Various types of interference signals limit the practical application of transform domain communication systems(TDCSs)in the severe electromagnetic field,an orthogonal basis learning method of transformation analysis(...Various types of interference signals limit the practical application of transform domain communication systems(TDCSs)in the severe electromagnetic field,an orthogonal basis learning method of transformation analysis(OBL-TA)is proposed to effectively address the problem of obtaining an optimal transform domain based on sparse representation.Then,the sparse availability is utilized to obtain the optimal transformation analysis by the iterative methods,which yields the sparse representation for transform domain(SRTD)in unrestricted form.In addition,the iterative version of SRTD(I-SRTD)in unrestricted form is obtained by decomposing the SRTD problem into three sub-problems and each sub-problem is iteratively solved by learning the best orthogonal basis.Furthermore,orthogonal basis learning via cost function minimization process is conducted by stochastic descent,which is assured to converge to a local minimum at least.Finally,the optimal transformation analysis is developed by the effectiveness of different transform domains according to the accuracy of the sparse representation and an optimal transformation analysis separately(OPTAS)is applied to the synthesized signal forms with conic alternatives,dualization,and smoothing.Simulation results demonstrate that the superiorities of the proposed methods achieve the optimal recovery and separation more rapidly and accurately than conventional methods.展开更多
针对在实际应用过程中,变换域通信系统的发射端和接收端电磁环境不相同而导致的收发两端出现基函数不一致的情况,对一种新的CASK算法进行了仿真。根据CASK算法和CSK算法以及双极性算法不同干扰、不同噪声和不同收发不一致比例的情况下...针对在实际应用过程中,变换域通信系统的发射端和接收端电磁环境不相同而导致的收发两端出现基函数不一致的情况,对一种新的CASK算法进行了仿真。根据CASK算法和CSK算法以及双极性算法不同干扰、不同噪声和不同收发不一致比例的情况下系统误码率和理论误码率的对比研究,可以发现,虽然在理想情况下,三者差距不大,然而当收发不一致的比例逐渐上升时,CASK算法的传输性能下降较慢,可以进行正常传输,且其传输性能较双极性调制和CSK调制分别提高2 d B和1 d B,具有良好的抗不一致性能,具有良好的应用前景。展开更多
针对传统变换域通信系统的基函数门限设计单一固定,且未考虑系统吞吐量的缺点,提出了一种新型的双门限基函数优化设计方法。该方法通过高、低门限的合理设定,确立基函数幅度谱与干扰幅度谱的动态关系式。定义变量PCR(probability of bit...针对传统变换域通信系统的基函数门限设计单一固定,且未考虑系统吞吐量的缺点,提出了一种新型的双门限基函数优化设计方法。该方法通过高、低门限的合理设定,确立基函数幅度谱与干扰幅度谱的动态关系式。定义变量PCR(probability of bit error to output capacity ratio)为系统误码率与吞吐量的比值,来综合度量通信系统性能。通过理论分析推导出PCR关于门限的表达式,进而建立优化模型,并采用遍历法进行最终优化搜索。经仿真测试,与传统的二进制门限设计相比,本文所设计双门限优化算法在误码率与系统吞吐量性能上都有较大提升,并能够实现变换域通信系统误码率与吞吐量的最佳权衡。展开更多
基金supported by the University Cooperation Project Foundation of the Key Laboratory for Aerospace Information Technology(KX162600022).
文摘Various types of interference signals limit the practical application of transform domain communication systems(TDCSs)in the severe electromagnetic field,an orthogonal basis learning method of transformation analysis(OBL-TA)is proposed to effectively address the problem of obtaining an optimal transform domain based on sparse representation.Then,the sparse availability is utilized to obtain the optimal transformation analysis by the iterative methods,which yields the sparse representation for transform domain(SRTD)in unrestricted form.In addition,the iterative version of SRTD(I-SRTD)in unrestricted form is obtained by decomposing the SRTD problem into three sub-problems and each sub-problem is iteratively solved by learning the best orthogonal basis.Furthermore,orthogonal basis learning via cost function minimization process is conducted by stochastic descent,which is assured to converge to a local minimum at least.Finally,the optimal transformation analysis is developed by the effectiveness of different transform domains according to the accuracy of the sparse representation and an optimal transformation analysis separately(OPTAS)is applied to the synthesized signal forms with conic alternatives,dualization,and smoothing.Simulation results demonstrate that the superiorities of the proposed methods achieve the optimal recovery and separation more rapidly and accurately than conventional methods.
文摘针对在实际应用过程中,变换域通信系统的发射端和接收端电磁环境不相同而导致的收发两端出现基函数不一致的情况,对一种新的CASK算法进行了仿真。根据CASK算法和CSK算法以及双极性算法不同干扰、不同噪声和不同收发不一致比例的情况下系统误码率和理论误码率的对比研究,可以发现,虽然在理想情况下,三者差距不大,然而当收发不一致的比例逐渐上升时,CASK算法的传输性能下降较慢,可以进行正常传输,且其传输性能较双极性调制和CSK调制分别提高2 d B和1 d B,具有良好的抗不一致性能,具有良好的应用前景。
文摘针对传统变换域通信系统的基函数门限设计单一固定,且未考虑系统吞吐量的缺点,提出了一种新型的双门限基函数优化设计方法。该方法通过高、低门限的合理设定,确立基函数幅度谱与干扰幅度谱的动态关系式。定义变量PCR(probability of bit error to output capacity ratio)为系统误码率与吞吐量的比值,来综合度量通信系统性能。通过理论分析推导出PCR关于门限的表达式,进而建立优化模型,并采用遍历法进行最终优化搜索。经仿真测试,与传统的二进制门限设计相比,本文所设计双门限优化算法在误码率与系统吞吐量性能上都有较大提升,并能够实现变换域通信系统误码率与吞吐量的最佳权衡。
