Title :
A practical method to reduce a number of reference signals for the ANC system
Author :
Akiho, Masaichi ; Haseyama, Miki ; Kitajima, Hideo
Author_Institution :
Alpine Electron. Inc., Hokkaido Univ., Sapporo, Japan
Abstract :
We propose a practical method to reduce a number of reference signals for an active noise cancellation (ANC) system and the filter characteristics to generate the reduced number of reference signals, which maintain the original value of the coherence function. This method finds the number of independent noise sources and provides the filter characteristics based on SVD (singular value decomposition) of the power spectrum matrix of the reference signals. Then, we also use the multiple coherence function analysis to select dominant components in the reference signals. The method contributes greatly in reducing the number of reference signals for the ANC system that uses the large number of reference signals. We also discuss the characteristics of the filters that synthesizes the new set of reference signals. An experimental test is also performed to confirm the theory
Keywords :
active noise control; adaptive signal processing; filtering theory; least mean squares methods; signal synthesis; singular value decomposition; ANC system; LMS; SVD; active noise cancellation; active road noise cancellation system; adaptive signal processing unit; coherence function; experimental test; filter characteristics; independent noise sources; least mean square; multiple coherence function analysis; power spectrum matrix; reference signals reduction; singular value decomposition; Character generation; Filters; Independent component analysis; Matrix decomposition; Noise cancellation; Signal analysis; Signal generators; Signal synthesis; Singular value decomposition; Testing;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1999. Proceedings., 1999 IEEE International Conference on
Conference_Location :
Phoenix, AZ
Print_ISBN :
0-7803-5041-3
DOI :
10.1109/ICASSP.1999.758419