FDA-MIMO Transceiver Design Under the Uniform Frequency Increment Constraint

Lan Lan;Massimo Rosamilia;Augusto Aubry;Antonio De Maio;Guisheng Liao
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Abstract

This paper investigates the joint optimization of transmit parameters and receive filter in a Frequency Diverse Array (FDA)-Multiple-Input Multiple-Output (MIMO) radar system with a uniform frequency increment from sensor to sensor. The problem is formulated as the maximization of the Signal-to-Interference-plus-Noise Ratio (SINR) at the output of the receive filter in a signal-dependent clutter environment, taking into account some practical constraints on the probing waveform and frequency increment. To tackle the resulting non-convex and NP-hard optimization problem, a Minorization-Maximization (MM)-Maximum Block Improvement (MBI) algorithm is developed, which iteratively updates the variables block that yields the maximum increase of the objective function while keeping the others fixed. The convergence properties of the proposed algorithm are rigorously studied, and the computational complexity is analyzed. Numerical results demonstrate the effectiveness of the designed procedure under several clutter scenarios of practical relevance, including proper comparisons with counterparts.
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统一频率增量约束下的 FDA-MIMO 收发器设计
本文研究了频率多样化阵列(FDA)-多输入多输出(MIMO)雷达系统中发射参数和接收滤波器的联合优化问题,该系统中各传感器的频率增量一致。考虑到探测波形和频率增量的一些实际限制因素,该问题被表述为在信号相关的杂波环境中,接收滤波器输出端的信号干扰加噪声比(SINR)最大化。为解决由此产生的非凸和 NP-困难优化问题,开发了一种最小化-最大化(MM)-最大区块改进(MBI)算法,该算法在保持其他变量固定的情况下,迭代更新能产生最大目标函数增幅的变量区块。对所提算法的收敛特性进行了严格研究,并分析了计算复杂度。数值结果表明,所设计的程序在几种具有实际意义的杂波情况下都很有效,包括与同行的适当比较。
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