Title :
Optimal mixed H2/H∞ control based on initiative Markovian packet dropout
Author :
Wang Qing ; Wang Zhaolei ; Dong Chaoyang
Author_Institution :
Sch. of Autom. Sci. & Electr. Eng., Beijing Univ. of Aeronaut. & Astronaut., Beijing, China
Abstract :
Considering the network resource constraints, the networked control systems with periodic packet dropouts are treated as a varying sampling rate system. Refer to the non-periodic packet dropout that could be described as a Markov process, the varying sampling rate networked control system could be modeled as a discrete-time Markov jump linear system. A relation between the system´s H2 performance and the Markov chain´s transition matrix is established, and an algorithm is proposed to address an optimization problem whose solution yields the transition matrix that optimizes closed loop H2 performance for fixed average dropout rates. Meanwhile according to the transition matrix, an optimal mixed H2/H∞ controller has been designed. Finally, a simulation of a networked flight control system is given to validate the effectiveness of the proposed method.
Keywords :
H∞ control; Markov processes; aerospace control; closed loop systems; control system synthesis; discrete time systems; distributed parameter systems; linear systems; matrix algebra; networked control systems; optimisation; periodic control; sampling methods; stochastic systems; Markov chain transition matrix; Markov process; closed loop H2 performance; discrete-time Markov jump linear system; fixed average dropout rates; initiative Markovian packet dropout; network resource constraints; networked flight control system; nonperiodic packet dropout; optimal mixed H∞ controller design; optimal mixed H2 controller design; optimization problem; periodic packet dropouts; varying sampling rate system; Automation; Chaos; Educational institutions; Electronic mail; Markov processes; Networked control systems; Nickel; Markovian jump systems; Markovian packet dropout; Networked control system; Optimal mixed H2/H∞ control;
Conference_Titel :
Control Conference (CCC), 2013 32nd Chinese
Conference_Location :
Xi´an