电讯技术Issue(1)：29-33,5.DOI:10.3969/j.issn.1001-893x.2014.01.006
基于稀疏编码的TPM通信噪声抑制分析
Analysis of TPM Communication Noise Suppression Based on Sparse Coding
摘要
Abstract
The noise interference would bring tremendous influence on the Time-phase modulation system based on Independent Component Analysis( ICA) time domain filtering. This paper adopts sparse coding technology to suppress noise for time-phase modulation( TPM) communication signals. Firstly,sparse cod-ing method is adopted to encode with regard to observation signals and then the processed signals are com-pressed,thus these small argument-values are substituted by smaller or zero value and the noise is sup-pressed. The simulation shows that sparse coding method has suppressed noise better for the TPM commu-nication system and it can improve approximately 1 dB of system error performance.关键词
时相调制/独立成分分析/稀疏编码/噪声抑制Key words
TPM system/independent component analysis/sparse coding/noise suppression分类
信息技术与安全科学引用本文复制引用
赵培洪,王红星,平殿发,卢卫,毛忠阳..基于稀疏编码的TPM通信噪声抑制分析[J].电讯技术,2014,(1):29-33,5.基金项目
国家自然科学基金资助项目(60772056) （60772056）
山东省“泰山学者”建设工程项目@@@@Foundation Item:The National Natural Science Foundation of China(No.60772056) （No.60772056）
Project Supported by“Taishan Scholar” Special Foun-dation of Shandong Province （）
