Energy-efficient organization of wireless sensor networks with adaptive forecasting

Sensors

Volumn 8, Issue 4, 2008, Pages 2604-2616

  Wang, Xue ^a   Wang, Sheng ^a   Ma, Jun Jie ^a   Bi, Dao Wei ^a  

^a TSINGHUA UNIVERSITY   (China)

Author keywords

Ant colony optimization; Energy efficiency; Target forecast; Wireless sensor networks

Indexed keywords

ADAPTIVE FORECASTING; AUTOREGRESSIVE MOVING AVERAGE MODEL; COLLABORATIVE SENSING; COMMUNICATION ENERGY CONSUMPTION; ENERGY CONSTRAINT; MULTI-SENSOR FUSION; TARGET LOCALIZATION; TARGET TRAJECTORY;

ALGORITHMS; ANT COLONY OPTIMIZATION; ARTIFICIAL INTELLIGENCE; DATA FUSION; ENERGY EFFICIENCY; ENERGY UTILIZATION; FORECASTING; RADIAL BASIS FUNCTION NETWORKS; TARGET TRACKING; WIRELESS SENSOR NETWORKS;

SENSOR NODES;

EID: 43049145002     PISSN: 14248220     EISSN: None     Source Type: Journal    
DOI: 10.3390/s8042604     Document Type: Article

References (11)

1. Sinha, A. Dynamic power management in wireless sensor networks. IEEE Design and Test of Computers 2001, 18, 62-74.
2. Duh, F.B.; Lin, C.T. Tracking a maneuvering target using neural fuzzy network. IEEE Transactions on System, Man, and Cybernetics 2004, 34, 16-33.
3. Wang, X.; Wang, S.; Ma, J. An improved particle filter for target tracking in sensor system. Sensors 2007, 7, 144-156.
4. Oshman, Y.; Davidson, P.: Optimization of observer trajectories for bearings-only target localization. IEEE Transactions on Aerospace and Electronic Systems 1999, 35, 892-902.
5. Zhang, H. Optimal and self-tuning State estimation for singular stochastic systems: a polynomial equation approach. IEEE Transactions on Circuits and Systems 2004, 51, 327-333.
6. Lee, M.J.; Choi, Y.K. An adaptive neurocontroller using RBFN for robot manipulators. IEEE Transactions on Industrial Electronics 2004, 51, 711-717.
7. Zecchin, A.C. Parametric study for an ant algorithm applied to water distribution system optimization. IEEE Transactions on Evolutionary Computation 2005, 9, 175-191.
8. Wang, X.; Wang, S. Collaborative signal processing for target tracking in distributed wireless sensor networks. Journal of Parallel and Distributed Computing 2007, 67, 501-515.
9. Wang, X.; Ma, J.; Wang, S.; Bi, D. Prediction-based dynamic energy management in wireless sensor networks. Sensors 2007, 7, 251-266.
10. Biscainho, L.W.P. AR model estimation from quantized signals. IEEE Signal Processing Letters 2004, 11, 183-185.
11. Haykin, S. Neural Networks: a Comprehensive Foundation; Prentice Hall: NJ, USA; 1999.