Evolutionary computation on programmable robust IIR filter pole-placement design

IEEE Transactions on Instrumentation and Measurement

Volumn 60, Issue 4, 2011, Pages 1469-1479

  Pan, Shing Tai ^a  

^a NATIONAL UNIVERSITY OF KAOHSIUNG   (Taiwan)

Author keywords

Evolutionary computation; field programmable gate array (FPGA) chip; pole placement design; robustly stable infinite impulse response (IIR) filter

Indexed keywords

BAND PASS; DESIGN PROBLEMS; DIFFERENTIAL EVOLUTION; ELECTRONIC DEVICE; EVOLUTIONARY COMPUTATIONS; FIELD-PROGRAMMABLE GATE ARRAY (FPGA) CHIP; FILTER PERFORMANCE; FPGA CHIPS; IMPROVED GENETIC ALGORITHMS; INFINITE IMPULSE RESPONSE FILTER; INPUT SIGNAL; LOW-PASS; MEASUREMENT NOISE; PERFORMANCE BASED; POLE PLACEMENT; ROBUSTLY STABLE INFINITE-IMPULSE-RESPONSE (IIR) FILTER; SPEECH SIGNALS; STABILITY ROBUSTNESS; UNIT DISK;

BANDPASS FILTERS; BIOLOGY; CALCULATIONS; DESIGN; FIELD PROGRAMMABLE GATE ARRAYS (FPGA); GENETIC ALGORITHMS; LOGIC GATES; LOW PASS FILTERS; PARTICLE SWARM OPTIMIZATION (PSO); POLES; SPEECH COMMUNICATION; SPURIOUS SIGNAL NOISE; STABILITY CRITERIA; SYSTEM STABILITY;

IIR FILTERS;

EID: 79952630124     PISSN: 00189456     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIM.2010.2086850     Document Type: Article

References (32)

