首页 > 最新文献

2022 IEEE International Symposium on Safety, Security, and Rescue Robotics (SSRR)最新文献

英文 中文
Autonomous Robotic Map Refinement for Targeted Resolution and Local Accuracy 目标分辨率和局部精度的自主机器人地图细化
Pub Date : 2022-11-08 DOI: 10.1109/SSRR56537.2022.10018686
W. Smith, Yongming Qin, T. Furukawa, G. Dissanayake
This paper presents a multistage approach to refining the map of an environment and satisfying the targeted resolution and local accuracy by an autonomous mobile robot. The proposed approach consists of two steps. Having a globally accurate coarse map of the environment developed using a conventional technique such as SLAM or SfM with bundle adjustment, the proposed first step plans a path for the robot to revisit the environment while maintaining a desired distance to all occupied regions of interest since the resolution and the local accuracy of the map typically depends on the distance from which objects in the environment are observed. An Unoccupancy Distance Map (UDM) and a reduced-order Travelling Salesman Problem (TSP) techniques are newly proposed to solve this class of problems. In the final step, an online path replanning and map refinement technique is proposed to achieve the targeted resolution and local accuracy of the map. Parametric studies have firstly validated the effectiveness of the proposed two steps. The autonomous capability of the proposed approach has then been demonstrated successfully in its use for a practical mission.
本文提出了一种多阶段的方法来细化环境地图,并满足自主移动机器人的目标分辨率和局部精度。建议的方法包括两个步骤。使用诸如SLAM或SfM等常规技术开发的环境全局精确粗略地图,提出的第一步计划了机器人重新访问环境的路径,同时保持与所有感兴趣的占用区域的期望距离,因为地图的分辨率和局部精度通常取决于观察环境中物体的距离。为了解决这类问题,提出了一种空位距离图(UDM)和一种降阶旅行商问题(TSP)技术。最后,提出了一种在线路径重新规划和地图细化技术,以实现地图的目标分辨率和局部精度。参数研究首先验证了所提出的两个步骤的有效性。所提出的方法的自主能力随后在实际任务中得到了成功的证明。
{"title":"Autonomous Robotic Map Refinement for Targeted Resolution and Local Accuracy","authors":"W. Smith, Yongming Qin, T. Furukawa, G. Dissanayake","doi":"10.1109/SSRR56537.2022.10018686","DOIUrl":"https://doi.org/10.1109/SSRR56537.2022.10018686","url":null,"abstract":"This paper presents a multistage approach to refining the map of an environment and satisfying the targeted resolution and local accuracy by an autonomous mobile robot. The proposed approach consists of two steps. Having a globally accurate coarse map of the environment developed using a conventional technique such as SLAM or SfM with bundle adjustment, the proposed first step plans a path for the robot to revisit the environment while maintaining a desired distance to all occupied regions of interest since the resolution and the local accuracy of the map typically depends on the distance from which objects in the environment are observed. An Unoccupancy Distance Map (UDM) and a reduced-order Travelling Salesman Problem (TSP) techniques are newly proposed to solve this class of problems. In the final step, an online path replanning and map refinement technique is proposed to achieve the targeted resolution and local accuracy of the map. Parametric studies have firstly validated the effectiveness of the proposed two steps. The autonomous capability of the proposed approach has then been demonstrated successfully in its use for a practical mission.","PeriodicalId":272862,"journal":{"name":"2022 IEEE International Symposium on Safety, Security, and Rescue Robotics (SSRR)","volume":"96 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115643398","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Unmanned Aerial Vehicle Usage and Affordability Among Mountain Search and Rescue Teams 无人驾驶飞机在山区搜救队中的使用和负担能力
Pub Date : 2022-11-08 DOI: 10.1109/SSRR56537.2022.10018638
Nathan L. Schomer, J. Adams
Mountain search and rescue in North America relies on limited funding and teams of volunteers to assist people in remote environments. The search and rescue process is often difficult and dangerous. Unmanned aerial vehicles can decrease rescuer workload and increase safety. However, commercially available products do not meet the unique needs of mountain search and rescue, resulting in slow adoption within this community. A survey of mountain rescue teams was conducted to collect financial and unmanned aerial vehicle use information, which will inform development to meet the financial and technology needs of mountain search and rescue.
