Abstract:
A networked-speaker system which includes noise cancelling for active suppression of unwanted sounds. Feed-forward or feed-back cancelation can be used as appropriate for the location of the microphone sensing the noise.

Description:
FIELD OF THE INVENTION 
       [0001]    The present application relates generally to wireless speaker systems with noise cancelation. 
       BACKGROUND OF THE INVENTION 
       [0002]    People who enjoy high quality sound, for example in home entertainment systems, prefer to use multiple speakers for providing stereo, surround sound, and other high fidelity sound. As understood herein, unwanted external noises from other rooms in the home or from outside the home can interfere with the entertainment experience. 
       SUMMARY OF THE INVENTION 
       [0003]    Present principles provide a networked speaker system that uses networked speakers and microphones to implement feed-forward and/or feed-back noise cancelling technologies on a relatively larger scale. A signal from a microphone outside a room in which multiple networked speakers are located can be used in conjunction with a microphone within the room to improve the systems performance. The network connections of the speakers enable distribution of the components (microphones, loudspeakers, processing) of a noise cancelling system over a relatively large area. 
         [0004]    Accordingly, a device includes at least one computer readable storage medium bearing instructions executable by a processor, and at least one processor configured for accessing the computer readable storage medium to execute the instructions to configure the processor for receiving a noise signal from at least one microphone. The processor when executing the instructions is also configured for receiving room information indicating configuration of a room in which multiple speakers are located, receiving speaker location information indicating a location in the room of at least one speaker, and receiving listener location information indicating a target listener location. Based on at least the room information and listener location information, the processor when executing the instructions is configured for determining an amplitude and phase, at the target listener location, of noise represented by the noise signal at the target listener location. The processor when executing the instructions is also configured for, based on the room information, speaker location information, listener location information, and determination of the amplitude and phase of the noise at the target listener location, causing the at least one speaker to emit a noise cancelation signal calculated to have an amplitude equal to the amplitude of the noise at the target listener location and a phase opposite to the phase of the noise at the target listener location. 
         [0005]    In some embodiments the microphone is external to the room. In other embodiments the microphone is at the target listener location. In other embodiments the microphone is not at the target listener location. 
         [0006]    In example implementations the processor when executing the instructions may be configured for receiving microphone information indicating a location of the microphone, and based on at least the room information, microphone information, and listener location information, determining an amplitude and phase of the noise at the target listener location. 
         [0007]    The processor when executing the instructions may receive the room information indicating configuration of a room in which multiple speakers are located from a user interface (UI). Likewise, the processor when executing the instructions can receive the speaker location information indicating a location in the room of at least one speaker from a user interface (UI). Also, the processor when executing the instructions may receive the listener location information indicating a target listener location from a user interface (UI). 
         [0008]    In another aspect, a method includes receiving a noise signal from at least one microphone, and receiving from a user interface (UI) room information indicating configuration of a room in which multiple speakers are located. The method further includes receiving from a UI speaker location information indicating a location in the room of at least one speaker, receiving from a UI listener location information indicating a target listener location, and based on at least the room information and listener location information, determining noise characteristics at the target listener location. Based on the room information, speaker location information, listener location information, and determination of the noise characteristics at the target listener location, the method causes the at least one speaker to emit a noise cancelation signal calculated to substantially cancel the noise characteristics. 
         [0009]    In another aspect, a system includes at least one computer readable storage medium bearing instructions executable by a processor which is configured for accessing the computer readable storage medium to execute the instructions to configure the processor for accessing a networked audio speaker system. The processor when accessing the instructions is further configured for receiving at least a noise signal from a microphone, and configuring the networked audio speaker system for cancelling noise for active suppression of unwanted sounds represented by the noise signal. 
         [0010]    The details of the present application, both as to its structure and operation, can be best understood in reference to the accompanying drawings, in which like reference numerals refer to like parts, and in which: 
     
    
     
       BRIEF DESCRIPTION OF THE DRAWINGS 
         [0011]      FIG. 1  is a block diagram of an example system including an example in accordance with present principles; 
           [0012]      FIGS. 2 and 2A  are flow charts of example logic according to present principles; and 
           [0013]      FIG. 3  is an example user interface (UI) according to present principles. 
