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Collab-SAR: a collaborative avalanche search-and-rescue missions exploiting hostile alpine networks
- Source :
- IEEE Access, Vol 6, Pp 42094-42107 (2018)
- Publication Year :
- 2018
- Publisher :
- IEEE, 2018.
-
Abstract
- Every year, Alpine experiences a considerable number of avalanches causing danger to visitor and saviors, where most of the existing techniques to mitigate the number of fatalities in such hostile environments are based on a non-collaborative approach and is time- and effort-inefficient. A recently completed European project on Smart collaboration between Humans and ground-aErial Robots for imProving rescuing activities in Alpine environments (SHERPA) has proposed a novel collaborative approach to improve the rescuing activities. To be an integral part of the SHERPA framework, this paper considers deployment of an air-ground collaborative wireless network (AGCWN) to support search and rescue (SAR) missions in hostile alpine environments. We propose a network infrastructure for such challenging environments by considering the available network components, hostility of the environments, scenarios, and requirements. The proposed infrastructure also considers two degrees of quality of service, in terms of high throughput and long coverage range, to enable timely delivery of videos and images of the long patrolled area, which is the key in any searching and rescuing mission. We also incorporate a probabilistic search technique, which is suitable for collaborative search assuming AGCWN infrastructure for sharing information. The effectiveness of the proposed infrastructure and collaborative search technique, referred to as Collab-SAR , is demonstrated via a series of computer simulations. The results confirm the effectiveness of the proposal.
- Subjects :
- WiMAX
General Computer Science
Computer science
Wireless network
unmanned ground vehicles
α-level probabilistic search technique
General Engineering
Probabilistic logic
020206 networking & telecommunications
02 engineering and technology
Computer security
computer.software_genre
Air-ground collaborative wireless network
Software deployment
0202 electrical engineering, electronic engineering, information engineering
Key (cryptography)
020201 artificial intelligence & image processing
General Materials Science
lcsh:Electrical engineering. Electronics. Nuclear engineering
lcsh:TK1-9971
computer
Wireless sensor network
Search and rescue
unmanned aerial robots
alpine scenarios
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- IEEE Access, Vol 6, Pp 42094-42107 (2018)
- Accession number :
- edsair.doi.dedup.....f502a0fe8b641c6c29ca8278639b5d1e