自主搜救任务的昆虫-计算机混合系统

Hirotaka Sato, Tran-Ngoc Pt, Long Ld, Chong Bs, Nguyen Hd, Dung Vt, Feng Cao, Y. Li, K. Kai, Gan Jh, Vo-Doan Tt, Thien-Minh Nguyen
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引用次数: 16

摘要

由于功耗、运动计算量、避障系统等方面的障碍,人工微型机器人要真正用于灾区搜救任务,还有很长的路要走。将活体昆虫平台与单片机相结合的虫机混合系统作为一种替代方案应运而生。这项研究展示了有史以来第一个用于搜索和救援任务的昆虫-计算机混合系统,该系统能够在非结构化环境中自主导航和人类存在检测。利用昆虫固有的导航能力,定制化的导航控制算法实现了对复杂地形的探索和通过。利用定制的机器学习模型,实现了红外相机的机载高精度人体存在检测。低功耗表明系统适合一小时的操作,并有可能在实际任务中实现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Insect-Computer Hybrid System for Autonomous Search and Rescue Mission
There is still a long way to go before artificial mini robots are really used for search and rescue missions in disaster-hit areas due to hindrance in power consumption, computation load of the locomotion, and obstacle-avoidance system. Insect–computer hybrid system, which is the fusion of living insect platform and microcontroller, emerges as an alternative solution. This study demonstrates the first-ever insect–computer hybrid system conceived for search and rescue missions, which is capable of autonomous navigation and human presence detection in an unstructured environment. Customized navigation control algorithm utilizing the insect’s intrinsic navigation capability achieved exploration and negotiation of complex terrains. On-board high-accuracy human presence detection using infrared camera was achieved with a custom machine learning model. Low power consumption suggests system suitability for hour-long operations and its potential for realization in real-life missions.
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