# Patent

## Title
Adjustment of altitude measurements

## Abstract

This disclosure describes novel systems, methods and software for determining a position of a tracked object, which might be a fixed-wing or rotary-wing aircraft, some other flying object, a vehicle (e.g., an automobile, a tactical military vehicle, etc.), a person, and/or the like. More particularly, in an aspect of this disclosure, a measured altitude for an aircraft is adjusted based on a correction factor, which is determined by comparing a measured altitude at reference point with a known reference elevation for the same reference point. This can provide enhanced accuracy and/or precision in recorded altitude measurements, which allows for more faithful presentation of altitude data, for example in post-mission debriefings, simulations and the like.

## Background
CROSS-REFERENCE TO RELATED APPLICATIONS
The present disclosure may be related to the following commonly assigned applications/patents:
This application is a continuation-in-part of U.S. patent application Ser. No. 11/376,628 (the “'628 Application”), filed Mar. 14, 2006 by Testrake et al. and entitled “Flight Training System,” which claims the benefit of U.S. Provisional Patent Application No. 60/661,811 filed Mar. 14, 2005 by Testrake et al. and entitled “SGT 200 Flight Training System” and U.S. Provisional Patent Application No. 60/662,598 filed Mar. 16, 2005 by Testrake and entitled “SGT-200 A Reciprocating Engine Powered Training Aircraft Which Is Purpose Built to Emulate a Jet (Turbine) Powered Aircraft.”
This application is also a continuation-in-part of U.S. patent application Ser. No. 11/376,730 (the “'730 Application”), filed Mar. 14, 2006 by Testrake and entitled “Control Systems to Emulate Jet Aircraft in Reciprocating Engine-Power Trainers,” which claims the benefit of U.S. Provisional Patent Application No. 60/661,811 filed Mar. 14, 2005 by Testrake et al. and entitled “SGT 200 Flight Training System” and U.S. Provisional Patent Application No. 60/662,598 filed Mar. 16, 2005 by Testrake and entitled “SGT-200 A Reciprocating Engine Powered Training Aircraft Which Is Purpose Built to Emulate a Jet (Turbine) Powered Aircraft.”
The respective disclosures of each of these applications are incorporated by reference as if restated in full herein.


COPYRIGHT STATEMENT
A portion of the disclosure of this patent document contains material that is subject to copyright protection. The copyright owner has no objection to the facsimile reproduction by anyone of the patent document or the patent disclosure as it appears in the Patent and Trademark Office patent file or records, but otherwise reserves all copyright rights whatsoever.
FIELD OF THE INVENTION
The present invention relates to positional data systems in general, and in particular to systems and methods for providing corrected altitude data.
BACKGROUND OF THE INVENTION
The art and science of instrumented flight training involves the measurement of the position and dynamic behavior of the aircraft so that it may be monitored for safety purposes, and replayed to the student for debriefing and assessment purposes. Merely by way of example, a simulation system, such as those described the '628 Application and the '730 Application, can be used to replay (and/or provide a simulation of) a flight training mission, and positional and dynamic data gathered during the training mission can be used as input to the replay and/or simulation engine.
In most phases of flight, traditional accuracies of 3 to 30 meters are sufficient to provide good quality training value. However, during ground operations (engine start, taxi, take-off and landing) or near-ground operations (approach, round-out, flair or autorotation), precise measurements (less than one meter uncertainty) generally are required to avoid the appearance during replay that the aircraft is descending below the terrain, or flying too high above it. In addition, such precision can be useful in other contexts, such as when providing in-flight data to a pilot via cockpit instruments.
Traditional methods of achieving the requisite accuracies involve high accuracy sensor suites or real time data links, all of which drive the cost and complexity of the instrumentation beyond the reach of the average primary flight training provider. For this reason, instrumented flight training has historically been reserved for students flying high performance aircraft during advanced phases of flight training. Because of recent advances (such as those described by the '628 Application and the '730 Application, for example), relatively low cost aircraft can now be used for instrumented flight training of even beginning pilots. These advances, among others, create a need for a relatively low-cost method of providing accurate and precise altitude data.
BRIEF SUMMARY OF THE INVENTION
Embodiments of the invention provide novel systems, methods and software for determining a position of a tracked object, which might be a fixed-wing or rotary-wing aircraft, some other flying object, a vehicle (e.g., an automobile, a tactical military vehicle, etc.), a person, and/or the like. More particularly, in accordance with a set of embodiments, a measured altitude for an aircraft (to name but one example) is adjusted based on a correction factor, which is determined by comparing a measured altitude at reference point with a known reference elevation for the same reference point. This can provide enhanced accuracy and/or precision in recorded altitude measurements, which allows for more faithful presentation of altitude data, for example in post-mission debriefings, simulations and the like.
In an aspect of particular embodiments, the correction factor is accorded varying weight in adjusting the measured altitude. Merely by way of example, when measured data indicates that an aircraft is relatively close to the ground, and/or a correction factor has been determined relatively recently, the correction factor might be accorded relatively more weight. Conversely, which measured data indicates that the aircraft is at a high altitude, and/or a correction factor is relatively old, the correction factor might be accorded relatively little (and/or no) weight.
One set of embodiments provides methods, including without limitation methods of determining an elevation of a tracked object. An exemplary method might comprise identifying a horizontal position (e.g., a set of latitude and longitude coordinates) of the tracked object at a fixed reference point at a certain point in time and/or identifying a reference elevation value corresponding to the horizontal position at the certain point in time. In some cases, the method further comprises measuring a first apparent altitude of the tracked object at the fixed reference point at the certain point in time and/or comparing the first apparent altitude with the reference elevation value. Based at least in part upon a comparison of the first apparent altitude with the reference elevation value, a correction factor can be determined. The correction factor can be applied to the first measured apparent altitude to adjust the first measured apparent altitude to be consistent with the reference elevation value.
In a set of embodiments, the method further comprises measuring one or more additional apparent altitudes of the tracked object over a duration of time. From these additional apparent altitudes, a set of measured altitude values can be obtained. One or more of these measured altitude values then can be adjusted, perhaps based at least in part on the correction factor, to obtain a set of adjusted altitude values. In some cases, the method includes generating (e.g., at a computer) a simulation of a flight of the aircraft, based at least in part on the set of adjusted altitude values.
The apparent altitude(s) can be measured in a variety of ways. Merely by way of example, in some embodiments, an apparent altitude is measured using barometric data, a set of GPS information, and/or a combination thereof. Various types of GPS information can be used. Merely by way of example, GPS information might include a set of information derived from precision code GPS (“P-Code GPS”), a set of information derived from coarse access code GPS (“CA-Code”), a set of information derived from differential GPS signals, and/or a set of information derived from a GPS multilateration technique. In some cases, measuring the first apparent altitude of the tracked object comprises determining whether the tracked object is at ground level. This might include receiving information from a weight on wheels (“WOW”) sensor and/or analyzing a set of flight data for the aircraft. Such flight data might include, inter alia, a groundspeed value, an airspeed value, a pitch value, a roll value, a wind speed value, a wind direction value, and/or a sound pressure level value.
In some cases, the correction factor is weighted when adjusting the measured altitude value(s), and/or a weighting value accorded to the correction factor in adjusting the one or more of the measured altitude values changes over time. Alternatively and/or additionally, the correction factor might be weighted relatively more heavily in adjusting a first measured altitude value that is measured relatively closer in time to the certain point in time and/or might be weighted relatively less heavily in adjusting a second measured altitude value that is measured relatively further in time from the certain point in time.
Embodiments of the invention can allow for flexibility in adjusting measured altitude values. For instance, in some cases, the one or more additional apparent altitudes are measured subsequent to the certain point in time such that the adjustment is performed progressively from the first apparent altitude. In other cases, the one or more additional apparent altitudes are measured prior to the certain point in time such that the adjustment is performed regressively from the first apparent altitude. In yet other cases, the adjustment can be performed both progressively and regressively. In certain embodiments, the adjustment of an apparent altitude value might be performed substantially simultaneously with the measurement of the apparent altitude. In other embodiments, the adjustment might be performed substantially later, such as after the completion of a mission, in which the remainder of the method is performed. In some cases, a batch process can be used to perform the adjustment. In a particular embodiment, the determination of the correction factor and/or the adjustment of measured altitude data are performed while the aircraft is on the ground.
Yet another set of embodiments provides software programs, including without limitation software programs that can be executed to perform methods of the invention, and/or that can be operated on systems of the invention.



