Abstract:
This document describes techniques and devices for radar-based gesture sensing and data transmission. The techniques enable, through a radar system, seamless and intuitive control of, and data transmission between, computing devices. This radar system can both transmit data and sense gestures, thereby performing with a single system, control of many devices and data transmission with those devices. Not only can this provide control of many devices, from refrigerators to laptops, this radar system also allows high-bandwidth data transmission between devices.

Description:
PRIORITY APPLICATION 
       [0001]    This application claims priority under 35 U.S.C. §119(e) to U.S. Provisional Patent Application No. 62/034,560, entitled “Radar-Based Gesture Sensing and Data Transmission” and filed on Aug. 7, 2014, the disclosure of which is incorporated in its entirety by reference herein. 
     
    
     BACKGROUND 
       [0002]    With the proliferation of computing devices in nearly every aspect of modern life—from automobiles to home appliances—users increasingly desire seamless and intuitive ways to control these many devices. Because of this need, control devices have proliferated for these computing devices, such as a television&#39;s remote, a gaming system&#39;s gesture-sensing camera, a tablet computer&#39;s touch screen, a desktop computer&#39;s keyboard, a smart-phone&#39;s audio-based controller, or a microwave oven&#39;s button control pad. This conventional use of many control devices is expensive and fails to provide seamless and intuitive control desired by users. 
         [0003]    This proliferation of computing devices has also increased many user&#39;s desire to integrate communication between these devices, such as to pass a song from a smart phone with limited audio capabilities to a home stereo system or a television program from a tablet computer with a small screen to a large-screen television. 
       SUMMARY 
       [0004]    This document describes techniques and devices for radar-based gesture sensing and data transmission. The techniques enable, through a radar system, seamless and intuitive control of, and data transmission between, computing devices. This radar system can both transmit data and sense gestures, thereby performing with a single system, control of many devices and data transmission with those devices. Not only can this provide control of many devices, from refrigerators to laptops, this radar system also allows high-bandwidth data transmission between devices. 
         [0005]    This summary is provided to introduce simplified concepts concerning radar-based gesture sensing and data transmission, which are further described below in the Detailed Description. This summary is not intended to identify essential features of the claimed subject matter, nor is it intended for use in determining the scope of the claimed subject matter. 
     
    
     
       BRIEF DESCRIPTION OF THE DRAWINGS 
         [0006]    Embodiments of techniques and devices for radar-based gesture sensing and data transmission are described with reference to the following drawings. The same numbers are used throughout the drawings to reference like features and components: 
           [0007]      FIG. 1  illustrates an example environment in which radar-based gesture sensing and data transmission can be implemented. 
           [0008]      FIG. 2  illustrates an example radar transmission emitted by a radar system of a wearable computing device. 
           [0009]      FIG. 3  illustrates an example radar transmission emitted by a radar system and interacted with by a finger of a user. 
           [0010]      FIG. 4  illustrates an example radar communication device having the radar system of  FIG. 1 . 
           [0011]      FIG. 5  illustrates an example receiving device having the radar system of  FIG. 1 . 
           [0012]      FIG. 6  illustrates an example method enabling radar-based gesture sensing and data transmission from a radar-communication device. 
           [0013]      FIG. 7  illustrates another example method enabling radar-based gesture sensing and data transmission performed at a receiving device. 
           [0014]      FIG. 8  illustrates an example device embodying, or in which techniques may be implemented that enable use of, a radar-based gesture sensing and data transmission. 
       
    
    
     DETAILED DESCRIPTION 
       [0015]    Overview 
         [0016]    This document describes techniques and devices enabling radar-based gesture sensing and data transmission. These techniques and devices enable users to control and transmit data with a radar system rather than multiple different kinds of control devices, thereby permitting users to learn one simple system rather than many different systems to control their devices. Further, these techniques and devices also enable data transmission with this radar system, thereby reducing costs not only by reducing the number and type of control devices, but also by replacing other data transmission systems. 
