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http://dx.doi.org/10.3745/KIPSTD.2006.13D.6.775

Dangerous Area Prediction Technique for Preventing Disaster based on Outside Sensor Network  

Jung, Young-Jin (충북대학교 대학원 전자계산학과)
Kim, Hak-Cheol (한국전자통신연구원 텔레매틱스.USN연구단 텔레매틱스연구그룹 공간정보연구팀)
Ryu, Keun-Ho (충북대학교 전기전자 및 컴퓨터공학부)
Publication Information
The KIPS Transactions:PartD / v.13D, no.6, 2006 , pp. 775-788 More about this Journal
Abstract
Many disaster monitoring systems are constantly studied to prevent disasters such as environmental pollution, the breaking of a tunnel and a building, flooding, storm earthquake according to the progress of wireless telecommunication, the miniaturization of terminal devices, and the spread of sensor network. A disaster monitoring system can extract information of a remote place, process sensor data with rules to recognize disaster situation, and provide work for preventing disaster. However existing monitoring systems are not enough to predict and prevent disaster, because they can only process current sensor data through utilizing simple aggregation function and operators. In this paper, we design and implement a disaster prevention system to predict near future dangerous area through using outside sensor network and spatial Information. The provided prediction technique considers the change of spatial information over time with current sensor data, and indicates the place that could be dangerous in near future. The system can recognize which place would be dangerous and prepare the disaster prevention. Therefore, damage of disaster and cost of recovery would be reduced. The provided disaster prevention system and prediction technique could be applied to various disaster prevention systems and be utilized for preventing disaster and reducing damages.
Keywords
Prevention of Disasters; Sensor Network; Disaster Prevention System; Dangerous Area Prediction; Stream Processing;
Citations & Related Records
Times Cited By KSCI : 2  (Citation Analysis)
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1 Daniel Salber, Anind K. Dey, Gregory D. Abowd, 'The Context Toolkit: Aiding the Development of Context-Enabled Applications,' In Proceedings of ACM CHI 99, Pittsburgh, PA. 1999
2 Manuel Roman, Christopher Hess, Renato Cerqueira, Anand Ranganat, Roy H. Campbell, Klara Nahrstedt, 'Gaia: A Middleware Infrastructure to Enable Active Spaces,' In IEEE Pervasive Computing, Oct.-Dec., 2002
3 Andy Harter, Andy Hopper, Pete Steggles, Andy Ward, Paul Webster, 'The Anatomy of a Context-Aware Application,' Mobile Computing and Networking, 2002
4 Roy Want, Andy Hopper, Veronica Falcao, Jonathan Gibbons. 'The Active Badge Location System,' ACM Transactions on Information Systems, 10(1), 1992   DOI
5 Tao Gu, Xiao Hang Wang, Hung Keng Pung, Da Qing Zhang, 'A Middleware for Context-Aware Mobile Services,' IEEE Vehicular Technology Conference. Milan, Italy, 2004
6 Patrick Fahy, Siobhan Clarke, 'CASS - Middleware for Mobile Context-Aware Applications,' MobiSys 2004
7 Harry Chen, Tim Finin, Anupam Joshi, 'Using OWL in a Pervasive Computing Broker,' Workshop on Ontologies in Agent Systems, AAMAS 2003
8 Mike Botts, 'Sensor Web Enablement overview,' http://vast.nsstc.uah.edu/SensorML/, August, 2004
9 Simon Cox, 'Observations and Measurements,' Public Recommendation Paper, http://www.opengeospatial.org, February 4, 2003
10 John Bobbitt, 'Units of Measure Recommendation (UoM) 1.0,' August 19, 2002
11 'HAVi,' http://www.havi.org
12 Lukasz Golab, M. Tamer Ozsu, 'Issues in data stream management,' SIGMOD Record Vol.32, No.2, PP.5-14, 2003   DOI   ScienceOn
13 Matthias Baldauf, Schahram Dustdar, 'A Survey on Context-aware systems,' International Journal of Ad Hoc and Ubiquitous Computing, 2004
14 Philippe Rigaux, Michel Scholl, Agnes Voisard, 'Spatial Databases with application to GIS,' Morgan Kaufmann Publishers, 2002
15 서성보, 강재우, 남광우, 류근호, '슬라이딩 윈도우 기반 다변량 스트림 데이터 분류기법,' 한국정보과학회 논문지 D-데이터 베이스, 33권, 2호, pp.163-174, 2006년 4월
16 임신영, 허재두, '상황인식 컴퓨팅 응용 기술 동향,' 전자통신동향분석, 19권 5호, 2004년 10월
17 'PDP,' http://www.upnp.org
18 'UAVs(Unmanned Aerial Vehicles),' http://www.fas.org/irp/program/collect/uav.htm
19 Mike Botts, 'Sensor Web Enablement,' http://www.opengeospatial.org/press/, August 17, 2005
20 Young Jin Jung, Yang Koo Lee, Dong Gyu Lee, Mi Park, Keun Ho Ryu, Hak Cheol Kim, Kyung Ok Kim, 'A Framework of In-situ Sensor Data Processing System for Context Awareness,' ICIC 2006, LNCIS 344, pp. 124-129, 2006, to be accepted   DOI
21 'Networked Infomechanical Systems,' http://nesl.ee.ucla.edu/project/show/42
22 'Gaia', http://choices.cs.uiuc.edu/gaia
23 Thomas Hofer, Wieland Schwinger, Mario Pichler, Gerhard Leonhartsberger, Josef Altmann, 'Context- Awareness on Mobile Devices - the Hydrogen Approach,' 2002
24 'STREAM,' http://www-db.standford.edu/stream
25 Gregory Biegel, Vinny Cahill, 'A Framework for Developing Mobile, Context-aware Applications,' In Proceedings of 2nd IEEE conference on Pervasive computing and Communications, Percom 2004
26 'Telegraph,' http://telegraph.cs.berkeley.edu
27 'COUGAR,' http://cs.cornell.edu/database/cougar
28 'AURORA,' http://www.cs.brown.edu/research/aurora
29 'IrisNet,' www.intel-iris.net
30 Anind K. Dey, Gregory D. Abowd, 'A Conceptual Framework and a Toolkit for Supporting the Rapid Prototyping of Context-Aware Applications,' Human-Computer Interaction (HCI) Journal, Vol.16, pp.2-4