Performance Analysis of LDPC-Coded Diversity Combining on Rayleigh Fading Channels With Impulsive Noise

被引:18
作者
Mei, Zhen [1 ]
Johnston, Martin [1 ]
Le Goff, Stephane [1 ]
Chen, Li [2 ]
机构
[1] Newcastle Univ, Sch Elect & Elect Engn, Newcastle Upon Tyne NE1 7RU, Tyne & Wear, England
[2] Sun Yat Sen Univ, Sch Elect & Informat Technol, Guangdong Key Lab Informat Secur, Guangzhou 510006, Guangdong, Peoples R China
关键词
Impulsive noise; LDPC codes; diversity combining; finite length analysis; PARITY-CHECK CODES; NON-GAUSSIAN NOISE; SIGNAL-DETECTION; INTERFERENCE; STATISTICS; BER; COMMUNICATION; MODULATION; RECEIVER; POISSON;
D O I
10.1109/TCOMM.2017.2683485
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Spatial diversity is an effective method to mitigate the effects of fading, and when used in conjunction with low-density parity-check (LDPC) codes, it can achieve excellent error-correcting performance. Noise added at each branch of the diversity combiner is generally assumed to be additive white Gaussian noise, but there are many applications where the received signal is impaired by noise with a non-Gaussian distribution. In this paper, we derive the exact bit-error probability of different linear combining techniques on Rayleigh fading channels with impulsive noise, which is modeled using symmetric alpha-stable distributions. The relationship for the signal-to-noise ratios of these linear combiners is derived and then different non-linear detectors are presented. A detector based on the bi-parameter Cauchy-Gaussian mixture model is used and shows near-optimal performance with a significant reduction in complexity when compared with the optimal detector. Furthermore, the threshold signal-to-noise ratio of LDPC codes for different combining techniques on these channels is derived using density evolution and an estimation of the waterfall performance of LDPC codes is derived that reduces the gap between simulated and asymptotic performance.
引用
收藏
页码:2345 / 2356
页数:12
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