BRIEF DESCRIPTION OF THE DRAWINGS
A further understanding of the nature and advantages of the present invention may be realized by reference to the remaining portions of the specification and the drawings wherein like reference numerals are used throughout the several drawings to refer to similar components. In some instances, a sublabel is associated with a reference numeral to denote one of multiple similar components. When reference is made to a reference numeral without specification to an existing sublabel, it is intended to refer to all such multiple similar components.
FIG. 1 is a functional diagram illustrating an aircraft control system in accordance with various embodiments of the invention.
FIG. 2 is a process flow diagram illustrating a method of emulating a jet aircraft with a propeller-driven aircraft, in accordance with various embodiments of the invention.
FIG. 3 is a functional diagram illustrating an integrated flight training system, in accordance with various embodiments of the invention.
FIG. 4 is process flow diagram illustrating a method of providing flight training, in accordance with various embodiments of the invention.
FIG. 5 is a process flow diagram illustrating a method of determining an elevation of a tracked object, in accordance with various embodiments of the invention.
FIG. 6 is a generalized schematic diagram illustrating a computer system that can be used in accordance with various embodiments of the invention.



DETAILED DESCRIPTION OF THE INVENTION
Various embodiments of the invention provide novel aircraft control systems, and novel pilot training systems. In an aspect of some embodiments, a reciprocating engine-powered (e.g., propeller-driven) aircraft includes a set of controls that emulate a turbine-powered (i.e., jet) aircraft. Such controls can include power controls (e.g., an integrated power controller that replaces the throttle, fuel/air mixture and propeller pitch controls of a traditional propeller-driven plane) directional controls (e.g., a control stick instead of a yoke) and/or information displays (e.g., displays configurable to emulate the displays used in various jet cockpits) that emulate their counterparts on jet aircraft. Advantageously, this can provide greatly enhanced efficiency in training pilots, as pilots are able to train, in the first instance, using controls emulating those of the jets they ultimately will fly. Moreover, because the controls (including, especially the displays) may be reconfigurable to emulate their counterparts in a variety of jets, embodiments of the invention provide a relatively inexpensive and low-maintenance way to provide diverse training regimens using a single aircraft.
Another set of embodiments provide integrated training systems, which can be used to further enhance the efficiency and efficacy of pilot training programs. Merely by way of example, a training system might be implemented using an aircraft having configurable controls, as described herein. Moreover, in some embodiments, the training system includes an in-flight component and a ground component. The in-flight component can be used to collect and store flight data during a training flight and/or to communicate (e.g., in-flight and/or after the flight has concluded) that flight data to the ground component. The ground component may include a set of pilot controls (which might be similar to the aircraft controls) and, in some cases, can use the flight data to allow the student to “re-fly” a simulation of the training flight. In an aspect of some embodiments, the ground component can receive modified flight data and can alter the simulation accordingly. Hence, for example, if an instructor wishes to show the student what the student should have done during the flight, the instructor can modify the flight data to allow the student to see how the aircraft would have performed had the correct procedures been followed.
Because the simulation of the training flight is dependent on accurate altitude data to faithfully simulate the training flight (for example, during the landing phase of the simulation, if the altitude is inaccurate by a just a few meters, the aircraft will appear either to fly into the ground or to land in mid-air), certain embodiments of the invention provide an altitude measurement correction procedure, which can account for a variety of inputs, including without limitation barometric pressure, GPS-based altitude data, published elevation data for known zero points (such as a runway, etc.) to calculate an accurate altitude above ground at any given point in time. Advantageously, the various inputs might be weighted according to a set of flight characteristics (such as airspeed, groundspeed, attitude, sound pressure level, etc.) at the given point in time. For example, if an airspeed measure indicates 200 knots forward airspeed with a nose-down angle of five degrees, the aircraft is assumed to be in flight, and GPS-based elevation data might be weighted more heavily when recording the altitude value. Conversely, if a fixed-wing aircraft is in a level attitude, with an airspeed below stall speed, the aircraft is assumed to be on the ground, and published elevation data for the plane's location might be weighted more heavily when recording the altitude data. This can provide for improved accuracy of altitude measurements in both high-altitude flight and near-ground operations. In some cases, any correction factors applied to an altitude measurement also may be applied regressively to past measurements, providing increased accuracy across a series of altitude measurements.
Control Systems
As noted above, a set of embodiments provides enhanced control systems. In particular, control systems in accordance with embodiments of the invention are configured for use in training aircraft (and, in particular, for propeller-driven trainers) and/or can be configured to emulate the control systems of one or more jet aircraft. Control systems in accordance with embodiments of the invention can be used with a wide variety of aircraft, including without limitation a variety of existing trainers, such as the SGT-200, SGT-300, Diamond DA-20, Grob 115, Siai Marchetti SF-260, Cessna 172, Piper Warrior, Beechcraft Baron, Piper Seminole, Beechcraft T-34, Enaer T-35, Socata TB-30, and the like. In addition, control systems in accordance with embodiments of the invention may be used with propeller-driven aircraft purpose-built for emulating jet aircraft, and in particular tactical jet aircraft. For example, such an aircraft may have tandem (e.g., pilot in front, navigator, co-pilot or instructor in back) seating, as opposed to the more traditional side-by-side seating arrangements of many light aircraft. As another example, a purpose-built aircraft may be configured with a thrust-to-weight ratio close to that of many jet aircraft than that of most propeller-driven aircraft, and/or other flight characteristics of the aircraft might emulate those of a jet, so that pilots in training can perform more high-performance maneuvers within the flight envelope of the aircraft.
FIG. 1 illustrates a control system 100 in accordance with one set of embodiments. (The layout of the components of the control system 100 is arranged for ease of illustration only. The reader should appreciate that the cockpit layout of the control system 100 may take any appropriate form and often will emulate the cockpit layout of the jet being emulated.) The control system 100 includes, in some embodiments, one or more instrument displays 105 for displaying flight data. Depending on the jet aircraft the control system 100 is designed to emulate, the instrument displays 105 might take a variety of different forms. Merely by way of example, if the control system 100 is designed to emulate a jet trainer, such as a T-6, the instrument displays 105 might be analog gauges similar (or identical) to those in the T-6. Alternatively, if the control system 100 is designed to emulate a commercial jet, such as a 777, the displays might be configurable computer displays (such as CRTs, LCD panels, etc.), including for example, a primary flight display (“PFD”), also referred to as an electronic flight information system (“EFIS”), multifunction display (“MFD”), and/or an engine indications and crew alerting system (“EICAS'). Depending on the aircraft being emulated, a variety of different instrument displays 105 may be used.
In a particular set of embodiments, the instrument display(s) 105 might be general purpose displays configurable by a display control 110. In some embodiments, this can allow the displays to be quickly reconfigured to emulate the control systems of a variety of jet aircraft. Merely by way of example, in a first mode, the displays 105 might be configured to emulate a traditional “six-pack” of analog instrument gauges, including without limitation, an airspeed indicator 105a, an artificial horizon 105b, an altimeter 105c, a turn coordinator 105d, a directional gyro 105e, and a rate-of-climb indicator 105f, to name a few. In a second mode, the displays 105 might be reconfigured to display the PFD, MFD and EICAS to emulate a 777. In a third mode, the displays 105 might be reconfigured to emulate the digital displays (and/or heads-up displays) of an F/A-18 or other tactical jet, including for example, an attitude direction indicator (“ADI”) and/or a horizontal situation indicator (“HSI”). In certain configurations, one or more of the displays might be touch-sensitive and/or might be configured to emulate additional avionics controls, such as radio controls, etc., in order to faithfully represent the instrument panel layout of the jet being emulated.