       
    
    
     DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENT 
       [0014]    This disclosure relates generally to computer ecosystems including aspects of multiple audio speaker ecosystems. A system herein may include server and client components, connected over a network such that data may be exchanged between the client and server components. The client components may include one or more computing devices that have audio speakers including audio speaker assemblies per se but also including speaker-bearing devices such as portable televisions (e.g. smart TVs, Internet-enabled TVs), portable computers such as laptops and tablet computers, and other mobile devices including smart phones and additional examples discussed below. These client devices may operate with a variety of operating environments. For example, some of the client computers may employ, as examples, operating systems from Microsoft, or a Unix operating system, or operating systems produced by Apple Computer or Google. These operating environments may be used to execute one or more browsing programs, such as a browser made by Microsoft or Google or Mozilla or other browser program that can access web applications hosted by the Internet servers discussed below. 
         [0015]    Servers may include one or more processors executing instructions that configure the servers to receive and transmit data over a network such as the Internet. Or, a client and server can be connected over a local intranet or a virtual private network. 
         [0016]    Information may be exchanged over a network between the clients and servers. To this end and for security, servers and/or clients can include firewalls, load balancers, temporary storages, and proxies, and other network infrastructure for reliability and security. One or more servers may form an apparatus that implement methods of providing a secure community such as an online social website to network members. 
         [0017]    As used herein, instructions refer to computer-implemented steps for processing information in the system. Instructions can be implemented in software, firmware or hardware and include any type of programmed step undertaken by components of the system. 
         [0018]    A processor may be any conventional general purpose single- or multi-chip processor that can execute logic by means of various lines such as address lines, data lines, and control lines and registers and shift registers. A processor may be implemented by a digital signal processor (DSP), for example. 
         [0019]    Software modules described by way of the flow charts and user interfaces herein can include various sub-routines, procedures, etc. Without limiting the disclosure, logic stated to be executed by a particular module can be redistributed to other software modules and/or combined together in a single module and/or made available in a shareable library. 
         [0020]    Present principles described herein can be implemented as hardware, software, firmware, or combinations thereof; hence, illustrative components, blocks, modules, circuits, and steps are set forth in terms of their functionality. 
         [0021]    Further to what has been alluded to above, logical blocks, modules, and circuits described below can be implemented or performed with a general purpose processor, a digital signal processor (DSP), a field programmable gate array (FPGA) or other programmable logic device such as an application specific integrated circuit (ASIC), discrete gate or transistor logic, discrete hardware components, or any combination thereof designed to perform the functions described herein. A processor can be implemented by a controller or state machine or a combination of computing devices. 
         [0022]    The functions and methods described below, when implemented in software, can be written in an appropriate language such as but not limited to C# or C++, and can be stored on or transmitted through a computer-readable storage medium such as a random access memory (RAM), read-only memory (ROM), electrically erasable programmable read-only memory (EEPROM), compact disk read-only memory (CD-ROM) or other optical disk storage such as digital versatile disc (DVD), magnetic disk storage or other magnetic storage devices including removable thumb drives, etc. A connection may establish a computer-readable medium. Such connections can include, as examples, hard-wired cables including fiber optics and coaxial wires and digital subscriber line (DSL) and twisted pair wires. Such connections may include wireless communication connections including infrared and radio. 
         [0023]    Components included in one embodiment can be used in other embodiments in any appropriate combination. For example, any of the various components described herein and/or depicted in the Figures may be combined, interchanged or excluded from other embodiments. 
         [0024]    “A system having at least one of A, B, and C” (likewise “a system having at least one of A, B, or C” and “a system having at least one of A, B, C”) includes systems that have A alone, B alone, C alone, A and B together, A and C together, B and C together, and/or A, B, and C together, etc. 