北美的山地搜索和救援依靠有限的资金和志愿者团队来帮助偏远地区的人们。搜救过程往往是困难和危险的。无人机可以减少救援人员的工作量,提高安全性。然而,商业上可用的产品不能满足山区搜索和救援的独特需求,导致该社区采用缓慢。对山地救援队伍进行调查,收集财务和无人机使用信息,为发展提供信息,以满足山地搜救的财务和技术需求。
{"title":"Unmanned Aerial Vehicle Usage and Affordability Among Mountain Search and Rescue Teams","authors":"Nathan L. Schomer, J. Adams","doi":"10.1109/SSRR56537.2022.10018638","DOIUrl":"https://doi.org/10.1109/SSRR56537.2022.10018638","url":null,"abstract":"Mountain search and rescue in North America relies on limited funding and teams of volunteers to assist people in remote environments. The search and rescue process is often difficult and dangerous. Unmanned aerial vehicles can decrease rescuer workload and increase safety. However, commercially available products do not meet the unique needs of mountain search and rescue, resulting in slow adoption within this community. A survey of mountain rescue teams was conducted to collect financial and unmanned aerial vehicle use information, which will inform development to meet the financial and technology needs of mountain search and rescue.","PeriodicalId":272862,"journal":{"name":"2022 IEEE International Symposium on Safety, Security, and Rescue Robotics (SSRR)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124503128","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Usability Study of a Novel Triple-arm Mixed-Reality Robot Teleoperation System 新型三臂混合现实机器人遥操作系统的可用性研究
Pub Date : 2022-11-08 DOI: 10.1109/SSRR56537.2022.10018630
M. Sobhani, Alex Smith, M. Giuliani, A. Pipe
The usability of a novel triple-arm mixed-reality robot teleoperation system is investigated. The system is developed to provide a sense of remote presence for the operator. Different types of interfaces and camera setups have been proposed previously. Our novel approach is to have a moving stereo vision camera mounted on a robotic arm in the remote scene controlled with a virtual reality (VR) headset. By streaming live stereo video into the VR headset in a video see-through configuration the operator experiences a sense of remote presence. The teleoperation task is done using two more robotic arms. These arms are set up in a mirror teleoperation setting so that the remote (follower) arm copies the movements of the control (leader) arm. To investigate the effect of latency on the operator a within-subject usability study of the system with 20 participants has been conducted. Participants completed a pick-and-place task sorting objects into marked containers in two conditions. In one condition, the camera robot arm was controlled by a joint position controller with low latency but jittery robot motion. In the other condition, the camera robot was controlled by a joint velocity controller with higher latency but smooth motion. Participants completed the System Usability Scale questionnaire after each trial. The task completion time and participants' head movement were also recorded as objective measures. The study result did not show a significant difference in any of the objective or subjective measures, although, the position controller scored higher overall. This could be due to the number of participants or the ability of people to adapt to the latency in the system and further analysis in future work is required.
研究了一种新型三臂混合现实机器人遥操作系统的可用性。该系统旨在为操作人员提供远程存在感。之前已经提出了不同类型的接口和相机设置。我们的新方法是将移动的立体视觉摄像机安装在机器人手臂上,在远程场景中由虚拟现实(VR)耳机控制。通过将实时立体视频传输到VR头显中的视频透视配置,操作员可以体验到远程存在感。远程操作任务由另外两只机械臂完成。这些手臂设置在镜像远程操作设置中,以便远程(跟随)手臂复制控制(领导)手臂的运动。为了研究延迟对操作员的影响,我们对该系统进行了一项有20名参与者的主题内可用性研究。参与者在两种情况下完成了一项拾取和放置任务,将物品分类到有标记的容器中。在一种情况下,相机机器人手臂由关节位置控制器控制,具有低延迟但机器人运动的抖动。另一种情况下,采用关节速度控制器对相机机器人进行控制,该控制器具有较高的时延,但运动平稳。参与者在每次试验后完成系统可用性量表问卷。任务完成时间和参与者的头部运动也被记录为客观指标。尽管位置控制者的总体得分更高,但研究结果在任何客观或主观测量中都没有显示出显著差异。这可能是由于参与者的数量或人们适应系统延迟的能力,并且需要在未来的工作中进行进一步分析。
{"title":"Usability Study of a Novel Triple-arm Mixed-Reality Robot Teleoperation System","authors":"M. Sobhani, Alex Smith, M. Giuliani, A. Pipe","doi":"10.1109/SSRR56537.2022.10018630","DOIUrl":"https://doi.org/10.1109/SSRR56537.2022.10018630","url":null,"abstract":"The usability of a novel triple-arm mixed-reality robot teleoperation system is investigated. The system is developed to provide a sense of remote presence for the operator. Different types of interfaces and camera setups have been proposed previously. Our novel approach is to have a moving stereo vision camera mounted on a robotic arm in the remote scene controlled with a virtual reality (VR) headset. By streaming live stereo video into the VR headset in a video see-through configuration the operator experiences a sense of remote presence. The teleoperation