DocumentCode
1749440
Title
Common-acoustic-poles/zeros approximation of head-related transfer functions
Author
Liu, C.J. ; Hsieh, S.E.
Author_Institution
Dept. of Commun. Eng., Nat. Chiao Tung Univ., Hsinchu, Taiwan
Volume
5
fYear
2001
fDate
2001
Firstpage
3341
Abstract
Common-acoustic-poles/zeros (CAPZ) approximation is a more efficient way to model head-related transfer functions (HRTFs). In CAPZ approximation, a group of HRTFs can share a set of poles but use their own zeros. Previous CAPZ works, such as the Prony, Shanks and iterative prefiltering methods, were all based on the linearized least-square criterion. A new state-space approach, jointly balanced model truncation, is proposed by using singular value decomposition of a joint Hankel matrix. The proposed approach can choose the suitable order of IIR filters for HRTFs approximation according to the distribution of singular values but previous works can not. The proposed method is also modified to permit different orders for the poles and zeros. Computer simulations of these approaches are included for comparison
Keywords
Hankel matrices; IIR filters; acoustic signal processing; approximation theory; filtering theory; iterative methods; poles and zeros; singular value decomposition; state-space methods; transfer functions; HRTF; IIR filters; common-acoustic-poles/zeros approximation; computer simulations; head-related transfer functions; iterative prefiltering; joint Hankel matrix; jointly balanced model truncation; singular value decomposition; singular values distribution; state-space approach; Computer simulation; Ear; Finite impulse response filter; IIR filters; Iterative methods; Matrix decomposition; Nonlinear equations; Poles and zeros; Singular value decomposition; Transfer functions;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 2001. Proceedings. (ICASSP '01). 2001 IEEE International Conference on
Conference_Location
Salt Lake City, UT
ISSN
1520-6149
Print_ISBN
0-7803-7041-4
Type
conf
DOI
10.1109/ICASSP.2001.940374
Filename
940374
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