Impulsive Noise Mitigation With Interleaving Based on MUSIC in Power Line Communication

被引:11
|
作者
Bai, Li [1 ]
Tucci, Mauro [1 ]
Raugi, Marco [1 ]
机构
[1] Univ Pisa, Dept Energy Syst Terr & Construct Engn, I-56122 Pisa, Italy
关键词
Impulse noise mitigation; MUSIC; interleaving; SBL; power line communication; BLANKING NONLINEARITY; OPTIMIZATION; RECEIVER; MODEL;
D O I
10.1109/TSG.2018.2831913
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
In power line communication, impulsive noise (IN) greatly degrades the performance of signal transmission. Generally, an IN model adopts Middleton Class A or Bernoulli Gaussian model with the assumption that IN is sparse and memoryless. However, IN collected in fields appears in bursts. In this paper, interleaving in time domain is applied to create a special structure in frequency domain for IN burst. Based on the special structure, IN support is determined by using multiple signal classification (MUSIC) and its amplitude is estimated by least squares method in frequency domain, exploiting the noise information on null subcarriers in orthogonal frequency division multiplexing system. In addition, sparse Bayesian Learning algorithm with IN support based on MUSIC is also investigated. Simulations are conducted to evaluate the proposed IN estimation performance, with varying ratio of IN power to background noise power, and number of null subcarriers.
引用
收藏
页码:3575 / 3584
页数:10
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