Results on the application of the simulated annealing (SA) algorithm to the problem of finding the coefficients of a digital filter with very coarse coefficients values (namely, power-of-two) are presented. For a minimax criterion in the frequency response, the algorithm was found particularly useful for designing a cascade-form FIR (finite impulse response) filter whose performance is known to be superior to that of direct-form filters. Because the SA algorithm is a global optimization method, all stages are designed simultaneously, thus avoiding the classical iterative procedure. The final result is better performance at a higher computational cost

Results on the application of simulated annealing algorithm for the design of digital filters with powers-of-two coefficients / Benvenuto, N; Marchesi, M; Uncini, Aurelio. - STAMPA. - 3:(1990), pp. 1301-1304. [10.1109/ICASSP.1990.115611]

Results on the application of simulated annealing algorithm for the design of digital filters with powers-of-two coefficients

UNCINI, Aurelio
1990

Abstract

Results on the application of the simulated annealing (SA) algorithm to the problem of finding the coefficients of a digital filter with very coarse coefficients values (namely, power-of-two) are presented. For a minimax criterion in the frequency response, the algorithm was found particularly useful for designing a cascade-form FIR (finite impulse response) filter whose performance is known to be superior to that of direct-form filters. Because the SA algorithm is a global optimization method, all stages are designed simultaneously, thus avoiding the classical iterative procedure. The final result is better performance at a higher computational cost
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/209082
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