4.7 Article

Robust H2 Control of Linear Systems With Mismatched Quantization

Journal

IEEE TRANSACTIONS ON AUTOMATIC CONTROL
Volume 64, Issue 4, Pages 1702-1709

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TAC.2018.2856899

Keywords

Linear matrix inequalities (LMIs); mismatched quantization; robust control

Funding

  1. National Natural Science Foundation of China [61773200, 61403189]
  2. Jiangsu Province [2015XXRJ-011]
  3. Doctoral Foundation of Ministry of Education of China [20133221120012]
  4. Natural Science Foundation of Jiangsu Province of China [BK20130949]
  5. National Research Foundation of Korea - Ministry of Science, ICT, and Future Planning [NRF-2017R1A1A1A05001325]
  6. Brain Korea 21 Plus Project in 2018
  7. National Research Foundation of Korea [21A20131612106] Funding Source: Korea Institute of Science & Technology Information (KISTI), National Science & Technology Information Service (NTIS)

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This paper is concerned with the H-2, control of linear systems with multiple quantization channels. The quantization parameters of each channel are not required to be identical. The resultant mismatches are represented by polytopic uncertainties. A composite controller composed of linear and nonlinear parts is designed to meet the required H-2 performance and offset the quantization error. Resorting to a vertex separation technique and Finsler lemma instead of matrix inverse operations, new synthesis conditions for the desired linear part are derived in terms of linear matrix inequalities, which are further extended to treat systems with norm-bounded uncertainties. A comparison of conservativeness between the proposed methods and the existing ones is demonstrated by two numerical examples.

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