Title :
Fourier-Based Transmit Beampattern Design Using MIMO Radar
Author :
Lipor, John ; Ahmed, Shehab ; Alouini, Mohamed-Slim
Author_Institution :
Comput., Electr., Math. Sci. & Eng. (CEMSE) Div., KAUST, Thuwal, Saudi Arabia
Abstract :
In multiple-input multiple-output (MIMO) radar settings, it is often desirable to transmit power only to a given location or set of locations defined by a beampattern. Transmit waveform design is a topic that has received much attention recently, involving synthesis of both the signal covariance matrix, R, as well as the actual waveforms. Current methods involve a two-step process of designing R via iterative solutions and then using R to generate waveforms that fulfill practical constraints such as having a constant-envelope or drawing from a finite alphabet. In this paper, a closed-form method to design R for a uniform linear array is proposed that utilizes the discrete Fourier transform (DFT) coefficients and Toeplitz matrices. The resulting covariance matrix fulfills the practical constraints such as positive semidefiniteness and the uniform elemental power constraint and provides performance similar to that of iterative methods, which require a much greater computation time. Next, a transmit architecture is presented that exploits the orthogonality of frequencies at discrete DFT values to transmit a sum of orthogonal signals from each antenna. The resulting waveforms provide a lower mean-square error than current methods at a much lower computational cost, and a simulated detection scenario demonstrates the performance advantages achieved.
Keywords :
MIMO radar; antenna radiation patterns; covariance matrices; discrete Fourier transforms; iterative methods; radar antennas; transmitting antennas; Fourier based transmit beampattern design; MIMO radar; Toeplitz matrices; closed form method; discrete Fourier transform coefficients; iterative solutions; mean square error; signal covariance matrix; transmit architecture; transmit waveform design; uniform elemental power constraint; uniform linear array; Cost function; Covariance matrices; Discrete Fourier transforms; Iterative methods; MIMO; MIMO radar; Transmitting antennas; Beampattern; discrete Fourier transform (DFT); multiple-input-multiple-output (MIMO) radar; waveform design;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2014.2307838