         [0017]    Consider, for example, a user that wishes to transmit a playlist of songs from her smartphone to her stereo system. Assume that, in one room of her home, she has three radar-sensitive devices, the stereo system, a television, and a thermostat to control her apartment&#39;s heating and cooling. She may simply point her smartphone in the direction of her stereo system and then make a hand gesture between her smartphone and her stereo system, such as a hand-swipe from her smartphone toward her stereo system. The techniques can determine, based on this pointing and gesture, to transmit the playlist of songs from her smartphone through the radar system and to her stereo system. The radar system may also enable her to continue to control her stereo system by sensing gestures in a radar field (even the radar field transmitting data to the stereo system), such as to pause a song or turn up the stereo system&#39;s volume. 
         [0018]    Example Environment 
         [0019]      FIG. 1  is an illustration of an example environment  100  in which techniques using, and an apparatus including, a radar system for gesture sensing and data transmission may be embodied. Environment  100  includes a radar-communication device  102  having a radar system  104 , a radar transmission  106  provided by radar system  104 , and a receiving device  108 , which receives radar transmission  106 . As shown, a user  110  points his radar-communication device  102  in a direction of receiving device  108 . With this direction and a gesture that interacts with radar transmission  106  (described below), the techniques establish communication with, or control of, receiving device  108 . 
         [0020]    Radar system  104  is configured to transmit data and to sense gestures. To enable this, radar system  104  includes a radio element  112 , a radar antenna  114 , a signal processor  116 , a transceiver  118 , system processors  120 , system media  122 , and a system manager  124 . 
         [0021]    Generally, radio element  112  is configured to provide a radar transmission capable of transmitting data. Radio element  112  can be configured to emit continuously modulated radiation, ultra-wideband radiation, and/or sub-millimeter-frequency radiation. Radio element  112 , in some cases, is configured to form radiation in beams, the beams aiding a receiving device, and/or radar antenna  114  and signal processor  116 , to determine which of the beams are interrupted, and thus locations of interactions within a field having the radar transmission. In some cases, radio element  112  is configured to transmit radar that penetrates fabric or other obstructions and reflect from human tissue. These fabrics or obstructions can include wood, glass, plastic, cotton, wool, nylon and similar fibers, and so forth, while reflecting from human tissues, such as a person&#39;s hand, thereby potentially improving gesture recognition as clothing or other obstructions can be overcome. 
         [0022]    In more detail, radio element  112  can be configured to emit microwave radiation in a 1 GHz to 300 GHz range, a 3 GHz to 100 GHz range, and narrower bands, such as 57 GHz to 63 GHz. This frequency range affects radar antenna  114 &#39;s ability to receive interactions, such as to track locations of two or more targets to a resolution of about two to about 25 millimeters. Radio element  112  can be configured, along with other entities of radar system  104 , to have a relatively fast update rate, which can aid in resolution of the interactions. 
         [0023]    By selecting particular frequencies, radar system  104  can operate to substantially penetrate clothing while not substantially penetrating human tissue. Further, radar antenna  114  or signal processor  116  can be configured to differentiate between interactions in the radar field caused by clothing from those interactions in the radar field caused by human tissue. Thus, a person wearing gloves or a long sleeve shirt that could interfere with sensing gestures with some conventional techniques, can still be sensed with radar system  104 . 
         [0024]    Radar antenna  114  is configured to sense interactions in the radar transmissions and signal processor  116  is configured to process the sensed interactions sufficient to provide gesture data usable to determine a gesture from the sensed interactions. In some cases interactions are also or instead sensed by a receiving device, which is described later below. Radar antenna  114  can include one or many sensors, such as an array of radiation sensors, the number in the array based on a desired resolution and the type or types of radar being transmitted. Radar antenna  114  is configured to receive reflections of the radar transmission, including those caused by two or more targets (e.g., fingers), and signal processor  116  is configured to process the sensed interactions sufficient to provide data usable to determine gestures. 
         [0025]    An example of a radar transmission and a gesture interaction within that radar transmission is illustrated in  FIG. 2 , which shows radar transmission  202  emitted by radar system  104  of a wearable computing device. In this particular example, the wearable computing device is illustrated as wearable computing bracelet  204 , though any suitable computing device, wearable or otherwise, may implement the techniques described herein. Radar transmission  202  is interacted with by a person&#39;s finger  206 , which causes a refection (not shown) in radar transmission  202 . This reflection, as noted, can be received and processed to provide data from which a gesture is determined. 
