モジュラーネットワーク型自己組織化マップを用いた水中ロボットの運動制御システム

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  • A Motion Control System for an AUV using modular network Self-Organizing Map

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Autonomous Underwater Vehicles(AUVs) are attractive tools for maintenance of underwater structures and oceanography. However, there are a lot of problems to be solved. We have been investigated the application of brain-inspired technolofies into AUVs. The motion of AUV is represented by complicated non-linear dynamics in six degrees of freedom with added-mass and hydrodynamic forces, and control systems should be adaptive and robust. In this paper, a new self-Organizing cotroller system for AUVs using modular network Self-Organizing Map(mnSOM) proposed by Tokunaga et al. is discussed. The efficiency of the system is investigated through the simulations.

第24回日本ロボット学会学術講演会,2006年9月14日,岡山大学,日本

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