DocumentCode
2906121
Title
Adaptive design of FIR filter with applications in broadband beamforming
Author
Yang, Yixin ; Wan, Chunru ; Sun, Chao
Author_Institution
Inst. of Acousti. Eng., Northwestern Polytech. Univ., Xi´´an, China
Volume
A
fYear
2004
fDate
21-24 Nov. 2004
Firstpage
507
Abstract
The design of FIR digital filter based on minimum mean square error criterion can be implemented via adaptive approach. An iterative algorithm is proposed in this paper to enhance the effectiveness of adaptive FIR digital filter design through adaptively obtaining optimum cost functions. This modified approach results in the best values of the cost function to reach a best fit between the FIR digital filter response and the design requirements. The adaptive design approach is used to get the weights of FIR filters in time domain broadband beamformers. An example of broadband beamforming for a 12-element arc array is illustrated to show the effectiveness of the iterative algorithm proposed in this paper.
Keywords
FIR filters; adaptive filters; least mean squares methods; time-domain analysis; adaptive FIR digital filter design; iterative algorithm; minimum mean square error criterion; optimum cost functions; time domain broadband beamformers; Acoustical engineering; Algorithm design and analysis; Array signal processing; Cost function; Digital filters; Finite impulse response filter; Frequency; Iterative algorithms; Least squares approximation; Signal design;
fLanguage
English
Publisher
ieee
Conference_Titel
TENCON 2004. 2004 IEEE Region 10 Conference
Print_ISBN
0-7803-8560-8
Type
conf
DOI
10.1109/TENCON.2004.1414468
Filename
1414468
Link To Document