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Symbol-by-symbol MAP detection of differential frequency hopping signals for PLC applications

机译:用于PLC应用的差分跳频信号的逐符号MAP检测

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In this paper, a symbol-by-symbol maximum a posteriori probability (SBS-MAP) detection of differential frequency hopping (DFH) signals is proposed. Because the frequency sequence of DFH signals can be interpreted as a Markov chain, the algorithm is derived based on a trellis diagram describing the state transitions of a Markov source. The signals are assumed to be transmitted over AWGN channels. Simulation results demonstrate that the SBS-MAP detection outperforms others such as fast Fourier transform (FFT) detection and maximum likelihood sequence estimation (MLSE) detection, which makes it a potentially powerful detection scheme for the design of the receiver of reliable high data rate power line communications (PLC).
机译:本文提出了一种逐符号最大后验概率(SBS-MAP)检测差分跳频(DFH)信号的方法。因为DFH信号的频率序列可以解释为马尔可夫链,所以该算法是基于描述马尔可夫源的状态转换的网格图得出的。假定信号在AWGN信道上传输。仿真结果表明,SBS-MAP检测优于快速傅立叶变换(FFT)检测和最大似然序列估计(MLSE)检测等检测方法,这使其成为可靠的高数据速率功率接收器设计的潜在强大检测方案。线路通讯(PLC)。

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