GDL

Journal from gdlhub / 2017-08-15 14:33:17
Oleh : Ranjit Kaur, Manjeet Singh Patterh, J.S. Dhillon, King Saud University
Dibuat : 2015-07-15, dengan 1 file

Keyword : Digital infinite-impulse response (IIR) filters Binary successive approximation-based evolutionary search (BSA-ES) Multi-objective optimization Lowest order Stability
Url : http://www.sciencedirect.com/science/article/pii/S1319157815000403
Sumber pengambilan dokumen : web

A new greedy search method is applied in this paper to design the optimal digital infinite impulse response (IIR) filter. The greedy search method is based on binary successive approximation (BSA) and evolutionary search (ES). The suggested greedy search method optimizes the magnitude response and the phase response simultaneously and also finds the lowest order of the filter. The order of the filter is controlled by a control gene whose value is also optimized along with the filter coefficients to obtain optimum order of designed IIR filter. The stability constraints of IIR filter are taken care of during the design procedure. To determine the trade-off relationship between conflicting objectives in the non-inferior domain, the weighting method is exploited. The proposed approach is effectively applied to solve the multiobjective optimization problems of designing the digital low-pass (LP), high-pass (HP), bandpass (BP), and bandstop (BS) filters. It has been demonstrated that this technique not only fulfills all types of filter performance requirements, but also the lowest order of the filter can be found. The computational experiments show that the proposed approach gives better digital IIR filters than the existing evolutionary algorithm (EA) based methods.

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