Joint cognitive optimization of transmit waveform and receive filter against deceptive interference
Joint cognitive optimization of transmit waveform and receive filter against deceptive interference
复制标题
针对欺骗性干扰的发射波形和接收滤波器的联合认知优化
DOI：
10.1016/j.sigpro.2021.108084
复制
发表时间：
2021-03-27
影响因子：
4.4
通讯作者：
Kong, Lingjiang
中科院分区：
文献类型：
--
作者：
Ge, Mengmeng;Yu, Xianxiang;Kong, Lingjiang
研究了欺骗干扰下发射波形和接收滤波器的联合设计问题。特别地，开发了结合关于接收滤波器和发射波形以及接收滤波器和干扰波形的积分旁瓣电平（ISL）的加权和的设计准则，以最小化沿着干扰归零、恒模和信噪比（SNR）限制。针对这一非凸优化问题，基于ADPM框架提出了一种新的解耦交替方向罚方法。在每次迭代中，通过引入辅助变量，将问题转化为多个具有封闭解的易处理子问题。最后，数值结果表明，所提出的方法的有效性，强调它是能够拒绝多种欺骗性干扰。? 2021年由Elsevier B.V.出版
This paper is focused on the joint design of transmit waveform and receive filter in the presence of deceptive interference. In particular, a design criterion incorporating a weighted sum of integrate sidelobe levels (ISLs) with respect to the receive filter and transmit waveform as well as the receive filter and interference waveform is developed to minimize along with interference nulling, constant modulus and signal-to-noise ratio (SNR) restrictions. To tackle the resulting non-convex optimization problem, a new decoupled alternating direction penalty method (DCADPM) is proposed based on the ADPM framework. In each iteration, it converts the considered problem into multiple tractable subproblems with closed form solutions via introducing auxiliary variables. Finally, numerical results are provided to demonstrate the effectiveness of the proposed methodology, highlighting that it is capable of rejecting many kinds of deceptive interferences. ? 2021 Published by Elsevier B.V.