Design and simulation of FIR band pass and band stop filters using gravitational search algorithm

Memetic Computing

Volumn 5, Issue 4, 2013, Pages 311-321

  Saha, Suman Kumar ^a   Kar, Rajib ^a   Mandal, Durbadal ^a   Ghoshal, Sakti Prasad ^a  

^a NATIONAL INSTITUTE OF TECHNOLOGY   (India)

Author keywords

Convergence; Evolutionary optimization technique; FIR filter; Magnitude response

Indexed keywords

CONVERGENCE; EVOLUTIONARY OPTIMIZATION TECHNIQUES; FINITE-IMPULSE RESPONSE; GRAVITATIONAL SEARCH ALGORITHM (GSA); GRAVITATIONAL SEARCH ALGORITHMS; MAGNITUDE RESPONSE; OPTIMIZATION CAPABILITIES; REAL CODED GENETIC ALGORITHM;

CONSTRAINED OPTIMIZATION; DIGITAL FILTERS; FIR FILTERS; IMPULSE RESPONSE; LEARNING ALGORITHMS; PARTICLE SWARM OPTIMIZATION (PSO);

GRAVITATION;

EID: 84888037529     PISSN: 18659284     EISSN: 18659292     Source Type: Journal    
DOI: 10.1007/s12293-013-0122-6     Document Type: Article

References (37)

