基于功率约束的MIMO雷达通信一体化波形设计OA
Power-constrained Joint MIMO Radar-Communication Waveform Design
随着频谱资源日益紧张,双功能雷达通信(Dual-Function Radar-Communication,DFRC)技术通过共享硬件平台和发射共享波形,为实现通感一体化提供了坚实的技术支持.针对多输入多输出(Multiple-Input Multiple-Output,MI-MO)雷达通信一体化中的波束设计,提出一种基于功率约束的发射波形优化方法,旨在实现通信传输与雷达探测的性能协同优化.构建 MIMO 雷达方向图设计模型,采用复分量分离(Complex Component Separation Optimization,CCSO)方法,使得实际波束图与理想波束图之间的差距最小化.在此基础上构建通信干扰抑制模型,结合奇异值分解(Singular Value Decomposition,SVD)方法和正交普鲁克优化(Orthogonal Procrustes Problem,OOP)方法,最小化多个通信用户之间的干扰.进一步引入通信干扰抑制与波形相似度的加权目标函数,在复超球面上,采用黎曼共轭梯度下降(Riemannian Conjugate Gradient Descent Method,RCG)优化算法,并结合 Armijo 回溯线性搜索策略开展迭代优化.仿真结果表明,该优化策略在抑制通信干扰的同时,能够有效保持雷达波束性能,实现了通信性能与雷达性能的折中优化.
With the increasing scarcity of spectrum resources,Dual-Function Radar-Communication(DFRC)technology provides robust technical support for integrated sensing and communication by sharing hardware platforms and transmitting shared waveforms.This paper proposes a power-constrained transmit waveform optimization method for beam design in Multiple-Input Multiple-Output(MI-MO)radar-communication integration systems,aiming to achieve synergistic optimization of communication transmission and radar de-tection performance.A MIMO radar beam pattern design model is constructed,employing the Complex Component Separation Optimiza-tion(CCSO)method to minimize the discrepancy between actual and desired beam patterns.On this basis,a communication interference suppression model is established,integrating Singular Value Decomposition(SVD)and Orthogonal Procrustes Problem(OOP)methods to minimize interference among multiple communication users.A weighted objective function combining communication interference sup-pression and waveform similarity is introduced.A Riemannian Conjugate Gradient Descent Method(RCG)optimization algorithm on the complex hypersphere manifold is implemented,coupled with an Armijo backtracking line search strategy for iterative optimization.Simu-lation results demonstrate that the proposed optimization strategy effectively suppresses communication interference while effectively pre-serving radar beam performance,achieving a balanced trade-off optimization between communication and radar functionalities.
苏佳;程笑雨;刘春静;谷少行
河北科技大学 信息科学与工程学院,河北 石家庄 050018河北科技大学 信息科学与工程学院,河北 石家庄 050018安徽信息工程学院 电气与电子工程学院,安徽 芜湖 241199河北科技大学 信息科学与工程学院,河北 石家庄 050018
信息技术与安全科学
多输入多输出雷达通信一体化波形优化功率约束雷达-通信性能折中设计
MIMO radar-communication integrationwaveform optimizationpower constraintperformance trade-off design between radar and communication
《无线电通信技术》 2026 (1)
36-43,8
国家重点实验室基金项目(IFN20230113)National Key Laboratory Fund Project(IFN20230113)
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