海军航空工程学院学报
海軍航空工程學院學報
해군항공공정학원학보
JOURNAL OF NAVAL AERONAUTICAL ENGINEERING INSTITUTE
2013年
3期
237-240
,共4页
小波变换%ICA算法%相似程度
小波變換%ICA算法%相似程度
소파변환%ICA산법%상사정도
wavelet transform%ICA algorithm%similarity degree
针对ICA算法不能直接应用于单通道盲分离的问题,提出了基于小波变换的ICA盲源分离算法。该算法结合小波变换对基于信息论的ICA算法进行了改进并应用在单通道盲分离中。仿真结果给出了分离后信号的波形,经检验其相似程度,分离后信号的波形与源信号的波形较为接近。
針對ICA算法不能直接應用于單通道盲分離的問題,提齣瞭基于小波變換的ICA盲源分離算法。該算法結閤小波變換對基于信息論的ICA算法進行瞭改進併應用在單通道盲分離中。倣真結果給齣瞭分離後信號的波形,經檢驗其相似程度,分離後信號的波形與源信號的波形較為接近。
침대ICA산법불능직접응용우단통도맹분리적문제,제출료기우소파변환적ICA맹원분리산법。해산법결합소파변환대기우신식론적ICA산법진행료개진병응용재단통도맹분리중。방진결과급출료분리후신호적파형,경검험기상사정도,분리후신호적파형여원신호적파형교위접근。
According to ICA algorithm cannot be applied in single channel blind separation directly, the single channel blind separation algorithm based on wavelet transform was presented. The algorithm combines the wave?let transform to improve ICA algorithm based on information theory, applied in single channel blind separation and could reduce the complexity of the algorithm. Finally, the outcome of simulation showed that the waveform after separation was closed to the source singnal.