Optimal power scheduling for correlated data fusion in wireless sensor networks via constrained PSO

IEEE Transactions on Wireless Communications

Volumn 7, Issue 9, 2008, Pages 3608-3618

  Wimalajeewa, Thakshila ^a,b   Jayaweera, Sudharman K ^a,b  

^a IEEE

^b University of New Mexico   (United States)

Author keywords

Correlated observations; Data fusion; Decentralized detection; Optimal power scheduling; Particle swarm optimization

Indexed keywords

AMPLIFY-AND-FORWARD; CLOSED FORM; CORRELATED DATA; CORRELATED OBSERVATIONS; DECENTRALIZED DETECTION; DISTRIBUTED DETECTION; ERROR PERFORMANCES; ERROR PROBABILITIES; EVOLUTIONARY COMPUTATION; FUSION CENTER; GAUSSIAN; LOCAL PROCESSING; NETWORK POWER; OF SENSORS; OPTIMAL POWER ALLOCATION; OPTIMAL POWER SCHEDULING; PARTICLE SWARM OPTIMIZATION; PARTICLE SWARM OPTIMIZATIONS; POWER ALLOCATION; TOTAL POWER; TRANSMITTING SENSORS; UNIFORM POWER ALLOCATION; UPPER BOUNDS; WIRELESS LINK;

BEAMFORMING; CORRELATION METHODS; DATA FUSION; ENERGY CONSERVATION; EVOLUTIONARY ALGORITHMS; FUSION REACTIONS; NUCLEAR PHYSICS; OPTICAL COMMUNICATION; OPTIMIZATION; PARTICLE SWARM OPTIMIZATION (PSO); POWER QUALITY; PROBABILITY; SCHEDULING; SENSOR NETWORKS; SENSORS; WIRELESS SENSOR NETWORKS; WIRELESS TELECOMMUNICATION SYSTEMS;

SENSOR DATA FUSION;

EID: 52349083573     PISSN: 15361276     EISSN: None     Source Type: Journal    
DOI: 10.1109/TWC.2008.070386     Document Type: Article

References (27)

1. J.-J. Xiao, S. Cui, Z.-Q. Luo, and A. J. Goldsmith, "Joint estimation in sensor networks under energy constraints," in Proc. IEEE first conf. Sensor and Ad Hoc commun, and Networks, Santa Clara, CA, Oct. 2004.
2. L. Snidaro, R. Niu, P. Varshney, and G. L. Foresti, "Sensor fusion for video surveillance," in Proc. 7th Int. Conf. Information Fusion, Stockholm, June 2004.
3. A. Tiwari, F. L. Lewis, and S. S. Ge, "Wireless sensor network for machine condition based maintenance," in Proc. 8th Control, Automation, Robotics and Vision Conference, vol. 1, Dec. 2004, pp. 461-467.
4. J. N. Tsitsiklis, "Decentralized detection," Advances in Statistical Signal Processing, vol. 2, pp. 297-344, 1993.
5. Z. Chair and P. K. Varshney, "Optimall data fusion in multiple sensor detection systems," IEEE Trans. Aerosp. Electron. Syst., vol. AES-22, no. 1, pp. 98-101, Jan. 1986.
6. S. Appadwedula, V. V. Veeravalli, and D. L. Jones, "Energy efficient detection in sensor networks," IEEE J. Select. Areas Commun., vol. 23, no. 4, pp. 693-702, Apr 2005.
7. J. F. Chamberland and V. V. Veeravalli, "Asymptotic results for decentarlized detection in power constrained wireless sensor networks," IEEE J. Select. Areas Commun., vol. 22, no. 6, pp. 1007-1015, Aug. 2004.
8. _, "Decentralized detection in wireless sensor systems with dependent observations," in Proc. Int. Conf. Comput., Commun. and Contr. Technol. (CCCT), Austin, TX, Aug. 2004.
9. _, "The impact of fading on decentralized detection in power constrained wireless sensor networks," in Proc. Acoust., Speech, Signal Processing 2004, vol. 3, 2004, pp. 837-840.
10. S. K. Jayaweera, "Large sensor system performance of decentralized detection in noisy, bandlimited channels," in Proc. IEEE 61st Vehicular Technology Conference (VTC) 2005 Spring, Stockholm, Sweden, May 2005.
11. _, "Bayesian fusion performance and system optimization in distributed stochastic gaussian signal detection under communication constraints," IEEE Trans. Signal Processing., vol. 55, no. 4, pp. 1238-1250, Apr. 2007.
12. _, "Large system decentralized detection performance under communication constraints," IEEE Commun. Lett., vol. 9, pp. 769-771, Sept. 2005.
13. R. Negi and A. Rajeswaran, "Capacity of power constrained ad-hoc networks," in Proc. IEEE Infocom, May 2004, pp. 443-453.
14. K. Altarazi, "Asymptotic fusion performance in a power constrained, distributed wireless sensor network," Master's thesis, Wichita State University, Wichita, KS, Apr. 2006.
15. K. Altarazi, S. K. Jayaweera, and V. Aravinthan, "Performance of decentralized detection in a resource-constrained sensor network," in Proc. 39th Anuual Asilomar Conf. on Signals, Systems and Computers, Pacific Grove, CA, Nov. 2005.
16. X. Zhang, H. V. Poor, and M. Chiang, "Optimal power allocation for distributed detection in wireless sensor networks," IEEE Trans. Signal Processing., Jan. 2007, submitted.
17. A. Krasnopeev, J.-J. Xiao, and Z.-Q. Luo, "Minimum energy decentralized estimation in a wireless sensor network with correlated sensor noises," EURASIP J. Wireless Commun. and Networking, vol. 2005, no. 4, pp. 473-482, 2005.
18. J.-J. Xiao, S. Cui, and A. J. Goldsmith, "Power-efficient analog forwarding transmission in an inhomogeneous gaussian sensor network," in Proc. 6th Workshop on IEEE Signal Processing Advances in Wireless Commun., June 2005, pp. 121-125.
19. K. M. Abadir and J. R. Magnus, Matrix Algebra. New York: Cambridge University Press, 2005.
20. J. Kennedy and W. M. Spears, "Matching algorithms to problems: An experimental test of the particle swarm and some genetic algorithms on multi modal problem generator," in Proc. IEEE Int. Conf. Evolutionary Computation, 1998.
21. J. Kennedy and R. C. Eberhart, "Particle swarm optimization," in Proc. IEEE Conf. Neural Networks IV, Piscataway, NJ, 1995.
22. J. Robinson and Y. R. Samii, "Particle swarm optimization in electromagnetism," IEEE Trans. Antennas Propagat., vol. 52, no. 2, pp. 397-407, Feb. 2004.
23. S. S. Rao, Optimization: Theory and Applications. New Delhi, India: Wiley Eastern Limited, 1995.
24. J. M. Yang, Y. P. Chen, J. T. Horng, and C. Y. Kao, Applying Family Competition to Evolution Strategies for Constrained Optimization. Lecture Notes in Computer Science. Springer-Verlag, 1997.
25. K. E. Parsopoulos and M. N. Vrahatis, Intelligent Technologies: New Trends in Intellegent Technologies, Book Chapter: Particle Swarm Optimization Method for Constrained Optimization Problems: pages 214-220. IOS press, 2002.
26. A. Carlisle and G. Doizier, "An off-the-shelf PSO," in Proc. 2001 Workshop on Particle Swarm Optimization, Indianapolis, IN, 2001.
27. R. C. Eberhart and Y. Shi, "Evolving artificial neural networks," in Proc. 1998 Int. Conf. Neural Networks and Brain, Beijing, P.R.C, 1998.