Electronics Optics & Control, Volume. 21, Issue 10, 80(2014)
H∞ Control of Polynomial Fuzzy Systems Based on SOS Optimization
The problem of H∞ state feedback controller design is investigated for polynomial fuzzy systems based on sum-of-squares (SOS) optimization.Firstly, an H∞ performance criteria of polynomial fuzzy systems was proposed by using Lyapunov approach and SOS decomposition.Then, the sufficient conditions for the existence of state feedback H∞ controller were derived in terms of SOS based on the proposed performance criteria.Furthermore, the optimal H∞ controller design problem was converted into a parameter optimization problem with SOS constraints.Both theoretical and numerical simulation demonstrated the effectiveness of the proposed design approach.
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MA Qing-liang, DENG Hui-xuan, LV Kang-wen, CHEN Yi-cheng, LI Hong-zeng. H∞ Control of Polynomial Fuzzy Systems Based on SOS Optimization[J]. Electronics Optics & Control, 2014, 21(10): 80
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Published Online: Oct. 23, 2014
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