Design of a higher-order digital differentiator using a particle swarm optimization approach

Mechanical Systems and Signal Processing

Volumn 22, Issue 1, 2008, Pages 233-247

  Chang, Wei Der ^a   Chang, Dai Ming ^a  

^a SHU TE UNIVERSITY   (Taiwan)

Author keywords

FIR filter; Higher order digital differentiator; Particle swarm optimization (PSO)

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; FIR FILTERS; FREQUENCY RESPONSE; OPTIMIZATION; SYSTEMS ANALYSIS;

FIR FILTER; HIGHER ORDER DIGITAL DIFFERENTIATOR; PARTICLE SWARM OPTIMIZATION;

DIFFERENTIATING CIRCUITS;

EID: 35548976605     PISSN: 08883270     EISSN: 10961216     Source Type: Journal    
DOI: 10.1016/j.ymssp.2007.08.010     Document Type: Article

References (13)

1. Van de Vegte J. Fundamentals of Digital Signal Processing (2001), Prentice-Hall, Englewood Cliffs, NJ
2. Rabiner L.R., and Gold E. Theory and Application of Digital Signal Processing (1975), Prentice-Hall, Englewood Cliffs, NJ
3. J. Kenny, R. Eberhart. Particle swarm optimization, in: Proceedings of IEEE International Conference on Neural Networks, vol. IV, Perth, Australia, 1995, pp. 1942-1948.
4. Y. Shi, R.C. Eberhart, A modified particle swarm optimization, in: Proceedings of the IEEE International Conference on Evolutionary Computation, Anchorage, 1998, pp. 69-73.
5. Yuan S.F., and Chu F.L. Fault diagnostics based on particle swarm optimisation and support vector machines. Mechanical Systems and Signal Processing 21 (2007) 1787-1798
6. Abido M.A. Optimal design of power-system stabilizers using particle swarm optimization. IEEE Transactions on Energy Conversion 17 (2002) 406-413
7. Liu B., Wang L., Jin Y.H., Tang F., and Huang D.X. Improved particle swarm optimization combined with chaos. Chaos, Solitons & Fractals 25 (2005) 1261-1271
8. Lin Y.L., Chang W.D., and Hsieh J.G. A particle swarm optimization approach to nonlinear rational filter modeling. Expert Systems with Applications (2007) 10.1016/j.eswa.2006.12.004 (in press)
9. Gaing Z.L. A particle swarm optimization approach for optimum design of PID controller in AVR system. IEEE Transactions on Energy Conversion 19 (2004) 384-391
10. El-Zonkoly A.M. Optimal tuning of power systems stabilizers and AVR gains using particle swarm optimization. Expert Systems with Applications 31 (2006) 551-557
11. Tzeng S.T., and Lu H.C. Genetic algorithm approach for designing higher-order digital differentiators. Signal Processing 79 (1999) 175-186
12. Tseng C.C. Stable IIR digital differentiator design using iterative quadratic programming approach. Signal Processing 80 (2000) 857-866
13. McClellan J.H., Parks T.W., and Rabiner L.R. A computer program for designing optimum FIR liear phase digital filters. IEEE Transactions on Audio Electroacoustics 21 (1973) 506-526