Sensor network management through fitness function design in multi-objective optimization

Conference Record - Asilomar Conference on Signals, Systems and Computers

Volumn , Issue , 2007, Pages 1648-1651

  Osadciw, Lisa ^a   Veeramachaneni, Kalyan ^a  

^a Syracuse University   (United States)

Author keywords

Fitness; Multi objective optimization; Particle swarm optimization; Process refinement; Sensor management

Indexed keywords

DEGREES OF FREEDOM; FITNESS; FITNESS FUNCTIONS; GOAL PROGRAMMING; MODEL PERFORMANCE; PARTICLE SWARM OPTIMIZATION; PERFORMANCE CONSTRAINTS; PERFORMANCE GOALS; PROCESS REFINEMENT; REAL-TIME APPLICATIONS; RUN-TIME; SENSOR MANAGEMENT; SENSOR NETWORK MANAGEMENT; SYSTEM'S PERFORMANCE;

ADMINISTRATIVE DATA PROCESSING; EVAPORATIVE COOLING SYSTEMS; FUNCTION EVALUATION; MANAGEMENT INFORMATION SYSTEMS; MULTIOBJECTIVE OPTIMIZATION; OPTIMIZATION; SENSORS; WEIGHT CONTROL;

SENSOR NETWORKS;

EID: 50249142921     PISSN: 10586393     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ACSSC.2007.4487511     Document Type: Conference Paper

References (30)

