Skip to main content

Riccati Difference and Differential Equations: Convergence, Monotonicity and Stability

  • Chapter
The Riccati Equation

Part of the book series: Communications and Control Engineering Series ((CCE))

Abstract

The main theme of this Chapter will be the connections between various Riccati equations and the closed loop stability of control schemes based on Linear Quadratic (LQ) optimal methods for control and estimation. Our presentation will encompass methods applicable both for discrete time and continuous time, and so we discuss concurrently the difference equations (discrete time) and the differential equations (continuous time) — the intellectual machinery necessary for the one suffices for the other and so it makes sense to dispense with both cases in one fell swoop.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 89.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 119.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 169.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. B.D.O. Anderson and J.B. Moore, Linear Optimal Control, Prentice-Hall, Englewood Cliffs NJ, USA, 1971.

    MATH  Google Scholar 

  2. B.D.O. Anderson and J.B. Moore, Optimal Filtering, Prentice-Hall, Englewood Cliffs NJ, USA, 1979.

    MATH  Google Scholar 

  3. B.D.O. Anderson and J.B. Moore, Optimal Control: Linear Quadratic Methods, Prentice-Hall, Englewood Cliffs NJ, USA, 1990.

    MATH  Google Scholar 

  4. H. Kwakemaak and R. Sivan, Linear Optimal Control Systems, Wiley Interscience, New York, USA, 1972.

    Google Scholar 

  5. K.J. Aström and B. Wittenmark, Computer Controlled Systems: Theory and Design, Prentice-Hall, Englewood Cliffs NJ, USA, 1984.

    Google Scholar 

  6. F.L. Lewis, Optimal Control, Wiley Interscience, New York, USA, 1986.

    MATH  Google Scholar 

  7. F.L. Lewis, Optimal Estimation, Wiley Interscience, New York, USA, 1986.

    MATH  Google Scholar 

  8. W.H. Kwon and A.E. Pearson, ‘On Feedback Stabilization of Time-varying Discrete Linear Systems,’ I.E.EM. Transactions on Automatic Control, vol. AC-23, pp. 479–481, 1978.

    Article  MathSciNet  Google Scholar 

  9. D.L. Kleinman, ‘Stabilizing a Discrete Constant Linear System, with Application to Iterative Methods for Solving the Riccati Equation,’ I.E.E.E. Transactions on Automatic Control, vol. AC-19, pp. 252–254, 1974.

    Article  MathSciNet  Google Scholar 

  10. Y.A. Thomas, ‘Linear Quadratic Optimal Estimation and Control with Receding Horizon,’ Electronics Letters, vol. 11, pp. 19–21, 1975.

    Article  Google Scholar 

  11. P.J. Gawthrop and H. Demircioğlu, ‘Continuous-time Generalized Predictive Control (CGPC)’, Proc. IFAC Symposium on Adaptive Systems in Control and Signal Processing, Glasgow UK, pp. 123–128, 1989.

    Google Scholar 

  12. C.E. de Souza, M. Gevers and G.C. Goodwin, ‘Riccati Equations in Optimal Filtering of Nonstabilizable Systems having Singular State Transition Matrices,’ I.E.E.E. Transactions on Automatic Control, vol. AC-31, pp. 831–838, 1986.

    Article  Google Scholar 

  13. B.D.O. Anderson, R.R. Bitmead, C.R. Johnson Jr, P.V. Kokotovic, R.L. Kosut, I.M.Y. Mareels, L. Praly and B.D.Riedle, Stability of Adaptive Systems: Passivity and Averaging Analysis, MIT Press, Cambridge MA, USA, 1986.

    Google Scholar 

  14. C.E. de Souza, ‘Monotonicity and Stabilizability results for the Solution of the Riccati Difference Equation,’ Proc. Workshop on the Riccati Equation in Control, Systems and Signals, S. Bittanti (ed.), Como, Italy, pp. 38–41, 1989.

    Google Scholar 

  15. T. Nishimura, ‘On the a priori Information in Sequential Estimation Problems,’ I.E.E.E. Transactions on Automatic Control, vol. AC-12, pp. 123–125, 1967.

    Article  Google Scholar 

  16. R.R. Bitmead, M. Gevers, I.R. Petersen and R.J. Kaye, ‘Monotonicity and Stabilizability Properties of Solutions of the Riccati Difference Equation: Propositions, Lemmas, Theorems, Fallacious Conjectures and Counterexamples,’ Systems and Control Letters, vol. 5, pp. 309–315, 1985.

    Article  MathSciNet  MATH  Google Scholar 

  17. M.A. Poubelle, R.R. Bitmead and M. Gevers, ‘Fake Algebraic Riccati Techniques and Stability,’ I.E.E.E. Transactions on Automatic Control, vol. AC-33, pp. 379–381, 1988.

    Article  Google Scholar 

  18. T. Kailath, ‘Some New Algorithms for Recursive Estimation in Constant Linear Systems,’ I.E.E.E. Transactions on Information Theory, vol. IT-21, pp. 750–760, 1975.

    Google Scholar 

  19. D.W. Clarke, C. Mohtadi and P.S. Tuffs, ‘Generalized Predictive Control: Parts i and ii,’ Automatica, vol. 23, pp. 137–160, 1987.

    Article  MATH  Google Scholar 

  20. R.R. Bitmead, M. Gevers and V. Wertz, Adaptive Optimal Control: the Thinking Man’s GPC, Prentice-Hall Australia, Sydney, 1990.

    MATH  Google Scholar 

  21. R.R. Bitmead, A.C. Tsoi and P.J. Parker, ‘A Kaiman Filtering Approach to Short Time Fourier Analysis,’ I.E.E.E. Transactions on Acoustics Speech and Signal Processing, vol. ASSP-34, pp. 1493–1501, 1986.

    Article  MATH  Google Scholar 

Download references

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 1991 Springer-Verlag Berlin Heidelberg

About this chapter

Cite this chapter

Bitmead, R.R., Gevers, M. (1991). Riccati Difference and Differential Equations: Convergence, Monotonicity and Stability. In: Bittanti, S., Laub, A.J., Willems, J.C. (eds) The Riccati Equation. Communications and Control Engineering Series. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-58223-3_10

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-58223-3_10

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-63508-3

  • Online ISBN: 978-3-642-58223-3

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics