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マニピュレーションarXiv:2404.03489

Stickbug:6本腕の精密受粉ロボットの設計

Design of Stickbug: a Six-Armed Precision Pollination Robot

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温室内で6本の腕を個別エージェントとして並列動作させ、毎分1.5回以上の受粉を50%の成功率で行う精密受粉ロボットStickbugを設計し、花の知覚データセットも公開した。

著者: Trevor Smith, Madhav Rijal, Christopher Tatsch, R. Michael Butts, Jared Beard, R. Tyler Cook, Andy Chu, Jason Gross, Yu Gu

分類: cs.RO

原文アブストラクト

This work presents the design of Stickbug, a six-armed, multi-agent, precision pollination robot that combines the accuracy of single-agent systems with swarm parallelization in greenhouses. Precision pollination robots have often been proposed to offset the effects of a decreasing population of natural pollinators, but they frequently lack the required parallelization and scalability. Stickbug achieves this by allowing each arm and drive base to act as an individual agent, significantly reducing planning complexity. Stickbug uses a compact holonomic Kiwi drive to navigate narrow greenhouse rows, a tall mast to support multiple manipulators and reach plant heights, a detection model and classifier to identify Bramble flowers, and a felt-tipped end-effector for contact-based pollination. Initial experimental validation demonstrates that Stickbug can attempt over 1.5 pollinations per minute with a 50% success rate. Additionally, a Bramble flower perception dataset was created and is publicly available alongside Stickbug's software and design files.

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