While, for purposes of illustration, FIG. 1 illustrates six digital instrument displays 105a-f, each emulating analog gauges, the number and nature of instrument displays 105 is discretionary and may vary according to the jet aircraft being emulated. In some cases, a single display might emulate more than one instrument. In other cases, not all of the displays may be activated when emulating a cockpit of any particular aircraft. In a set of embodiments, existing components may be used and/or modified to provide the display capabilities described herein. Merely by way of example, the EFIS Lite instrument package available from Blue Mountain Avionics of Copperhill, Tenn. may be used to provide one or more of the instrument displays 105.
As noted above, a display control 110 might be used to configure and/or drive the displays. The display control 110, which might be a general-purpose and/or special-purpose computer, might be configured to interface with a second computer (e.g., via USB connection, Bluetooth connection and/or any other appropriate wired or wireless communication facility) to receive instructions for configuring the displays. Alternatively, the display control 110 might have its own input devices (which could be cockpit switches, dials, etc. and/or more traditional input devices, such as a keyboard, mouse trackball, etc.) to allow for configuration. In some cases, the display control 110 may receive input from appropriate aircraft instruments and/or sensors (such as engine management computers, altimeters, airspeed sensors, etc.) and/or convert that input into display information to be displayed on the appropriate instrument display 105. In other cases (such as when the instrument displays 105 are analog gauges), the display control 110 may be omitted, and/or the instrument displays 105 might themselves receive input directly from the appropriate instruments and/or sensors. In some cases, the instructor pilot or flight instructor could choose to manually “fail” an instrument from his or her control panel, to simulate a “partial panel” condition.
In another set of embodiments, the control system 100 includes one or more integrated power controllers 115, each of which are configured to take a single input from a pilot (such as manipulation of a thrust actuator 120). One skilled in the art will appreciate that a typical propeller-driven aircraft requires three separate power inputs, which must be coordinated according to the flight characteristics at any given time: a throttle setting, a propeller pitch setting, and a fuel/air mixture setting. In a set of embodiments, therefore, the integrated power controller 115, receives the single power input from the pilot and transforms that input into the three separate control signals: a throttle control signal 125, which provides throttle input to the engine 140 (or engine management system, as appropriate), a fuel/air mixture control signal 130, which provides mixture input to the engine 140 (or carburetor, fuel injectors, engine management system, etc. as appropriate), and a pitch control signal 135, which provides pitch input to the propeller 145. In some cases, if the aircraft has multiple engines, there may be an integrated power controller 115a and 115b, for each engine 140a and 140b, and propeller 145a and 145b, respectively.
In a set of embodiments, the integrated power controller 115 is configured to evaluate various flight parameters in determining what input to provide for each the three control signals. Merely by way of example, the integrated power controller 115 might consult an altimeter measurement in determining an appropriate fuel/air mixture. Similarly, in determining a proper propeller pitch, the integrated power controller 115 might analyze the current airspeed, rate of climb, throttle setting and the like. In some embodiments, the integrated power controller might comprise a full authority digital control (“FADEC”), such as the PowerLink FADEC, available from Aerosance, a Teledyne Technologies Company, located in Farmington, Conn.
Using the integrated power controller 115, the pilot can manipulate a single thrust actuator 120 (or, in some cases, a thrust actuator 120 for each engine in a multi-engine craft) to control the thrust provided by the propeller(s) of the aircraft. In this way, the pilot can learn and become familiar with the thrust controls of the jet being emulated, and hence will not have to learn (and then “unlearn”) the triple controls common to traditional propeller-driven training aircraft. This leads to increased efficiency in training, as the pilot will not have to learn one of the more complex control relationships that is unique to propeller-driven craft, and which the pilot will never have to use when graduating to a jet aircraft.
If desired, the thrust actuator(s) 120 might be configured aesthetically similarly to those of the jet being emulated by the control system. For example, if the control system 100 is designed to emulate a tactical jet, the thrust actuators 120 might be relatively large and styled in similar fashion. The thrust actuators 120 might also have additional control appropriate for hands-on-throttle-and-stick (“HOTAS”) operation. Alternatively, if the control system 100 is designed to emulate a commercial jet, the thrust actuators 120 might be configured to be relatively smaller, in a bank, similar to those common on airliners.
In a set of embodiments, the control system comprises a directional actuator 150 (such as a control stick, yoke, etc.) to provide roll control (e.g., via control 155 of a set of ailerons on the aircraft) and/or pitch control (e.g., via control of a set of elevators and/or a stabilizer). A set of rudder pedals (not shown on FIG. 1) may be provided for yaw control as well. Like the thrust actuator 120, the configuration of the directional actuator 150 might depend on the nature of the aircraft the control system 100 is designed to emulate. Merely by way of example, if the control system 100 is designed to emulate a tactical fighter, the directional actuator 150 might be a control stick, perhaps with additional controls for HOTAS operation. Conversely, if the control system 100 is designed to emulate a commercial jet, the directional actuator 150 might comprise a yoke.
In a set of embodiments, the thrust actuator 120 and/or directional actuator 150 might be designed to be quickly replaced and/or interchanged with alternative models, to allow for relatively seamless conversion between emulation modes. In some cases, there might be provided facilities for a plurality of directional actuators 150 (such as a stick and a yoke), such that the desired actuator can be implemented in the control system, and the other actuator can be removed. To reconfigure the control system 100 from emulating a tactical jet to emulating a commercial jet, for example, the control stick can be removed, and a control yoke provided. In some cases, there may be two directional actuators (e.g., one in a pilot's seat and one in a co-pilot's seat). Optionally, one of the actuators may be of a first type (e.g., a yoke) and the other actuator may be of a second type (e.g., a stick), to provide enhanced versatility.
FIG. 2 illustrates a method 200 of emulating, with a propeller-driven aircraft, the control systems of a turbine-powered aircraft. At block 205, a control system, such as the control system 100 described above with respect to FIG. 1, may be provided, and at block 210, the control system may be installed in a propeller-driven aircraft. Installing the control system can take several forms. Merely by way of example, the control system may be installed in a new aircraft, as part of the construction of that aircraft. (The aircraft can be any suitable model, such as the typical light aircraft described above and/or an aircraft purpose-built to emulate a jet aircraft). Alternatively, installing the control system might comprise retrofitting an existing aircraft with a control system in accordance with embodiments of the invention.
In operation, the control system often will accept a single power input (e.g., at an integrated power controller, as described above) (block 215) from a pilot. Based, at least in part, on the single power input, the control system will then provide a first control signal to control a throttle setting for one or more engines of the aircraft (block 220), provide a second control signal to control a propeller pitch setting for one or more propellers of the aircraft (block 225), and provide a third control signal to control a fuel/air mixture setting for one or more engines of the aircraft (block 230). (As noted above, if the aircraft has multiple engines, a separate integrated power controller may be provided for each engine/propeller pair. Blocks 215-230 can be repeated for each of the integrated power controllers.)
