Title :
Finite wordlength digital filter design using simulated annealing
Author :
Byung Wook Jung ; Hyung Jong Yang ; Chun, Joohwan
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Korea Adv. Inst. of Sci. & Technol., Daejeon
Abstract :
This paper describes the design method of a linear phase finite wordlength finite-duration impulse response (FIR) filter using simulated annealing. In many applications, the word length of the FIR filter is limited for various reasons. Main reasons are the computational complexity and the system limitation. Simulated annealing is used to obtain FIR filter coefficients having desired frequency response, since this algorithm has a capability of finding the minimum value of the arbitrary function. Different from previous algorithms, block update which changes all the filter coefficients simultaneously and element-wise update which change one filter coefficient at once are both considered.
Keywords :
FIR filters; computational complexity; digital filters; frequency response; roundoff errors; simulated annealing; FIR filter; computational complexity; finite wordlength digital filter design; linear phase finite wordlength finite-duration impulse response filter; simulated annealing; Computational modeling; Cost function; Design methodology; Digital filters; Finite impulse response filter; Frequency response; Linear programming; Nonlinear filters; Signal processing algorithms; Simulated annealing;
Conference_Titel :
Signals, Systems and Computers, 2008 42nd Asilomar Conference on
Conference_Location :
Pacific Grove, CA
Print_ISBN :
978-1-4244-2940-0
Electronic_ISBN :
1058-6393
DOI :
10.1109/ACSSC.2008.5074465