An Application of Receding Horizon Control to Estimation with Quantized Coefficients

Proceedings of the American Control Conference

Volumn 3, Issue , 2003, Pages 2703-2707

  Goodwin, Graham C ^a   Quevedo, Daniel E ^a   De Doná, José A ^a  

^a UNIVERSITY OF NEWCASTLE   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTATIONAL COMPLEXITY; KALMAN FILTERING; SIGNAL PROCESSING;

QUANTIZATION PROBLEM;

FIR FILTERS;

EID: 0142215256     PISSN: 07431619     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (22)

1. G. C. Goodwin and K. S. Sin, Adaptive Filtering Prediction and Control. Englewood Cliffs, NJ: Prentice-Hall, 1984.
2. B. D. O. Anderson and J. Moore, Optimal filtering. Englewood Cliffs, N.J.: Prentice Hall, 1979.
3. C. V. Rao, J. B. Rawlings and D. Q. Mayne, "Constrained state estimation for nonlinear discrete-time systems- stability and moving horizon approximations," IEEE Transactions on Automatic Control, vol. 48, pp. 246-258, 2003.
4. A. Alessandri, M. Baglieto, T. Parisini and R. Zoppoli "A neural state estimator with bounded errors for nonlinear systems," IEEE Transactions on Automatic Control, vol. 44, pp. 2028-2042, 1999.
5. G. Evangelista, "Least mean squared error-design of complex FIR filters with quantized coefficients," IEEE Transactions on Circuits and Systems II, vol. 48, no. 8, pp. 778-784, 2001.
6. J. M. A. Tanskanen and S. J. Ovaska, "Coefficient sensitivity of polynomial-predictive FIR differentiators: design for short word length," in Proceedings of the 42nd Midwest Symposium on Circuits and Systems, 2000, pp. 520-523, 2000.
7. J.-J. Shyu and Y.-C. Lin, "A new approach to the design of discrete coefficient FIR digital filters," IEEE Transactions on Signal Processing, vol. 43, no. 1, pp. 310-314, 1995.
8. G. Evangelista, "Design of optimum high-order finite-wordlength digital FIR filters with linear phase," Signal Processing, vol. 82, no. 2, pp. 187-194, 2002.
9. N. Benvenuto, M. Marchesi, and A. Uncini, "Applications of simulated annealing for the design of special digital filters," IEEE Transactions on Signal Processing, vol. 40, no. 2, pp. 323-332, 1992.
10. Q. F. Zhao and Y. Tadokoro, "A simple design of FIR filters with power-of-two coefficients," IEEE Transactions on Circuits and Systems, vol. 35, no. 5, pp. 566-570, 1988.
11. B. Jaumard, M. Minoux, and P. Siohan, "Finite precision design of FIR digital filters using a convexity property," IEEE Transactions on Acoustics, Speech and Signal Processing, vol. 36, no. 3, pp. 407-411, 1988.
12. G. C. Goodwin, "Inverse problems with constraints," in 15th IFAC World Congress, Barcelona, Spain, 2002.
13. D. E. Quevedo, J. A. De Doná, and G. C. Goodwin, "Receding horizon linear quadratic control with finite input constraint sets," in 15th IFAC World Congress, Barcelona, Spain, 2002.
14. D. E. Quevedo, G. C. Goodwin and J. A. De Doná, "Finite constraint set receding horizon quadratic control," International Journal of Robust and Nonlinear Control, vol. 13, 2003.
15. D. Q. Mayne, J. B. Rawlings, C. V. Rao, and P. O. M. Scokaert, "Constrained model predictive control: Optimality and stability," Automatica, vol. 36, no. 6, pp. 789-814, 2000.
16. J. M. Maciejowski, Predictive Control with Constraints. Prentice Hall, 2002.
17. A. Gersho and R. M. Gray, Vector Quantization and Signal Compression. Kluwer Academic, 1992.
18. C. L. Chen and A. N. Willson, "A trellis search algorithm for the design of FIR filters with signed-powers-of-two coefficients," IEEE Transactions on Circuits and Systems II, vol. 46, no. 1, pp. 29-39, 1999.
19. H. Samueli, "An improved search algorithm for the design of multiplierless FIR filters with powers-of-two coefficients," IEEE Transactions on Circuits and Systems, vol. 36, no. 7, pp. 1044-1047, 1989.
20. W.-Y. Yan and K. L. Teo, "Optimal finite-precision approximation of FIR filters," Signal Processing, to be published, 2002.
21. D. Li, Y. C. Lim, Y. Lian, and J. Song, "A polynomial-time algorithm for designing FIR filters with power-of-two coefficients," IEEE Transactions on Signal Processing, vol. 50, no. 8, pp. 1935-1941, 2002.
22. S. Traferro, F. Capparelli, F. Piazza, and A. Uncini, "Efficient allocation of power of two terms in FIR digital filter design using tabu search," in Proceedings of the 1999 IEEE International Symposium on Circuits and Systems, pp. 411-414, 1999.