The method 200 can also include displaying a set of information on a set of instrument displays (which might comprise one or more computer displays). In some cases, the set of computer displays may be configurable to emulate a set of instrument gauges used on the jet being emulated. The set of information might comprise, inter alia, information about the aircraft's altitude, attitude, airspeed and/or heading. Other information (such as radio frequency information, waypoint headings, and the like) may be displayed as well. Engine performance information may be displayed on the MFD, the EICAS, and/or a dedicated engine performance display, analogous to the engine displays of a turbine powered aircraft. In this case, the typical reciprocating engine indicators of RPM and manifold pressure might be replaced and/or supplemented by a “percent power” indication (as used with turbine engines). This value could be calculated and displayed, for example, by the integrated power controller (and/or by a component thereof, such as FADEC computer), and/or could be based on measures of values such as the power level position setting, the engine RPM, the manifold pressure, and/or the propeller pitch.
As noted above, in some cases, control systems in accordance with various embodiments may be reconfigurable. Hence, the method 200 can include configuring and/or reconfiguring the control system (block 240), for example, to emulate a particular type of jet aircraft. In some embodiments, configuration and/or reconfiguration of the control system might comprise configuring (e.g., via a display controller) the configuration of the displays to emulate the desired type of jet aircraft. In other embodiments, configuration and/or reconfiguration of the control system might comprise installing and/or replacing the directional and thrust actuators with models similar to those on the emulated aircraft.
Hence, one set of embodiments provides control systems that allow a propeller-driven trainer to emulate the cockpit of one or more turbine-driven aircraft. As described below, in some cases, such control systems can be used within an integrated training system.
Integrated Training System
Another set of embodiment provides integrated systems, methods and software for providing flight training. One set of embodiments may be implemented together with a propeller-driven aircraft having a control system configured to emulate a jet aircraft, such as the systems described above. Embodiments of the invention, however, are not limited to any particular structural implementation, but instead may be used with other aircraft (including, inter alia,) more traditional training aircraft as well). Merely by way of example, some embodiments of the invention can be used for training with fixed-wing aircraft, while other embodiments can be used for training with rotary-wing aircraft. (Some embodiments may be used for training with both types of aircraft.)
In a set of embodiments, a training system allows for the collection and storage of flight data during a training flight, usually in a real aircraft (i.e., not a simulation). After the training flight has ended (or perhaps even during the training session), the flight data can be used to construct a replay of the training flight. The student, then, can participate in the simulation debrief and/or critique of the mission by replaying the events that occurred during the flight. This capability might be provided by computer software operating on a PC and/or PDA.
Additionally, after the training flight has ended (or perhaps even during the training session) the flight data can be used to construct a simulation of the training flight. The student, then, can participate in the simulation (e.g., by providing control inputs using simulations of common aircraft controls, such as thrust controls, directional controls (using a stick, yoke and/or rudder pedals), and the like. Using this capability, an instructor (or the student, or another), can provide modified flight data, which can be used to modify the simulation. In this way, for example, an instructor can introduce hypothetical situations into the simulation of the actual flight. This provides several advantages over other models of flight training. Merely by way of example, if the student had trouble with a particular aspect of the training flight (e.g., the student overflew the landing), the instructor could modify the simulation to correct an error at an earlier point in the flight (for instance, in this example, by decreasing the altitude and/or airspeed of the aircraft on approach), to allow the student to re-attempt the maneuver under more satisfactory conditions. As another example, the instructor could introduce additional flight conditions (such as reducing the airspeed to the aircraft's stall speed) to allow the student to “fly” under hypothetical conditions in one aspect of the simulation, with the remainder of the simulation remaining true to the actual flight.
FIG. 3 illustrates an integrated flight training system 300 in accordance with one set of embodiments. For ease of description, the operation of the system 300, in accordance with one set of embodiments, is described with respect to the method 400 of FIG. 4, although it should be noted that the method 400 is not limited to any particular structural implementation, and can be performed independently of the system 300; conversely, the system 300 can be operated in a manner different than that described by the method 400. The system 300 might include an in-flight component 310 and a ground component 320. (It should be appreciated that the terms “in-flight component” and “ground component” are descriptive, and not limiting, in nature. In certain embodiments, the in-flight component 305 could perform some or all of the functionality of the ground component 310, and/or vice-versa. In fact, both the in-flight component 305 and the ground component 310 could be integrated within a single component.)
In a set of embodiments, both the in-flight component 305 and the ground component 310 are computers, and each may comprise one or more processors, one or more computer readable storage media (such as RAM, optical drives, disk drives, etc.), along with instructions executable by the processor(s) to provide the functionality of the invention. For instance, in a particular embodiment, the in-flight component might be a personal digital assistant (“PDA”), such as a PalmTM device, a Windows MobileTM Device, a palmtop computer, tablet computer, etc. In this way, the in-flight component can be used to record data while in flight, and then can be removed from the cockpit when the flight is finished. In fact, it can be part of a student's pilot's flight bag. In other embodiments, the in-flight component may be a laptop, a PC and/or a special-purpose computer installed in the aircraft.
Like the in-flight component 305, the ground component 310 may be any suitable computing device. In a set of embodiments, the ground component 310 may be a general purpose computer (such as a PC, workstation, etc.) configured with software (such as flight debriefing and/or simulation software) and/or hardware (such as the controls described below) to perform the functions of the invention. In other embodiments, the ground component 310 may be a special purpose computer; merely by way of example, the ground component 310 may comprise (and/or be incorporated in) a dedicated simulator.
As noted above, the in-flight component is configured, in some embodiments, to collect flight data (block 405). In some embodiments, the in-flight component 305 is in communication with one or more input sources 315, which can include various instruments (such as altimeter, GPS, pitot tube, gyroscope, accelerometer, magnetometer, flight data computer, other avionics, etc.). In some cases (for example, when the in-flight component 305 is a PDA and/or is not purpose-built to collect in-flight data, the in-flight component may receive data from the input sources 315 via an interface 320. Merely by way of example, the interface 320 may be configured to accept input in the form commonly provided by aircraft instruments and/or avionics, and covert that data to a form that can be received by the in-flight component 305 (hence, in some embodiments, the interface 320 might comprise an analog-to-digital converter (“ADC”), if some or all of the data from the input sources 315 is provided as analog data. In a set of embodiments, the interface 320 (and/or the in-flight component 305 itself) may be in communication with, and/or integrated with, a display control (such as the display control 120 described above), since much (and sometimes all) of the flight data collected by the in-flight component 305 will be processed by the display control, assuming the aircraft is equipped with the configurable displays described above.