task is done using two more robotic arms. These arms are set up in a mirror teleoperation setting so that the remote (follower) arm copies the movements of the control (leader) arm. To investigate the effect of latency on the operator a within-subject usability study of the system with 20 participants has been conducted. Participants completed a pick-and-place task sorting objects into marked containers in two conditions. In one condition, the camera robot arm was controlled by a joint position controller with low latency but jittery robot motion. In the other condition, the camera robot was controlled by a joint velocity controller with higher latency but smooth motion. Participants completed the System Usability Scale questionnaire after each trial. The task completion time and participants' head movement were also recorded as objective measures. The study result did not show a significant difference in any of the objective or subjective measures, although, the position controller scored higher overall. This could be due to the number of participants or the ability of people to adapt to the latency in the system and further analysis in future work is required.","PeriodicalId":272862,"journal":{"name":"2022 IEEE International Symposium on Safety, Security, and Rescue Robotics (SSRR)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128087784","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Detection of victims with UAVs during wide area Search and Rescue operations 在广域搜索和救援行动中使用无人机探测受害者
Pub Date : 2022-11-08 DOI: 10.1109/SSRR56537.2022.10018756
Friedrich Steinhäusler, Harris V. Georgiou
Finding victims after devastating earthquakes is a challenging task. In response to these challenges, a European-Japanese consortium initiated the EU Horizon-2020 project CURSOR (*). Its primary objective is to develop an innovative Search and Rescue (SAR) Kit that will be mobile, quick to deploy and easy to operate. An important component of the SAR Kit is the CURSOR Drone Fleet (CDF). This paper describes the advantages and the limitations of the CDF, consisting of Tethered Mothership Drone (MD), Ground Penetrating Radar Drone (GPRD), Advanced Situational Awareness Drone (ASAD), Transport Drone (TD) and Modelling Drones (MOD). More specifically, the inherent technical and logistical limitations of the CDF are analyzed in relation to the current state-of-the-art (SOTA) technology, such as: (1) drone take-off weight optimization, (2) impact of no-fly zones and electronic stray signals, and (3) meteorological conditions (ambient air temperature, wind speed, gustiness). CDF provides First Responders (FR) on scene with (a) continuous drone-based aerial surveillance up to 100 m above ground; (b) aerial photos, HD video and thermal images of the disaster area; (c) radar-based information on potential survivors buried under rubble; and (d) 3D model of the disaster area with low- or high resolution. The proposed CDF in the CURSOR Kit is demonstrated as a key component in improving operational effectiveness of field teams in future SAR missions.
在毁灭性地震后寻找受害者是一项具有挑战性的任务。为了应对这些挑战,一个欧洲-日本财团发起了欧盟地平线-2020项目CURSOR(*)。其主要目标是开发一种创新的搜索和救援(SAR)工具包,该工具包将是移动的,快速部署和易于操作。SAR套件的一个重要组成部分是CURSOR无人机舰队(CDF)。本文介绍了由系绳母舰无人机(MD)、探地雷达无人机(GPRD)、先进态势感知无人机(ASAD)、运输无人机(TD)和建模无人机(MOD)组成的CDF的优点和局限性。更具体地说,根据当前最先进的(SOTA)技术,分析了CDF固有的技术和后勤限制,例如:(1)无人机起飞重量优化,(2)禁飞区和电子杂散信号的影响,以及(3)气象条件(环境气温、风速、阵风)。CDF为现场的第一反应者(FR)提供(a)距离地面100米的持续无人机空中监视;(b)灾区航拍照片、高清视频和热像;(c)基于雷达的关于被埋在瓦砾下的潜在幸存者的信息;(d)低分辨率或高分辨率灾区三维模型。光标工具包中拟议的CDF被证明是未来搜救任务中提高实地小组行动效率的关键组成部分。
{"title":"Detection of victims with UAVs during wide area Search and Rescue operations","authors":"Friedrich Steinhäusler, Harris V. Georgiou","doi":"10.1109/SSRR56537.2022.10018756","DOIUrl":"https://doi.org/10.1109/SSRR56537.2022.10018756","url":null,"abstract":"Finding victims after devastating earthquakes is a challenging task. In response to these challenges, a European-Japanese consortium initiated the EU Horizon-2020 project CURSOR (*). Its primary objective is to develop an innovative Search and Rescue (SAR) Kit that will be mobile, quick to deploy and easy to operate. An important component of the SAR Kit is the CURSOR Drone Fleet (CDF). This paper describes the advantages and the limitations of the CDF, consisting of Tethered Mothership Drone (MD), Ground Penetrating Radar Drone (GPRD), Advanced Situational Awareness Drone (ASAD), Transport Drone (TD) and Modelling Drones (MOD). More specifically, the inherent technical and logistical limitations of the CDF are analyzed in relation to the current