Robust Adaptive Multiple-Input Multiple-Output Radar Array Beamforming Using Advanced Generalized Sidelobe Canceller Against Random Scenario Mismatches
Journal
IEEE Access
Journal Volume
13
Start Page
125383-125396
ISSN
2169-3536
Date Issued
2025
Author(s)
Wang, Cheng-Jie
Abstract
Nowadays, one of the core issues regarding multiple-input multiple-out (MIMO) radar is its robustness against scenario mismatches owing to its sensitivity to array scenario mismatch. This paper presents a method to enhance the performance of an advanced generalized sidelobe canceller based MIMO radar beamformer recently presented in the literature in dealing with scenario mismatches. We formulate an optimization problem of maximizing the output power gain of the beamformer for effectively finding the optimal estimate of the desired signal’s direction angle. An efficient iterative algorithm is proposed based on a well-known early late gate synchronization to solve the optimization problem without requiring complicated algorithmic complexity. The proposed method is not only efficient but also effective to cure the performance deterioration under random multiple scenario mismatches. The convergence and computation complexity regarding the proposed method are analyzed. Simulation results are provided for confirmation and making comparisons with the existing robust methods.
SDGs
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Type
journal article