Apparatus, system and method of radar antenna calibration
For example, a radar apparatus may include an input to receive radar receive (Rx) data, the radar Rx data based on radar signals received via a plurality of Rx antennas of Multiple-Input-Multiple-Output (MIMO) radar antenna; and a radar processor configured to generate radar information based on the radar Rx data by calibrating an antenna Mismatch (MM) of the MIMO radar antenna such that the radar information includes an Angle of Arrival (AoA) spectrum having a Peak Side Lobe Level (PSLL) of at least 30 decibel (dB).
1. An apparatus comprising:
an input to receive radar receive (Rx) data, the radar Rx data based on radar signals received via a plurality of Rx antennas of a Multiple-Input-Multiple-Output (MIMO) radar antenna;
a memory to store a first calibration matrix and a second calibration matrix; and
a radar processor configured to generate radar information based on the radar Rx data by calibrating an antenna Mismatch (MM) of the MIMO radar antenna such that the radar information includes an Angle of Arrival (AoA) spectrum having a Peak Side Lobe Level (PSLL) of at least 30 decibel (dB), wherein the PSLL is determined as a difference between a power level of a main-lobe of the AoA spectrum and a power level of a peak side-lobe corresponding to the main-lobe in the AoA spectrum, wherein the radar processor is configured to retrieve the first calibration matrix and the second calibration matrix from the memory, and to generate the radar information by calibrating the antenna MM of the MIMO radar antenna based on the first calibration matrix and the second calibration matrix, wherein the radar processor is configured to update at least one of the first calibration matrix or the second calibration matrix based on a detected change in at least one parameter to affect the antenna MM of the MIMO radar antenna.
2. The apparatus of claim 1 , wherein the first calibration matrix comprises an Rx calibration matrix, and the second calibration matrix comprises a Transmit (Tx) calibration matrix, the Rx calibration matrix corresponding to an Rx MM of the plurality of Rx antennas, the Tx calibration matrix corresponding to a Tx MM of a plurality of Tx antennas of the MIMO radar antenna.
3. The apparatus of claim 2 , wherein a size of the first calibration matrix is M*M, and a size of the second calibration matrix is N*N, wherein M denotes a count of the Rx antennas, and N denotes a count of the Tx antennas.
4. The apparatus of claim 1 , wherein the radar processor is configured to update, in real time, at least one of the first calibration matrix or the second calibration matrix based on a detected real-time change in the at least one parameter to affect the antenna MM of the MIMO radar antenna.
5. The apparatus of claim 1 , wherein the radar processor is configured to generate intermediate radar data based on the radar Rx data, the radar processor comprising an antenna MM calibrator configured to generate calibrated intermediate radar information by applying an antenna MM calibration to the intermediate radar data, the radar processor configured to generate the radar information based on the calibrated intermediate radar information.
6. The apparatus of claim 5 , wherein the intermediate radar data comprises intermediate range-Doppler information based on the radar Rx data.
7. The apparatus of claim 5 , wherein the radar processor is configured to generate Cross-Correlation (XCORR) information based on the radar Rx data, and to generate the intermediate radar data by applying a Fast Fourier Transform (FFT) to the XCORR information.
8. The apparatus of claim 5 , wherein the antenna MM calibrator is configured to generate the calibrated intermediate radar information by applying the first calibration matrix and the second calibration matrix to the intermediate radar data.
9. The apparatus of claim 8 , wherein the first calibration matrix comprises an Rx calibration matrix, and the second calibration matrix comprises a Transmit (Tx) calibration matrix, the Rx calibration matrix corresponding to an Rx MM of the plurality of Rx antennas, the Tx calibration matrix corresponding to a Tx MM of a plurality of Tx antennas of the MIMO radar antenna.
10. The apparatus of claim 9 , wherein a size of the first calibration matrix is M*M, and a size of the second calibration matrix is N*N, wherein M denotes a count of the Rx antennas, and N denotes a count of the Tx antennas.
11. The apparatus of claim 5 , wherein the antenna MM calibrator is configured to determine a product of the first calibration matrix multiplied by the intermediate radar data, and to determine the calibrated intermediate radar information by multiplying by the second calibration matrix the product of the first calibration matrix and the intermediate radar data.
12. The apparatus of claim 1 , wherein the radar processor is configured to generate the radar information by calibrating the antenna MM of the MIMO radar antenna to provide the radar information including the AoA spectrum having the PSLL of at least 40 dB.
13. The apparatus of claim 1 , wherein the radar processor is configured to generate the radar information by calibrating the antenna MM of the MIMO radar antenna to provide the radar information including the AoA spectrum having the PSLL of at least 55 dB.
