Design of Higher Order Digital IIR Low Pass Filter Using Hybrid Differential Evolution
D. S. Sidhu 1,
J. S. Dhillon 2, and
Dalveer Kaur 3
1. Department of Electronics and Communication Engineering, Giani Zail Singh Punjab Technical University Campus, Bathinda-151001, India
2. Department of Electrical and Instrumentation Engineering, Sant Longowal Institute of Engineering and Technology, Longowal-148106, India
3. Department of Electronics and Communication Engineering, Punjab Institute of Technology, Kapurthala-144601, India
2. Department of Electrical and Instrumentation Engineering, Sant Longowal Institute of Engineering and Technology, Longowal-148106, India
3. Department of Electronics and Communication Engineering, Punjab Institute of Technology, Kapurthala-144601, India
Abstract—In this paper, hybrid technique with differential evolution (DE) method as a global search technique and binary successive approximation (BSA) based evolutionary search method as a local search technique is proposed. Evolutionary search is used for the exploration and pattern search method for exploitation. To initiate with good population, the opposition based learning strategy is applied. Migration strategy is applied to maintain the diversity in the population. The above proposed hybrid technique has been applied effectively to solve the multi-parameter optimization problem of higher order low-pass stable digital IIR filter design. The obtained results prove that the proposed technique is better than or comparable to other algorithms used by other researchers and can be applied to design HP, BP and BS IIR filters.
Index Terms—digital IIR filter, hybrid heuristic search technique, Differential Evolution (DE) method, Binary Successive Approximation (BSA), multi-parameter optimization
Cite: D. S. Sidhu, J. S. Dhillon, and Dalveer Kaur, "Design of Higher Order Digital IIR Low Pass Filter Using Hybrid Differential Evolution," International Journal of Signal Processing Systems, Vol. 4, No. 1, pp. 6-12, February 2016. doi: 10.12720/ijsps.4.1.6-12
Cite: D. S. Sidhu, J. S. Dhillon, and Dalveer Kaur, "Design of Higher Order Digital IIR Low Pass Filter Using Hybrid Differential Evolution," International Journal of Signal Processing Systems, Vol. 4, No. 1, pp. 6-12, February 2016. doi: 10.12720/ijsps.4.1.6-12