Title of article :
CSDC: A New Complexity Reduction Technique for Multiplierless Implementation of Digital FIR Filters
Author/Authors :
Y.، Wang نويسنده , , K.، Roy, نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2005
Pages :
-1844
From page :
1845
To page :
0
Abstract :
We present a computation reduction technique called computation sharing differential coefficient (CSDC) method, which can be used to obtain low-complexity multiplierless implementation of finite-impulse response (FIR) filters. It is also applicable to digital signal processing tasks involving multiplications with a set of constants. The main component of our proposed CSDC method is to combine the strength of the augmented differential coefficient approach and subexpression sharing. Exploring computation reuse through algorithmic equivalence, the augmented differential coefficient approach greatly expands the design space by employing both differences and sums of filter coefficients. The expanded design space is represented by an undirected and complete graph. The problem of minimizing the adder cost (the number of additions/subtractions) for a given filter is transformed into a problem of searching for an appropriate subexpression set that leads to a minimal adder cost. A heuristic search algorithm based on genetic algorithm is developed to search for lowcomplexity solutions over the expanded design space in conjunction with exploring subexpression sharing. It is shown that up to 70.1% reduction in the adder cost can be obtained over the conventional multiplierless implementation. Comparison with several existing techniques based on the available data shows that our method yields comparable results for multiplierless FIR filter implementation.
Keywords :
subspace , inner function , model , Hilbert transform , Hardy space , admissible majorant , shift operator
Journal title :
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS
Serial Year :
2005
Journal title :
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS
Record number :
61495
Link To Document :
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