Title :
Design of digital filters using simulated annealing
Author :
Kacelenga, R.V. ; Graumann, P.J. ; Turner, L.E.
Author_Institution :
Dept. of Electr. Eng., Calgary Univ., Alta., Canada
Abstract :
A simulated annealing optimization algorithm is used in the design of finite impulse response (FIR) filters and fifth-order LDI all-pole digital filters. Using simulated annealing, sin(x)/x precompensating scheme based on both the FIR and LDI structures is presented. The design process begins with a random set of finite precision coefficients for the filter, making no attempt to obtain a good initial starting coefficient. The use of simulated annealing allows the use of nonclassical transfer functions in the design of digital filters, i.e. it allows for the design of arbitrary magnitude response filters
Keywords :
digital filters; frequency response; network synthesis; simulated annealing; transfer functions; FIR filter design; fifth-order LDI all-pole digital filters; finite impulse response filters; finite precision coefficients; frequency response; nonclassical transfer functions; simulated annealing optimization algorithm; Algorithm design and analysis; Computational modeling; Digital filters; Finite impulse response filter; Frequency response; IIR filters; Iterative algorithms; Process design; Simulated annealing; Transfer functions;
Conference_Titel :
Circuits and Systems, 1990., IEEE International Symposium on
Conference_Location :
New Orleans, LA
DOI :
10.1109/ISCAS.1990.112147