         [0026]    By way of a second example, consider  FIG. 3 , which illustrates a radar transmission  302  (the transmission shown truncated) emitted by radar system  104 , which here is not part of a computing device. This radar transmission  302  is shown interacted with by fingers  304 , which again causes reflections in radar transmission  302 . 
         [0027]    A user may perform complex or simple gestures with a hand or fingers (or a device like a stylus) that interrupts the radar transmission. Example gestures include the many gestures usable with current touch-sensitive displays, such as swipes, two-finger pinch and spread, tap, and so forth. Other gestures are enabled that are complex, or simple but three-dimensional, examples include many sign-language gestures, e.g., those of American Sign Language (ASL) and other sign languages worldwide. A few of these include an up-and-down fist, which in ASL means “Yes”, an open index and middle finger moving to connect to an open thumb, which means “No”, a flat hand moving up a step, which means “Advance”, a flat and angled hand moving up and down, which means “Afternoon”, clenched fingers and open thumb moving to open fingers and an open thumb, which means “taxicab”, an index finger moving up in a roughly vertical direction, which means “up”, and so forth. These are but a few of many gestures that can sensed by radar system  104 . 
         [0028]    Returning to  FIG. 1 , radar system  104  may include transceiver  118 , which in some cases aids in communicating in manners other than through radar. In cases where radar system  104  is included with a computing device, transceiver  118  may not be used. As noted gesture data can be transmitted through radio element  112  or transceiver  118 . This gesture data can be provided in a format usable by a receiving device sufficient for the receiving device to determine the gesture in those cases where the gesture is not determined by radar system  104  or a computing device into which radar system  104  is integrated. 
         [0029]    Radar system  104  may include one or more system processors  120  and system media  122  (e.g., one or more computer-readable storage media). System media  122  includes system manager  124 , which can perform various operations, including determining a gesture based on gesture data from signal processor  116 , mapping the determined gesture to a pre-configured control gesture associated with a control input associated with a receiving device, and causing radio element  112  or transceiver  118  to transmit the control input to the receiving device effective to enable control of the device. This is but one of the ways in which the above-mentioned control through radar system  104  can be enabled. Operations of system manager  224  are described in greater detail as part of methods  600  and  700  below. 
         [0030]    Radar system  104  can be used with, or embedded within, many different garments, accessories, and computing devices. Consider, for example,  FIG. 4 , which illustrates radar-communication device  102  in greater detail. Radar-communication device  102  includes radar system  104 , one or more computer processors  402 , and computer-readable media  404 , which includes memory media and storage media. Applications and/or an operating system (not shown) embodied as computer-readable instructions on computer-readable media  404  can be executed by processors  402  to provide some of the functionalities described herein. Computer-readable media  404  also includes gesture manager  406  (described below). Example radar-communication devices  102  include computing devices, such as computing spectacles  408 , a computing bracelet  410  (e.g., smart watch), and a smart phone  412 . Devices having little or no computing may also be used, including radar transmitter  414 , which includes a network interface  416 , but may or may not include computer processors  402 , gesture manager  406 , display  418 , and direction sensors  420 . 
         [0031]    Direction sensors  420  are capable of sensing a user&#39;s directional selection through various input manners and devices, which range from buttons, capacitive sensors, radar fields, and touch screens to orientation sensors capable of determining an orientation or orientation change of radar-communication device  102 . Further, direction can be sensed without movement of radar-communication device  102 , such as through gestures made within a radar transmission or other non-directional selection. For a radar transmission that can be received by multiple devices, selection of the receiving device can be made without changing the direction but instead making a gesture in the radar field that indicates selection of the intended receiving device. This gesture can be directional to the device—such as movement from radar-communication device  102  toward receiving device  108 , or be a gesture associated with the particular device. 
         [0032]    Buttons, capacitive sensors, and touch screens enable a user to select receiving devices or controls of a receiving device, such as to increase a volume or pause a program with a button associated with that control on radar-communication device  102  (e.g., a button on radar-communication device  102  for altering volume can be used to control receiving device  108 ). Touch screens or pads enable a user to select controls and devices with visual controls similar to the buttons but also through zooming gestures, such as a pinch gesture to zoom out or a spread gesture to zoom in. Cameras and orientation sensors can determine selections that tilt, turn, move in, move out, move up, move left, move right, and move down radar-communication device  102 , to name just a few. 
