Radar with phase lag compensation
Various aspects of the disclosure are directed to the communication and processing of radar signals. As may be implemented in accordance with one or more embodiments characterized herein, receiver-generated phase lag is compensated by phase smoothing and pre-distorting radar signals. The radar signals are transmitted and reflections of those signals from various objects are processed by aligning respective waveforms in the reflections using group delay filtering, and differentiating the aligned waveforms via decoding. The phase lag compensation carried applied to the signals prior to transmission facilitates the differentiation (e.g., by facilitating alignment prior to decoding).
1 . A method performed by a radar apparatus, the method comprising:
generating, at a transmitter circuit of the radar apparatus, radar signals, including compensating, by a phase lag compensation circuit in a transmission path prior to transmission, to compensate for receiver-generated phase lag applicable to group delay filtering at a receiver circuit by phase smoothing a coded signal to provide a phase-coded signal, and pre-distorting the phase-coded signal to produce the radar signals;
transmitting the radar signals; and
processing, at the receiver circuit of the radar apparatus, received reflections of the radar signals as reflected from a plurality of objects, by aligning respective waveforms of the reflections in time using group delay filtering, and differentiating the respective waveforms in the reflections by decoding the aligned waveforms.
2 . The method of claim 1 , wherein group delay filtering and decoding includes aligning the reflections as received from the plurality of objects and compensated for phase lag and, thereafter, decoding the reflections using a common decoding signal.
3 . The method of claim 2 , wherein decoding the reflections includes multiplying the aligned reflections as coded beat signals with the complex conjugate of the phase-coded signal to compensate for phase changes in the phase-coded signal.
4 . The method of claim 1 , wherein:
transmitting the radar signals includes transmitting the signals via different transmit channels of a multi-input, multi-output (MIMO) sensing system; and
group delay filtering and decoding includes facilitating differentiation between simultaneously received reflections having different waveforms as transmitted by the MIMO sensing system.
5 . The method of claim 1 , wherein group delay filtering includes utilizing the phase lag compensation to align different waveforms as reflected by plurality of targets.
6 . The method of claim 1 , wherein compensating for the receiver-generated phase lag includes compensating for frequency-dependent time delay generated via the group delay filtering.
7 . The method of claim 1 , wherein compensating for the receiver-generated phase lag includes compensating for distorted beat signals and group delay dispersion generated via the group delay filtering.
8 . The method of claim 1 , wherein compensating for the receiver-generated phase lag includes modifying the phase-coded signal to cause alignment of the reflections upon filtering thereof.
9 . The method of claim 1 , wherein phase smoothing the coded signal includes processing the coded signal in a Gaussian filter circuit.
10 . The method of claim 1 , wherein:
generating the radar signals includes phase coding the radar signals with abrupt phase changes; and
phase smoothing the coded signal includes smoothing the abrupt phase changes using a filter.
11 . The method of claim 1 , wherein aligning and differentiating the respective waveforms in the reflections via decoding includes using the pre-distortion to compensate for phase lag generated during the group delay filtering.
12 . The method of claim 1 , further including ascertaining positional characteristics of the plurality of objects from the decoded waveforms.
13 . An apparatus comprising:
first circuitry including transmitter circuitry configured to generate radar signals, including compensating, by a phase lag compensation circuit in a transmission path prior to transmission, to compensate for receiver-generated phase lag applicable to group delay filtering at receiver circuitry by phase smoothing a coded signal to provide a phase-coded signal, and pre-distorting the phase-coded signal to produce the radar signals;
communication circuitry to communicate the radar signals; and
the receiver circuitry including processing circuitry to process received reflections of the radar signals as reflected from a plurality of objects, by aligning respective waveforms of the reflections in time using a group delay filter, and differentiating the respective waveforms in the reflections via decoding.
14 . The apparatus of claim 13 , wherein the processing circuitry is to align the respective waveforms of the reflections as received from the plurality of objects and compensated for phase lag and, thereafter, decode the reflections using a common decoding signal.
15 . The apparatus of claim 14 , wherein the processing circuitry is to decode the reflections by multiplying the aligned reflections as coded beat signals with the complex conjugate of the phase-coded signal to compensate for phase changes initiated via the phase-coded signal.
16 . The apparatus of claim 13 , wherein:
the communication circuitry is to transmit the radar signals via different transmit channels of a multi-input, multi-output (MIMO) sensing system; and
the processing circuitry is configured to use the group delay filter to facilitate differentiation between simultaneously received reflections having different waveforms as transmitted via the different transmit channels of the MIMO sensing system.
17 . The apparatus of claim 13 , wherein the processing circuitry is to utilize phase lag compensation to mitigate sensing degradation caused by the group delay filter and facilitate aligning of the respective waveforms.
18 . The apparatus of claim 13 , wherein the first circuitry is to compensate for phase lag by carrying out operations selected from the group of:
compensating for frequency-dependent time delay generated via the group delay filtering,
compensating for distorted beat signals and group delay dispersion generated via the group delay filtering,
compensating for frequency-dependent time delay generated via the group delay filtering,
modifying the phase-coded signal to cause alignment of the reflections upon filtering thereof; and
a combination thereof.
19 . The apparatus of claim 13 , wherein the first circuitry is to generate the radar signals by phase coding the radar signals, the first circuitry including a filter to smooth abrupt phase changes in the phase-coded signals before modulating the phase-coded signals for communication via the communication circuitry.