A wide variety of data may be collected by the in-flight component. Merely by way of example, the in-flight component might collect data about various flight parameters, such as current time, aircraft altitude, heading, ground track angle, attitude (e.g., roll, pitch and/or yaw angle), rate of angular change (in roll, pitch and/or yaw), airspeed, groundspeed, acceleration (longitudinal, lateral and/or vertical), location (which might be described by latitude/longitude components), rate of climb, and/or the like. Additionally and/or alternatively, operating parameters of the aircraft (such as power setting, engine RPM, propeller pitch, manifold pressure, mixture ratio, landing gear status, weight-on-wheels, fuel level, sound pressure level, warning and/or alarm indications, and/or the like) may be collected as well. In a set of embodiments, the set of flight data might comprise a set of free-body time, space and position information (“TSPI”). The sampling rate for the collection of data can vary, and might be dependent on the parameter being collected. The selection of sampling rate involves a balance between the volume of data storage available, the limitations of the instruments and/or collection system, and the desired amount of data. Generally, relatively greater sampling frequencies will produce relatively more faithful simulations. Merely by way of example, some data might be sampled at a frequency of 1, 10 or 100 Hz (different sampling rates may be used for various data), with a collection rate of 10 Hz. (Other sampling and collection rates may be used as well.)
The collected data is stored by the in-flight component (for example, on a storage device, such as RAM, disk drive, flash RAM, etc.) (block 410). In accordance with various embodiments, the storage of the collected flight data can take many forms. Merely by way of example, in some cases, the collected flight data might be stored in a database local to the in-flight component. In other cases, the collected flight data might be stored as a text file. In a particular embodiment, the collected flight data is stored in a format that allows for relatively easy access and/or manipulation by the ground component (as described below, for example). Merely by way of example, any of several standard (e.g., comma-separated-value (“CSV”) and/or Distributed Interactive Simulation (“DIS”) protocol) and/or proprietary forms may be used.
The in-flight component 305 communicates with the ground component 310. Any suitable mode of communication may be used. Merely by way of example, various forms of wired communications, such as serial connections, USB connections, Ethernet communications, and the like, or wireless communications, such as IEEE 802.11 connections, IEEE 802.16 connections, ZigBee connections, Bluetooth connections, cellular and/or PCS connections, point-to-point microwave communications, proprietary forms of telemetry and/or data link connections, etc, may be used as appropriate. In some cases, the in-flight component 305 may be in substantially continuous communication with the ground component 310 (such as when the ground component 310 is integrated with the in-flight component 305, and/or when the ground component 310 maintains wireless communication with the in-flight component 305). In other cases, the in-flight component 305 may not maintain communication with the ground component 310 while the aircraft is in flight.
In any event, the in-flight component 305 establishes communications with the ground component 310 (block 415) (either before, during and/or after the training flight) and thereafter transmits flight data for reception by the ground component 310 (block 420). The ground component 310 receives the flight data (block 420) and performs any necessary data conversion and/or import functions to allow the ground component 310 to use the data (e.g., to provide a replay (e.g., for debrief and/or critique) and/or simulation, as described above).
In some cases, the ground component 310 (and/or the in-flight component 305) will perform an altitude measurement correction function (block 430), in order to provide more precise and/or accurate altitude data (e.g., to enhance the fidelity of the simulation). One exemplary procedure for performing altitude correction is described in detail below.
In some cases, the flight data might be displayed for the student, an instructor and/or another (block 435). The flight data might be displayed in tabular format, for example. Alternatively and/or additionally, the flight data might be displayed by displaying a static view of the aircraft at one or more points during the training flight. Other methods of displaying the flight data are possible as well, and a user may be given the option of how (and for which points during the training flight) to display the flight data. This can offer the opportunity for the user to modify the flight data (for example, by manipulating the static image of the aircraft, by editing tabulated data, etc.). This modified flight data might be received by the ground component (block 440), so that, for example, it can be incorporated into the simulation as described below.
At block 445, a simulation of the training flight is provided. The ground component 310 might be in communication (and/or incorporate) one or more displays 325 (which can be similar to the displays 105 of the control system illustrated by FIG. 1 and/or can include one or more displays for displaying views of the simulation—such as a view from the cockpit, external views of the aircraft from various angles and the like—many of which are familiar to users of flight simulators). Alternatively and/or additionally, the ground component 310 might include a set of controls (which may emulate and/or be similar to the controls in the aircraft), including without limitation one or more directional actuators 330, rudder pedals 335 and/or thrust actuators 340. Hence, one or more of the displays 325 can be used to provide a simulation (including one or more cockpit window views, external views and/or instrument views) of the training flight. Furthermore, in some cases, the method may include receiving a set of control data from the set of controls (block 450), for example, to allow the student (or another) to participate in the simulation by taking control of the simulated aircraft and “re-flying” the training flight.
In some cases, the modified flight data can be used to modify the simulation (block 455). Merely by way of example, in some cases, an instructor might modify the flight data to put the aircraft into a different set of circumstances (perhaps an emergency situation) than actually occurred during the training flight, and require the student to fly the simulated aircraft under those circumstances. Alternatively and/or additionally, the instruction might modify the simulation by correcting an error made by the student, and allowing the student to see the result of the error correction (or participate in a simulation of what would have happened had the student not made the error.).
Altitude Correction
As noted above, one set of embodiments comprises determining the elevation and/or altitude of a tracked object. (As used herein, the term “tracked object” or “rover” means any object, such as an aircraft, a vehicle, a person, etc. to name but a few examples, the location of which is being tracked, or for which a precise altitude measurement otherwise is desired.) A set of embodiments employs a customized Kalman filter to provide estimation and/or correction of altitude values, in order to provide accurate altitude data (to mission replay systems, cockpit instruments, etc.). One skilled in the art will recognize that a standard Kalman filter is a mathematic algorithm used to provide recursive estimation, in which a prior estimated state and a current measured state can be used to calculate an estimated current state.
Hence, in an aspect of some embodiments, determining the elevation of a tracked object might comprise correcting a measured elevation at a first point in time using a reference value for the elevation, as described generally above. This corrected elevation value then can be used as input, along with a measured altitude at a second point in time, to the Kalman filter, in order to determine a corrected altitude value at the second point in time. (It should be noted that the second point in time can be either subsequent to or prior to the first point in time).
For example, consider the following scenario: In the flight training context, during normal flight operations, the relative and absolute accuracy of a low-cost instrumentation system (“LCIS”) using a GPS receiver is adequate for most flight training purposes. However, during near-ground or on-ground operations, this accuracy is not sufficient, because the aircraft will appear to sink into the ground or hover in the air during the mission replay (such as that described above, for example) when terrain information is presented.
In order to overcome inherent errors in the measurement of altitude(referred to herein as the “vertical axis” or “Z-axis”), the LCIS might implement a Kalman Filter that employs a correction in the Z-axis (sometimes referred to herein as a “Z-Fix”) to force the aircraft's measured altitude estimation (e.g., barometric measurement, GPS calculation, etc.) to a known elevation (e.g., a published elevation as described in a terrain database) during ground operations (e.g., engine start, taxi, take-off roll, landing roll, etc.). The correction required to normalize the measured altitude data in this way is considered the “Z-Fix,” and this correction can then be applied to altitude measurements taken during flight. Using Kalman smoothing techniques, the accuracy of approach to landing or auto-rotation can be retroactively and regressively corrected post-mission and/or in real time (sufficient to support an immediate mission debrief) to include the Z-fix data.