         [0025]    Now specifically referring to  FIG. 1 , an example system  10  is shown, which may include one or more of the example devices mentioned above and described further below in accordance with present principles. The first of the example devices included in the system  10  is an example consumer electronics (CE) device  12 . The CE device  12  may be, e.g., a computerized Internet enabled (“smart”) telephone, a tablet computer, a notebook computer, a wearable computerized device such as e.g. computerized Internet-enabled watch, a computerized Internet-enabled bracelet, other computerized Internet-enabled devices, a computerized Internet-enabled music player, computerized Internet-enabled head phones, a computerized Internet-enabled implantable device such as an implantable skin device, etc., and even e.g. a computerized Internet-enabled television (TV). Regardless, it is to be understood that the CE device  12  is configured to undertake present principles (e.g. communicate with other devices to undertake present principles, execute the logic described herein, and perform any other functions and/or operations described herein). 
         [0026]    Accordingly, to undertake such principles the CE device  12  can be established by some or all of the components shown in  FIG. 1 . For example, the CE device  12  can include one or more touch-enabled displays  14 , one or more speakers  16  for outputting audio in accordance with present principles, and at least one additional input device  18  such as e.g. an audio receiver/microphone for e.g. entering audible commands to the CE device  12  to control the CE device  12 . The example CE device  12  may also include one or more network interfaces  20  for communication over at least one network  22  such as the Internet, an WAN, an LAN, etc. under control of one or more processors  24 . It is to be understood that the processor  24  controls the CE device  12  to undertake present principles, including the other elements of the CE device  12  described herein such as e.g. controlling the display  14  to present images thereon and receiving input therefrom. Furthermore, note the network interface  20  may be, e.g., a wired or wireless modem or router, or other appropriate interface such as, e.g., a wireless telephony transceiver, Wi-Fi transceiver, etc. 
         [0027]    In addition to the foregoing, the CE device  12  may also include one or more input ports  26  such as, e.g., a USB port to physically connect (e.g. using a wired connection) to another CE device and/or a headphone port to connect headphones to the CE device  12  for presentation of audio from the CE device  12  to a user through the headphones. The CE device  12  may further include one or more tangible computer readable storage medium or memory  28  such as disk-based or solid state storage. Also in some embodiments, the CE device  12  can include a position or location receiver such as but not limited to a GPS receiver and/or altimeter  30  that is configured to e.g. receive geographic position information from at least one satellite and provide the information to the processor  24  and/or determine an altitude at which the CE device  12  is disposed in conjunction with the processor  24 . However, it is to be understood that that another suitable position receiver other than a GPS receiver and/or altimeter may be used in accordance with present principles to e.g. determine the location of the CE device  12  in e.g. all three dimensions. 
         [0028]    Continuing the description of the CE device  12 , in some embodiments the CE device  12  may include one or more cameras  32  that may be, e.g., a thermal imaging camera, a digital camera such as a webcam, and/or a camera integrated into the CE device  12  and controllable by the processor  24  to gather pictures/images and/or video in accordance with present principles. Also included on the CE device  12  may be a Bluetooth transceiver  34  and other Near Field Communication (NFC) element  36  for communication with other devices using Bluetooth and/or NFC technology, respectively. An example NFC element can be a radio frequency identification (RFID) element. 
         [0029]    Further still, the CE device  12  may include one or more motion sensors (e.g., an accelerometer, gyroscope, cyclometer, magnetic sensor, infrared (IR) motion sensors such as passive IR sensors, an optical sensor, a speed and/or cadence sensor, a gesture sensor (e.g. for sensing gesture command), etc.) providing input to the processor  24 . The CE device  12  may include still other sensors such as e.g. one or more climate sensors (e.g. barometers, humidity sensors, wind sensors, light sensors, temperature sensors, etc.) and/or one or more biometric sensors providing input to the processor  24 . In addition to the foregoing, it is noted that in some embodiments the CE device  12  may also include a kinetic energy harvester to e.g. charge a battery (not shown) powering the CE device  12 . 
