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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Main Authors: Haifeng Zhao, Stephan Winter, Martin Tomko
Format: Article
Language:English
Published: MDPI AG 2017-07-01
Series:ISPRS International Journal of Geo-Information
Subjects:
Online Access:https://www.mdpi.com/2220-9964/6/7/213
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spelling 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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