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Adaptive Tracking Control for Mobile Manipulators with Stochastic Disturbances 被引量:4

Adaptive Tracking Control for Mobile Manipulators with Stochastic Disturbances
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摘要 This paper investigates adaptive tracking control for mobile manipulators with stochastic disturbances and parametric uncertainties. Based on an appropriate reduced dynamic model and an adaptive law, a controller, which is provided by incorporating stochastic control theory with related adaptive technique, overcomes the problem of over-parametrization. It is shown that the designed state-feedback controllers can guarantee that the mean square of the tracking errors can be made arbitrarily small by choosing suitable design parameters. Simulation studies on the control of 2-DOF mobile manipulator shows the effectiveness of the proposed scheme. This paper investigates adaptive tracking control for mobile manipulators with stochastic disturbances and parametric uncertainties. Based on an appropriate reduced dynamic model and an adaptive law, a controller, which is provided by incorporating stochastic control theory with related adaptive technique, overcomes the problem of over-parametrization. It is shown that the designed state-feedback controllers can guarantee that the mean square of the tracking errors can be made arbitrarily small by choosing suitable design parameters. Simulation studies on the control of 2-DOF mobile manipulator shows the effectiveness of the proposed scheme.
出处 《Journal of Systems Science & Complexity》 SCIE EI CSCD 2019年第5期1393-1403,共11页 系统科学与复杂性学报(英文版)
基金 supported by the National Natural Science Foundation of China under Grant Nos.61603170,61573177,61773191 and 61673243 the Natural Science Foundation of Shandong Province for Outstanding Young Talents in Provincial Universities under Grant No.ZR2016JL025
关键词 HOLONOMIC and noholonomic CONSTRAINTS MOBILE MANIPULATORS STOCHASTIC disturbances TRACKING control Holonomic and noholonomic constraints mobile manipulators stochastic disturbances tracking control
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