14. The apparatus of claim 1 , wherein the radar processor is configured to generate the radar information by calibrating the antenna MM of the MIMO radar antenna to provide the radar information including the AoA spectrum having the PSLL of at least 60 dB.
15. The apparatus of claim 1 comprising the MIMO radar antenna, a plurality of Transmit (Tx) chains to transmit a plurality of Tx signals via a plurality of Tx antennas of the MIMO radar antenna, and a plurality of Rx chains to generate the radar Rx data based on the radar signals received via the plurality of Rx antennas.
16. A product comprising one or more tangible computer-readable non-transitory storage media comprising instructions operable to, when executed by at least one processor, enable the at least one processor to cause a radar device to:
process radar receive (Rx) data, the radar Rx data based on radar signals received via a plurality of Rx antennas of a Multiple-Input-Multiple-Output (MIMO) radar antenna; and
generate radar information based on the radar Rx data by calibrating an antenna Mismatch (MM) of the MIMO radar antenna such that the radar information includes an Angle of Arrival (AoA) spectrum having a Peak Side Lobe Level (PSLL) of at least 30 decibel (dB), wherein the PSLL is determined as a difference between a power level of a main-lobe of the AoA spectrum and a power level of a peak side-lobe corresponding to the main-lobe in the AoA spectrum,
wherein the instructions, when executed, cause the radar device to store in a memory a first calibration matrix and a second calibration matrix, to retrieve the first calibration matrix and the second calibration matrix from the memory, and to generate the radar information by calibrating the antenna MM of the MIMO radar antenna based on the first calibration matrix and the second calibration matrix,
wherein the instructions, when executed, cause the radar device to update at least one of the first calibration matrix or the second calibration matrix based on a detected change in at least one parameter to affect the antenna MM of the MIMO radar antenna.
17. The product of claim 16 , wherein the instructions, when executed, cause the radar device to update, in real time, at least one of the first calibration matrix or the second calibration matrix based on a detected real-time change in the at least one parameter to affect the antenna MM of the MIMO radar antenna.
18. The product of claim 16 , wherein the first calibration matrix comprises an Rx calibration matrix, and the second calibration matrix comprises a Transmit (Tx) calibration matrix, the Rx calibration matrix corresponding to an Rx MM of the plurality of Rx antennas, the Tx calibration matrix corresponding to a Tx MM of a plurality of Tx antennas of the MIMO radar antenna.
19. The product of claim 16 , wherein the instructions, when executed, cause the radar device to generate intermediate radar data based on the radar Rx data, to generate calibrated intermediate radar information by applying an antenna MM calibration to the intermediate radar data, and to generate the radar information based on the calibrated intermediate radar information.
20. A vehicle comprising:
a system controller configured to control one or more vehicular systems of the vehicle based on radar information; and
a radar device configured to provide the radar information to the system controller, the radar device comprising:
a Multiple-Input-Multiple-Output (MIMO) radar antenna comprising a plurality of Transmit (Tx) antennas to transmit Tx radar signals, and a plurality of Receive (Rx) antennas to receive Rx radar signals based on the Tx radar signals;
a memory to store a first calibration matrix and a second calibration matrix; and
a radar processor configured to generate the radar information based on radar Rx data, the radar Rx data based on the Rx radar signals, wherein the radar processor is configured to generate the radar information by calibrating an antenna Mismatch (MM) of the MIMO radar antenna such that the radar information includes an Angle of Arrival (AoA) spectrum having a Peak Side Lobe Level (PSLL) of at least 30 decibel (dB), wherein the PSLL is determined as a difference between a power level of a main-lobe of the AoA spectrum and a power level of a peak side-lobe corresponding to the main-lobe in the AoA spectrum, wherein the radar processor is configured to retrieve the first calibration matrix and the second calibration matrix from the memory, and to generate the radar information by calibrating the antenna MM of the MIMO radar antenna based on the first calibration matrix and the second calibration matrix, wherein the radar processor is configured to update at least one of the first calibration matrix or the second calibration matrix based on a detected change in at least one parameter to affect the antenna MM of the MIMO radar antenna.
21. The vehicle of claim 20 , wherein the radar processor is configured to generate intermediate radar data based on the radar Rx data, the radar processor comprising an antenna MM calibrator configured to generate calibrated intermediate radar information by applying an antenna MM calibration to the intermediate radar data, the radar processor configured to generate the radar information based on the calibrated intermediate radar information.
22. The vehicle of claim 20 , wherein the first calibration matrix comprises an Rx calibration matrix, and the second calibration matrix comprises a Tx calibration matrix, the Rx calibration matrix corresponding to an Rx MM of the plurality of Rx antennas, the Tx calibration matrix corresponding to a Tx MM of the plurality of Tx antennas of the MIMO radar antenna.