Development of an Autonomous Fish-Inspired Robotic Platform for Aquaculture Inspection and Management

被引:1
|
作者
Manduca, Gianluca [1 ,2 ]
Padovani, Luca [3 ]
Carosio, Edoardo [1 ,2 ]
Graziani, Giorgio [4 ]
Stefanini, Cesare [1 ,2 ]
Romano, Donato [1 ,2 ]
机构
[1] Scuola Super Sant Anna, BioRobot Inst, Pisa, Italy
[2] Scuola Super Sant Anna, Dept Excellence Robot & AI, Pisa, Italy
[3] Sapienza Univ, Dept Mech & Aerosp Engn, CNR INM, Marine Technol Res Inst, Rome, Italy
[4] Sapienza Univ, Dept Mech & Aerosp Engn, Rome, Italy
关键词
fish robot; biorobotics; deep learning; precision techniques; computer vision; fluid dynamics; aquaculture;
D O I
10.1109/MetroAgriFor58484.2023.10424093
中图分类号
S2 [农业工程];
学科分类号
0828 ;
摘要
Aquaculture applications are increasingly utilizing precision techniques such as computer vision technologies to perform a variety of inspection tasks. This work presents the development of three activities essential for the creation of a biomimetic robotic platform with onboard intelligence and autonomous task execution capabilities. The proposed robot is inspired by carangiform movement and achieves various trajectories through a magnetic actuation system with a single motor for propulsion. Fluid dynamics studies can improve the performance of the proposed propulsion system, thus ensuring greater energy efficiency. Thanks to its modular and scalable structure, the platform can integrate different components such as a vision system. The investigated vision-based model shows promising results for deployment in marine environments and can be adapted to detect various marine species. This fish-inspired robot platform has potential applications in the sustainable inspection and management of aquaculture facilities.
引用
收藏
页码:188 / 193
页数:6
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