System and method for determining angle of arrival in a radar based point cloud generation
According to an aspect, a method of determining two dimensional (2D) angle of arrival (AoA) in a radar system comprising determining one dimensional (1D) AoA to generate a first set of (AoA), selecting a set of valid 1D AoA angles from the first set AoA, and determining the 2D AoA from the set of valid 1D AoA. Wherein the 1D AoA is determined on a first set of data received over a first uniform linear antenna array arranged in the first axis and the 2D AoA is determined on a second set data received over the first and the second MIMO antenna array arranged in the second axis and the set of valid 1D AoA in the first axis. Wherein the second antenna array need not be orthogonal to the first linear antenna array.
1. A method of determining two dimensional (2D) angle of arrival (AoA) in a radar system comprising:
determining a first set of angles of arrival (AoAs) with respect to only one of an azimuth or an elevation;
selecting at least one angle of arrival from the first set of AoAs; and
determining the 2D AoA for said at least one angle of arrival, wherein the 2D AoA representing an angle measured with reference to both azimuth and elevation, wherein the 2D AoA is determined iteratively using relation Res(k)=∥Y−A mi (k)x∥ 2 such that Res(k) successively reduced by iteratively setting the values for x, in that Y represents the high SNR received signal, A mi represents the interpolated direction vector, k is a value representing number of iteration and x is a value determined at every iteration to minimize the residue Res(k).
2. The method of claim 1 , wherein the first set of AoAs are determined from a first set of data received over a first linear antenna array arranged in a first axis, wherein the first axis is one of Azimuth or elevation.
3. The method of claim 2 , wherein the 2D AoA is determined from a second set of data received over the first and the second antenna array arranged in the first axis and a second axis, wherein the second antenna array is not orthogonal to the first linear antenna array.
4. A radar system comprising:
a two dimensional (2D) multiple input and multiple output (MIMO) antenna array arranged in first axis and second axis is configured to receiving a radar signal reflected from a set of objects, wherein MIMO antennas in the first axis are linear and uniform;
a range detector generating a set of ranges representing ranges of the set of objects;
a Doppler detector generating a plurality of Doppler representing relative velocity of the set of object;
a one dimensional (1D) angle of arrival generator configured to determine a first set of valid angles corresponding to the set of objects using only the antennas in the first axis; and
a two dimensional (2D) angle of arrival generator configured to determine the 2D angle of arrival using the first set of valid angles and the antennas in the first and the second axis of the MIMO antenna array, wherein the 2D AoA is determined iteratively using relation Res(k)=∥Y−A mi (k)x∥ 2 such that Res(k) successively reduced by iteratively setting the values for x, in that Y represents the high SNR received signal, A mi represents the interpolated direction vector, k is a value representing number of iteration and x is a value determined at every iteration to minimize the residue Res(k).