state-of-the-art (SOTA) technology, such as: (1) drone take-off weight optimization, (2) impact of no-fly zones and electronic stray signals, and (3) meteorological conditions (ambient air temperature, wind speed, gustiness). CDF provides First Responders (FR) on scene with (a) continuous drone-based aerial surveillance up to 100 m above ground; (b) aerial photos, HD video and thermal images of the disaster area; (c) radar-based information on potential survivors buried under rubble; and (d) 3D model of the disaster area with low- or high resolution. The proposed CDF in the CURSOR Kit is demonstrated as a key component in improving operational effectiveness of field teams in future SAR missions.","PeriodicalId":272862,"journal":{"name":"2022 IEEE International Symposium on Safety, Security, and Rescue Robotics (SSRR)","volume":"105 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133361864","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Towards a Semi-Autonomous Robot Platform for the Characterisation of Radiological Environments 面向半自主机器人平台的辐射环境表征
Pub Date : 2022-11-08 DOI: 10.1109/SSRR56537.2022.10018668
David De Schepper, Ivo Dekker, Mattias Simons, Lowie Brabants, W. Schroeyers, E. Demeester
During the last decades, the (partial) automation of tasks during the dismantling and decommissioning of potentially nuclear contaminated environments has become of emerging interest for e.g. homeland security, disaster response, continuous maintenance, and dismantling and decomissioning activities. Nowadays, the nuclear scene is mostly dominated by manual labour. Radiation protection officers have the task of characterising an environment, which is often unknown a priori, before any dismantling and decomissioning activity can take place. Besides the potential involved health risks, going from radiation disease to an increase in the risk of cancer, this important preliminary task is very time-consuming and prone to errors concerning the taken measurements, storage and post-processing of the recorded data. To minimise the disadvantages, this paper presents the design and development of a proof-of-concept semi-autonomous, ground-based mobile manipulator robot ARCHER (Autonomous Robot platform for CHaractERization) suited for radiological monitoring purposes. Besides the mechanical and electrical overview of the design of the mobile manipulator, this paper describes the software tools used to build and deploy the robot. In addition, this paper describes the results of several in-situ laboratory experiments where the mobile manipulator platform is asked to perform a radiological scanning task on a wall.
在过去的几十年里,潜在核污染环境的拆除和退役期间的任务(部分)自动化已经成为诸如国土安全,灾害响应,持续维护以及拆除和退役活动等新兴兴趣。如今,核能领域主要由体力劳动主导。辐射防护官员的任务是在进行任何拆除和拆除活动之前,描述一个通常是先验未知的环境的特征。除了可能涉及的健康风险,从辐射疾病到癌症风险的增加,这项重要的初步任务非常耗时,而且在测量、存储和记录数据的后处理方面容易出错。为了最大限度地减少缺点,本文介绍了一种适用于放射监测目的的半自主、地面移动机械臂机器人ARCHER(自主机器人表征平台)的概念验证设计和开发。除了对移动机械手的机械和电气设计进行概述外,本文还描述了用于构建和部署机器人的软件工具。此外,本文还描述了几个原位实验室实验的结果,其中移动机械手平台被要求在墙壁上执行放射扫描任务。
{"title":"Towards a Semi-Autonomous Robot Platform for the Characterisation of Radiological Environments","authors":"David De Schepper, Ivo Dekker, Mattias Simons, Lowie Brabants, W. Schroeyers, E. Demeester","doi":"10.1109/SSRR56537.2022.10018668","DOIUrl":"https://doi.org/10.1109/SSRR56537.2022.10018668","url":null,"abstract":"During the last decades, the (partial) automation of tasks during the dismantling and decommissioning of potentially nuclear contaminated environments has become of emerging interest for e.g. homeland security, disaster response, continuous maintenance, and dismantling and decomissioning activities. Nowadays, the nuclear scene is mostly dominated by manual labour. Radiation protection officers have the task of characterising an environment, which is often unknown a priori, before any dismantling and decomissioning activity can take place. Besides the potential involved health risks, going from radiation disease to an increase in the risk of cancer, this important preliminary task is very time-consuming and prone to errors concerning the taken measurements, storage and post-processing of the recorded data. To minimise the disadvantages, this paper presents the design and development of a proof-of-concept semi-autonomous, ground-based mobile manipulator robot ARCHER (Autonomous Robot platform for CHaractERization) suited for radiological monitoring purposes. Besides the mechanical and electrical overview of the design of the mobile manipulator, this paper describes the software tools used to build and deploy the robot. In addition, this paper describes the results of several in-situ laboratory experiments where the mobile manipulator platform is asked to perform a radiological scanning task on a wall.","PeriodicalId":272862,"journal":{"name":"2022 IEEE International Symposium on Safety, Security, and Rescue Robotics (SSRR)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123981850","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Localizing Complex Terrains through Adaptive Submodularity 基于自适应子模块的复杂地形定位
