Conceptual Design of Multi-agent System for Suramadu Bridge Structural Health Monitoring System
Wireless Sensor Network (WSN) is small embedded devices deployed in large scale network with capability to sense, compute, and communicate. It combines modern sensor, microelectronic, computation, communication, and distributed processing technology. WSN has been taking an important contribution in structural health monitoring system, especially in Suramadu Bridge, one of the longest span bridges in Indonesia connecting Surabaya (East Java) and Madura Island. Due to subjected by environmental circumstance, it is necessary to implement intelligent and autonomous WSN to monitor the bridge condition, detect the bridge damage, and send warning message to bridge users when unsafe condition occurs. The multi-agent system is a promising approach to be implemented on intelligent and autonomous WSN, especially in the bridge structural health monitoring system. In this approach agents are empowered to have several intelligent learning capabilities for structural monitoring, damage detection, and prediction. This paper describes multi-agent system conceptual design that will be implemented as model of long span bridge structural health monitoring system considering system architecture and agent organization.
Min Chen, Sergio Gonzalez, and Victor C. M. Leung. Application and Design Issues for Mobile Agent in Wireless Sensor Networks. IEEE Wireless Communication. 2007; 14(6): 20-26.
Michael Wooldridge. Introduction to Multiagent System. Chichester: John Wiley and Sons. 2002.
You Lin Xu and Yong Xia. Structural Health Monitoring of Long Span Suspension Bridge. New York: Spon Press. 2012.
Maria Guijarro, Ruben Fuentes-Fernandez, and Gonzalo Pajares. A Multiagent System Architecture for Sensor Networks-Modelling, Control, Programming, Simulations, and Applications. InTech. 2011: 23-40.
Richard Tynan, David Marsh, and Donal O’kane. The Multiagent System Architecture for Wireless Sensor Networks. Springer-Verlag Berlin Heidelberg. 2005: 687-694.
Alcides Montoya, Diana Carolina Restrepo, and Demetrio Arturo Ovalle. Artificial Intelligence for Wireless Sensor Network Enhancement, Smart Wireless Sensor Networks. InTech. 2010; Yen Kheng Tan (Ed.): 73-81.
Khin Haymar S.H, Young Sik Choi, and Jong Sou Park. The Multi Agent System Solutions for Wireless Sensor Network Applications. Springer-Verlag Berlin Heidelberg. 2008: 454-463.
Y. Xu and H. Qi. Mobile Agent Migration Modelling And Design for Target Tracking in Wireless Sensor Network. Ad Hoc Network. 2007; 6(1): 1-16.
H. Qi, Y. Xu, and X. Wang. Mobile Agent-Based Collaborative Signal and Information Processing In Sensor Network. IEEE Proceeding. 2003; 91(8): 1172-1183.
M.Chen. Mobile Agent-Based Wireless Sensor Network. Journal Computing. 2006; 1(1): 14-21.
Qingquan Sun, Weihong Yu, Nikolai Kochurov, Qi Hao, Fei Hu. A Multi-Agent-Based Intelligent Sensor and Actuator Network Design for Smart House and Home Automation. Journal of Sensor and Actuator Networks. 2013; 2: 557-588.
Ahmad Sardouk, Rana Rahim-Amoud, Leila Marghem-Boulahia, and Dominique Gaiti. Agent Startegy Data Gatheringfor Long Life WSN. International Journal of Computer Networks and Communications (IJCNC). 2010; 2(5): 71-90.
Kunal Shah, Mario Di Fransesco, and Mohan Kumar. Distributed Resource Management In Wireless Sensor Network Using Reinforcement Learning. Springer Science Business Media. 2012;19: 705-724.
X. Wang, M. Chen, T.Kwon, and H.C. Chao. Multiple Mobile Agents Itinerary Planning in Wireless Sensor Network: Survey and Evaluation. IET Communications. 2010
M. Chen. Mobile Agent-Based Directed Diffusion in Wireless Sensor Network. EURASIP Journal of Advances in Sigal Processing. 2007.
Q. Wu. On Computing Mobile Agent Route for Data Fusion in Distributed Sensor Network. IEEE Transaction on Knowledge and Data Engineering. 2004:16(6): 740-753.
