Adaptation of sampling in target tracking sensor networks

Proceedings - 2010 IEEE International Conference on Wireless Communications, Networking and Information Security, WCNIS 2010

Volumn , Issue , 2010, Pages 301-305

  Rahimi, Mohammad ^a   Safabakhsh, Reza ^a  

^a AMIRKABIR UNIVERSITY OF TECHNOLOGY   (Iran)

Author keywords

Adaptive sampling; Evolutionary strategy; Reinforcement learning; Sensor networks; Target tracking

Indexed keywords

ADAPTIVE SAMPLING; ADAPTIVE SAMPLING ALGORITHMS; ENERGY CONSUMPTION; EVOLUTIONARY STRATEGIES; EXPERIMENTAL EVALUATION; FITNESS FUNCTIONS; OBJECTIVE FUNCTIONS; PREDICTION ERRORS; SAMPLING RATES; TARGET TRACKING SENSOR NETWORKS;

ADAPTIVE ALGORITHMS; ENERGY UTILIZATION; EVOLUTIONARY ALGORITHMS; FUNCTION EVALUATION; REINFORCEMENT LEARNING; SECURITY OF DATA; SENSOR NETWORKS; WIRELESS NETWORKS; WIRELESS TELECOMMUNICATION SYSTEMS;

TARGET TRACKING;

EID: 77957659737     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WCINS.2010.5541942     Document Type: Conference Paper

References (14)

1. C. C. Chen, E. Sea, H. Kim, and H. Luo, "Self-Learning Collision Avoidance for Wireless Networks, " in 25th IEEE International Conference on Computer Communications (INFOCOM 2006): IEEE, 2006.
2. A Muttreja, A. Raghunathan, S. Ravi, and N. K. Jha, "Active Learning Driven Data Acquisition for Sensor Networks, " in Proceedings of the 11th IEEE Symposium on Computers and Communications. 2006.
3. A. Marbini and L. Sacks, "Adaptive sampling mechanisms in sensor networks, " in London Communications Symposium. 2003.
4. I. Ragoler, Y. Matias, and N. Aviram, "Adaptive Probing and Communication in Sensor Networks, " Lecture Notes in Computer Science, 2004.
5. A. Jain and E. Y. Chang. "Adaptive sampling for sensor networks." in Proceeedings of the 1st international workshop on Data management for sensor networks: in conjunction with VI-DB 2004, 2004.
6. S. Tilak, V. Kolar, N. B. Abu-Ghazaleh and K-D. Kang. "Dynamic localization control for mobile sensor networks, " in 24th IERE International Performance, Computing, and Communications Conference, IPCCC 2005: IEEE, 2005, .
7. J. Yick, B. Mukherjee and D. Ghosal. "Distributed target tracking and boundary estimation in wireless sensor networks, " International Journal of Autonomous and Adaptive Communications Systems, vol. 1, 2008, .
8. P. Padhy, R. K Dash, K. Martinez and N. R. Jennings. "A utility-based sensing and communication model for a glacial sensor network, " in Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems, 2006, .
9. R. Willett, A. Martin, and R, Nowak, "Back casting: adaptive sampling for sensor networks." in Proceedings of the 3rd international symposium on Information processing in sensor networks: ACM, 2004, .
10. A. Anthony, "A comparison of agent paradigms for resource management in distributed sensor networks." in Computer Engineering. vol. Phd: The University of Alabama. 2007.
11. M. A. Batalin, M. Rahimi, Y. Yu, D. Liu, A. Kansal, G. S. Sukhatme, W. J. Kaiser, M. Hansen, G. J. Pottie, M. Srivastava and D. Estrin. "Call and response: experiments in sampling the environment, " in Proceedings of the 2nd international conference on Embedded networked sensor systems. 2004.
12. H. G. Beyer and H. P. Schwefel. "Evolutionary Computation: Basic algorithms and operators." NATURAL COMPUTING, vol. 1.2002.
13. K. S. Narendra and M.A.L. Thathachar, Learning automata: An introduction: Prentice Hall. 1989.
14. "J-Sim, Java based network simulator, http://www.j-sim.org/".