         [0033]    Direction sensors  420  may also include orientations sensors, which can include micromachined accelerometers, which may also be referred to as microelectromechanical system (MEMS) based accelerometers. These micromachined accelerometers, depending on the types, are configured to measure, in multiple axes, magnitude and direction of proper acceleration (e.g., G-force) as a vector quantity. By so doing, the micromachined accelerometers can sense orientation, coordinate acceleration, vibration, shock, and falling. For use as orientation sensors, these micromachined accelerometers can sense six degrees of freedom of radar-communication device  102 , including three degrees of freedom in translation (X, Y, and Z) and three in rotation (pitch, yaw, and roll). Cameras can be used to track a device&#39;s location, such as relative to a user viewing the display, by tracking imaged objects (e.g., a book pictured by the camera can be used to determine, based on the book changing size or location in an image captured by the camera, an orientation or location in three dimensions of the display) or objects that relate to the viewer, such as by tracking a user&#39;s facial features (e.g., eyes, cornea, irises). 
         [0034]    Radar-communication device  102  may implement little or no computer software, such as when configured as radar transmitter  414 . In addition to the example device shown, radar-communication device  102  may also be implemented as other small wearable devices, such as a ring, bracelet, or broach or small handheld remote controllers and so forth. 
         [0035]    As noted above, radar-communication device  102 , using radar system  104 , communicates with a receiving device, such as receiving device  108  of  FIG. 1 . In more detail, consider  FIG. 5 , which illustrates an example receiving device  108 . Receiving device  108  is illustrated with various non-limiting example devices, desktop computer  108 - 1 , a television  108 - 2 , a tablet  108 - 3 , a laptop  108 - 4 , a refrigerator  108 - 5 , and a microwave  108 - 6 , though other devices may also be used, such as home automation and control systems, entertainment systems, audio systems, other home appliances, security systems, netbooks, smartphones, and e-readers. 
         [0036]    Receiving device  108  includes one or more computer processors  502  and computer-readable storage media (storage media)  504 . Storage media  504  includes applications and/or an operating system (not shown) embodied as computer-readable instructions executable by computer processors  502  to provide, in some cases, functionalities described herein. Storage media  504  also includes receiving gesture manager  506  (described below). 
         [0037]    Receiving device  108  may also include network interfaces  508  for communicating data over wired, wireless, or optical networks. By way of example and not limitation, network interface  508  may communicate data over a local-area-network (LAN), a wireless local-area-network (WLAN), a personal-area-network (PAN), a wide-area-network (WAN), an intranet, the Internet, a peer-to-peer network, point-to-point network, a mesh network, and the like. Receiving device  108  includes a display  510 , which can be touch-sensitive, though this is not required. 
         [0038]    Receiving gesture manager  506  is capable of interacting with applications and devices associated with or through which receiving device  108  is able to communicate and radar system  104  effective to control and/or alter data communications between various devices or applications. 
         [0039]    Receiving device  108  is also shown including radar system  104 , which can be included in whole or in part. In some cases, receiving device  108  receives reflections from gesture interactions in radar transmissions (e.g., radar transmissions of other devices), and thus can sense gestures within the radar field of the radar transmissions. In such cases, receiving device  108  includes radar antenna  114  and signal processor  116  as described above. Further, receiving device  108  may receive and transmit data using radar, in such cases radio element  112  is also included in receiving device  108 . In conjunction with these and/or other elements of radar system  104  operating at receiving device  108 , receiving gesture manager  506  is capable of determining gestures based on interactions to radar transmission  106 . 
         [0040]    As will be described in greater detail below, radar transmissions can enable data communication between (e.g., one-way or bi-directional transmissions) radar-communication device  102  and receiving device  108 , as well as sensing of gestures made within the radar transmissions. 
         [0041]    These and other capabilities and configurations, as well as ways in which entities of  FIGS. 1-5  act and interact, are set forth in greater detail below. These entities may be further divided, combined, and so on. The environment  100  of  FIG. 1  and the detailed illustrations of  FIGS. 2-5  illustrate some of many possible environments and devices capable of employing the described techniques. 
