A sensor review for human detection with robotic systems in regular and smoky environments

IF 2.3 4区 计算机科学 Q2 Computer Science
S. Gelfert
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引用次数: 0

Abstract

Search and rescue robots gained a significant attention in the past, as they assist firefighters during their rescue missions. The opportunity to move autonomously or remotely controlled with intelligent sensor technology, to detect victims in unknown fire smoke environments, introduces a growing technology in fire engineering. Since sensor systems are a component of mobile robots, there is a demand for intelligent robot vision, especially for human detection in fire smoke environments. In this article, an overview of sensor technologies and their algorithms for human detection in regular and smoky environments is presented. These sensor technologies are categorized into single sensor and multi-sensor systems. Novel sensor approaches are led by artificial intelligence, 3D mapping and multi-sensor fusion. The article provides a contribution for future research directions in algorithms and applications and supports decision-makers in fire engineering to get knowledge in trends, novel applications and challenges in this field of research.
在规则和烟雾环境中使用机器人系统进行人体检测的传感器综述
搜索和救援机器人在过去获得了极大的关注,因为它们在救援任务中协助消防员。利用智能传感器技术自主移动或远程控制,探测未知火灾烟雾环境中的受害者,为消防工程引入了一项不断发展的技术。由于传感器系统是移动机器人的一个组成部分,因此对智能机器人视觉的需求很大,特别是在火灾烟雾环境中对人体的检测。在本文中,概述了传感器技术及其算法在常规和烟雾环境中的人体检测。这些传感器技术分为单传感器和多传感器系统。人工智能、三维映射和多传感器融合引领了新型传感器的发展。本文为未来的算法和应用研究方向做出了贡献,并支持消防工程决策者了解该领域的研究趋势、新应用和挑战。
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来源期刊
CiteScore
6.50
自引率
0.00%
发文量
65
审稿时长
6 months
期刊介绍: International Journal of Advanced Robotic Systems (IJARS) is a JCR ranked, peer-reviewed open access journal covering the full spectrum of robotics research. The journal is addressed to both practicing professionals and researchers in the field of robotics and its specialty areas. IJARS features fourteen topic areas each headed by a Topic Editor-in-Chief, integrating all aspects of research in robotics under the journal''s domain.
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