For example, in many instances, an aircraft (or other tracked object) will be equipped with a GPS receiver, which uses multilateration techniques to predict the latitude, longitude and elevation or altitude (Z) of the rover. While latitude and longitude solutions are typically accurate enough, the vertical measurement (Z) is usually degraded because of poor geometry of the aircraft with respect to the constellation of orbiting satellites. During normal flight operations, the relative and absolute accuracy of a low-cost instrumentation system (“LCIS”) using a GPS receiver is adequate for most flight training purposes. However, during near-ground or on-ground operations, this accuracy is not sufficient because the aircraft will appear to sink into the ground or hover in the air during the mission replay where terrain information is presented.
Hence, in a set of embodiments, an adjustment is made to account for inaccuracies in the measurement of altitude and/or elevation data. Merely by way of example, in a particular embodiment, an altitude measurement correction function to be used with aircraft might implement a filter routine (such as a type of Kalman filter, for example) that is configured to identify a known runway elevation, receive altitude data from a global positioning system (“GPS”) receiver, and/or calculate, (e.g., from the known runway elevation and the received altitude data, as well perhaps as other data, such as barometric altitude measurements), an actual altitude of the aircraft about ground level at a given point in time, based on a set of flight characteristics at the given point in time. The flight characteristics can include, merely by way of example, the craft's airspeed, groundspeed, roll angle, pitch angle, sound pressure level, etc. Other flight characteristics can include latitude, longitude and/or altitude values (e.g., GPS-based altitude values).
Hence, as described in more detail below, the weight given to the Z-Fix might be dependent on the flight characteristics at any given point. Merely by way of example, low altitude airport pattern work will more heavily weight the Z-fix corrected altitude as a weighted measurement in the Kalman Filter (the weight decreasing with time and altitude change since last fix). In some cases, a Z-fix algorithm will differentiate the operating mode (on-ground, near-ground, or normal airborne) by the filter using vehicle dynamics (as described below in more detail) as an indicator.
For rotary wing aircraft, where vehicle dynamics may not be a discriminator for determining air-or ground status (because hovering flight is not typically dynamic), an alternative means of determining air-ground status may be employed. Merely by way of example, the results of a spectral analysis of the acoustic sound pressure level (“SPL”) may be used to determine if a rotary winged aircraft is in flight.
In an embodiment, therefore, a Z-Fix process might include determining (either periodically or substantially continuously) whether the aircraft is on the ground or in the air (air-ground status) by measuring physical phenomena and/or comparing them against predetermined thresholds. Using one or more flight characteristics, for example, the correction function can selectively weight published elevation data (and/or other altitude/elevation data considered reliable) for a particular location of the aircraft at a point during the flight against an altitude calculated from GPS data at that point in time.
Techniques for determining the air-ground status of an aircraft can vary depending on whether the aircraft is fixed or rotary wing, but may include such parameters as airspeed, groundspeed, roll angle, pitch angle and/or SPL. So, for example, if the flight characteristics indicate a high probability that the aircraft is on the ground (e.g., airspeed, pitch and roll angles of zero for a fixed-wing aircraft, and/or a relatively low sound pressure level for a rotary wing aircraft), the published elevation data will be given predominant weight in determining the corrected altitude. Conversely, if the flight characteristics indicate a high probability that the aircraft in the air, the barometric and/or GPS-based altitude measurements might be weighted relatively more heavily. When it is determined that the rover is on the ground, the process might include querying a terrain database (and/or other reliable source of elevation data) to look up the published elevation associated with the measured latitude and longitude. This published elevation then can be correlated with measured (and/or published standard) barometric pressures (or with GPS calculated altitude), to determine a correction factor to adjust subsequent (and/or prior) altitude measurements. Merely by way of example, when the aircraft is on the ground, the published elevation data (which, as noted above, might be obtained by querying a terrain database to look-up the published elevation associated with the measured latitude and longitude) might be compared with a barometric altitude measurement, and that barometric measurement might be used to provide correction factors to GPS-based data while in flight and/or after a mission has been completed. Optionally, barometric pressure corrections can be incorporated as bias and drift states in the Kalman filter for current and/or future datasets. Merely by way of example, drift states might include a state for rate of change of the bias (e.g., the weight accorded the correction factor) with respect to change in time and/or location.
In a post-flight correction scenario, for example a smoothing routine might regressively process the historical dataset to include the Z-Fix data (i.e., the correction factor) in the previous estimations. The complete and/or corrected dataset might then provided to the user (and/or to a simulation package, such as that described above) in sufficient time to support an immediate debrief. In some cases, legacy methods such as differential correction, (such as differential GPS (“DGPS”), GPS P-Code, WAAS, and/or kinematic GPS, to name a few examples) may be used to further improve the solution. This may be performed, for example, by the ground component 310, as part of a smoothing routine before simulating the training flight as described above. (This can, for example, eliminate discontinuities in altitude data which might be disruptive during the simulation).
FIG. 5 illustrates an exemplary method 500 of determining the elevation and/or altitude of a tracked object. (For ease of description, the method 500 is described with respect to an aircraft, although one skilled in the art, based on the disclosure herein, easily could ascertain how the method 500 could be applied to other objects, including without limitation those described herein.)
In accordance with the method 500, at block 505, the horizontal position of the aircraft (i.e., the X and Y coordinates of the aircraft), at a fixed reference point, is identified. As noted above, a reference coordinate system, such as latitude and longitude, may be used to identify the horizontal position of the aircraft. Hence, the method 500 might include identifying a set of latitude and longitude coordinates of the aircraft. In an aspect, the horizontal position of the reference point might be identified at a certain period of time, relative to points in time when other measurements are made, as described in more detail below.
At block 510, a reference elevation value for the fixed reference point might be identified. Merely by way of example, in some cases, the fixed reference point might be an airfield or any other location for which published elevation values are available. As noted above, in many cases published topographical elevation data (or data otherwise considered reliable) can be used to determine the reference elevation of the reference point. Hence, identifying the reference elevation might comprise looking up (in a database, table, file, etc.) a reference elevation for the fixed reference point.
The method, then, might further comprise measuring an apparent altitude of the tracked object at the fixed reference point (block 515). The term “apparent altitude” is used herein to refer to any altitude value that is measured (as opposed to looked up or otherwise obtained from published data). Merely by way of example, an apparent altitude can be measured and/or calculated from barometric data, using a variety of methods known to those skilled in the art. As another example, an apparent altitude can be obtained through various GPS multilateration procedures known to those skilled in the art.