1. W. S. Lu and T. Hinamoto, "Optimal design of IIR digital filters with robust stability using conic-quadratic-programming, " IEEE Trans. Signal Process., vol. 51, no. 6, pp. 1581-1592, Jun. 2003.
2. L. Balogh and R. Pintelon, "Stable approximation of unstable transfer function models, " IEEE Trans. Instrum. Meas., vol. 57, no. 12, pp. 2720-2726, Dec. 2008.
3. ∞ optimal deconvolution filter designs, " Signal Process., vol. 80, no. 2, pp. 311-331, Feb. 2000.
4. F. Chen, S. Kwong, G. Wei, C. K. W. Ku, and K. F. Man, "Blind linear channel estimation using genetic algorithm, " Signal Process., vol. 83, no. 9, pp. 2021-2035, Sep. 2003.
5. J. Piskorowski, "Digital Q-varying notch IIR filter with transient suppression, " IEEE Trans. Instrum. Meas., vol. 59, no. 4, pp. 866-872, Apr. 2010.
6. W. S. Lu, "Design of stable IIR digital filters with equiripple passbands and peak-constrained least squares stopbands, " IEEE Trans. Circuits Syst. II: Analog Digit. Signal Process., vol. 46, no. 11, pp. 1421-1426, Nov. 1999.
7. J. Luukko and K. Rauma, "Open-loop adaptive filter for power electronics applications, " IEEE Trans. Ind. Electron., vol. 55, no. 2, pp. 910-917, Feb. 2008. (Pubitemid 351344263)
8. M. B. Yeary and N. C. Griswold, "Adaptive IIR filter design for singlesensor applications, " IEEE Trans. Instrum. Meas., vol. 51, no. 2, pp. 259-267, Apr. 2002. (Pubitemid 34692502)
9. R. Thamvichai, T. Bose, and R. L. Haupt, "Design of 2-D multiplierless IIR filters using the genetic algorithm, " IEEE Trans. Circuits Syst. I: Fundam. Theory Appl., vol. 49, no. 6, pp. 878-882, Jun. 2002. (Pubitemid 34789863)
10. P. Hao, W. Zanji, and C. Jianye, "A measuring method of the single-phase AC frequency, phase, and reactive power based on the Hilbert filtering, " IEEE Trans. Instrum. Meas., vol. 56, no. 3, pp. 918-923, Jun. 2007. (Pubitemid 46784561)
11. C. C. Tseng, "Minimax design of stable IIR digital filter with prescribed magnitude and phase responses, " IEEE Trans. Circuits Syst. I: Fundam. Theory Appl., vol. 49, no. 4, pp. 547-551, Apr. 2002.
12. K. Uesaka and M. Kawamata, "Evolutionary synthesis of digital filter structures using genetic algorithm, " IEEE Trans. Circuits Syst. II: Analog Digit. Signal Process., vol. 50, no. 12, pp. 977-983, Dec. 2003.
13. D. Basic, V. S. Ramsden, and P. K. Muttik, "Harmonic filtering of highpower 12-pulse rectifier loads with a selective hybrid filter system, " IEEE Trans. Ind. Electron., vol. 48, no. 6, pp. 1118-1127, Dec. 2001. (Pubitemid 33149164)
14. J. Zhou, G. Li, and M. Sun, "A structural view of stability in adaptive IIR filters, " IEEE Trans. Signal Process., vol. 54, no. 12, pp. 4828-4835, Dec. 2006. (Pubitemid 46405624)
15. D. A. Coley, An Introduction to Genetic Algorithms for Scientists and Engineers. Singapore: World Scientific, 2001.
16. G. Paravati, A. Sanna, B. Pralio, and F. Lamberti, "A genetic algorithm for target tracking in FLIR video sequences using intensity variation function, " IEEE Trans. Instrum. Meas., vol. 58, no. 10, pp. 3442-3449, Oct. 2009.
17. R. L. Haupt and S. E. Haupt, Practical Genetic Algorithms. Hoboken, NJ: Wiley, 1998.
18. H. F. Leung, H. K. Lam, and S. H. Ling, "Tuning of the structure and parameters of a neural network using an improved genetic algorithm, " IEEE Trans. Neural Netw., vol. 14, no. 1, pp. 79-88, Jan. 2003.
19. D. J. Krusienski and W. K. Jenkins, "Design and performance of adaptive systems based on structured stochastic optimization strategies, " IEEE Circuits Syst. Mag., vol. 5, no. 1, pp. 8-20, First Quarter 2005. (Pubitemid 40421795)
20. P. D. Karamalis, A. G. Kanatas, and P. Constantinou, "A genetic algorithm applied for optimization of antenna arrays used in mobile radio channel characterization devices, " IEEE Trans. Instrum. Meas., vol. 58, no. 8, pp. 2475-2487, Aug. 2009.
21. F. J. Lin, P. K. Huang, and W. D. Chou, "Recurrent-fuzzy-neural- networkcontrolled linear induction motor servo drive using genetic algorithms, " IEEE Trans. Ind. Electron., vol. 54, no. 3, pp. 1449-1461, Jun. 2007.
22. K. Price, "An introduction to differential evolution, " in New Ideas in Optimization, D. Corne, M. Dorigo, and F. Glover, Eds. New York: McGraw-Hill, 1999.
23. Z. Fan, J. Liu, T. Sorensen, and P. Wang, "Improved differential evolution based on stochastic ranking for robust layout synthesis of MEMS components, " IEEE Trans. Ind. Electron., vol. 56, no. 4, pp. 937-948, Apr. 2009.
24. R. Storn and K. Price, "Differential evolution-A simple and efficient heurist for global optimization over continuous spaces, " J. Glob. Optim., vol. 11, no. 4, pp. 341-359, Nov. 1997. (Pubitemid 127502202)
25. A. K. Qin, V. L. Huang, and P. N. Suganthan, "Differential evolution algorithm with strategy adaptation for global numerical optimization, " IEEE Trans. Evol. Comput., vol. 13, no. 2, pp. 398-417, Apr. 2009.
26. S. T. Pan, B. Y. Tsai, and C. S. Yang, "Differential evolution algorithm on robust IIR filter design and implementation, " in Proc. Int. Conf. Intell. Syst. Des. Appl., Taipei, Taiwan, Nov. 26-28, 2008, pp. 537-542.
27. F. H. Hsiao, S. T. Pan, and C. C. Teng, "D-stability bound analysis for discrete multiparameter singularly perturbed systems, " IEEE Trans. Circuits Syst. I: Fundam. Theory Appl., vol. 44, no. 4, pp. 347-351, Apr. 1997.
28. S. T. Pan, "Design of robust D-stable IIR filters using genetic algorithms with embedded stability criterion, " IEEE Trans. Signal Process., vol. 57, no. 8, pp. 3008-3016, Aug. 2009.
29. S. H. Lee and T. T. Lee, "Optimal pole assignment for a discrete linear regulator with constant disturbances, " Int. J. Control, vol. 45, no. 1, pp. 161-168, Jan. 1987.
30. W. D. John, Applied Complex Variables. New York: Macmillan, 1967.
31. R. C. Eberhart and J. Kennedy, "A new optimizer using particle swarm theory, " in Proc. 6th Int. Symp. Micro Mach. Human Sci., Nagoya, Japan, 1995, pp. 39-43.
32. J. Kennedy and R. C. Eberhart, "Particle swarm optimization, " in Proc. IEEE Int. Conf. Neural Netw., Piscataway, NJ, 1995, pp. IV:G1942-IV:G1948.