基于检测残差消除的CP-OTFS系统信号检测算法OACSTPCD
CP-OTFS system signal detection algorithm based on elimination of residual of detection
正交时频空(OTFS)调制技术因其高抗频率色散的性能,有望成为6G中高移动性场景下通信的关键技术.通过在OTFS系统发送端加入循环前缀(CP),可克服信道多径效应导致的码间干扰.针对当前CP-OTFS系统信号检测算法计算复杂度高的问题,提出一种基于检测残差消除的信号检测算法.采用时频域低复杂度初始检测后,结合系统时延-时间域的输入-输出关系计算初始检测残差.以检测残差为迭代变量,通过计算反馈值更新检测信号,并在时延-多普勒域进行逐符号最大似然检测.在迭代计算过程中逐步消除检测残差,并给出了算法停止准则.实验结果表明,该算法在信噪比为15 dB时误码性能比线性最小均方差算法提升了2.79 dB,比消息传递算法提升了1.76 dB,并且具有更好的收敛性和更低的计算复杂度.
Orthogonal time frequency space(OTFS)modulation,known for its high resistance to frequency dispersion,is expected to become a key technology for communication in high-mobility scenarios in 6G.By introducing a cyclic prefix(CP)at the transmitter of the OTFS system,it is possible to overcome inter-symbol interference caused by channel multipath effects.To address the issue of high computational complexity in current CP-OTFS system signal detection algorithms,a signal detection algorithm based on the elimination of residual of detection is proposed.After using low complexity initial detection in time-frequency domain,the initial residual of detection is calculated by combining the input-output relationship of system delay-time domain.By taking the residual of detection as an iterative variable,the detection signal is updated by calculating the feedback value,and the maximum likelihood detection is carried out symbol by symbol in delay-Doppler domain.The residual of detection is gradually eliminated in the process of iterative calculation,and the stopping criterion of the algorithm is given.The experimental results demonstrate that the proposed algorithm improves the bit error performance by 2.79 dB in comparison with the linear minimum mean square error(LMMSE)algorithm and 1.76 dB in comparison with the message passing(MP)algorithm when the signal-to-noise ratio(SNR)is at 15 dB.Additionally,the proposed algorithm exhibits better convergence and lower computational complexity.
明映成;常俊;唐红刚;杨川;潘润勇
云南大学 信息学院, 云南 昆明 650500云南大学 信息学院, 云南 昆明 650500||云南省高校物联网技术及应用重点实验室, 云南 昆明 650000
电子信息工程
正交时频空循环前缀计算复杂度检测残差信号检测误码性能
OTFScyclic prefixcomputational complexityresidual of detectionsignal detectionbit error performance
《现代电子技术》 2024 (001)
1-6 / 6
国家自然科学基金项目(61562090)
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