As the complexity of space exploration missions augments,how to enhance the overall performance of communication,ranging or other functions has become a challengeable problem.Considering the integration of communicati...As the complexity of space exploration missions augments,how to enhance the overall performance of communication,ranging or other functions has become a challengeable problem.Considering the integration of communication and ranging,we present a bit-level composite signal for simultaneous ranging and communication.In this composite method,through a specially designed mapping scheme using low-weight codewords,the information sequence is converted to a sparse sequence which is then superimposed on the ranging code.For ranging,the correlation characteristics of the ranging code component can be maintained to calculate the transmitter-receiver distance.For communications,the sparse sequence can be extracted without interference by eliminating the ranging code component.Simulation results show that the proposed composite signal can support communication and ranging simultaneously with limited sacrifice of ranging performance,and the performance loss of ranging can be controlled and minimized by lowering the density of information sequences using different sparsification encoding methods.展开更多
针对当前雷达电子战越来越向着智能化的方向发展、传统干扰机无法适应环境变化、极大地降低了作战效果等问题,考虑将探测信号隐藏在干扰信号中,实现干扰探测共享信号,使侦察干扰机设备发射的干扰信号兼具探测的效果;针对当前干扰探测共...针对当前雷达电子战越来越向着智能化的方向发展、传统干扰机无法适应环境变化、极大地降低了作战效果等问题,考虑将探测信号隐藏在干扰信号中,实现干扰探测共享信号,使侦察干扰机设备发射的干扰信号兼具探测的效果;针对当前干扰探测共享信号中存在的复杂度低、频谱宽度较窄等问题,设计了一种基于多载频多相位编码(multi-carrier phase code,MCPC)的干扰探测共享信号,其具有良好的类噪声宽频谱特性以及较好的距离探测能力和速度探测能力,可以在对目标雷达实现压制干扰的同时对目标信号及周围环境进行隐蔽探测;为了使共享信号能够适应对战场环境的感知与博弈,进一步引入深度强化学习算法对MCPC干扰探测共享信号进行优化;首先在竞争深度Q学习网络(dueling deep Q-learning network,Du DQN)的基础上对Q值进行正则化,解决了Du DQN中易出现的由过估计导致的局部最优问题;其次,在奖励值中引入状态价值函数形成复合奖励值,将其称为复合奖励值竞争深度正则化Q学习网络(composite reward-dueling deep Q-learning network based on regularization,CR-Du DQNReg),使MCPC共享信号对奖励值的敏感度随自身状态调整,自适应优化相位编码初值,达到更好的干扰和隐蔽探测的效果.实验仿真结果表明:经CR-DuDQNReg算法优化后的MCPC共享信号频谱最高幅度提升17.48%,脉压最高幅度提升17.25%,多普勒模糊函数第1旁瓣幅度降低12.69%,且与传统深度强化学习算法相比,CR-Du DQNReg算法的优化效果更好.展开更多
针对感应耦合电能传输(Inductive Coupled Power Transfer,ICPT)系统应用场景中的信号反向传输需求,提出了一种基于LCL-S谐振拓扑的注入信号式ICPT电能信号共享通道系统。运用交流阻抗法对所提出的系统的电能通道与信号通道分别进行了...针对感应耦合电能传输(Inductive Coupled Power Transfer,ICPT)系统应用场景中的信号反向传输需求,提出了一种基于LCL-S谐振拓扑的注入信号式ICPT电能信号共享通道系统。运用交流阻抗法对所提出的系统的电能通道与信号通道分别进行了理论分析,建立了数学模型。以负载得到的电压恒定为前提,兼顾信号调制解调结构的影响,分析计算了系统参数,并搭建了MATLAB/Simulink验证模型。仿真结果表明,信号传递电路引入后,负载可以实现恒压,系统能量传输正常,在保证能量传输的情况下,可以实现信号的反向传输。最后按照仿真模型搭建了实际电路,验证了所提出的系统的可行性。展开更多
基金This work was supported in part by National Natural Science Foundation of China(61671324)the Director’s Funding from Pilot National Laboratory for Marine Science and Technology(Qingdao)(QNLM201712)Zhan Xu was supported in part by National Natural Science Foundation of China(61620106001).
文摘As the complexity of space exploration missions augments,how to enhance the overall performance of communication,ranging or other functions has become a challengeable problem.Considering the integration of communication and ranging,we present a bit-level composite signal for simultaneous ranging and communication.In this composite method,through a specially designed mapping scheme using low-weight codewords,the information sequence is converted to a sparse sequence which is then superimposed on the ranging code.For ranging,the correlation characteristics of the ranging code component can be maintained to calculate the transmitter-receiver distance.For communications,the sparse sequence can be extracted without interference by eliminating the ranging code component.Simulation results show that the proposed composite signal can support communication and ranging simultaneously with limited sacrifice of ranging performance,and the performance loss of ranging can be controlled and minimized by lowering the density of information sequences using different sparsification encoding methods.
文摘针对当前雷达电子战越来越向着智能化的方向发展、传统干扰机无法适应环境变化、极大地降低了作战效果等问题,考虑将探测信号隐藏在干扰信号中,实现干扰探测共享信号,使侦察干扰机设备发射的干扰信号兼具探测的效果;针对当前干扰探测共享信号中存在的复杂度低、频谱宽度较窄等问题,设计了一种基于多载频多相位编码(multi-carrier phase code,MCPC)的干扰探测共享信号,其具有良好的类噪声宽频谱特性以及较好的距离探测能力和速度探测能力,可以在对目标雷达实现压制干扰的同时对目标信号及周围环境进行隐蔽探测;为了使共享信号能够适应对战场环境的感知与博弈,进一步引入深度强化学习算法对MCPC干扰探测共享信号进行优化;首先在竞争深度Q学习网络(dueling deep Q-learning network,Du DQN)的基础上对Q值进行正则化,解决了Du DQN中易出现的由过估计导致的局部最优问题;其次,在奖励值中引入状态价值函数形成复合奖励值,将其称为复合奖励值竞争深度正则化Q学习网络(composite reward-dueling deep Q-learning network based on regularization,CR-Du DQNReg),使MCPC共享信号对奖励值的敏感度随自身状态调整,自适应优化相位编码初值,达到更好的干扰和隐蔽探测的效果.实验仿真结果表明:经CR-DuDQNReg算法优化后的MCPC共享信号频谱最高幅度提升17.48%,脉压最高幅度提升17.25%,多普勒模糊函数第1旁瓣幅度降低12.69%,且与传统深度强化学习算法相比,CR-Du DQNReg算法的优化效果更好.
文摘针对感应耦合电能传输(Inductive Coupled Power Transfer,ICPT)系统应用场景中的信号反向传输需求,提出了一种基于LCL-S谐振拓扑的注入信号式ICPT电能信号共享通道系统。运用交流阻抗法对所提出的系统的电能通道与信号通道分别进行了理论分析,建立了数学模型。以负载得到的电压恒定为前提,兼顾信号调制解调结构的影响,分析计算了系统参数,并搭建了MATLAB/Simulink验证模型。仿真结果表明,信号传递电路引入后,负载可以实现恒压,系统能量传输正常,在保证能量传输的情况下,可以实现信号的反向传输。最后按照仿真模型搭建了实际电路,验证了所提出的系统的可行性。
