Abstract
This chapter provides a unified introductory account of the estimation of the parameters of continuous-time systems using data compression based on a number of previous publications [17, 18, 28, 30–32].
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References
K.J. Åström, P. Hagander, and J. Sternby. Zeros of sampled systems. Automatica, 20:31–38, 1984.
K.J. Åström and T. Hagglund. Automatic tuning of simple regulators with specifications on phase and amplitude margins. Automatica, 20:645–651, 1984.
C.H. An, C.G. Atkeson, and J.M. Hollerbach. Model-based Control of Robot Manipulators. The MIT Press, Cambridge, MA, USA, 1988.
R.R. Bitmead and B.D.O. Anderson. Adaptive frequency sampling filters. IEEE Transactions on Circuits and Systems, 28:524–533, 1981.
C. Canudas de Wit. Adaptive Control for Partially Known Systems. Elsevier, Amsterdam, 1988.
D.W. Clarke. Generalized least squares estimation of parameters of a dynamic model. First IFAC Symposium on Identification and Automatic Control Systems, Prague, 1967.
S. Dasgupta, B.D.O. Anderson, and R.J. Kaye. Output error identification methods for partially known systems. International Journal of Control, 43(1):177–191, 1986.
J.W. Eaton. GNU Octave Manual. Network Theory Limited, 2002.
R. Fletcher. Practical Methods of Optimization. 2nd edition, Wiley, Chichester, 1987.
P.J. Gawthrop. Physical model-based control: A bond graph approach. Journal of the Franklin Institute, 332B(3):285–305, 1995.
P.J. Gawthrop, J. Ježek, R.W. Jones, and I. Sroka. Grey-box model identification. Control-Theory and Advanced Technology, 9(1):139–157, 1993.
P.J. Gawthrop, R.W. Jones, and S.A. MacKenzie. Identification of partially-known systems. Automatica, 28(4):831–836, 1992.
P.J. Gawthrop and L.P.S. Smith. Metamodelling: Bond Graphs and Dynamic Systems. Prentice Hall, Hemel Hempstead, Herts, England., 1996.
P.J. Gawthrop. Sensitivity bond graphs. Journal of the Franklin Institute, 337(7):907–922, November 2000.
P.J. Gawthrop and E. Ronco. Estimation and control of mechatronic systems using sensitivity bond graphs. Control Engineering Practice, 8(11):1237–1248, November 2000.
P.J. Gawthrop and G.P. Bevan. Bond-graph modeling: A tutorial introduction for control engineers. IEEE Control Systems Magazine, 27(2):24–45, April 2007.
P.J. Gawthrop and L. Wang. Transfer function and frequency response estimation using resonant filters. Proceedings of the Institution of Mechanical Engineers Pt. I: Journal of Systems and Control Engineering, 216(I6):441–453, 2002.
P.J. Gawthrop and L. Wang. Data compression for estimation of the physical parameters of stable and unstable linear systems. Automatica, 41(8):1313–1321, August 2005.
P.J. Gawthrop and L. Wang. Estimation of bounded physical parameters. 14th IFAC Symposium on System Identification, Newcastle, Australia, March 2006.
D.C. Karnopp, D.L. Margolis, and R.C. Rosenberg. System Dynamics: A Unified Approach. John Wiley, New-York, USA, 1990.
C.T. Kelley. Iterative Methods for Optimization. Frontiers in Applied Mathematics. SIAM, Philadelphia, USA, 1999.
I.D. Loram and M. Lakie. Direct measurement of human ankle stiffness during quiet standing: the intrinsic mechanical stiffness is insufficient for stability. Journal of Physiology, 545(3):1041–1053, 2002.
I.D. Loram and M. Lakie. Human balancing of an inverted pendulum: position control by small, ballistic-like, throw and catch movements. Journal of Physiology, 540(3):1111–1124, 2002.
D.G. Luenberger. Linear and Nonlinear Programming. 2nd edition, Addison-Wesley Publishing Company, Reading, USA, 1984.
N. Munro (ed). Symbolic Methods in Control Systems Analysis and Design. Number 56 in Control Engineering Series. IEE, Stevenage, UK, 1999.
B. Ninness and A. Wills. An identification toolbox for profiling novel techniques. 14th IFAC Symposium on System Identification, Newcastle, Australia, March 2006.
T. Söderström. Convergence properties of the generalized least squares method. Automatica, 10:617–626, 1974.
L. Wang and W.R. Cluett. Frequency sampling filters: an improved model structure for step-response identification. Automatica, 33(5):939–944, 1997.
L. Wang, M. Desarmo, and W.R. Cluett. Real-time estimation of process frequency response and step response from relay feedback experiments. Automatica, 35:1427–1436, 1999.
L. Wang and W.R. Cluett. From Plant Data to Process Control. Taylor and Francis, London and New York, 2000.
L. Wang, P.J. Gawthrop, C. Chessari, T. Podsiadly, and A. Giles. Indirect approach to continuous-time system identification of food extruder. Journal of Process Control, 14(6):603–615, September 2004.
L. Wang and P.J. Gawthrop. On the estimation of continuous-time transfer functions. International Journal of Control, 74(9):889–904, June 2001.
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Wang, L., Gawthrop, P.J. (2008). Estimation of the Parameters of Continuous-time Systems Using Data Compression. In: Garnier, H., Wang, L. (eds) Identification of Continuous-time Models from Sampled Data. Advances in Industrial Control. Springer, London. https://doi.org/10.1007/978-1-84800-161-9_7
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DOI: https://doi.org/10.1007/978-1-84800-161-9_7
Publisher Name: Springer, London
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