Radar system with wavelength independent antenna array
A radar system comprises a physical radar array comprising a plurality of physical transmit antennas, each configured to transmit a respective signal having a wavelength λ. The physical radar array further comprises a plurality of physical receive antennas, each configured to receive each of the respective signals. The radar system further comprises a neural network configured to receive data from the physical radar array and generate data corresponding to an emulated array of antennas, wherein a defined distance between each antenna of the emulated array of antennas is λ/2.
1. A radar system comprising:
a physical radar array comprising:
a plurality of physical transmit antennas, each configured to transmit a respective signal having a wavelength λ;
a plurality of physical receive antennas, each configured to receive each of the respective signals; and
a neural network configured to receive data from the physical radar array and generate data corresponding to an emulated array of antennas, wherein a defined distance between each antenna of the emulated array of antennas is λ/2.
2. The radar system of claim 1 , wherein the neural network operates on a processor that is configured to generate data corresponding to a virtual antenna array having a defined distance between each virtual antenna that is inconsistent, and wherein the neural network uses the generated data corresponding to the virtual antenna array to generate the data corresponding to the emulated array of antennas.
3. The radar system of claim 1 , wherein the neural network is trained via machine learning.
4. The radar system of claim 1 , wherein at least two adjacent antennas of the plurality of physical receive antennas are spaced apart by a distance that is a non-integer multiple of λ/2.
5. The radar system of claim 1 , wherein at least two adjacent antennas of the plurality of physical transmit antennas are spaced apart by a distance greater than λ/2.
6. The radar system of claim 1 , wherein at least two adjacent antennas of the plurality of physical transmit antennas are spaced apart by a distance less than λ/2.
7. The radar system of claim 1 , wherein at least two adjacent antennas of the plurality of physical receive antennas are spaced apart by a distance greater than λ/2.
8. The radar system of claim 1 , wherein at least two adjacent antennas of the plurality of physical receive antennas are spaced apart by a distance less than λ/2.
9. A radar system comprising:
a physical antenna array comprising:
a plurality of physical transmit antennas, each configured to transmit a respective signal having a wavelength λ;
a plurality of physical receive antennas, each configured to receive each of the respective signals; and
a processor coupled to the physical antenna array and arranged to:
generate data for a virtual antenna array using data received from the physical antenna array; and
generate, using a neural network, data for an emulated array of antennas having a predetermined distance between each antenna of the emulated array of antennas, and wherein the neural network uses the data for the virtual antenna array.
10. The radar system of claim 9 , wherein the virtual antenna array has a defined distance between each virtual antenna that is inconsistent.
11. The radar system of claim 9 , wherein the predetermined distance is λ/2.
12. The radar system of claim 9 , wherein at least two adjacent antennas of the plurality of physical transmit antennas are spaced apart by a distance greater than λ/2.
13. The radar system of claim 9 , wherein at least two adjacent antennas of the plurality of physical transmit antennas are spaced apart by a distance less than λ/2.
14. The radar system of claim 9 , wherein at least two adjacent antennas of the plurality of physical receive antennas are spaced apart by a distance greater than λ/2.
15. The radar system of claim 9 , wherein at least two adjacent antennas of the plurality of physical receive antennas are spaced apart by a distance less than λ/2.
16. A method of operating a radar system, the method comprising:
generating data from a physical antenna array, wherein the physical antenna array comprises:
a plurality of physical transmit antennas, each configured to transmit a respective signal having a wavelength λ; and
a plurality of physical receive antennas, each configured to receive each of the respective signals; and
generating, using a neural network, data for an emulated array of antennas wherein a defined distance between each antenna of the emulated array of antennas is λ/2.
17. The method of claim 16 , wherein the neural network operates on a processor that is configured to generate data corresponding to a virtual antenna array having a defined distance between each virtual antenna that is inconsistent.
18. The method of claim 17 , wherein the data corresponding to the virtual antenna array is used by the neural network to generate the data corresponding to the emulated array of antennas.
19. The method of claim 16 , wherein the neural network is trained via machine learning.
20. The method of claim 16 , wherein at least two adjacent antennas of the plurality of virtual receive antennas are spaced apart by a distance that is not λ/2.