         [0042]    Example Methods 
         [0043]      FIGS. 6 and 7  depict methods enabling radar-based gesture sensing and data transmission. These methods and other methods herein are shown as sets of blocks that specify operations performed but are not necessarily limited to the order or combinations shown for performing the operations by the respective blocks. In portions of the following discussion reference may be made to environment  100  of  FIG. 1  and entities detailed in  FIGS. 2-5 , reference to which is made for example only. The techniques are not limited to performance by one entity or multiple entities operating on one device. 
         [0044]    At  602 , selection of a direction for projection of a radar transmission is received. This selection can be, as noted, through a physical orienting of a radar element of a radar-communication device toward a radar antenna associated with a computing device. Selection can made by a user, such as user  110  of  FIG. 1 , to point or otherwise select a direction for the radar transmission. As shown in  FIG. 1 , user  110  points radar-communication device  102  toward receiving device  108 . This selection can be sensed by radar-communication device  102  through various manners, such as through direction sensors  420  to sense an orientation of radar-communication device  102  as noted above. 
         [0045]    At  604 , a directed radar transmission is projected to an entity in the selected direction. This is shown at  FIG. 1 , where radar-communication device  102  emits radar transmission  106  via radar system  104  to receiving device  108 . This entity to which the directed radar transmission is directed can include various devices, but can also be a specific application or peripheral device of a receiving device, such as an application on a computing device. 
         [0046]    In more detail, the directed radar transmission can be a directed-beam narrow field. In such a case, a simple or even no gesture need be made to the radar transmission to begin communication between radar-communication device  102  and receiving device  108 , as receiving device  108  may determine that communication is desired through the direction of the directed-beam narrow field. While the gesture interacting with the radar transmission, or direction (e.g., pointing) of the radar transmission to receiving device  108 , is described in the context of establishing communication, and in some other portions herein control of an entity, various other actions can be triggered. Thus, these example actions are not limited to selecting an entity to control or device with which to alter communication. 
         [0047]    At  606 , a reflection caused by an interaction made with the directed radar transmission is received, such as at radar antenna  114  of radar system  104 . This reflection can be received at radar antenna  112 . The type of reflection depends on the frequency as well as other characteristics of radar transmission  106 . Thus, when the directed radar field includes time-split radar transmissions, one of the time-split radar transmissions transmits data and the other of the time-split radar transmissions can reflect radar from human tissue. In this case receiving the reflection caused by the interaction receives the reflection from human tissue from the other of the time-split radar transmissions, thereby permitting data to be communicated with less interaction from the interaction. 
         [0048]    Another example radar transmission  106  includes directed beams, where some of the beams are interrupted by an interaction and others are not, thereby enabling data transmission by un-interrupted beams while sensing gestures with the interrupted beams. 
         [0049]    In still other cases, the radar transmission is interrupted by the interaction, such as for radar transmissions having a single type of transmission. This single type of transmission, however, can reduce costs in producing radar system  104  and still enable data transmission and gesture sensing. 
         [0050]    At  608 , a gesture made within the directed radar transmission and indicated by the interaction is determined. The determination of the gesture based on the interaction can be performed by system manager  124  and/or gesture manager  406 . The determined gesture can be as simple as an interruption or a complex, multi-target, moving three-dimensional gesture. With more-complex gestures mentioned above, gesture manager  406  can map particular gestures or types of gestures to particular devices or applications or peripherals associated with those devices. Thus, one particular gesture may map to control or communication with laptop  108 - 4 , another may map to microwave  108 - 6 , and so forth. 
         [0051]    At  610 , a selection concerning control of an entity is determined based on the gesture. As noted, these selections can include starting or ceasing communication and various types of control of the entity—from initiating a stream of content from a smart phone  412  to a television  108 - 2 , to dispensing water from refrigerator  108 - 5 , to flipping through pages or images on desktop computer  108 - 1 , to controlling playback of media on television  108 - 2 . 
         [0052]    At  612 , the selection is passed to the entity effective to cause the control. This passing of the selection (e.g., control gesture) can be through the same radar transmission, though this is not required. For example, any suitable network interface may be used to communicate the selection or other information between radar-communication device  102  and receiving device  108 . Following operation  612 , methods  600  may return to operation  606  to continue to receive gestures to control receiving device  108  (or radar-communication device  102 ). 