Pub Date : 2022-11-08 DOI: 10.1109/SSRR56537.2022.10018710
Hsuan-Chi Chang, K. Tseng
Quadrupedal robots are designed to walk over complex terrains (e.g., hills, rubble, deformable terrains, etc.) However, training quadruped robots to walk on complex terrains is a challenge. One difficulty is the problem caused by the sensors. Exteroceptive sensors such as cameras are cheap and convenient, but cameras are limited in some environments (e.g., sewers without lights). Training a legged robot using proprioceptive can avoid the aforementioned situation. This research proposes a method combining terrain curriculum and adaptive submodularity. The legged robot is able to adaptively select actions over complex terrains without exteroceptive sensors. Adaptive submodularity is utilized to predict the terrain and take sequential actions with theoretical guarantees. The experiments demonstrate the proposed approach has fewer prediction errors than the random approach.
四足机器人的设计目的是在复杂的地形上行走(如山丘、碎石、可变形的地形等),然而,训练四足机器人在复杂地形上行走是一个挑战。其中一个困难是由传感器引起的问题。像摄像头这样的外感传感器既便宜又方便,但摄像头在某些环境中是有限的(例如,没有灯的下水道)。使用本体感受器训练有腿机器人可以避免上述情况。本研究提出一种地形课程与自适应子模块相结合的方法。该机器人在没有外感传感器的情况下,能够在复杂的地形上自适应地选择动作。利用自适应子模块来预测地形并采取有理论保证的连续行动。实验表明,该方法的预测误差小于随机方法。
{"title":"Localizing Complex Terrains through Adaptive Submodularity","authors":"Hsuan-Chi Chang, K. Tseng","doi":"10.1109/SSRR56537.2022.10018710","DOIUrl":"https://doi.org/10.1109/SSRR56537.2022.10018710","url":null,"abstract":"Quadrupedal robots are designed to walk over complex terrains (e.g., hills, rubble, deformable terrains, etc.) However, training quadruped robots to walk on complex terrains is a challenge. One difficulty is the problem caused by the sensors. Exteroceptive sensors such as cameras are cheap and convenient, but cameras are limited in some environments (e.g., sewers without lights). Training a legged robot using proprioceptive can avoid the aforementioned situation. This research proposes a method combining terrain curriculum and adaptive submodularity. The legged robot is able to adaptively select actions over complex terrains without exteroceptive sensors. Adaptive submodularity is utilized to predict the terrain and take sequential actions with theoretical guarantees. The experiments demonstrate the proposed approach has fewer prediction errors than the random approach.","PeriodicalId":272862,"journal":{"name":"2022 IEEE International Symposium on Safety, Security, and Rescue Robotics (SSRR)","volume":"49 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132048647","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Astralis: A High-Fidelity Simulator for Heterogeneous Robot and Human-Robot Teaming Astralis:一个高保真的异构机器人和人-机器人团队模拟器
Pub Date : 2022-11-08 DOI: 10.1109/SSRR56537.2022.10018667
Gong Chen, Duong Nguyen-Nam, Malika Meghjani, Phan Minh Tri, Marcel Bartholomeus Prasetyo, Mohammad Alif Daffa, Tony Q. S. Quek
We introduce Astralis simulator, a high-fidelity robot simulation platform for the development of multi-robot and human-robot coordination algorithms which can be seamlessly translated to real-world environments. The simulator provides novel features of dynamically initializing the virtual environment with real-world 3D point cloud data and a uniformly random arrangement of static and dynamic obstacles in the environment. This allows the user to generate several variants of a base scenario for strategic planning and algorithm validation. The simulator can receive high-level command inputs to control a team of Unmanned Aerial Vehicles (UAVs), Unmanned Ground Vehicles (UGVs), and human avatars. The simulated robot models are built with high fidelity control and navigation capabilities which can be readily deployed on real robot platforms. We use Astralis simulator to analyze human-robot coordination algorithms for tracking, following and leading targets in a search and rescue mission. The algorithm is validated using a UAV and a UGV in simulation and on physical platforms. Our simulator provides comparable results to the real-world experiments in terms of the executed trajectories by the robots.
