Mixed-reality for quadruped-robotic guidance in SAR tasks

被引:16
作者
Ulloa, Christyan Cruz [1 ]
del Cerro, Jaime [1 ]
Barrientos, Antonio [1 ]
机构
[1] Univ Politecn Madrid Consejo Super Invest Cient, Ctr Automat & Robot UPM CSIC, Madrid 28006, Spain
关键词
robotics vision; quadruped robot; mixed reality; hololens; search and rescue; URBAN SEARCH; PLATFORM;
D O I
10.1093/jcde/qwad061
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In recent years, exploration tasks in disaster environments, victim localization and primary assistance have been the main focuses of Search and Rescue (SAR) Robotics. Developing new technologies in Mixed Reality (M-R) and legged robotics has taken a big step in developing robust field applications in the Robotics field. This article presents MR-RAS (Mixed-Reality for Robotic Assistance), which aims to assist rescuers and protect their integrity when exploring post-disaster areas (against collapse, electrical, and toxic risks) by facilitating the robot's gesture guidance and allowing them to manage interest visual information of the environment. Thus, ARTU-R (A1 Rescue Tasks UPM Robot) quadruped robot has been equipped with a sensory system (lidar, thermal, and RGB-D cameras) to validate this proof of concept. On the other hand, Human-Robot interaction is executed by using the Hololens glasses. This work's main contribution is the implementation and evaluation of a Mixed-Reality system based on a ROS-Unity solution, capable of managing at a high level the guidance of a complex legged robot through different interest zones (defined by a Neural Network and a vision system) of a post-disaster environment (PDE). The robot's main tasks at each point visited involve detecting victims through thermal, RGB imaging, and neural networks and assisting victims with medical equipment. Tests have been carried out in scenarios that recreate the conditions of PDE (debris, simulation of victims, etc.). An average efficiency improvement of 48% has been obtained when using the immersive interface and a time optimization of 21.4% compared to conventional interfaces. The proposed method has proven to improve rescuers' immersive experience of controlling a complex robotic system.
引用
收藏
页码:1479 / 1489
页数:11
相关论文
共 73 条
[21]   Human Object Detection using Very Low Resolution Thermal Cameras for Urban Search and Rescue [J].
Doulamis, Nikolaos ;
Agrafiotis, Panagiotis ;
Athanasiou, George ;
Amditis, Angelos .
10TH ACM INTERNATIONAL CONFERENCE ON PERVASIVE TECHNOLOGIES RELATED TO ASSISTIVE ENVIRONMENTS (PETRA 2017), 2017, :311-318
[22]  
Fung A., 2020, Current Robot. Rep., V1, P105, DOI DOI 10.1007/S43154-020-00011-8
[23]   Thermal cameras and applications: a survey [J].
Gade, Rikke ;
Moeslund, Thomas B. .
MACHINE VISION AND APPLICATIONS, 2014, 25 (01) :245-262
[24]   Thermal Image-Based CNN's for Ultra-Low Power People Recognition [J].
Gomez, Andres ;
Conti, Francesco ;
Benini, Luca .
2018 ACM INTERNATIONAL CONFERENCE ON COMPUTING FRONTIERS, 2018, :326-331
[25]   AR Point&Click: An Interface for Setting Robot Navigation Goals [J].
Gu, Morris ;
Croft, Elizabeth ;
Cosgun, Akansel .
SOCIAL ROBOTICS, ICSR 2022, PT I, 2022, 13817 :38-49
[26]  
Hart S.G., 2006, PROC HUM FACTORS ERG, V50, P904, DOI [DOI 10.1177/154193120605000909, 10.1177/154193120605000909]
[27]  
Ilikci B, 2019, 2019 COMPUTING, COMMUNICATIONS AND IOT APPLICATIONS (COMCOMAP), P449, DOI [10.1109/ComComAp46287.2019.9018786, 10.1109/comcomap46287.2019.9018786]
[28]   Reference test courses for autonomous mobile robots [J].
Jacoff, A ;
Messina, E ;
Evans, J .
UNMANNED GROUND VEHICLE TECHNOLOGY III, 2001, 4364 :341-348
[29]  
Kästner L, 2019, PROCEEDINGS OF THE IEEE 2019 9TH INTERNATIONAL CONFERENCE ON CYBERNETICS AND INTELLIGENT SYSTEMS (CIS) ROBOTICS, AUTOMATION AND MECHATRONICS (RAM) (CIS & RAM 2019), P344, DOI [10.1109/CIS-RAM47153.2019.9095836, 10.1109/cis-ram47153.2019.9095836]
[30]   Man Overboard Event Detection from RGB and Thermal Imagery: Possibilities and Limitations [J].
Katsamenis, Iason ;
Protopapadakis, Eftychios ;
Voulodimos, Athanasios ;
Dres, Dimitris ;
Drakoulis, Dimitris .
13TH ACM INTERNATIONAL CONFERENCE ON PERVASIVE TECHNOLOGIES RELATED TO ASSISTIVE ENVIRONMENTS, PETRA 2020, 2020, :480-485