         [0053]      FIG. 7  depicts method  700 , which enables radar-based gesture sensing and data transmission with operations from a perspective of a receiving device. 
         [0054]    At  702 , a directed radar transmission is received from a radar-communication device. This directed radar transmission can be through a physical orienting of a radar element of a radar-communication device toward a radar antenna (e.g., radar system  104  of radar-communication device  102  to radar antenna  114  of receiving device  108 ). 
         [0055]    In some cases, the directed radar transmission is a broad field having different characteristics at a center of the broad field than at a periphery of the broad field. In such a case, a receiving device (e.g., radar system  104  of receiving device  108 ) determines, based on characteristics of radar received, that the directed radar transmission is directed to a computing device on which the method is performed. 
         [0056]    In some other cases, the directed radar transmission is a directed-beam narrow field. In such a case, the receiving device the determination can be simply based on receiving the radar transmission. 
         [0057]    At  704 , a reflection caused by an interaction made with the directed radar transmission is received. This interaction can interfere or not interfere with the radar transmission. In cases where the directed radar transmission includes time-split radar transmissions, one of the time-split radar transmissions can send data and the other, which is configured to reflect radar from human tissue rather than pass through human tissue as is with the other radar transmission, can receive the reflection caused by the interaction from human tissue. 
         [0058]    At  706 , a gesture made within the directed radar transmission is determined based on the interaction. This gesture can be to begin a data connection, in which case a handshake protocol to begin a new data connection with a computing device associated with the radar-communication device can be performed. Alternately, this gesture can instead be to cease a current data connection, in which case the data connection is shut down. 
         [0059]    At  708 , a selection concerning a data connection is determined based on the gesture. As noted, this can be to start or cease communications. The data connection may communicate any suitable type data, such as user files, images, music, video, streaming content, and so on. As such, the selection can be to initiate a stream of content (or media) between devices, terminate the stream of content, or select another device as a destination for the stream of content. In some cases, a state of the data connection or data being communicated thereby is determined. For example, if media is being streamed via the data connection, a point at which media playback ceases may be determined to enable subsequent media playback to resume at that point when a data connection is established at another device. 
         [0060]    At  710 , the data connection is altered based on the selection. The data connection is not required to be between a receiving device and a computing device with which the radar-communication device may be integral. Thus, the data connection can be from the receiving device to a third device connected with or associated with the radar-communication device, such as in a case where radar transmitter  414  is acting as a transmitter to set up or pass data with another device, such as a user&#39;s tablet  108 - 3  to a television  108 - 2 . 
         [0061]    Following a data connection being made at operation  710 , method  700  may proceed to operations  712 ,  714 , and  716 . At  712 , a second reflection caused by a second interaction made with the directed radar transmission is received. As noted above, a reflection from an interaction can be received at a transmitting device or a receiving device, such as antenna  112  at receiving device  108 . 
         [0062]    At  714 , a second gesture made within the directed radar transmission is determined based on the second interaction. This can be accomplished similarly to as noted in method  600  above. For example, receiving gesture manager  506  can determine the gesture to be of a particular type or unique, and map it to a desired control, device function, and/or entity (e.g., to control a particular application of receiving device  108 ). 
         [0063]    At  716 , the second gesture is passed to an application, an operating system, or a device effective control the application, the operating system, or the device. As noted above, the passed gesture can control or invoke any suitable function of the application, operating system, or device. For example, the passed gesture may pause playback, advance playback, or skip playback of media tracks being presented by a device. 
         [0064]    As shown with dashed lines in  FIG. 7 , method  700  may perform some mix of operations, excluding some and repeating others. Thus, after a data connection is established, other controls can be received, thereby performing operations  712 ,  714 , and  716  (e.g., to control the same or other entities of receiving device  108 ) or repeating operations  704 ,  706 , and  710  (e.g., to cease the data connection). 
         [0065]    The preceding discussion describes methods relating to radar-based gesture sensing and data transmissions. Aspects of these methods may be implemented in hardware (e.g., fixed logic circuitry), firmware, software, manual processing, or any combination thereof. These techniques may be embodied on one or more of the entities shown in  FIGS. 1-5  and  8  (computing system  800  is described in  FIG. 8  below), which may be further divided, combined, and so on. Thus, these figures illustrate some of the many possible systems or apparatuses capable of employing the described techniques. The entities of these figures generally represent software, firmware, hardware, whole devices or networks, or a combination thereof. 
