Integrating Decentralized Indoor Evacuation with Information Depositories in the Field
The lonelier evacuees find themselves, the riskier become their wayfinding decisions. This research supports single evacuees in a dynamically changing environment with risk-aware guidance. It deploys the concept of decentralized evacuation, where evacuees are guided by smartphones acquiring environm...
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doaj-0dacf64189b248398ee86f2589b63c202020-11-24T22:50:04ZengMDPI AGISPRS International Journal of Geo-Information2220-99642017-07-016721310.3390/ijgi6070213ijgi6070213Integrating Decentralized Indoor Evacuation with Information Depositories in the FieldHaifeng Zhao0Stephan Winter1Martin Tomko2Department of Infrastructure Engineering, The University of Melbourne, Parkville, VIC 3010, AustraliaDepartment of Infrastructure Engineering, The University of Melbourne, Parkville, VIC 3010, AustraliaDepartment of Infrastructure Engineering, The University of Melbourne, Parkville, VIC 3010, AustraliaThe lonelier evacuees find themselves, the riskier become their wayfinding decisions. This research supports single evacuees in a dynamically changing environment with risk-aware guidance. It deploys the concept of decentralized evacuation, where evacuees are guided by smartphones acquiring environmental knowledge and risk information via exploration and knowledge sharing by peer-to-peer communication. Peer-to-peer communication, however, relies on the chance that people come into communication range with each other. This chance can be low. To bridge between people being not at the same time at the same places, this paper suggests information depositories at strategic locations to improve information sharing. Information depositories collect the knowledge acquired by the smartphones of evacuees passing by, maintain this information, and convey it to other passing-by evacuees. Multi-agent simulation implementing these depositories in an indoor environment shows that integrating depositories improves evacuation performance: It enhances the risk awareness and consequently increases the chance that people survive and reduces their evacuation time. For evacuating dynamic events, deploying depositories at staircases has been shown more effective than deploying them in corridors.https://www.mdpi.com/2220-9964/6/7/213decentralized evacuationevacuation optimizationinformation depositoryrisk awarenessagent based simulation |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Haifeng Zhao Stephan Winter Martin Tomko |
spellingShingle |
Haifeng Zhao Stephan Winter Martin Tomko Integrating Decentralized Indoor Evacuation with Information Depositories in the Field ISPRS International Journal of Geo-Information decentralized evacuation evacuation optimization information depository risk awareness agent based simulation |
author_facet |
Haifeng Zhao Stephan Winter Martin Tomko |
author_sort |
Haifeng Zhao |
title |
Integrating Decentralized Indoor Evacuation with Information Depositories in the Field |
title_short |
Integrating Decentralized Indoor Evacuation with Information Depositories in the Field |
title_full |
Integrating Decentralized Indoor Evacuation with Information Depositories in the Field |
title_fullStr |
Integrating Decentralized Indoor Evacuation with Information Depositories in the Field |
title_full_unstemmed |
Integrating Decentralized Indoor Evacuation with Information Depositories in the Field |
title_sort |
integrating decentralized indoor evacuation with information depositories in the field |
publisher |
MDPI AG |
series |
ISPRS International Journal of Geo-Information |
issn |
2220-9964 |
publishDate |
2017-07-01 |
description |
The lonelier evacuees find themselves, the riskier become their wayfinding decisions. This research supports single evacuees in a dynamically changing environment with risk-aware guidance. It deploys the concept of decentralized evacuation, where evacuees are guided by smartphones acquiring environmental knowledge and risk information via exploration and knowledge sharing by peer-to-peer communication. Peer-to-peer communication, however, relies on the chance that people come into communication range with each other. This chance can be low. To bridge between people being not at the same time at the same places, this paper suggests information depositories at strategic locations to improve information sharing. Information depositories collect the knowledge acquired by the smartphones of evacuees passing by, maintain this information, and convey it to other passing-by evacuees. Multi-agent simulation implementing these depositories in an indoor environment shows that integrating depositories improves evacuation performance: It enhances the risk awareness and consequently increases the chance that people survive and reduces their evacuation time. For evacuating dynamic events, deploying depositories at staircases has been shown more effective than deploying them in corridors. |
topic |
decentralized evacuation evacuation optimization information depository risk awareness agent based simulation |
url |
https://www.mdpi.com/2220-9964/6/7/213 |
work_keys_str_mv |
AT haifengzhao integratingdecentralizedindoorevacuationwithinformationdepositoriesinthefield AT stephanwinter integratingdecentralizedindoorevacuationwithinformationdepositoriesinthefield AT martintomko integratingdecentralizedindoorevacuationwithinformationdepositoriesinthefield |
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1725673575340310528 |