DocumentCode
3346679
Title
Automatic cost minimization for multiplierless implementations of discrete signal transforms
Author
Zelinski, Adam C. ; Püschel, Markus ; Misra, Smarahara ; Hoe, James C.
Author_Institution
Dept. of Electr. & Comput. Eng., Carnegie Mellon Univ., Pittsburgh, PA, USA
Volume
5
fYear
2004
fDate
17-21 May 2004
Abstract
The computation of linear DSP transforms consists entirely of additions and multiplications by constants, which, in a hardware realization, can be implemented as a network of wired shifts and additions. Thus, a light weight fixed point implementation that approximates an exact transform can be built from only adders. The paper presents an automatic approach for minimizing the number of additions required for a given transform under the constraint of a particular quality measure. We present an evaluation of our approach. For example, one experiment shows that the IMDCT transform within an MP3 decoder can be reduced from 572 additions to 260 additions while maintaining limited accuracy as defined by the MP3 ISO standard.
Keywords
discrete cosine transforms; discrete transforms; fixed point arithmetic; logic design; minimisation; signal processing; DCT; MP3 decoder; adders; automatic cost minimization; digital signal processing; discrete signal transforms; fixed point implementation; linear DSP transforms; multiplierless implementations; Approximation algorithms; Costs; Decoding; Digital audio players; Digital signal processing; Discrete cosine transforms; Discrete transforms; Hardware; Robustness; Signal processing algorithms;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
ISSN
1520-6149
Print_ISBN
0-7803-8484-9
Type
conf
DOI
10.1109/ICASSP.2004.1327087
Filename
1327087
Link To Document