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Information and control: Witsenhausen revisited

  • Part C Modeling, Identification And Estimation
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Learning, control and hybrid systems

Part of the book series: Lecture Notes in Control and Information Sciences ((LNCIS,volume 241))

Abstract

The role of information in the context of control is a deep issue. To get at this, we review Witsenhausen’s notions of information patterns for control problems. While staying in that basic framework, we then use ideas from traditional information theory as we re-examine Witsenhausen’s famous “counterexample”. In the process, we construct a family of nonlinear “quantizing” control laws that can perform infinitely better than the best linear policies.

This research supported by U.S. Army Grant PAAL03-92-G-0115, Center for Intelligent Control Systems.

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References

  1. Anant Sahai. Sending 1 signal over 2 channels. Unpublished Work, 1998.

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  2. Sekhar Tatikonda, Anant Sahai, and Sanjoy Mitter. LQG control under communication constraints. Submitted to the 1998 CDC.

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  3. H. S. Witsenhausen. A counterexample in stochastic optimum control. SIAM Journal of Control, 6(1):131–147, 1968.

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  4. H. S. Witsenhausen. Separation of estimation and control for discrete time systems. Proceedings of the IEEE, 59(11):1557–1566, 1971.

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Authors

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Yutaka Yamamoto PhD Shinji Hara PhD

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Dedicated to Bruce Francis and Mathukumalli Vidyasgar on the occasion of their fiftieth birthday.

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© 1999 Springer-Verlag London Limited

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Mitter, S., Sahai, A. (1999). Information and control: Witsenhausen revisited. In: Yamamoto, Y., Hara, S. (eds) Learning, control and hybrid systems. Lecture Notes in Control and Information Sciences, vol 241. Springer, London. https://doi.org/10.1007/BFb0109735

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  • DOI: https://doi.org/10.1007/BFb0109735

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  • Publisher Name: Springer, London

  • Print ISBN: 978-1-85233-076-7

  • Online ISBN: 978-1-84628-533-2

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