1. Ifeachor EC, Jervis BW (2002) Digital signal processing: a practical approach, 2nd edn. Pearson Edu, Prentice Hall.
2. Rabiner LR (1973) Approximate design relationships for low-pass FIR digital filters. IEEE Trans Audio Electro Acoust AU-21: 456-460.
3. Litwin L (2000) FIR and IIR digital filters. IEEE Potentials 0278-6648: 28-31.
4. McClellan JH, Parks TW, Rabiner LR (1973) A computer program for designing optimum FIR linear phase digital filters. IEEE Trans Audio Electro Acoust AU-21: 506-526.
5. Chit NN, Mason JS (Jan. 1991) Complex Chebychev approximation for FIR digital filters. IEEE Trans Signal Process 39(1): 49-54.
6. Cuthbert LG (Dec. 1974) Optimizing nonrecursive digital filters to non linear phase characteristics. Radio Electron Eng 44(12): 646-651.
7. Holt AGJ, Attikiouzel J, Bennett R (Dec. 1976) Iterative technique for designing nonrecursive digital filter nonlinear phase characteristics. Radio Electron Eng 46(12): 589-592.
8. Ahmad SU, Antoniou A (2006) A genetic algorithm approach for fractional delay FIR filters. In: IEEE international symposium on circuits and systems, ISCAS 2006, Greece, pp 2517-2520.
9. Mastorakis NE, Gonos IF, Swamy MNS (2003) Design of two dimensional recursive filters using genetic algorithms. IEEE Trans Circuits Syst I Fundam Theory Appl 50: 634-639.
10. Hung-Ching Lu, Tzeng Shian-Tang (2000) Design of arbitrary FIR log filters by genetic algorithm approach. Signal Process 80: 497-505.
11. Ahmad SU, Andreas A (2006) Cascade-form multiplier less FIR filter design using orthogonal genetic algorithm. In: IEEE international symposium on signal processing and information technology, Canada, pp 932-937.
12. Tang W, Shen T (2010) Optimal design of FRM-Based FIR filters by using hybrid Taguchi genetic algorithm. International Conference on Green Circuits and Systems (ICGCS-2010), China, pp 392-397.
13. Karaboga D, Horrocks DH, Karaboga N, Kalinli A (1997) Designing digital FIR filters using Tabu search algorithm. In: IEEE international symposium on circuits and systems, ISCAS '97, Hong Kong, pp 2236-2239.
14. Chen S (2000) IIR model identification using batch-recursive adaptive simulated annealing algorithm. In: 6th annual Chinese automation and computer science conference, UK, pp 151-155.
15. Karaboga N (2009) A new design method based on artificial bee colony algorithm for digital IIR filters. J Frankl Inst 346(4): 328-348.
16. Karaboga N, Cetinkayal B (2006) Design of digital FIR filters using differential Evolution algorithm. Circuits Syst Signal Process 25(5): 649-660.
17. Liu G, Li YX, He G (2010) Design of digital FIR filters using differential evolution algorithm based on reserved gene. In: IEEE congress on evolutionary computation, Spain, pp 1-7.
18. Pan Shing-Tai (April 2011) Evolutionary computation on programmable robust IIR filter pole-placement design. IEEE Trans Instrum Meas 60(4): 1469-1479.
19. Gao H, Diao M (2010) Differential cultural algorithm for digital filters design. In: Second international conference on computer modelling and simulation, vol 3, China, pp 459-463.
20. Kennedy J, Eberhart R (1995) Particle swarm optimization. In: Proceedings of the IEEE international conference on neural network, vol 4, Australia, pp 1942-1948.
21. Najjarzadeh M, Ayatollahi A (2008) FIR digital filters design: particle swarm optimization utilizing LMS and minimax strategies. In: IEEE international symposium signal processing and information Technology, Bosnia, pp 129-132.
22. Krusienski DJ, Jenkins WK (2006) A modified particle swarm optimization algorithm for adaptive filtering. In: IEEE international symposium on circuits and systems, ISCAS 2006, Greece, pp 137-140.
23. Ababneh JI, Bataineh MH (2008) Linear phase FIR filter design using particle swarm optimization and genetic algorithms. Digit Signal Process 18(4): 657-668.
24. Fang W, Sun J, Xu W, Liu J (2006) FIR digital filters design based on quantum-behaved particle swarm optimization. In: First international conference on innovative computing, information and control, ICICIC '06, vol 1, Beijing, China, pp 615-619.
25. Luitel B, Venayagamoorthy GK (2010) Particle swarm optimization with quantum infusion for system identification. Eng Appl Artif Intell 23(5): 635-649.
26. Yu X, Liu J, Li H (2009) An adaptive inertia weight particle swarm optimization algorithm for IIR digital filter. In: International conference on artificial intelligence and computational intelligence, vol 1, Las Vegas, USA, pp 114-118.
27. Jia D, Jiao Y, Zhang J (2009) Satisfactory design of IIR digital filter based on chaotic mutation particle swarm optimization. In: 3rd international conference on genetic and evolutionary computing, WGEC '09, Guilin, China, pp 48-51.
28. Sarangi A, Mahapatra RK, Panigrahi SP (2011) DEPSO and PSO-QI in digital filter design. Expert Syst Appl 38(9): 10966-10973.
29. Luitel B, Venayagamoorthy GK (2008) Differential evolution particle swarm optimization for digital filter design. In: IEEE congress on evolutionary computation, CEC 2008, Hong Kong, China.
30. Dai C, Chen W, Zhu Y (2010) Seeker optimization algorithm for digital IIR filter design. IEEE Trans Ind Electron 57(5): 1710-1718.
31. Rashedi E, Hossien N, Saryazdi S (2011) Filter modelling using gravitational search algorithm. Eng Appl Artif Intell 24(1): 117-122.
32. Rashedi E, Hossien N, Saryazdi S (2009) GSA: a gravitational search algorithm. Inf Sci 179: 2232-2248.
33. Lin Z (1997) An introduction to time-frequency signal analysis. Sens Rev 17: 46-53.
34. Mandal D, Ghoshal SP, Bhattacharjee AK (2010) Application of evolutionary optimization techniques for finding the optimal set of concentric circular antenna array. Expert Syst Appl 38(4): 2942-2950.
35. Storn R, Price K (1995) Differential evolution-a simple and efficient adaptive scheme for global optimization over continuous spaces. Technical Report, International Computer science Institute, Berkley.
36. Hime A, Oliveira Jr., Petraglia A, Petraglia MR (2009) Frequency domain FIR filter design using fuzzy adaptive simulated annealing. Circuits Syst Signal Process 28: 899-911.
37. Akbari R, Mohammadi A, Ziarati K (2010) A novel bee swarm optimization algorithm for numeric function optimization. Commun Nonlinear Sci Numer Simul 15: 3142-3155.