Towards 3D Simulation for Disaster Intervention Robot Behaviour Assessment

IF 0.6 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC
Matteo Bertolino, T. Tanzi
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引用次数: 3

Abstract

Abstract. When a disaster strikes, response teams can nowadays rely on recent advances in technology. This approach improves the definition of a disaster management strategy. The use of autonomous systems during rescue operations allows, for example, to reach places that may be inaccessible or dangerous to human rescuers. In this context, both the design and the configuration of an autonomous system, including its embedded instruments (e.g. sensors), play a very important role in the overall outcome of the rescue mission. An incorrect configuration can lead to the acquisition of inaccurate or erroneous data and may result in incorrect information provided to rescuers. How can we ensure that the configuration of the autonomous systems is correct for a target mission? We propose to validate this configuration by testing the behaviour of the autonomous systems and their equipment in a virtual environment. To do this, system, sensors, space environment (geometry, etc.), prevailing conditions at the intervention site (weather, etc.) and mission scenario must be modelled in a 3D simulation system. The results of these simulations allow to apply in real time the modifications required to better adapt the configuration to the objectives of the mission. These simulations must be performed prior to the deployment of rescue teams to speed the development of a rescue management strategy. In this contribution, we propose a protocol to enhance an existing simulation environment to make it adapt to support disaster management. Then, we validate it through a case study in which we show the approach to correctly configure a LIDAR for a realistic mission. Such simulations allowed us to quantitatively configure the parameters of the LIDAR mounted on an existing disaster management rover, in order to keep the energy consumption limited while guaranteeing a correct functioning of the system. Resuming, the expected results are: (i) the assessment of the suitability of system for the mission, (ii) the choice of the quantitative features which characterize such equipment, (iii) the expectation of mission success and (iv) the probability which the system survives and completes the mission.
面向灾害干预机器人行为评估的三维仿真
摘要当灾难发生时,应急小组现在可以依靠最新的技术进步。这种方法改进了灾害管理战略的定义。例如,在救援行动中使用自主系统可以到达人类救援人员无法接近或危险的地方。在这种情况下,自主系统的设计和配置,包括其嵌入式仪器(如传感器),在救援任务的总体结果中发挥着非常重要的作用。不正确的配置可能导致获取不准确或错误的数据,并可能导致向救援人员提供不正确的信息。我们如何确保自主系统的配置对于目标任务是正确的?我们建议通过在虚拟环境中测试自主系统及其设备的行为来验证这种配置。为此,必须在三维模拟系统中对系统、传感器、空间环境(几何结构等)、干预地点的主要条件(天气等)和任务场景进行建模。这些模拟的结果允许实时应用所需的修改,以更好地使配置适应任务的目标。这些模拟必须在救援队部署之前进行,以加快救援管理策略的制定。在这篇文章中,我们提出了一个协议来增强现有的模拟环境,使其适应支持灾难管理。然后,我们通过案例研究对其进行了验证,在案例研究中,我们展示了为现实任务正确配置激光雷达的方法。这样的模拟使我们能够定量配置安装在现有灾害管理漫游车上的激光雷达的参数,以便在保证系统正确运行的同时保持有限的能源消耗。继续,预期结果是:(i)评估系统对任务的适用性,(ii)选择此类设备的定量特征,(iii)任务成功的预期,以及(iv)系统存活并完成任务的概率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Advances in Radio Science
Advances in Radio Science ENGINEERING, ELECTRICAL & ELECTRONIC-
CiteScore
0.90
自引率
0.00%
发文量
3
审稿时长
45 weeks
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