AgiPIX: 屋内空中点検におけるシミュレーションと実世界の橋渡し
AgiPIX: Bridging Simulation and Reality in Indoor Aerial Inspection
屋内の重要設備点検のための自律飛行を実現する、シミュレーションと実機で再現可能なオープンソースのハードウェア・ソフトウェアプラットフォームを提案した。
詳しい要約
1. どんなもの？
2. 先行研究と比べてどこがすごい？
3. 技術・手法の肝は？
4. どうやって有効だと検証した？
5. 議論はある？
6. 次に読むべき論文は？
※ AIが要旨から生成した要約です。正確性は原文をご確認ください。
著者: Sasanka Kuruppu Arachchige, Juan Jose Garcia, Changda Tian, Lauri Suomela, Panos Trahanias, Adriana Tapus, Joni-Kristian Kämäräinen
分類: cs.RO
原文アブストラクト
Autonomous indoor flight for critical asset inspection presents fundamental challenges in perception, planning, control, and learning. Despite rapid progress, there is still a lack of a compact, active-sensing, open-source platform that is reproducible across simulation and real-world operation. To address this gap, we present Agipix, a co-designed open hardware and software platform for indoor aerial autonomy and critical asset inspection. Agipix features a compact, hardware-synchronized active-sensing platform with onboard GPU-accelerated compute that is capable of agile flight; a containerized ROS~2-based modular autonomy stack; and a photorealistic digital twin of the hardware platform together with a reliable UI. These elements enable rapid iteration via zero-shot transfer of containerized autonomy components between simulation and real flights. We demonstrate trajectory tracking and exploration performance using onboard sensing in industrial indoor environments. All hardware designs, simulation assets, and containerized software are released openly together with documentation.
