Title :
Area-effective FIR filter design for multiplier-less implementation
Author :
Lin, Tay-Jyi ; Yang, Tsung-Hsun ; Jen, Chein-Wei
Author_Institution :
Dept. of Electron. Eng., Nat. Chiao Tung Univ., Taiwan
Abstract :
The hardware complexity of digital filters is not controllable by straightforwardly rounding the coefficients to the quantization levels. In this paper, we propose an effective alternative that distributes a pre-defined addition budget to the multiplier-less FIR filters, which takes into account the common sub-expression sharing inside the computations. We successfully integrate a heuristic common sub-expression elimination (CSE) algorithm and the coefficient quantization by successive approximation proposed by Li et al. Besides, we also propose an improved search algorithm for an optimal scale factor to settle the coefficients collectively into the quantization space. Simulation results show that CSE effectively reduces 29. 1%∼31.5% budgets for comparable filter responses. Besides, the improved scale factor exploration helps to find an identical or a better (never worse) quantization result with only 32.67%∼44.53% run time, whether or not CSE is applied.
Keywords :
FIR filters; digital filters; quantisation (signal); FIR filter design; area-effective FIR filter; coefficient quantization; common sub-expression sharing; digital filters; filter responses; hardware complexity; heuristic elimination algorithm; multiplier-less implementation; optimal scale factor; pre-defined addition budget; quantization levels; quantization space; successive approximation; Approximation algorithms; Computational modeling; Digital filters; Digital signal processing; Discrete cosine transforms; Distributed computing; Fast Fourier transforms; Finite impulse response filter; Hardware; Quantization;
Conference_Titel :
Circuits and Systems, 2003. ISCAS '03. Proceedings of the 2003 International Symposium on
Print_ISBN :
0-7803-7761-3
DOI :
10.1109/ISCAS.2003.1206222