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Maximum likelihood channel estimation algorithm combines logarithm likelihood ratio decoding in the coal mine application

Maximum likelihood channel estimation algorithm combines logarithm likelihood ratio decoding in the coal mine application
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摘要 The environment of the wireless communication system in the coal mine has unique characteristics: great noise, strong multiple path interference, and the wireless communication of orthogonal frequency division multiplexing (OFDM) in underground coal mine is sensitive to the frequency selection of multiple path fading channel, whose decoding is separated from the traditional channel estimation algorithm. In order to increase its accuracy and reliability, a new iterating channel estimation algorithm combining the logarithm likelihood ratio (LLR) decode iterate based on the maximum likelihood estimation (ML) is proposed in this paper, which estimates iteration channel in combination with LLR decode. Without estimating the channel noise power, it exchanges the information between the ML channel estimation and the LLR decode using the feedback information of LLR decode. The decoding speed is very quick, and the satisfied result will be obtained by iterating in some time. The simulation results of the shortwave broadband channel in the coal mine show that the error rate of the system is basically convergent after the iteration in two times.
出处 《Journal of Coal Science & Engineering(China)》 2013年第1期104-108,共5页 煤炭学报(英文版)
关键词 orthogonal frequency division multiplexing (OFDM) maximum likelihood estimation logarithm likelihood ratio decode iterate 信道估计算法 最大似然估计 对数似然比 煤矿 迭代信道估计 无线通信系统 应用 译码
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