Title :
Fast Optimal Antenna Placement for Distributed MIMO Radar with Surveillance Performance
Author :
Yichuan Yang ; Wei Yi ; Tianxian Zhang ; Guolong Cui ; Lingjiang Kong ; Xiaobo Yang ; Jianyu Yang
Author_Institution :
Sch. of Electron. Eng., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
Abstract :
In this letter, we demonstrate an optimization problem of antenna placement of distributed multi-input multi- output (MIMO) radar. To evaluate the surveillance performance of the radar system, a coverage ratio is proposed as a criterion. Since the problem is of extremely huge computational complexity due to its complicated objective function and high dimensionality, we propose a solution that contains two parts: 1) a low- complexity method to simplify the objective function; 2) a placement algorithm based on particle swarm optimization (PSO) to deal with the challenge of high dimensionality. We also analyse the computational complexity of our solution. Simulation results verify the validity and advantage in computational complexity of our solution. Our contributions include a novel optimization placement model of distributed MIMO radar and a computational efficient solution to establish the optimal positions of antennas.
Keywords :
MIMO radar; antenna radiation patterns; computational complexity; particle swarm optimisation; radar antennas; search radar; PSO; computational complexity; distributed MIMO radar system surveillance performance; fast optimal antenna placement; multiple input multiple output radar; optimization placement; particle swarm optimization; Linear programming; MIMO radar; Optimization; Radar antennas; Surveillance; Antenna placement; MIMO radar; PSO;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2015.2445413