Title :
Coefficient optimization for area-effective multiplier-less FIR filters
Author :
Lin, Tay-Jyi ; Yang, Tsung-Hsun ; Jen, Chein-Wei
Author_Institution :
Dept. of Electron. Eng., Nat. Chiao Tung Univ., Hsinchu, Taiwan
Abstract :
This paper presents the systematic synthesis of multiplier-less FIR filters with a novel complexity-aware quantization algorithm. Both signed-digit representations and common subexpression elimination (CSE) are investigated to reduce the computational complexity at the bit level. For comparable filter responses, the simulation shows that our approach requires only half (49.06%∼ 50.94%) additions of the straightforward quantized filters. Both with CSE, our FIR synthesizer has comparable results with the CSD-encoded coefficients, which have the theoretically minimum non-zero terms. Moreover, our approach outperforms CSD in most cases because of the direct control over additions and the zero-overhead insertion of non-zero terms.
Keywords :
FIR filters; computational complexity; optimisation; quantisation (signal); CSD-encoded coefficients; area-effective multiplier-less FIR filters; coefficient optimization; common subexpression elimination; complexity-aware quantization algorithm; computational complexity; signed-digit representations; Computational complexity; Computational modeling; Digital signal processing; Discrete Fourier transforms; Discrete cosine transforms; Fast Fourier transforms; Finite impulse response filter; Kernel; Quantization; Synthesizers;
Conference_Titel :
Multimedia and Expo, 2003. ICME '03. Proceedings. 2003 International Conference on
Print_ISBN :
0-7803-7965-9
DOI :
10.1109/ICME.2003.1220870