         [0030]    In some examples the CE device  12  is used to control multiple (“n”, wherein “n” is an integer greater than one) speakers  40 , each of which receives signals from a respective amplifier  42  over wired and/or wireless links to transduce the signal into sound. Each amplifier  42  may receive over wired and/or wireless links an analog signal that has been converted from a digital signal by a respective standalone or integral (with the amplifier) digital to analog converter (DAC)  44 . The DACs  44  may receive, over respective wired and/or wireless channels, digital signals from a digital signal processor (DSP)  46  or other processing circuit. The DSP  46  may receive source selection signals over wired and/or wireless links from plural analog to digital converters (ADC)  48 , which may in turn receive appropriate auxiliary signals and, from a control processor  50  of a control device  52 , digital audio signals over wired and/or wireless links. The control processor  50  may access a computer memory  54  such as any of those described above and may also access a network module  56  to permit wired and/or wireless communication with, e.g., the Internet. As shown in  FIG. 1 , the control processor  50  may also communicate with each of the ADCs  48 , DSP  46 , DACs  44 , and amplifiers  42  over wired and/or wireless links. The control device  52 , while being shown separately from the CE device  12 , may be implemented by the CE device  12 . In some embodiments the CE device  12  is the control device and the CPU  50  and memory  54  are distributed in each individual speaker as individual speaker processing units. In any case, each speaker  40  can be separately addressed over a network from the other speakers. 
         [0031]    More particularly, in some embodiments, each speaker  40  may be associated with a respective network address such as but not limited to a respective media access control (MAC) address. Thus, each speaker may be separately addressed over a network such as the Internet. Wired and/or wireless communication links may be established between the speakers  40 /CPU  50 , CE device  12 , and server  60 , with the CE device  12  and/or server  60  being thus able to address individual speakers, in some examples through the CPU  50  and/or through the DSP  46  and/or through individual processing units associated with each individual speaker  40 , as may be mounted integrally in the same housing as each individual speaker  40 . Thus, as alluded to above, the CPU  50  may be distributed in individual processing units in each speaker  40 . 
         [0032]    The CE device  12  and/or control device  52  (when separate from the CE device  12 ) and/or individual speaker trains (speaker+amplifier+DAC+DSP, for instance) may communicate over wired and/or wireless links with the Internet  22  and through the Internet  22  with one or more network servers  60 . Only a single server  60  is shown in  FIG. 1 . A server  60  may include at least one processor  62 , at least one tangible computer readable storage medium  64  such as disk-based or solid state storage, and at least one network interface  66  that, under control of the processor  62 , allows for communication with the other devices of  FIG. 1  over the network  22 , and indeed may facilitate communication between servers and client devices in accordance with present principles. Note that the network interface  66  may be, e.g., a wired or wireless modem or router, Wi-Fi transceiver, or other appropriate interface such as, e.g., a wireless telephony transceiver. 
         [0033]    Accordingly, in some embodiments the server  60  may be an Internet server, may include and perform “cloud” functions such that the devices of the system  10  may access a “cloud” environment via the server  60  in example embodiments. In a specific example, the server  60  downloads a software application to the CE device  12  for control of the speakers  40  according to logic below. The CE device  12  in turn can receive certain information from the speakers  40 , such as their GPS location, and/or the CE device  12  can receive input from the user, e.g., indicating the locations of the speakers  40  as further disclosed below. Based on these inputs at least in part, the CE device  12  may execute the speaker optimization logic discussed below, or it may upload the inputs to a cloud server  60  for processing of the optimization algorithms and return of optimization outputs to the CE device  12  for presentation thereof on the CE device  12 , and/or the cloud server  60  may establish speaker configurations automatically by directly communicating with the speakers  40  via their respective addresses, in some cases through the CE device  12 . Note that if desired, each speaker  40  may include a respective one or more lamps  68  that can be illuminated on the speaker. 
         [0034]    Typically, the speakers  40  are disposed in an enclosure  70  such as a room, e.g., a living room. Note that each speaker or a group of speakers may themselves be located in a speaker enclosure with the room enclosure  70 . For purposes of disclosure, the enclosure  70  has (with respect to the example orientation of the speakers shown in  FIG. 1 ) a front wall  72 , left and right side walls  74 ,  76 , and a rear wall  78 . One or more listeners  82  may occupy the enclosure  70  to listen to audio from the speakers  40 . One or microphones  80  may be arranged in the enclosure for measuring signals representative of sound in the enclosure  70 , sending those signals via wired and/or wireless links to the CPU  50  and/or the CE device  12  and/or the server  60 . In the non-limiting example shown, each speaker  40  supports a microphone  80 , it being understood that the one or more microphones may be arranged elsewhere in the system if desired. For example, at least one microphone assembly  81  is located outside the enclosure  70  for noise cancelation purposes. The assembly  81  includes a microphone and if desired a processor and a network interface such as a wireless transceiver to communicate with one or more of the CE device  12 , server  60 , and CPU  50  either directly or through the Internet. 