我们介绍Astralis模拟器,一个高保真机器人仿真平台,用于开发多机器人和人机协调算法,可以无缝地转化为现实世界的环境。该模拟器提供了动态初始化虚拟环境的新功能,包括真实世界的3D点云数据和环境中静态和动态障碍物的均匀随机排列。这允许用户为战略规划和算法验证生成基本场景的几个变体。模拟器可以接收高级命令输入来控制无人驾驶飞行器(uav)、无人驾驶地面车辆(ugv)和人类化身。仿真机器人模型具有高保真的控制和导航能力,可以很容易地部署在真实的机器人平台上。我们使用Astralis模拟器来分析在搜索和救援任务中跟踪、跟随和引导目标的人机协调算法。利用无人机和UGV在仿真和物理平台上对该算法进行了验证。我们的模拟器在机器人执行轨迹方面提供了与现实世界实验相当的结果。
{"title":"Astralis: A High-Fidelity Simulator for Heterogeneous Robot and Human-Robot Teaming","authors":"Gong Chen, Duong Nguyen-Nam, Malika Meghjani, Phan Minh Tri, Marcel Bartholomeus Prasetyo, Mohammad Alif Daffa, Tony Q. S. Quek","doi":"10.1109/SSRR56537.2022.10018667","DOIUrl":"https://doi.org/10.1109/SSRR56537.2022.10018667","url":null,"abstract":"We introduce Astralis simulator, a high-fidelity robot simulation platform for the development of multi-robot and human-robot coordination algorithms which can be seamlessly translated to real-world environments. The simulator provides novel features of dynamically initializing the virtual environment with real-world 3D point cloud data and a uniformly random arrangement of static and dynamic obstacles in the environment. This allows the user to generate several variants of a base scenario for strategic planning and algorithm validation. The simulator can receive high-level command inputs to control a team of Unmanned Aerial Vehicles (UAVs), Unmanned Ground Vehicles (UGVs), and human avatars. The simulated robot models are built with high fidelity control and navigation capabilities which can be readily deployed on real robot platforms. We use Astralis simulator to analyze human-robot coordination algorithms for tracking, following and leading targets in a search and rescue mission. The algorithm is validated using a UAV and a UGV in simulation and on physical platforms. Our simulator provides comparable results to the real-world experiments in terms of the executed trajectories by the robots.","PeriodicalId":272862,"journal":{"name":"2022 IEEE International Symposium on Safety, Security, and Rescue Robotics (SSRR)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130244252","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Development of USV Used in Underground Floors Surveying of the Contaminated Buildings at Fukushima Daiichi NPS 福岛核电站受污染建筑物地下测量用USV的研制
Pub Date : 2022-11-08 DOI: 10.1109/SSRR56537.2022.10018645
Tomoki Sakaue, Toru Nagakita, T. Kaneda, Y. Yamashita, Koju Nishizawa, Kenshi Kanbara, Hajime Hanaoka, S. Shirai, Shiro Kikuchi, Daisaku Uchijima
A vast amount of radioactive water was generated as a result of the nuclear incident at the Fukushima Daiichi Nuclear Power Station. Underground floors of the radioactive waste management facility were utilized as a temporary storage for contaminated water, and hundreds of sandbags containing zeolite particles were placed onto the floors to remove radioactivity from the water. As the decommissioning work has been ongoing for over a decade now, all zeolite sandbags must be removed, and the floors dried up. A survey was conducted in this highly irradiated environment to investigate the unknown recent conditions of the zeolite and floor structures. A remotely operated USV (Unmanned Surface Vehicle) named “ROV-boat”, modified from a reliable commercial off-the-shelf ROV (Remotely Operated Vehicle), was developed for this purpose. The ROV-boat was equipped with two cameras and a dosimeter installed on the body, with an external float for increased buoyancy, allowing it to move on the water surface to conduct a detailed survey of the environment. The prototype was evaluated and improved iteratively following an agile development approach. The ROV-boat was successfully developed by TEPCO (Tokyo Electric Power Company) several times in the summer of 2021, attaining valuable data for the future dry-up process.
