4.7 Article

Adaptive Door Opening Control Algorithm of Bio-Inspired Mobile Manipulator Based on Synchronous Sensing

出版社

FRONTIERS MEDIA SA
DOI: 10.3389/fbioe.2021.821981

关键词

prediction model; bio-inspired mobile manipulator; synchronous sensing; adaptive door opening control; sliding mode control

资金

  1. New Engineering Pilot Project [szxy2018xgk05]
  2. Key Disciplines of Computer Science and Technology [2019xjzdxk1]
  3. Teaching Research Project [2018jyxm0960]
  4. Collaborative Innovation Center-Cloud Computing Industry [4199106]
  5. Research Platform Project of Suzhou University [2019ykf30]

向作者/读者索取更多资源

A bio-inspired mobile manipulator adaptive door opening strategy based on a synchronous sensing system is proposed in this paper. It realizes target detection, tracking, and control of nonlinear systems. Experimental and simulation results demonstrate the effectiveness and feasibility of the proposed method.
At present, the research of robot door opening method is basically realized by identifying the door handle through the synchronous sensing system on the premise that the bio-inspired mobile manipulator is located in front of the door. An adaptive door opening strategy of a bio-inspired mobile manipulator based on a synchronous sensing system is proposed. Firstly, the random delay distribution in clock synchronization technology is analyzed in detail, and its distribution is verified on the experimental platform of adjacent nodes. Based on the Gaussian distribution of random delay, the relative frequency offset and relative phase offset of adjacent nodes are calculated. The clock synchronization of network cable sensor nodes is realized. Secondly, based on the information data of synchronous sensing system, this article realizes target detection and tracking based on depth network. In addition, based on the sliding mode control theory, the dynamic model of the nonholonomic bio-inspired mobile manipulator is applied. Finally, a robust adaptive sliding mode control method for nonlinear systems with input gain uncertainty and unmatched uncertainty is proposed by combining adaptive backstepping with sliding mode control. By adding sliding mode control in the last step of adaptive backstepping, the uncertainty of the system is compensated, and the system trajectory is maintained on the specified sliding mode manifold. The tracking control and stability control of the nonholonomic bio-inspired mobile manipulator are simulated. The experimental and simulation results show that the control method proposed in this article is effective and feasible.

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