Turbo-NFSK: iterative estimation, noncoherent demodulation, and decoding for fast fading channels

S. Cheng, M. Valenti, D. Torrieri
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引用次数: 15

Abstract

This paper considers the problem of communicating over fast fading channels, where the channel coherence time is only on the order of a few symbols. Since the fading is too fast for coherent reception, we employ M-ary frequency shift keying with soft noncoherent demodulation. Information is encoded by a binary turbo code. To improve performance, the soft demodulator and decoder work cooperatively through the iterative exchange of extrinsic information. During each iteration, the receiver estimates the channel state information (CSI), here defined to be the average received signal energy and noise spectral density for each block of symbols. The channel estimator uses the expectation maximization (EM) algorithm and exploits extrinsic information fed from the decoder. Simulation results show that for 16-NFSK in block independent Rayleigh fading, performance can be within 0.6 dB of the perfect CSI case by using blocks as small as 4 symbols.
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Turbo-NFSK:快速衰落信道的迭代估计、非相干解调和解码
本文研究了在快速衰落信道上通信的问题,其中信道相干时间仅在几个符号的量级上。由于衰落速度太快,无法进行相干接收,我们采用了带有软非相干解调的m频移键控。信息由二进制turbo码编码。为了提高性能,软解调器和解码器通过外部信息的迭代交换协同工作。在每次迭代中,接收机估计信道状态信息(CSI),这里定义为每个符号块的平均接收信号能量和噪声谱密度。信道估计器采用期望最大化(EM)算法,并利用解码器提供的外部信息。仿真结果表明,对于16-NFSK在独立于块的瑞利衰落情况下,使用小至4个符号的块,性能可以在完美CSI情况下的0.6 dB以内。
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