Title :
A novel low-complexity method for parallel multiplierless implementation of digital FIR filters
Author :
Wang, Yongtao ; Roy, Kaushik
Author_Institution :
Sch. of Electr. & Comput. Eng., Purdue Univ., West Lafayette, IN, USA
Abstract :
We present a computation reduction method which can be used to obtain a low-complexity parallel multiplierless implementation of digital FIR filters, exploring the use of shift inclusive differential (SED) coefficients and common subexpression elimination (CSE). We introduce a new directed multigraph to represent the design space greatly expanded by the use of SED coefficients. A graph-theoretic algorithm is then employed to explore the greatly expanded design space efficiently. Further, we propose a novel CSE method applied to the design space represented by the graph, which recursively eliminates 2-bit subexpressions with a steepest descent approach for subexpression selection. Compared with a conventional multiplierless implementation, up to 75% reduction in terms of number of additions has been achieved. In comparison to a recently reported CSE method based on available data, our approach achieves an improvement of up to 19%.
Keywords :
FIR filters; computational complexity; directed graphs; parallel processing; common subexpression elimination; directed multigraph; graph-theoretic algorithm; high-performance digital signal processing; parallel multiplierless digital FIR filters; shift inclusive differential coefficients; steepest descent approach; Algorithm design and analysis; Concurrent computing; Digital filters; Digital signal processing; Digital signal processing chips; Energy efficiency; Finite impulse response filter; Signal processing algorithms; Wireless communication; Wiring;
Conference_Titel :
Circuits and Systems, 2005. ISCAS 2005. IEEE International Symposium on
Print_ISBN :
0-7803-8834-8
DOI :
10.1109/ISCAS.2005.1465013