Charalampos K, Aristides Mpitziopoulos, Damianos G, and Grammati Pantziou. Effective Determination of Mobile Agent Itineraries for Data Aggregation on Sensor Networks. IEEE Transactions on Knowledge and Data Engineering. 2010; 22(12): 1679-1693.
Paulo Gil, Amâncio Santos, and Alberto Cardoso. Dealing with Outliers in Wireless Sensor Networks: An Oil Reﬁnery Application. IEEE Transactions on Control Systems Technology. 2013; 22(4): 1589-1596.
Raghavendra V. Kulkarni, Anna Förster, and Ganesh Kumar Venayagamoorthy. Computational Intelligence in Wireless Sensor Networks: A Survey. IEEE Communications Surveys & Tutorials. 2011; 13(1): 68-96.
Marwa Sharawi, Imane Aly Saroit, Hesham El-Mahdy, Eid Emary. Routing Wireless Sensor Networks Based On Soft Computing Paradigms: Survey. International Journal on Soft Computing, Artificial Intelligence and Applications (IJSCAI). 2013; 2(4): 21-36.
Kunal Shah, Mario Di Fransesco, and Mohan Kumar. Distributed Resource Management In Wireless Sensor Network Using Reinforcement Learning. Wireless Network Springer Science Business Media. 2012; 19: 705-724.
Gerardo I. Simari and Simon D. Parsons. Markov Decision Processes and the Belief-Desire-Intention Model. New York: Springer Brief in Computer Science. 2011.
F. Aiello, F.L. Bellifemine, G. Fortino, R. Gravina, and S. Galzarano. An Agent-Based Signal Processing In-Node Environment for Real-Time Human Activity Monitoring Based On Wireless Body Sensor Networks. Engineering Applications of Artiﬁcial Intelligence Science Direct. 2011; 24: 1147-1161.
Ramon Lopes, Flavio Assis, and Carlos Montez. MASPOT: A Mobile Agent System for Sun SPOT. 10th International Symposium on Autonomous Decentralized Systems (ISADS). 2011. 25 – 31.
Kay Smarsly and Kincho H. Law. A Migration-Based Approach towards Resource-Efficient Wireless Structural Health Monitoring. Journal Advanced Engineering Informatics. 2013: 27(4): 625-635.
Sharmistha Chowdhury, Peter Olney, Maher Deeb, Volkmar Zabel, and Kay Smarsly. Quality Assessment of Dynamic Response Measurements Using Wireless Sensor Networks: Preliminary Results. 7th European Workshop on Structural Health Monitoring. Nantes. 2014: 1529-1536.
Frank X. Li, Graciela C. Perera, and Ben Detwiler. Real-Time Stress Monitoring of Highway Bridges with a Secured Wireless Sensor Network. Youngstown State University CTME -- Center for Transportation and Materials Engineering. 2011.
Akm Anwarul Islam, Frank Li, Phaneendra K. Kolli, Structural Health Monitoring of Bridges Using Wireless Sensor Network. Applied Mechanics and Materials. 2011; 82: 796-803.
Istvan and Janos Simon. Improving Greenhouse’s Automation and Data Acquisition with Mobile Robot Controlled System via Wireless Sensor Network. Wireless Sensor Network: Application-Centric Design, Yen Kheng Tan (Ed). InTech. 2010: 1-23.
Hung-Da Shih, Xiaolan Zhang, David S. L. Wei, Kshirasagar Naik, and Rung Ching Chen. Design and Implementation of a Mobile Sensor Network Testbed Using SUN SPOTs. International Journal of Future Computer and Communication. 2013; 2(2): 115-120.
Article MetricsAbstract view : 418 times
PDF - 358 times
- There are currently no refbacks.
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
TELKOMNIKA Telecommunication, Computing, Electronics and Control
ISSN: 1693-6930, e-ISSN: 2302-9293
Universitas Ahmad Dahlan, 4th Campus, 9th Floor, LPPI Room
Jl. Ringroad Selatan, Kragilan, Tamanan, Banguntapan, Bantul, Yogyakarta, Indonesia 55191
Phone: +62 (274) 563515, 511830, 379418, 371120 ext. 4902, Fax: +62 274 564604