1. Varshney. P.K., Distributed Detection and Data Fusion. Springer-Verlag, 1997.
2. Woodward, P. M., Probability and Information Theory, with Applications to Radar. Pergamon Press, Inc., NY 1953.
3. Osadciw, Lisa, Pramod Varshney, and Kalyan Veeramachaneni, "Improving Personal Identification Accuracy Using Multisensor Fusion for Building Access Control Applications", Conference on Information Fusion, Annapolis, MD, 2002.
4. Liggins, Capt. Martin E. II, William P. Berry, Edwin L. Post, and Lisa A. Osadciw, "Real time Cueing Methodologies and Performance for Multispectral Sensor Fusion", IEEE Data Fusion Symposium. Johns Hopkins University Applied Physics Laboratory, Laurel, MD, 1990, pp. 81-104.
5. Isnard, Jean, "Frequency Band Sharing: Utopia or Reality? Towards Specification of Operational Scenarios", IEEE Aerospace and Electronic Systems Magazine. Vol. 17, No. 5, pp. 4-9.
6. Hari Blakrishnan, Hariharan S. Rahul, and Srinivasan Seshan, "An Integrated Congestion Management Architecture for Internet Hosts, Proceedings of ACM SIGCOMM. Cambridge, MA, Sept. 1999.
7. Srinivas, N. and Kalyuanmoy Deb, "Multiobjective Optimization Using Nondominated Sorting in Genetic Algorithms", Journal of Evolutionary Computation, vol. 2, no. 3, pp. 221-248, Fall, 1994.
8. Li, Xiadong, "Non-dominated Sorting Particle Swarm Optimizer for Multiobject Optimization", GECCO 2003. LNCS 2723, pp. 37-48, 2003.
9. Koppen, Mario, and Stephan Rudlot, "Multiobjective Optimization by Nessy Algorithm", Proc. of the 3rd Online Workshop on Soft Computing (WSC3). Nagoya, Japan, 1998.
10. Andersson, Johan, "A Survey of Multiobjective Optimization in Engineering Design", Technical Report: LiTH-IKP-R-1097. Department of Mechanical Engineering, Linköping University, Linköping, Sweden, 2000.
11. Chalyaratana, Nachol, and Ali M. S. Zalzala, "Time-Optimal Path Planning and Control Using Neural Networks and a Genetic Algorithm", The Journal of KMTNB. Vol. 12, No. 3, Jul-Sep. 2002.
12. Coello Coello, Carlos, A., "An Updated Survey of GA-Based Multiobiective Optimization Techniques", ACM Computing Surveys. Vol. 32, No. 2, June 2000.
13. Hernandez-Valencia, Enrique, Michael Scholten, and Zhenyu Zhu, "The Generic Framing Procedure", IEEE Communications Magazine. Vol. 40, No. 5, May 2002, pp. 63-79.
14. Chandrakasan, A.P., R. Amirtharaja, S.H. Cho, J. Goodman, G. Konduri, J. Kulik, W. Rabiner, and A. Wang, "Design Considerations for Distributed Microsensor Systems," Proceedings CICC, 1999, pp. 279-286.
15. G A. Mclntyre, "Comprehensive Approach to Sensor Management, Part I: A Survey of Modern Sensor Management Systems", IEEE Transactions on SMC, April 1999.
16. Perillo, M.A. Heinzelman, W.B., "Optimal sensor management under energy and reliability constraints", Wireless Communications and Networking, vol. 3, March, 2003, pg. 1621-1626.
17. Schurgers, C., Tsiatsis, V., Ganeriwal, S., Srivastava, M., "Optimizing sensor networks in the energy-latency-density design space", IEEE Transactions on Mobile Computing, Volume: 1, Issue: 1, Jan.-March 2002, pg. 70-80.
18. Kwang-il Hwang, Jeongsik In, NhoKyung Park, Doo-seop Eom, "A design and implementation of wireless sensor gateway for efficient querying and managing through World Wide Web", IEEE Transactions on Consumer Electronics, Nov. 2003, pg. 1090-1097.
19. Musick, Stan, and Keith Kastella, "Comparison of Sensor Management Strategies for Detection and Classification", 9th National Symposium on Sensor Fusion, Naval Postgraduate School, Monterey, CA, 1996.
20. V. Denton, E. I. Alcaraz, J. Llinas, and K. J. Hintz, "Towards Modern Sensor Management Systems," Chapter 13 in Science of Commandand Control: Part III Coping With Change, AFCEA International Press: Fairfax, VA, 118-134, 1994.
21. L. Rothman and S. Bier, "Evaluation of Sensor Management Systems," Proceedings of the IEEE 1989 National Aerospace and Electronics Conference, NAECON 1989, 4, IEEE: New York, NY, 1747-1752, 1989.
22. Osyczka, A, "Multicriteria Optimization for Engineering Design," Design Optimization, J.S. Gero, Ed. Academic Press, Inc, NY, NY.
23. XiuzhenCheng, Bhagirath Narahari, Rahul Simha, Maggie Xiaoyan Cheng, and Dan Liu, "Strong Minimum Energy Topology in Wireless Sensor Networks: NP-Completeness and Heuristics", IEEE Transactions on Mobile Computing, Vol. 2, No. 3, September, 2003, pp. 248-256.
24. Kalyan Veeramachaneni, Lisa Osadciw, "Design of Distributed Detection Systems with Correlated Heterogenuous Sensors", 45th Annual Allerton Conference, Allerton Park, Illinois, 2007.
25. A.K. Jain, S. Prabhakar, S. Chen, "Combining multiple matchers for a high security fingerprint verification system", Pattern Recognition Letters 20 (11-13) (1999) 1371-1379.
26. Xiuzhen Cheng, Bhagirath Narahari, Rahul Simha, Maggie Xiaoyan Cheng, and Dan Liu, "Strong Minimum Energy Topology in Wireless Sensor Networks: NP-Completeness and Heuristics", IEEE Transactions on Mobile Computing, Vol. 2, No. 3, September, 2003, pp. 248-256.
27. Kennedy, J. and Eberhart, R., "Particle Swarm Optimization", IEEE International Conference on Neural Networks, 1995, Perth, Australia.
28. Kalyan Veeramachaneni, Thanmaya Peram, Chilukuri Mohan, Lisa Ann Osadciw, "Optimization Using Particle Swarm With Near Neighbor Interactions", GECCO, July 12-16, 2003, Chicago, Illinois.
29. Thanmaya Peram, Kalyan Veeramachaneni, Chilukuri Mohan, "Fitness Distance Ratio Based Particle Swarm Optimization", Swarm Intelligence Symposium, April 24-26, 2003, Indianapolis, Indiana.
30. Veeramachaneni, Kalyan, Lisa Osadciw, and Ganapathi Kamath, "Probabilitistically Driven Particle Swarms for Optimization of Multi Valued Discriminant Problems: Design and Analysis", Swarm Intelligence Symposium, April 1-6, 2007, Honolulu, Hawaii.