         [0035]    Disclosure below may refer to establishing noise cancelation waves or other similar determinations. It is to be understood that such determinations may be made using sonic wave calculations known in the art, in which the acoustic waves frequencies (and their harmonics) from each speaker, given its frequency response assignation, are computationally modeled in the enclosure  70  and the locations of constructive and destructive wave interference determined based on where the speaker is and where the walls  72 - 78  are. As mentioned above, the computations may be executed, e.g., by the CE device  12  and/or by the cloud server  60 , with results of the computations being returned to the CE device  12  for presentation thereof and/or used to automatically establish parameters of the speakers. 
         [0036]    As an example, a speaker may emit a band of frequencies between 20 Hz and 30 Hz, and frequencies (with their harmonics) of 20 Hz, 40 Hz, and 60 Hz may be modeled to propagate in the enclosure  70  with constructive and destructive interference locations noted and recorded. Other frequencies also can be modeled, e.g., 20-200 Hz frequencies, with harmonics if desired. The wave interference patterns of other speakers based on the modeled expected frequency response assignations and the locations in the enclosure  70  of those other speakers may be similarly computationally modeled together to render an acoustic model for a particular speaker system physical layout in the enclosure  70  with a particular speaker frequency response assignation. In some embodiments, reflection of sound waves from one or more of the walls  72 - 78  may be accounted for in determining wave interference. In other embodiments reflection of sound waves from one or more of the walls  72 - 78  may not be accounted for in determining wave interference. The acoustic model based on wave interference computations may furthermore account for particular speaker parameters such as but not limited to equalization (EQ). The parameters may also include delays, i.e., sound track delays between speakers, which result in respective wave propagation delays relative to the waves from other speakers, which delays may also be accounted for in the modeling. A sound track delay refers to the temporal delay between emitting, using respective speakers, parallel parts of the same soundtrack, which temporally shifts the waveform pattern of the corresponding speaker. The parameters can also include volume, which defines the amplitude of the waves from a particular speaker and thus the magnitude of constructive and destructive interferences in the waveform. Collectively, a combination of speaker location, frequency response assignation, and parameters may be considered to be a “configuration”. 
         [0037]    Each variable (speaker location, frequency response assignation, and individual parameters) may then be computationally varied as the other variables remain static to render a different configuration having a different acoustic model for generating noise cancelation acoustic waves. For example, one model may be generated for the speakers of a system being in respective first locations, and then a second model computed by assuming that at least one of the speakers has been moved to a second location different from its first location, and each such computation may be repeated for various frequency response assignations and speaker parameter(s) to render a set of computations for multiple permutations and combinations of speaker location/frequency response assignation/parameter. Similarly, a first model may be generated for speakers of a system having a first set of frequency response assignations, and then a second model may be computed by assuming that at least one of the speakers has been assigned a second frequency band to transmit different from its first frequency response assignation. Yet again, if one speaker location/frequency response assignation combination is evaluated as presenting a poor configuration, the model may introduce, speaker by speaker, a series of incremental delays, reevaluating the acoustic model for each delay increment, until a particular set of delays to render the particular speaker location/frequency response assignation combination acceptable is determined. Acoustic models for any number of speaker location/frequency response assignation/speaker parameter (i.e., for any number of configurations) may be calculated in this way. 
         [0038]    Each acoustic model may then be evaluated based at least in part on the locations and/or magnitudes of the constructive and destructive interferences in that model to render one or more of the determinations/recommendations below. The evaluations may be based on heuristically-defined rules. Non-limiting examples of such rules may be that a particular configuration is evaluated as “good” if an assumed noise wave pattern at a target listener location in the enclosure  70  can be canceled, within a threshold decibel reduction if desired, by the speaker configuration. Or, a rule might evaluate a configuration as “good” if it can cancel a threshold number of different noise frequency/phase/amplitude combinations at a target location. Other heuristics may be used. 
