2013Communications technologyRequires access

Present Situation and Development of Blind Signal Separation Technology

Xin Mao

Open publisher page 0 citations

Abstract

BSS(blind signal separation) technolog,as a research field rapidlly developed during the 1990s,is used to estimate or separate the source signal only from with the observed signal.This paper describes first the basic concepts and its development history of BBS,and then expounds the BSS’s math models containing linear instant model,linear convolutive model and nonlinear model,then further sums up the blind signal separation method for positive,definite signals,underdetermined signals and single-channel mixed signal,outlines the principle and characteristics of the hot methods.Finally,the challenges,trends and applications of the blind signal separation are forecasted.

About this research paper

What this paper is about

BSS(blind signal separation) technolog,as a research field rapidlly developed during the 1990s,is used to estimate or separate the source signal only from with the observed signal.This paper describes first the basic concepts and its development history of BBS,and then expounds the BSS’s math models containing linear instant model,linear convolutive model and nonlinear model,then further sums up the blind signal separation method for positive,definite signals,underdetermined signals and single-channel mixed signal,outlines the principle and characteristics of the hot methods.Finally,the challenges,trends and applications of the blind signal separation are forecasted.

Why it matters

A significance statement is not available in the OpenAlex record.

Key contribution

A contribution statement is not available in the OpenAlex record.

Method / approach

Method details are not available in the OpenAlex metadata.

Main findings

Findings are not separately available in the OpenAlex metadata.

Limitations

Limitations are not available in the OpenAlex metadata.

Applications

Application details are not available in the OpenAlex metadata.

Available abstract

BSS(blind signal separation) technolog,as a research field rapidlly developed during the 1990s,is used to estimate or separate the source signal only from with the observed signal.This paper describes first the basic concepts and its development history of BBS,and then expounds the BSS’s math models containing linear instant model,linear convolutive model and nonlinear model,then further sums up the blind signal separation method for positive,definite signals,underdetermined signals and single-channel mixed signal,outlines the principle and characteristics of the hot methods.Finally,the challenges,trends and applications of the blind signal separation are forecasted.

Key concepts: Blind signal separation, Computer science, SIGNAL (programming language), Blind equalization, Underdetermined system, Separation (statistics), Algorithm, Channel (broadcasting)

Related papers

Back to paper searchBrowse research topicsOriginal source
Present Situation and Development of Blind Signal Separation Technology — Research Paper | ScholarLens