Underwater cave search and entry using a robotic fish with embedded vision
Chen, Shi-Feng; Yu, Jun-Zhi
2014
会议名称Proceedings of the 33rd Chinese Control Conference, CCC 2014
会议录名称Proceedings of the 33rd Chinese Control Conference, CCC 2014
会议日期July 28, 2014 - July 30, 2014
会议地点Nanjing, China
摘要Underwater cave exploration has always been a tough problem for autonomous underwater vehicles. As a primary step towards this problem, we explore the underwater cave search and entry with a free-swimming robotic fish characterized by flexible control and embedded vision. In particular, we use a colored ring instead of the cave and acquire its contour by its binary image. Then we propose an algorithm combining the Meanshift algorithm with the bump characteristic of the ring contour to eliminate the mirror image effects and background interference. Eventually a bio-inspired Central Pattern Generator control method is adopted to smoothly drive the robotic fish to swim towards the ring. All proposed algorithms are implemented in real time with a hybrid control system consisting of two embedded microprocessors (TI DM3730 and STMicroelectronics STM32F407). Preliminary aquatic experiments demonstrate that a fairly good exploration effect is resulted and the interference caused by mirror image effect and background is largely eliminated. The proposed robotic fish-based scheme offers an alternative to cave exploration in complex aquatic environments.
关键词Biomimetic Robotic Fish Underwater Vision Detection
文献类型会议论文
条目标识符http://ir.ia.ac.cn/handle/173211/13045
专题复杂系统管理与控制国家重点实验室_先进机器人
通讯作者Chen, Shi-Feng
推荐引用方式
GB/T 7714
Chen, Shi-Feng,Yu, Jun-Zhi. Underwater cave search and entry using a robotic fish with embedded vision[C],2014.
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