         [0066]    Example Computing System 
         [0067]      FIG. 8  illustrates various components of example computing system  800  that can be implemented as any type of client, server, and/or computing device as described with reference to the previous  FIGS. 1-7  to implement a radar-based gesture sensing and data transmission. In embodiments, computing system  800  can be implemented as one or a combination of a wired and/or wireless wearable device, System-on-Chip (SoC), and/or as another type of device or portion thereof. Computing system  800  may also be associated with a user (e.g., a person) and/or an entity that operates the device such that a device describes logical devices that include users, software, firmware, and/or a combination of devices. 
         [0068]    Computing system  800  includes communication devices  802  that enable wired and/or wireless communication of device data  804  (e.g., received data, data that is being received, data scheduled for broadcast, data packets of the data, etc.). Device data  804  or other device content can include configuration settings of the device, media content stored on the device, and/or information associated with a user of the device. Media content stored on computing system  800  can include any type of audio, video, and/or image data. Computing system  800  includes one or more data inputs  806  via which any type of data, media content, and/or inputs can be received, such as human utterances, interactions with a localized radar field, user-selectable inputs (explicit or implicit), messages, music, television media content, recorded video content, and any other type of audio, video, and/or image data received from any content and/or data source. 
         [0069]    Computing system  800  also includes communication interfaces  808 , which can be implemented as any one or more of a serial and/or parallel interface, a wireless interface, any type of network interface, a modem, and as any other type of communication interface. Communication interfaces  808  provide a connection and/or communication links between computing system  800  and a communication network by which other electronic, computing, and communication devices communicate data with computing system  800 . 
         [0070]    Computing system  800  includes one or more processors  810  (e.g., any of microprocessors, controllers, and the like), which process various computer-executable instructions to control the operation of computing system  800  and to enable techniques for, or in which can be embodied, a radar-based gesture sensing and data transmission. Alternatively or in addition, computing system  800  can be implemented with any one or combination of hardware, firmware, or fixed logic circuitry that is implemented in connection with processing and control circuits which are generally identified at  812 . Although not shown, computing system  800  can include a system bus or data transfer system that couples the various components within the device. A system bus can include any one or combination of different bus structures, such as a memory bus or memory controller, a peripheral bus, a universal serial bus, and/or a processor or local bus that utilizes any of a variety of bus architectures. 
         [0071]    Computing system  800  also includes computer-readable media  814 , such as one or more memory devices that enable persistent and/or non-transitory data storage (i.e., in contrast to mere signal transmission), examples of which include random access memory (RAM), non-volatile memory (e.g., any one or more of a read-only memory (ROM), flash memory, EPROM, EEPROM, etc.), and a disk storage device. A disk storage device may be implemented as any type of magnetic or optical storage device, such as a hard disk drive, a recordable and/or rewriteable compact disc (CD), any type of a digital versatile disc (DVD), and the like. Computing system  800  can also include a mass storage media device  816  and radar system  104 , including one or more or multiples of each of radar system  104 &#39;s elements or components noted in  FIG. 1  above. 
         [0072]    Computer-readable media  814  provides data storage mechanisms to store device data  804 , as well as various device applications  818  and any other types of information and/or data related to operational aspects of computing system  800 . For example, an operating system  820  can be maintained as a computer application with computer-readable media  814  and executed on processors  810 . Device applications  818  may include a device manager, such as any form of a control application, software application, signal-processing and control module, code that is native to a particular device, a hardware abstraction layer for a particular device, and so on. 
         [0073]    Device applications  818  also include any system components, entities, or managers to implement radar-based gesture sensing and data transmission. In this example, device applications  818  include gesture manager  406  or receiving gesture manager  506  and system manager  124 . 
       CONCLUSION 
       [0074]    Although embodiments of techniques using, and apparatuses including, radar-based gesture sensing and data transmission have been described in language specific to features and/or methods, it is to be understood that the subject of the appended claims is not necessarily limited to the specific features or methods described. Rather, the specific features and methods are disclosed as example implementations of radar-based gesture sensing and data transmission.