Multi-robot surveillance system for indoors fire detection: A case of study
Cost Effective Automation, Volume # 1 | Part# 1
Authors
Isai Roman-Ballesteros; Carlos F. Pfeiffer
Digital Object Identifier (DOI)
10.3182/20071002-MX-4-3906.00038
Page Numbers:
231-236
Index Terms
robotics,surveillance,fire detection
Abstract
In this paper we present the application of a framework that gives the bases to model necessary behaviors and functions of robotic agents for surveillance, that can be used in the implementation of a Robotic surveillance system. The framework includes a formal dfinition of Surveillance, a hierarchy of alarm events, a model of the surveillance environment using a 2 dimension space tessellation, a definition of sensors and surveillance agents, a model of the interactions among the agents, and formal definitions of different kinds of surveillance patrolling. The framework is applied to a case of study for a surveillance system for Indoors Fire Detection, using a heterogeneous sensor platform. The relevant surveillance events are identified and formally defined as discrete events for the experimental case. The definition is mapped to a Petri Net that manages the events to detect possible alarm states. Experimental setup, implementation and conclusions about the case of study are shown.
References
[1] An Introduction to Fire Detection, Alarm and
Automatic Fire Sprinklers (1999). Chap. 3.
3th ed., Northeast Document Conservation
Center.
[2] Atrey, Pradeep K., Mohan S. Kankanhalli and
Ramesh Jain (2005). Timeline-based information
assimilation in multimedia surveillance
and monitoring systems. In: VSSN '05:
Proceedings of the third ACM international
workshop on Video surveillance & sensor networks
. ACM Press. New York, NY, USA.
pp. 103-112.
[3] Edgar, J. (1989). The effectiveness of fire detection
and fire sprinkler systems in the central
office environment. In: Telecommunications
Energy Conference, 1989. INTELEC
'89. Conference Proceedings, Eleventh International
. Vol. 2. pp. 21.4/1-21.4/5.
[4] Flax, B. (1991). Intelligent buildings. Communications
Magazine, IEEE 29(4), 24-27.
[5] Haugeneder, H. and D. Steiner (2002). Co-operating
agents: Concepts and applications.
In: Agent Technology. Foundations,
Applications and Markets (N. Jennings and
M. Wooldridge, Eds.). pp. 175-202. Springer.
Department of Electronic Engineering. London
E1, 4NS, UK.
[6] H. Everett (2003). Robotic security systems. Instrumentation
and Measurement Magazine,
IEEE 6(4), 30-34.
[7] H. Everett and D. Gage (1999). From laboratory
to warehouse: security robots meet the real
world.
[8] Int (2004). Centibots: Very large scale distributed
robotic teams.
[9] Kujuro, A. and H. Yasuda (1993). Systems evolution
in intelligent buildings. Communications
Magazine, IEEE 31(10), 22-26 pp.
[10] Luo, R., S. Kuo and H. Kuo (2002). Fire detection
and isolation for intelligent building system
using adaptive sensory fusion method. In:
Robotics and Automation, 2002. Proceedings.
ICRA '02. IEEE International Conference
on. Vol. 2. pp. 1777-1781.
[11] Massios, N. A. (2002). Decision-Theoretic Robotic
Surveillance. PhD thesis. Faculty of Science,
University of Amsterdam.
[12] Massios, N. and F. Voorbraak (1999). Hierarchical
decision theoretic planning for autonomous
robotic surveillance. In: EUROBOT'99 3rd
European Workshop on Advanced Robotics.
pp. 219-226.
[13] M. Finley, A. Karakura and R. Nbogni (1991).
Survey of intelligent building concepts. Communications
Magazine, IEEE 29(4), 18-23.
[14] Pallas-Areny, R. and J. Webster (1991). Sensors
and Signal Conditioning. John Wiley and
Sons, INC. USA.
[15] Prati, Andrea, Roberto Vezzani, Luca Benini,
Elisabetta Farella and Piero Zappi (2005).
An integrated multi-modal sensor network for
video surveillance. In: VSSN '05: Proceedings
of the third ACM international workshop on
Video surveillance & sensor networks. ACM
Press. New York, NY, USA. pp. 95-102.
[16] P. Rybski, S. Stoeter, M. Erickson,
M. Gini, D. Hougen and N. Papanikolopoulos
(2000). A Team of Robotic Agents for Surveillance.
In: Proceedings of the Fourth International
Conference on Autonomous Agents
(Carles Sierra, Maria Gini and Jeffrey S.
Rosenschein, Eds.). ACM Press. Barcelona,
Catalonia, Spain. pp. 9-16.
[17] Roman-Ballesteros, Isai and Carlos F. Pfeiffer
(2006). A framework for cooperative
multi-robot surveillance tasks. Electronics,
Robotics and Automotive Mechanics Conference
(CERMA'06) 2, 163-170.
[18] Smeaton, Alan F. and Mike McHugh (2005). Towards
event detection in an audio-based sensor
network. In: VSSN '05: Proceedings of the
third ACM international workshop on Video
surveillance & sensor networks. ACM Press.
New York, NY, USA. pp. 87-94.
[19] Smith, R. and R. Davis (1980). Frameworks for
cooperation in distributed problem solving.
[20] Voorbraak, F. and N. Massios (August 25 1998.).
Decision-theoretic planning for autonomous
robotic surveillance. In: ECAI-98 Workshop
Decision Theory meets AI - Qualitative and
Quantitative Approaches. pp. 23-32.
[21] Wooldridge, M. (2004). An Introduction to Multi-Agent
Systems. John Wiley and Sons, LTD.
The Atrium, Southern Gate, Chichester,
West Sussex PO198SQ, England.
