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Direct Method of Constructing H 2-Suboptimal Controllers: Continuous-Time Systems

Author

Listed:
  • Z. Lin

    (University of Virginia)

  • A. Saberi

    (Washington State University)

  • P. Sannuti

    (The State University of New Jersey)

  • Y. A. Shamash

    (State University of New York at Stony Brook)

Abstract

An H 2-suboptimal control problem is defined and analyzed. Then, an algorithm called H 2-suboptimal state feedback gain sequence algorithm (Algorithm A1) is developed. Rather than utilizing a perturbation method, which is numerically stiff and computationally prohibitive, Algorithm A1 utilizes a direct eigenvalue assignment method to come up with a sequence of H 2-suboptimal state feedback gains. Also, although the sequence of H 2-suboptimal state feedback gains constructed by Algorithm A1 depends on a parameter ɛ, the construction procedure itself does not require explicitly the value of the parameter ɛ. Next, attention is focused on constructing a sequence of H 2-suboptimal observer-based measurement feedback controllers. Both full-order as well as reduced-order observer-based controllers are developed. For a given H 2-suboptimal state feedback gain, a sequence of observer gains for either a full-order or reduced-order observer can be constructed by merely dualizing Algorithm A1. The direct method of constructing H 2-suboptimal controllers developed here has a number of advantages over the perturbation method, e.g., it has the ability to design both full-order and reduced-order observer-based controllers while still maintaining throughout the design the computational simplicity of it.

Suggested Citation

  • Z. Lin & A. Saberi & P. Sannuti & Y. A. Shamash, 1998. "Direct Method of Constructing H 2-Suboptimal Controllers: Continuous-Time Systems," Journal of Optimization Theory and Applications, Springer, vol. 99(3), pages 585-616, December.
  • Handle: RePEc:spr:joptap:v:99:y:1998:i:3:d:10.1023_a:1021751016836
    DOI: 10.1023/A:1021751016836
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