         [0039]    The location of the walls  72 - 78  may be input by the user using, e.g., a user interface (UI) in which the user may draw, as with a finger or stylus on a touch screen display  14  of a CE device  12 , the walls  72 - 78  and locations of the speakers  40 . Or, the position of the walls may be measured by emitting chirps, including a frequency sweep of chirps, in sequence from each of the speakers  40  as detected by each of the microphones  80  and/or from the microphone  18  of the CE device  12 , determining, using the formula distance=speed of sound multiplied by time until an echo is received back, the distance between the emitting microphone and the walls returning the echoes. Note in this embodiment the location of each speaker (inferred to be the same location as the associated microphone) is known as described above. By computationally modeling each measured wall position with the known speaker locations, the contour of the enclosure  70  can be approximately mapped. 
         [0040]    Now referring to  FIG. 2 , a flow chart of example logic is shown. The logic shown in  FIG. 2  may be executed by one or more of the CPU  50 , the CE device  12  processor  24 , and the server  60  processor  62 . The logic may be executed at application boot time when a user, e.g. by means of the CE device  12 , launches a control application. 
         [0041]    Of particular focus herein is noise cancelation. Commencing at block  100 , a target speaker location is received as, e.g., input by the user via a user interface (UI) such as the example UI in  FIG. 3 , or by assuming a default location, e.g., X feet directly in front of a speaker array. Room (enclosure  70 ) dimensions also are received, either by user input (e.g., via the UI of  FIG. 3 ), accessing an electronic map of the enclosure, detecting enclosure walls using test chirps from speakers and receiving echoes using the above-described microphones, etc. When feed-forward cancelation is used, the location of the detecting feed-forward microphone(s)  81  is also received, again from user input or from GPS information from the microphone when it is provided with a GPS receiver and a network interface, etc. When feedback noise cancelation is used, the microphone  81 , as will be appreciated by the skilled artisan, is co-located with the listener position, e.g., is mounted on headphones worn by the user. 
         [0042]    At block  102 , noise signals are received from the noise cancelation microphone, e.g., the microphone  81 . A cancelation sound of equal magnitude and frequency but opposite phase to the signal received from the noise-cancelation microphone is generated to occur in this relationship to the noise signal at the target listener location. This may done at block  104  by modeling the noise signal received from the microphone  81  as propagating in a wave from the location of the microphone  81  to the location of the listener. The amplitude, frequency, and phase of the noise at the speaker is thus determined using wave propagation modeling accounting for the acoustic dimensions of the enclosure  70 . Then, a cancelation wave is generated from one or more speakers  40  by calculating a wave of the same frequency as the noise wave with an amplitude and phase at the emitting cancelation speaker that will result in the same amplitude as calculated for the noise at the listener location, but of opposite phase to the noise at the location of the listener. The same principles may be applied to feedback systems except that the noise detecting microphone is modeled as being at the same location as the listener. 
         [0043]    It is to be understood at this point that the noise cancelation described previously uses acoustic wave propagation analysis. 
         [0044]    To determine speaker location, position information may be received from each speaker  40  as sensed by a global positioning satellite (GPS) receiver on the speaker, or as determined using Wi-Fi (via the speaker&#39;s MAC address, Wi-Fi signal strength, triangulation, etc. using a Wi-Fi transmitter associated with each speaker location, which may be mounted on the respective speaker) to determine speaker location. Or, the speaker location may be input by the user as discussed further below. 
         [0045]    As stated above, each variable of the speaker configuration (location and/or frequency response assignation and/or speaker parameter) may be varied individually and incrementally to establish a noise cancelation signal. If measurement microphones are available to measure the dimensions of the enclosure  70 , the user can be through a measurement routine. In one example, the user is guided to cause each individual speaker in the system to emit a test sound (“chirp”) that the microphones  80  and/or microphone  18  of the CE device  12  detect and provide representative signals thereof to the processor or processors executing the logic, which, based on the test chirps and echoes thereof, can determine the location of the walls of the enclosure. 
