A multi-objective optimization approach for data fusion in mobile agent based distributed sensor networks

2010 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2010 - Proceedings

Volumn , Issue , 2010, Pages 208-212

  Rajagopalan, Ramesh ^a  

^a UNIVERSITY OF ST THOMAS   (United States)

Author keywords

Data fusion; Mobile agent; Optimization; Sensor networks

Indexed keywords

COMMUNICATION COST; CRITICAL DATA; DETECTION ACCURACY; DISTRIBUTED SENSOR NETWORKS; ENERGY CONSUMPTION; MULTI OBJECTIVE; MULTI OBJECTIVE EVOLUTIONARY ALGORITHMS; MULTI-OBJECTIVE OPTIMIZATION PROBLEM; NETWORK SIZE; PAPER MODELS; PATH LOSS; ROUTING PROBLEMS; SIGNAL ENERGY; SIMULATION RESULT;

COMBINATORIAL OPTIMIZATION; COMPUTER SIMULATION; ENERGY UTILIZATION; EVOLUTIONARY ALGORITHMS; INFORMATION FUSION; INSTRUMENTS; MEASUREMENT THEORY; MULTIOBJECTIVE OPTIMIZATION; SENSOR DATA FUSION; SENSOR NETWORKS; WIRELESS SENSOR NETWORKS;

MOBILE AGENTS;

EID: 77957829019     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IMTC.2010.5488133     Document Type: Conference Paper

References (11)

1. H.Qi, S. S. Iyengar, and K. Chakrabarty, "Multi-resolution data integration using mobile agents in distributed sensor networks," IEEE Transactions on Systems, Man and Cybernetics Part C: Applications and Rev., vol. 31, no. 3, pp. 383-391, 2001. (Pubitemid 34055479)
2. T. Sander and C. Tschudin, "Protecting Mobile Agents against Malicious Hosts Mobile Agent and Security," Lecture Notes in Computer Science, G. Vigna, ed., pp. 44-60, Springer-Verlag, 1998.
3. S. Berkovits, J.D. Guttman, and V. Swarup, "Authentication for Mobile Agents Mobile Agents and Security," Mobile Agents and Security, G. Vigna, ed., pp. 114- 136, Springer-Verlag, 1998.
4. D. B. Lange and M. Oshima, "Seven Good Reasons for Mobile Agents," Comm. ACM, vol. 42, no. 3, pp. 88-89, 1999.
5. H. Qi, S. S. Iyengar, and K. Chakrabarty, "Multi-resolution data integration using mobile agents in distributed sensor networks," IEEE Transactions on Systems, Man and Cybernetics Part C: Applications and Rev., vol. 31, no. 3, pp. 383-391, 2001. (Pubitemid 34055479)
6. Q.Wu, N.S.V. Rao, J. Barhen, S. S. Iyengar, V. K. Vaishnavi, H. Qi, and K. Chakrabarty, "On computing mobile agent routes for data fusion in distributed sensor networks," IEEE Transactions on Knowledge and Data Engineering, vol. 16, no. 6, pp. 740-753, 2004.
7. P. Shukla and K. Deb, "Comparing classical generating methods with an evolutionary multi-objective optimization method," In Proceedings of the third international conference on evolutionary multi-Criterion optimization (EMO-2005), 2005, pp. 311-325.
8. K. Deb, Multi-objective optimization using evolutionary algorithms, England: Wiley and Sons, 2001.
9. C.A. Coello Coello and G.B. Lamont, Application of multi-objective evolutionary algorithms, World Scientific, Singapore, 2004.
10. R. Rajagopalan, C.K. Mohan, K.Mehrota, and P.K. Varshney"EMOCA: An Evolutionary multi-objective crowding algorithm," Journal of Intelligent Systems, vol. 17, no.1-3, pp. 107-123, 2008.
11. H. Qi, S. S. Iyengar, and K. Chakrabarty, "Multisensor data fusion in distributed sensor networks using mobile agents," Proc. International conference on information fusion, pp. 11-16, August 2001.