由于福岛第一核电站的核事故,产生了大量的放射性水。放射性废物管理设施的地下楼层被用作临时储存受污染的水,数百个装有沸石颗粒的沙袋被放置在地板上,以去除水中的放射性。由于退役工作已经进行了十多年,所有的沸石沙袋都必须被移除,地面也会干涸。在这个高度辐射的环境中进行了一项调查,以调查沸石和地板结构的未知近期状况。一种名为“ROV-boat”的远程操作的USV(无人水面航行器),由一种可靠的商用现成的ROV(远程操作航行器)改进而来,为此目的而开发。ROV-boat配备了两个摄像头和一个安装在身体上的剂量计,带有一个增加浮力的外部浮子,允许它在水面上移动,对环境进行详细的调查。原型按照敏捷开发方法进行了评估和迭代改进。2021年夏季,东京电力公司(Tokyo Electric Power Company)多次成功开发ROV-boat,为未来的干化过程获得了有价值的数据。
{"title":"Development of USV Used in Underground Floors Surveying of the Contaminated Buildings at Fukushima Daiichi NPS","authors":"Tomoki Sakaue, Toru Nagakita, T. Kaneda, Y. Yamashita, Koju Nishizawa, Kenshi Kanbara, Hajime Hanaoka, S. Shirai, Shiro Kikuchi, Daisaku Uchijima","doi":"10.1109/SSRR56537.2022.10018645","DOIUrl":"https://doi.org/10.1109/SSRR56537.2022.10018645","url":null,"abstract":"A vast amount of radioactive water was generated as a result of the nuclear incident at the Fukushima Daiichi Nuclear Power Station. Underground floors of the radioactive waste management facility were utilized as a temporary storage for contaminated water, and hundreds of sandbags containing zeolite particles were placed onto the floors to remove radioactivity from the water. As the decommissioning work has been ongoing for over a decade now, all zeolite sandbags must be removed, and the floors dried up. A survey was conducted in this highly irradiated environment to investigate the unknown recent conditions of the zeolite and floor structures. A remotely operated USV (Unmanned Surface Vehicle) named “ROV-boat”, modified from a reliable commercial off-the-shelf ROV (Remotely Operated Vehicle), was developed for this purpose. The ROV-boat was equipped with two cameras and a dosimeter installed on the body, with an external float for increased buoyancy, allowing it to move on the water surface to conduct a detailed survey of the environment. The prototype was evaluated and improved iteratively following an agile development approach. The ROV-boat was successfully developed by TEPCO (Tokyo Electric Power Company) several times in the summer of 2021, attaining valuable data for the future dry-up process.","PeriodicalId":272862,"journal":{"name":"2022 IEEE International Symposium on Safety, Security, and Rescue Robotics (SSRR)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129200774","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Sniffer. a protein-based advanced VOC sensor for victim search 嗅探器。一种基于蛋白质的高级VOC传感器,用于受害者搜索
Pub Date : 2022-11-08 DOI: 10.1109/SSRR56537.2022.10018705
E. Scorsone, Jocelyn Boutzen, David Fras, Khasim Cali, G. Marafioti, T. Mugaas, Krishna Persaud
a miniaturized gas-sensing module composed of both commercial off-the-shelf gas sensors along with a novel sensor array combining Quartz Crystal Microbalance transducers coated with Odorant Binding Proteins (OBP) was developed. The so-called “sniffer” module was integrated into a search and rescue robot with the ultimate goal of improving the efficiency of Urban Search and Rescue (USaR) operations on disaster sites., typically following the collapse of buildings. The selection of sensors combined with a fuzzy logic algorithm were aimed at localizing human victims., together with the support from other sensing technologies including both visible/infrared video cameras and a microphone., and at discriminating between both alive and deceased victims., in order to prioritize the USaR operations.