         [0046]      FIG. 2A  illustrates supplemental logic in addition to or in lieu of some of the logic disclosed elsewhere herein that may be employed in example non-limiting embodiments to discover and map speaker location and room (enclosure  70 ) boundaries. Commencing at block  500 , the speakers are energized and a discovery application for executing the example logic below is launched on the CE device  12 . If the CE device  12  has range finding capability at decision diamond  504 , the CE device (assuming it is located in the enclosure) automatically determines the dimensions of the enclosure in which the speakers are located relative to the current location of the CE device  12  as indicated by, e.g., the GPS receiver of the CE device. Thus, not only the contours but the physical locations of the walls of the enclosure are determined. This may be executed by, for example, sending measurement waves (sonic or radio/IR) from an appropriate transceiver on the CE device  12  and detecting returned reflections from the walls of the enclosure, determining the distances between transmitted and received waves to be one half the time between transmission and reception times the speed of the relevant wave. Or, it may be executed using other principles such as imaging the walls and then using image recognition principles to convert the images into an electronic map of the enclosure. 
         [0047]    From block  506  the logic moves to block  508 , wherein the CE device queries the speakers, e.g., through a local network access point (AP), by querying for all devices on the local network to report their presence and identities, parsing the respondents to retain for present purposes only networked audio speakers. On the other hand, if the CE device does not have rangefinding capability the logic moves to block  510  to prompt the user of the CE device to enter the room dimensions. 
         [0048]    From either block  508  or block  510  the logic flows to block  512 , wherein the CE device  12  sends, e.g., wirelessly via Bluetooth, Wi-Fi, or other wireless link a command for the speakers to report their locations. These locations may be obtained by each speaker, for example, from a local GPS receiver on the speaker, or a triangulation routine may be coordinated between the speakers and CE device  12  using ultra wide band (UWB) principles. UWB location techniques may be used, e.g., the techniques available from DecaWave of Ireland, to determine the locations of the speakers in the room. Some details of this technique are described in Decawave&#39;s USPP 20120120874, incorporated herein by reference. Essentially, UWB tags, in the present case mounted on the individual speaker housings, communicate via UWB with one or more UWB readers, in the present context, mounted on the CE device  12  or on network access points (APs) that in turn communicate with the CE device  12 . Other techniques may be used. 
         [0049]    The logic moves from block  512  to decision diamond  514 , wherein it is determined, for each speaker, whether its location is within the enclosure boundaries determined at block  506 . For speakers not located in the enclosure the logic moves to block  516  to store the identity and location of that speaker in a data structure that is separate from the data structure used at block  518  to record the identities and IDs of the speakers determined at decision diamond  514  to be within the enclosure. Each speaker location is determined by looping from decision diamond  520  back to block  512 , and when no further speakers remain to be tested, the logic concludes at block  522  by continuing with any remaining system configuration tasks divulged herein. 
         [0050]      FIG. 3  shows an example UI  156  that may be presented on the CE device  12  according to discussion above. The user is prompted  158  to touch speaker locations and trace as by a finger or stylus the enclosure  70  walls, and further to name speakers and indicate a target listener location. Accordingly, the user has, in the example shown, drawn at  160  the enclosure  70  boundaries and touched at  162  the speaker locations in the enclosure. At  164  the speaker has input speaker names of the respective speakers, in this case also defining the frequency response assignation desired for each speaker. At  166  the user has traced the direction of the sonic axis of each speaker, thereby defining the orientation of the speaker in the enclosure. At  168  the user has touched the location corresponding to a desired target listener location. At  170  the user has indicated the location of the feed-forward external microphone  81 . These inputs are then used in the logic of  FIG. 2  when executing the various waveform interference-based steps. 
         [0051]    A Wi-Fi or network connection to the server  60  from the CE device  12  and/or CPU  50  may be provided to enable updates or acquisition of the control application. The application may be vended or otherwise included or recommended with audio products to aid the user in achieving the best system performance. An application (e.g., via Android, iOS, or URL) can be provided to the customer for use on the CE device  12 . The user initiates the application, answers the questions/prompts above, and receives recommendations as a result. Parameters such as EQ and time alignment may be updated automatically via the network. 
         [0052]    While the particular WIRELESS SPEAKER SYSTEM WITH NOISE CANCELATION is herein shown and described in detail, it is to be understood that the subject matter which is encompassed by the present invention is limited only by the claims.