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Iterative Synchronization-Assisted Detection of OFDM Signals in Cognitive Radio Systems

机译:认知无线电系统中OFDM信号的迭代同步迭代辅助检测

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摘要

Despite many attractive features of an orthogonal frequency-division multiplexing (OFDM) system, the signal detection in an OFDM system over multipath fading channels remains a challenging issue, particularly in a relatively low signal-to-noise ratio (SNR) scenario. This paper presents an iterative synchronization-assisted OFDM signal detection scheme for cognitive radio (CR) applications over multipath channels in low-SNR regions. To detect an OFDM signal, a log-likelihood ratio (LLR) test is employed without additional pilot symbols using a cyclic prefix (CP). Analytical results indicate that the LLR of received samples at a low SNR can be approximated by their log-likelihood (LL) functions, thus allowing us to estimate synchronization parameters for signal detection. The LL function is complex and depends on various parameters, including correlation coefficient, carrier frequency offset (CFO), symbol timing offset, and channel length. Decomposing a synchronization problem into several relatively simple parameter estimation subproblems eliminates a multidimensional grid search. An iterative scheme is also devised to implement a synchronization process. Simulation results confirm the effectiveness of the proposed detector.
机译:尽管正交频分复用(OFDM)系统具有许多吸引人的功能,但在多径衰落信道上的OFDM系统中的信号检测仍然是一个具有挑战性的问题,特别是在信噪比(SNR)相对较低的情况下。本文提出了一种迭代同步辅助OFDM信号检测方案,用于低SNR区域中多径信道上的认知无线电(CR)应用。为了检测OFDM信号,使用对数似然比(LLR)测试,而无需使用循环前缀(CP)的其他导频符号。分析结果表明,低信噪比下接收到的样本的LLR可以通过其对数似然(LL)函数来近似,从而使我们能够估计用于信号检测的同步参数。 LL函数很复杂,并且取决于各种参数,包括相关系数,载波频率偏移量(CFO),符号定时偏移量和信道长度。将同步问题分解为几个相对简单的参数估计子问题可以消除多维网格搜索。还设计了一种迭代方案来实现同步过程。仿真结果证实了所提出的探测器的有效性。

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