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Nonsmooth recursive identification of sandwich systems with backlash-like hysteresis
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نویسنده
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dong r. ,tan y. ,chen h. ,xie y.
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منبع
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journal of applied mathematics - 2012 - دوره : 2012 - شماره : 0
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چکیده
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A recursive gradient identification algorithm based on the bundle method for sandwich systems with backlash-like hysteresis is presented in this paper. in this method,a dynamic parameter estimation scheme based on a subgradient is developed to handle the nonsmooth problem caused by the backlash embedded in the system. the search direction of the algorithm is estimated based on the so-called bundle method. then,the convergence of the algorithm is discussed. after that,simulation results on a nonsmooth sandwich system are presented to validate the proposed estimation algorithm. finally,the application of the proposed method to an x-y moving positioning stage is illustrated. copyright © 2012 ruili dong et al.
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آدرس
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college of mechanical and electronic engineering,shanghai normal university, China, college of mechanical and electronic engineering,shanghai normal university, China, department of automation,southeast university, China, school of electronic engineering,xidian university, China
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Authors
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