At block 520, the measured apparent altitude is compared with the reference elevation value. The comparison of the measured apparent altitude can include correlating the measured apparent altitude at a certain point with a reference elevation value for the same point. From comparison, a difference (delta) between the apparent value and the reference value can be ascertained. Hence, based on this comparison, a correction factor can be determined (block 525). In some cases, the correction factor can be the delta between the reference elevation value and the measured apparent altitude. To give a simple example, flight dynamics indicate that an aircraft is on the ground at a given reference point, a GPS and/or barometric measurement indicates an apparent altitude of 1000 meters above mean sea level at that reference point, and a search of a terrain database indicates a reference elevation level of 1004 meters above mean sea level, the proper correction factor might be determined to be +4 meters.
The correction factor then can be used as input to a Kalman filter that is used to determine and/or output altitude values as part of a set of flight dynamics data. As noted above, barometric corrections might be incorporated to provide as bias and drift states in the Kalman filter as well. Thus, in some cases, a measured barometric pressure can be corrected for bias, computed as a function of elapsed time and/or translation from the position of original computation (e.g., a reference point), before being used as a measurement by the Kalman filter.
As the mission continues, one or more additional apparent altitude values are measured (block 530). As noted above, the measurement of apparent altitude values can be performed using any of several methods. In an aspect of some embodiments, the same procedure may be used to measure the first apparent altitude value and the additional apparent altitude value(s). This, for example, can ensure that the correction factor is valid for the additional measured altitude values.
Optionally, these measured and/or corrected values may be stored for further analysis or correction (block 535). Merely by way of example, an aircraft's avionics suite and/or a simulation computer might comprise and/or be in communication with a data store (which might comprise a database, flat file and/or the like) for storing flight data, as described above. The measured and/or adjusted altitude values (and/or the correction factor itself) can be stored in such a data store.
At block 540 the measured altitude values are adjusted. In some case, the measured values are adjusted based, at least in part, on the correction factor. To continue the simplified example from above, each measured altitude value might be adjusted by +4 meters, corresponding to the correction factor determined from the comparison of the first measured altitude value with the reference elevation value. As noted above, however, the correction factor might not be the only determinant in calculating the corrected altitude values. For instance, as noted above, the weight given the correction factor might be variable, depending, merely by way of example, on the length of time (either prior or subsequent) from when the reference elevation was determined to when a particular apparent altitude value is measured. As another example, the measured altitude itself might be used as a factor in determining the weight accorded the correction factor. For instance, if the measured altitude is above a certain threshold, the correction factor might be given relatively less (or no) weight, since precision in this context might be relatively less important, while if the measured altitude is below a certain threshold, the correction factor might be given relatively more weight. Alternatively and/or additionally, a sliding scale might be used, such that, for example, as aircraft distance from the reference point increases (either chronologically, laterally and/or vertically), the correction factor is accorded progressively less weight in adjusting the measured altitude values. In an aspect of some embodiments, the bias applied when determining the weight accorded a correction factor is derived through experimental testing and/or correlation analysis, which can be incorporated into the development of the Kalman filter itself.
In some cases, the method further comprises generating a simulation of a mission (such as a training flight), based at least in part on the set of adjusted altitude values (block 545). Procedures for generating a simulation are described above, and similar procedures can be used in this context. For example, a computer having simulation software might take as input a flight data file (or files) that comprise, inter alia, the adjusted altitude information, in order to display (and/or allow a user to interact with) a replay of the mission. As noted above, the use of adjusted altitude values can allow more faithful replay of the mission, such as by ensuring that, during takeoffs, landings, and the like, an aircraft in the simulation appears to be at ground level, and not above (or beneath) the ground.
Conclusion
Embodiments of the invention thus provide, inter alia, novel control systems and training systems for aircraft, as well as methods of implementing such systems. As described above, some embodiments of the invention implement one or more computer systems. FIG. 6 provides a generalized schematic illustration of one embodiment of a computer system 600 that can perform the methods of the invention and/or the functions of computer, such as the computers described above. FIG. 6 is meant only to provide a generalized illustration of various components, any of which may be utilized as appropriate. The computer system 600 can include hardware components that can be coupled electrically via a bus 605, including one or more processors 610; one or more storage devices 615, which can include without limitation a disk drive, an optical storage device, solid-state storage device such as a random access memory (“RAM”) and/or a read-only memory (“ROM”), which can be programmable, flash-updateable and/or the like (and which can function as a data store, as described above). Also in communication with the bus 605 can be one or more input devices 620, which can include without limitation a mouse, a keyboard and/or the like; one or more output devices 625, which can include without limitation a display device, a printer and/or the like; and a communications subsystem 630; which can include without limitation a modem, a network card (wireless or wired), an infra-red communication device, and/or the like).
The computer system 600 also can comprise software elements, shown as being currently located within a working memory 635, including an operating system 640 and/or other code 645, such as an application program as described above and/or designed to implement methods of the invention. Such software elements might comprise a set of instructions that are executable by the processor(s) 610 to perform methods of the invention. Those skilled in the art will appreciate that substantial variations may be made in accordance with specific embodiments and/or requirements. For example, customized hardware might also be used, and/or particular elements might be implemented in hardware, software (including portable software, such as applets), or both.
While the invention has been described with respect to exemplary embodiments, one skilled in the art will recognize that numerous modifications are possible. For example, the methods and processes described herein may be implemented using hardware components, software components, and/or any combination thereof. Further, while various methods and processes described herein may be described with respect to particular structural and/or functional components for ease of description, methods of the invention are not limited to any particular structural and/or functional architecture but instead can be implemented on any suitable hardware, firmware and/or software configuration. Similarly, while various functionality is ascribed to certain system components, unless the context dictates otherwise, this functionality can be distributed among various other system components in accordance with different embodiments of the invention.
Moreover, while the procedures comprised in the methods and processes described herein are described in a particular order for ease of description, unless the context dictates otherwise, various procedures may be reordered, added, and/or omitted in accordance with various embodiments of the invention. Moreover, the procedures described with respect to one method or process may be incorporated within other described methods or processes; likewise, system components described according to a particular structural architecture and/or with respect to one system may be organized in alternative structural architectures and/or incorporated within other described systems. Hence, while various embodiments are described with—or without—certain features for ease of description and to illustrate exemplary features, the various components and/or features described herein with respect to a particular embodiment can be substituted, added and/or subtracted from among other described embodiments, unless the context dictates otherwise. Consequently, although the invention has been described with respect to exemplary embodiments, it will be appreciated that the invention is intended to cover all modifications and equivalents within the scope of the following claims.