开发了一种小型气体传感模块,该模块由商用现成的气体传感器和一种新型传感器阵列组成,该传感器阵列结合了涂有气味结合蛋白(OBP)的石英晶体微平衡传感器。这个所谓的“嗅探器”模块被集成到一个搜救机器人中,其最终目标是提高灾难现场城市搜救(USaR)行动的效率。通常是在建筑物倒塌之后。结合模糊逻辑算法对传感器进行选择,以定位受害者为目标。,以及其他传感技术的支持,包括可见光/红外摄像机和麦克风。以及区分活着和死去的受害者。以便优先考虑USaR的行动。
{"title":"Sniffer. a protein-based advanced VOC sensor for victim search","authors":"E. Scorsone, Jocelyn Boutzen, David Fras, Khasim Cali, G. Marafioti, T. Mugaas, Krishna Persaud","doi":"10.1109/SSRR56537.2022.10018705","DOIUrl":"https://doi.org/10.1109/SSRR56537.2022.10018705","url":null,"abstract":"a miniaturized gas-sensing module composed of both commercial off-the-shelf gas sensors along with a novel sensor array combining Quartz Crystal Microbalance transducers coated with Odorant Binding Proteins (OBP) was developed. The so-called “sniffer” module was integrated into a search and rescue robot with the ultimate goal of improving the efficiency of Urban Search and Rescue (USaR) operations on disaster sites., typically following the collapse of buildings. The selection of sensors combined with a fuzzy logic algorithm were aimed at localizing human victims., together with the support from other sensing technologies including both visible/infrared video cameras and a microphone., and at discriminating between both alive and deceased victims., in order to prioritize the USaR operations.","PeriodicalId":272862,"journal":{"name":"2022 IEEE International Symposium on Safety, Security, and Rescue Robotics (SSRR)","volume":"68 3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126990116","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
AI supported Multi-Functional Gripping System for Dexterous Manipulation Tasks 人工智能支持的灵巧操作任务多功能夹持系统
Pub Date : 2022-11-08 DOI: 10.1109/SSRR56537.2022.10018759
R. Edlinger, Christoph Föls, Ulrich Mitterhuber, A. Nüchter
Dexterous mobile manipulators that are capable of performing a wide array of tasks are essential for unstructured human-centered environments. Especially in rescue scenarios where time and resources are limited, a gripping system should be as versatile but at the same time as efficient as possible. In addition, situational awareness in accidents and impaired visibility is essential for safely performing missions or automating behaviors, and thus supporting operators. The main contribution of this work is a multi-functional gripping system with technologies and methods for manipulation in rescue and recovery operations as well as for handling hazardous materials. The gripping system is supplemented by an RGB and thermal camera and object detection algorithms, which run in real-time on an embedded device for robust recognition in harsh and dynamic environments. The proposed multi-functional gripping system has been thoroughly evaluated and tested in laboratory experiments and real field facilities.
灵巧的移动机械手,能够执行广泛的任务是必不可少的非结构化的以人为中心的环境。特别是在时间和资源有限的救援场景中,抓握系统应该尽可能多用途,同时尽可能高效。此外,事故中的态势感知和能见度受损对于安全执行任务或自动化行为至关重要,从而为操作员提供支持。这项工作的主要贡献是一个多功能夹持系统,其技术和方法可用于救援和恢复操作以及处理危险材料。夹持系统由RGB和热摄像机以及目标检测算法补充,这些算法在嵌入式设备上实时运行,以便在恶劣和动态环境中进行鲁棒识别。所提出的多功能夹持系统已经在实验室实验和实际现场设施中进行了全面的评估和测试。
{"title":"AI supported Multi-Functional Gripping System for Dexterous Manipulation Tasks","authors":"R. Edlinger, Christoph Föls, Ulrich Mitterhuber, A. Nüchter","doi":"10.1109/SSRR56537.2022.10018759","DOIUrl":"https://doi.org/10.1109/SSRR56537.2022.10018759","url":null,"abstract":"Dexterous mobile manipulators that are capable of performing a wide array of tasks are essential for unstructured human-centered environments. Especially in rescue scenarios where time and resources are limited, a gripping system should be as versatile but at the same time as efficient as possible. In addition, situational awareness in accidents and impaired visibility is essential for safely performing missions or automating behaviors, and thus supporting operators. The main contribution of this work is a multi-functional gripping system with technologies and methods for manipulation in rescue and recovery operations as well as for handling hazardous materials. The gripping system is supplemented by an RGB and thermal camera and object detection algorithms, which run in real-time on an embedded device for robust recognition in harsh and dynamic environments. The proposed multi-functional gripping system has been thoroughly evaluated and tested in laboratory experiments and real field facilities.","PeriodicalId":272862,"journal":{"name":"2022 IEEE International Symposium on Safety, Security, and Rescue Robotics (SSRR)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126310964","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
2022 IEEE International Symposium on Safety, Security, and Rescue Robotics (SSRR)
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1