Dynamic sparse radar array for scenarios

1. A method comprising, by a computing system:

determining one or more transmission criteria for a radar system, the radar system having a plurality of antenna elements, wherein the plurality of antenna elements have a random spacing between adjacent antenna elements, wherein the random spacing includes a spacing component that is larger than half of a length of a carrier frequency and a random offset that randomizes the spacing component to cause the plurality of antenna elements to have a random spacing that is irregular;

determining a configuration of a selected subset of the plurality of antenna elements satisfying the one or more transmission criteria, wherein determining the configuration includes determining the one or more transmission criteria based on radar parameters associated with a scenario associated with a vehicle, and selecting the configuration of the selected subset of the plurality of antenna elements to meet the one or more transmission criteria and cause the radar system to accurately capture positions and movements of agents associated with the scenario, wherein the radar parameters specify parameters to provide a field of view (FOV) and an amount of signal-to-noise ratio (SNR) of the signals optimized for the scenario;

configuring a switching network to couple each antenna element of the selected subset of the plurality of the antenna elements to a corresponding receiving channel and a corresponding transmitting channel; and

causing the radar system to transmit and receive signals using the selected subset of the plurality of the antenna elements.

2. The method of claim 1 , wherein determining the configuration further comprises:

determining the scenario associated with the vehicle.

3. The method of claim 2 , wherein the scenario is determined based on sensor data of the vehicle, global-positioning system (GPS) data, or map data.

4. The method of claim 2 , wherein the radar parameters comprise an amount or range of an azimuth angle or an elevation angle coverage to provide the FOV the amount of signal-to-noise ratio (SNR) of the signals.

5. The method of claim 1 , wherein one or more of the one or more transmission criteria comprise a resolution of an azimuth angle or elevation angle within the FOV or a number of antenna elements to achieve a determined amount of SNR of the signals, and

wherein configuring the switching network activates the selected subset of the plurality of the antenna elements for respective functions of transmitting and receiving to conserve resources by avoiding activation of the plurality of antenna elements.

6. The method of claim 1 , wherein determining the configuration further comprises selecting one or more antenna elements in at least one dimension of the plurality of antenna elements based on the one or more transmission criteria, wherein the plurality of the antenna elements is spatially distributed as a two-dimensional array.

7. The method of claim 1 , wherein the random spacing configures the plurality of antenna elements to provide a larger field-of-view (FOV) without extracting spurious data from grating lobes by cancelling out the grating lobes through superposition of responses in the plurality of antenna elements.

8. The method of claim 7 , wherein the random spacing is larger than a distance defined by a grating lobe of the plurality of antenna elements.

9. The method of claim 7 , wherein the random spacing is a function of a wavelength of a carrier frequency range of the radar system, and wherein the random offset is separately defined for the plurality of antenna elements.

10. The method of claim 1 , wherein the selected subset of the plurality of the antenna elements comprises a plurality of groups of the selected subset of the plurality of the antenna elements that are separated by a distance larger than a grating lobe spacing of the radar system.

11. One or more computer-readable non-transitory storage media embodying software that is operable when executed to cause one or more processors to perform operations comprising:

determining one or more transmission criteria for a radar system, the radar system having a plurality of antenna elements, wherein the plurality of antenna elements have a random spacing between adjacent antenna elements, wherein the random spacing includes a spacing component that is larger than half of a length of a carrier frequency and a random offset that randomizes the spacing component to cause the plurality of antenna elements to have a random spacing that is irregular;

determining a configuration of a selected subset of the plurality of antenna elements satisfying the one or more transmission criteria, wherein determining the configuration includes determining the one or more transmission criteria based on radar parameters associated with a scenario associated with a vehicle, and selecting the configuration of the selected subset of the plurality of antenna elements to meet the one or more transmission criteria and cause the radar system to accurately capture positions and movements of agents associated with the scenario, wherein the radar parameters specify parameters to provide a field of view (FOV) and an amount of signal-to-noise ratio (SNR) of the signals optimized for the scenario;

configuring a switching network to couple each antenna element of the selected subset of the plurality of the antenna elements to a corresponding receiving channel and a corresponding transmitting channel; and

causing the radar system to transmit and receive signals using the selected subset of the plurality of the antenna elements.

12. The media of claim 11 , wherein the software is further operable to:

determine the scenario associated with the vehicle.

13. The media of claim 12 , wherein the scenario is determined based on sensor data of a vehicle, global-positioning system (GPS) data, or map data.

14. The media of claim 12 , wherein the radar parameters comprise an amount or range of an azimuth angle or an elevation angle coverage to provide the FOV the amount of signal-to-noise ratio (SNR) of the signals.

15. The media of claim 11 , wherein one or more of the one or more transmission criteria comprise a resolution of an azimuth angle or elevation angle within the FOV or a number of antenna elements to achieve a determined amount of SNR of the signals, and

wherein configuring the switching network activates the selected subset of the plurality of the antenna elements for respective functions of transmitting and receiving to conserve resources by avoiding activation of the plurality of antenna elements.

16. A radar system comprising:

a plurality of antenna elements;

a switching network coupled to the plurality of antenna elements, wherein the switching network is configured to couple a subset of the plurality of antenna elements to a corresponding receiving channel and a corresponding transmitting channel;

one or more processors coupled to the switching network; and

one or more computer-readable non-transitory storage media coupled to the one or more processors, the one or more computer-readable non-transitory storage media comprising instructions operable to cause the processors to perform operations comprising:

determining one or more transmission criteria for a radar system, the radar system having a plurality of antenna elements, wherein the plurality of antenna elements have a random spacing between adjacent antenna elements, wherein the random spacing includes a spacing component that is larger than half of a length of a carrier frequency and a random offset that randomizes the spacing component to cause the plurality of antenna elements to have a random spacing that is irregular;

determining a configuration of a selected subset of the plurality of antenna elements satisfying the one or more transmission criteria, wherein determining the configuration includes determining the one or more transmission criteria based on radar parameters associated with a scenario associated with a vehicle, and selecting the configuration of the selected subset of the plurality of antenna elements to meet the one or more transmission criteria and cause the radar system to accurately capture positions and movements of agents associated with the scenario, wherein the radar parameters specify parameters to provide a field of view (FOV) and an amount of signal-to-noise ratio (SNR) of the signals optimized for the scenario;

configuring a switching network to couple each antenna element of the selected subset of the plurality of the antenna elements to a corresponding receiving channel and a corresponding transmitting channel; and

causing the radar system to transmit and receive signals using the selected subset of the plurality of the antenna elements.

17. The system of claim 16 , wherein the processors are further operable to:

determine the scenario associated with vehicle.

18. The system of claim 17 , wherein the scenario is determined based on sensor data of the vehicle, global-positioning system (GPS) data, or map data.

19. The system of claim 17 , wherein the radar parameters comprise an amount or range of an azimuth angle or an elevation angle coverage to provide the FOV the amount of signal-to-noise ratio (SNR) of the signals.

20. The system of claim 16 , wherein one or more of the one or more transmission criteria comprise a resolution of an azimuth angle or elevation angle within the FOV or a number of antenna elements to achieve a determined amount of SNR of the signals, and

wherein configuring the switching network activates the selected subset of the plurality of the antenna elements for respective functions of transmitting and receiving to conserve resources by avoiding activation of the plurality of antenna elements.