具有多模式三维感知的新一代移动机器人

Parijat Deshpande, V. R. Reddy, Arindam Saha, Karthikeyan Vaiapury, K. Dewangan, R. Dasgupta
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引用次数: 13

摘要

机器人平台正变得越来越重要,在需要替代人类的任务中,它们的效用和成本是完全合理的。在本文中,我们介绍了我们正在开发的一种多传感器机器人平台,用于在危险情况下的室内环境中部署。这种便携式机器人的主要目标将是执行监视任务,并为人类提供对其周围环境的感知,以确定不确定的环境。因此,机器人平台需要配备各种传感器来创建其周围环境的3D视觉地图。然而,考虑到任务的紧凑尺寸和危险性质,昂贵的激光雷达设备可能并不总是合适的。我们建议开发一个集成平台,包括低成本光学相机,通过麦克风进行声学定位,并探索低成本的替代方案,尽管功能有限,超声波声学成像阵列,并通过热成像数据增强这些3D地图。这种系统的目标是通过主动超声成像,即使在黑暗和烟雾环境中也能表现良好。决策支持系统将使机器人具备根据场景优先考虑适当传感器的能力。与市场上现有的系统相比,各种本体感觉和外感觉传感器的选择是基于它们明显更低的价格标签。该机器人平台将作为执行各种复杂任务的试验台,例如发现遮挡物体,改善黑暗和烟雾环境中的感知以及热源检测。
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A next generation mobile robot with multi-mode sense of 3D perception
Robotic platforms are becoming increasingly important and have their utility and cost completely justified during missions which require substituting humans. In this paper, we present our ongoing work in developing a multi-sensor robotic platform intended for deploying in an indoor environment in hazardous situations. The prime objective of such portable robots will be to conduct surveillance missions and provide a perception of its surroundings to the human-in-loop to ascertain the uncertain environment. Therefore, the robotic platform needs to be equipped with various sensors to create 3D visual maps of its surroundings. However, given the compact size and hazardous nature of the missions expensive LIDAR equipment may not be always suitable. We propose developing an integrated platform comprising of low cost optical cameras, acoustic localization via microphones and low cost alternatives are explored albeit with limited functionality and ultrasonic acoustic imaging arrays and augmenting these 3D maps with thermal imagery data. The aim of such a system will be to perform well even in dark and smoky environments via active ultrasonic imaging. A decision support system will equip the robot with the ability to prioritize appropriate sensors depending on the scenario. The choice of various proprioceptive and exteroceptive sensors are based on their significantly lower price tag as compared to the systems available in the market. This robotic platform will serve as a test-bed for performing various complex tasks such as discovering occluded objects, improved perception in dark and smoky environments as well as thermal source detection.
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