Huaiwen Wang
Abstract
Independent component analysis(ICA) is a signal analysis method based on high order cumulants,and is closely related to blind source separation.The basic concept and criterion of ICA are introduced,the current popular algorithms are analyzed and summarized,and the future development of ICA is proposed.
A significance statement is not available in the OpenAlex record.
A contribution statement is not available in the OpenAlex record.
Method details are not available in the OpenAlex metadata.
Findings are not separately available in the OpenAlex metadata.
Limitations are not available in the OpenAlex metadata.
Application details are not available in the OpenAlex metadata.
Independent component analysis(ICA) is a signal analysis method based on high order cumulants,and is closely related to blind source separation.The basic concept and criterion of ICA are introduced,the current popular algorithms are analyzed and summarized,and the future development of ICA is proposed.
Key concepts: Independent component analysis, Blind signal separation, Cumulant, Computer science, Component (thermodynamics), Source separation, Higher-order statistics, Separation (statistics)