Apparatus, system, and method for improving resolution of frequency-dependent objects in radar contexts
A system for improving resolution of frequency-dependent objects in radar contexts may include a radar device configured to transmit a radar signal and receive a return of the radar signal. In one example, the system may also include circuitry configured to generate a first data set representative of a range profile based at least in part on the return and/or generate a second data set representative of the range profile by applying at least one shift to the first data set. Additionally or alternatively, the circuitry may be further configured to characterize at least one frequency-dependent object detected in the range profile based at least in part on the first data set and the second data set. Various other apparatuses, systems, and methods are also disclosed.
1 . A system comprising:
a radar device configured to transmit a radar signal and receive a return of the radar signal; and
circuitry configured to:
generate a first data set representative of a range profile based at least in part on the return,
wherein the range profile comprises a plurality of range resolution cells corresponding to discrete ranges from the radar device;
identify, within the plurality of range resolution cells, a remote range resolution cell in which no objects are detected;
identify a matched filter corresponding to the remote range resolution cell in which no objects are detected;
repurpose the matched filter for an additional range resolution cell in which the at least one frequency-dependent object is detected;
increase a resolution of the additional range resolution cell based at least in part on the repurposed matched filter;
generate a second data set representative of a shifted version of the range profile by applying the repurposed matched filter to the return; and
characterize at least one frequency-dependent object detected in the range profile based at least in part on the first data set and the second data set.
2 . The system of claim 1 , wherein the circuitry is further configured to determine a distance between the radar device and the at least one frequency-dependent object detected in the range profile based at least in part on the first data set and the second data set.
3 . The system of claim 2 , wherein the circuitry is further configured to:
detect the distance between the radar device and the at least one frequency-dependent object based at least in part on the first data set; and
increase a resolution of the distance between the radar device and the at least one frequency-dependent object based at least in part on the first data set and the second data set.
4 . The system of claim 3 , wherein the circuitry is further configured to:
determine a first reflection coefficient of the at least one frequency-dependent object based at least in part on the first data set;
determine a second reflection coefficient of the at least one frequency-dependent object based at least in part on the second data set; and
increase the resolution of the distance between the radar device and the at least one frequency-dependent object based at least in part on a relationship between the first reflection coefficient and the second reflection coefficient.
5 . The system of claim 4 , wherein the circuitry is further configured to:
generate a convolution matrix with values corresponding to select ranges of interest from the range profile based at least in part on the return; and
resolve the relationship between the first reflection coefficient and the second reflection coefficient based at least in part on the convolution matrix.
6 . The system of claim 5 , wherein the circuitry is further configured to mitigate depolarization from polarimetric channels of the radar device based at least in part on the relationship.
7 . The system of claim 5 , wherein the circuitry is further configured to modify the range profile to account for a frequency dependence of the frequency-dependent object based at least in part on the relationship.
8 . The system of claim 5 , wherein the circuitry is further configured to:
mitigate noise in one of the select ranges of interest via range filtering; and
resolve at least one additional frequency-dependent object in the one of the select ranges of interest via range filtering.
9 . The system of claim 1 , wherein the circuitry is further configured to:
generate a convolution matrix with values corresponding to select ranges of interest from the radar device based at least in part on the return; and
apply a Gram Schmidt filter to the convolution matrix to filter out at least one additional frequency-dependent object from the range profile.
10 . The system of claim 9 , wherein the circuitry is further configured to detect at least one further object in the range profile upon filtering out the at least one additional frequency-dependent object.
11 . The system of claim 1 , wherein the circuitry is further configured to:
generate the first set of data by applying a first matched filter to the return; and
generate the second set of data by shifting the first matched filter by at least one offset to form the matched filter.
12 . The system of claim 11 , wherein the circuitry is further configured to detect at least one additional frequency-dependent object in the range profile by applying the first matched filter and the matched filter to the first set of data and the second set of data.
13 . The system of claim 11 , wherein
the offset corresponds to a fraction of the size of each of the plurality of range resolution cells.
14 . The system of claim 13 , wherein:
the first set of data comprises a collection of samples that:
are based at least in part on the radar signal and the return; and
correspond to the discrete ranges; and
the circuitry is further configured to apply at least one matched filter to each sample included in the collection of samples.
15 . The system of claim 1 , wherein the circuitry is further configured to determine a distance between the radar device and one or more scattering components associated with the at least one frequency-dependent object based at least in part on the first data set and the second data set.
16 . The system of claim 1 , wherein the circuitry is further configured to characterize a polarization response of the frequency-dependent object based at least in part on the first data set and the second data set.
17 . An apparatus comprising:
a radar device configured to transmit a radar signal and receive a return of the radar signal via one or more polarimetric channels; and
circuitry configured to:
generate a first data set representative of a range profile based at least in part on the return, the range profile comprising a plurality of range resolution cells corresponding to discrete ranges from the radar device;
generate a second data set representative of a shifted version of the range profile by applying the repurposed matched filter to the return;
identify, within the plurality of range resolution cells, a remote range resolution cell in which no objects are detected;
identify a matched filter corresponding to the remote range resolution cell in which no objects are detected;
repurpose the matched filter for an additional range resolution cell in which the at least one frequency-dependent object is detected;
increase a resolution of the additional range resolution cell based at least in part on the repurposed matched filter; and
characterize at least one frequency-dependent object detected in the range profile based at least in part on the first data set and the second data set.
18 . The apparatus of claim 17 , wherein the circuitry is further configured to determine a distance between the radar device and the at least one frequency-dependent object detected in the range profile based at least in part on the first data set and the second data set.
19 . A method comprising:
receiving, by a radar device, a return of a radar signal;
generating, by circuitry communicatively coupled to the radar device, a first data set representative of a range profile based at least in part on the return, the range profile comprising a plurality of range resolution cells corresponding to discrete ranges from the radar device;
generating, by the circuitry, a second data set representative of a shifted version of the range profile by applying a matched filter to the return; and
identifying, within the plurality of range resolution cells, a remote range resolution cell in which no objects are detected;
identifying a matched filter corresponding to the remote range resolution cell in which no objects are detected;
repurposing the matched filter for an additional range resolution cell in which the at least one frequency-dependent object is detected;
increasing a resolution of the additional range resolution cell based at least in part on the repurposed matched filter; and
characterizing, by the circuitry, at least one frequency-dependent object detected in the range profile based at least in part on the first data set and the second data set.