## Claims

1. A computer-implemented method of determining an elevation of a tracked object for creating a simulation, the method comprising:
(a) identifying, using a first computer system, a set of latitude and longitude coordinates of the tracked object at a fixed reference point at a certain point in time, wherein the first computer system includes a computer-readable storage device and a processor;
(b) identifying, using the first computer system, a reference elevation value corresponding to the set of latitude and longitude coordinates at the certain point in time wherein the tracked object is known to be at the reference elevation at the certain point in time;
(c) measuring a first apparent altitude of the tracked object at the fixed reference point at the certain point in time;
(d) comparing, using the first computer system, the first apparent altitude with the reference elevation value;
(e) based at least in part upon a comparison of the first apparent altitude with the reference elevation value, determining, using the first computer system, a correction factor that can be applied to the first. measured apparent altitude to adjust the first measured apparent altitude to be consistent with the reference elevation value;
(f) measuring one or more additional apparent altitudes of the tracked object over a duration of time to obtain a set of measured altitude values;
(g) storing, on the computer-readable storage medium, the set of measured altitude values;
(h) adjusting, using the first computer system, one or more of the measured altitude values, based at least in part on the correction factor, to obtain a set of adjusted altitude values; and
(i) storing, on the computer-readable storage medium, the set of adjusted altitude values; and
(j) generating, at a second computer system, the simulation of a flight of the tracked object, based at least in part on the stored set of adjusted altitude values.

2. A method as recited by claim 1, wherein the correction factor is weighted when adjusting the one or more of the measured altitude values, and wherein a weighting value accorded to the correction factor in adjusting the one or more of the measured altitude values changes over time.

3. A method as recited by claim 2, such that the correction factor is weighted relatively more heavily in adjusting a first measured altitude value that is measured relatively closer in time to the certain point in time and is weighted relatively less heavily in adjusting a second measured altitude value that is measured relatively further in time from the certain point in time.

4. A method as recited by claim 1, wherein the apparent altitude is measured using a set of global positioning system (“GPS”) information.

5. A method as recited by claim 4, wherein the set of GPS information comprises one or more sets of information selected from the group consisting of:
a set of information derived from precision code GPS (“P-Code GPS”),
a set of information derived from coarse access code GPS (“CA-Code”),
a set of information derived from differential GPS signals, and
a set of information derived from a GPS multilateration technique.

6. A method as recited by claim 1, wherein the apparent altitude is measured using a combination of global positioning system (“GPS”) information and barometric data.

7. A method as recited by claim 1, wherein the tracked object comprises one or more objects selected from the group consisting of:
a vehicle,
a person, and
a flying object.

8. A method as recited by claim 1, wherein the tracked object is an aircraft.

9. The method as recited by claim 8, wherein measuring the first apparent altitude of the tracked object comprises determining whether the tracked object is at ground level.

10. The method as recited by claim 9, wherein determining whether the tracked object is on the ground comprises receiving information from a weight on wheels (“WOW”) sensor.

11. The method as recited by claim 9, wherein determining whether the tracked object is on the ground comprises analyzing a set of flight data for the aircraft.

12. The method as recited by claim 11, wherein the flight data comprises one or more data elements selected from the group consisting of:
a groundspeed value,
an airspeed value,
a pitch value,
a roll value,
a wind speed value,
a wind direction value, and
a sound pressure level value.

13. The method as recited by claim 1, wherein the one or more additional apparent altitudes are measured subsequent to the certain point in time.

14. The method as recited by claim 1, wherein, for any given measured altitude value, (h) is performed substantially simultaneously with (g).

15. The method as recited by claim 1, wherein (h) is performed by a batch process.

16. A method as recited by claim 15, wherein (a)-(g) are performed during a mission, and wherein (h) is performed after the mission is complete.

17. The method as recited by claim 1, wherein (e) and (h) are performed when the aircraft is on the ground.

18. The method as recited by claim 1, wherein the tracked object is an aircraft, the method further comprising generating, at a computer, a simulation of a flight of the aircraft, based at least in part on the set of adjusted altitude values.

19. A computer software program product comprising one or more non-transitory computer readable media, the computer software program product comprising:
instructions to collect a set of measured altitude values at a set of intervals of discreet units of time;
instructions to store the set of altitude measurements on a computer readable medium;
instructions to collect a set of latitude and longitude coordinates at the set of intervals of discreet units of time;
instructions to store the set of coordinates on the computer readable medium;
based upon the latitude and longitude coordinates, instructions to reference the set of elevation data;
instructions to store the elevation data on the computer readable medium; and
instructions to compare the measured altitude values to the referenced elevations, wherein a tracked object is known to have been at a reference elevation of the referenced elevations at a certain point in time;
based on the comparison, instructions to determine a correction factor;
instructions to adjust one or more of the measured altitude values, based at least in part on the correction factor, to obtain a set of adjusted altitude values, wherein the one or more measured altitude values are measured prior to the determination of the correction factor; and
instructions to store the set of adjusted altitude values.

20. A computer software program of claim 19 further comprising, instructions to transmit the measured and adjusted altitude values to a ground component.

21. A system comprising a processor and a set of instructions executable by the processor, the set of instructions comprising:
instructions to collect a set of measured altitude values at a set of intervals of discreet units of time;
instructions to store the set of altitude measurements on a computer readable medium;
instructions to collect a set of latitude and longitude coordinates at the set of intervals of discreet units of time;
instructions to store the set of coordinates on the computer readable medium;
based upon the latitude and longitude coordinates, instructions to reference the set of elevation data;
instructions to store the elevation data on the computer readable medium;
instruction to compare the measured altitude values to the reference elevations, wherein a tracked object is known to have been at a reference elevation of the reference elevations at a certain point in time;
based on the comparison, instructions to determine a correction factor;
instructions to adjust one or more of the measured altitude values, based at least in part on the correction factor, to obtain a set of adjusted altitude values, wherein adjustment of the one or more measured altitude values is performed on one or more measured altitude values measured prior to the determination of the correction factor;
instructions to store the set of adjusted altitude values; and
instructions to transmit the set of adjusted altitude values to a ground component.

22. A processor and a set of instructions of claim 21 further comprising, instructions to transmit the measured altitude values to the ground component.

23. A system, comprising:
means for collecting a set of measured altitude values;
storage means for storing the altitude values;
means for determining latitude and longitude coordinates;
means for referencing elevation data, based on the latitude and longitude coordinates;
means for comparing the measured altitude values and the referenced elevation values, wherein a tracked object is known to have been at a referenced elevation of the referenced elevation values at a certain point in time;
means for producing a correction factor, based on the comparison; and
means for regressively adjusting one or more of the measured altitude values, based at least in part on the correction factor, to obtain a set of adjusted altitude values, wherein the one or more of the measured altitude values are stored prior to the production of the correction factor.

24. The method as recited by claim 1, wherein the one or more additional apparent altitudes are measured prior to the certain point in time.

25. The method of claim 1, wherein adjusting, using the first computer system, one or more of the measured altitude values, based at least in part on the correction factor, to obtain a set of adjusted altitude values utilizes a Kalman Filter.