Optimal estimation in wireless sensor networks with energy harvesting

IEEE Transactions on Vehicular Technology

Volumn 65, Issue 11, 2016, Pages 9386-9396

  Zhou, Hongkuan ^a   Jiang, Tao ^a   Gong, Chen ^b   Zhou, Yang ^c,d  

^a HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

^b UNIVERSITY OF SCIENCE AND TECHNOLOGY OF CHINA   (China)

^c HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

^d The 28th Research Institute of CETC   (China)

Author keywords

Deterministic energy model; energy harvesting (EH); stochastic energy model; wireless sensor networks

Indexed keywords

ENERGY HARVESTING; MEAN SQUARE ERROR; SENSOR NODES; STOCHASTIC MODELS; STOCHASTIC SYSTEMS;

ENERGY MODEL; MEAN SQUARE ERROR MINIMIZATIONS (MSE); MINIMIZATION PROBLEMS; MULTIPLE ESTIMATION; OPTIMAL ESTIMATIONS; OPTIMAL SOLUTIONS; OPTIMIZATION TECHNIQUES; SOURCE ESTIMATION;

WIRELESS SENSOR NETWORKS;

EID: 85012272889     PISSN: 00189545     EISSN: None     Source Type: Journal    
DOI: 10.1109/TVT.2016.2519918     Document Type: Article

References (19)

1. D. Niyato and P. Wang, "Delay-limited communications of mobile node with wireless energy harvesting: Performance analysis and optimization, " IEEE Trans. Veh. Technol., vol. 63, no. 4, pp. 1870-1885, May 2014.
2. Y. Zhou, C. Huang, T. Jiang, and S. Cui, "Wireless sensor networks and the Internet of things: Optimal estimation with nonuniform quantization and bandwidth allocation, " IEEE Sens. J., vol. 13, no. 10, pp. 3568-3574, Oct. 2013.
3. J. Yang and S. Ulukus, "Optimal packet scheduling in an energy harvesting communication system, " IEEE Trans. Commun., vol. 60, no. 1, pp. 220-230, Jan. 2012.
4. C. K. Ho and R. Zhang, "Optimal energy allocation for wireless communications with energy harvesting constraints, " IEEE Trans. Signal Process., vol. 60, no. 9, pp. 4808-4818, Sep. 2012.
5. S. Cui, J. Xiao, A. J. Goldsmith, Z. Luo, and H. V. Poor, "Estimation diversity and energy efficiency in distributed sensing, " IEEE Trans. Signal Process., vol. 55, no. 9, pp. 4683-4695, Sep. 2007.
6. J. Xiao, S. Cui, Z. Luo, and A. J. Goldsmith, "Power scheduling of universal decentralized estimation in sensor networks, " IEEE Trans. Signal Process., vol. 54, no. 2, pp. 413-422, Feb. 2006.
7. J. Li and G. AlRegib, "Rate-constrained distributed estimation in wireless sensor networks, " IEEE Trans. Signal Process., vol. 55, no. 5, pp. 1634-1643, May 2007.
8. M. Ku, Y. Chen, and K. Liu, "Data-driven stochastic models and policies for energy harvesting sensor communications, " IEEE J. Sel. Areas Commun., vol. 33, no. 8, pp. 1505-1520, Aug. 2015.
9. V. Sharma, U. Mukherji, V. Joseph, and S. Gupta, "Optimal energy management policies for energy harvesting sensor nodes, " IEEE Trans. Wireless Commun., vol. 9, no. 4, pp. 1326-1336, Apr. 2010.
10. A. Nayyer, T. Basar, D. Teneketzis, and V. V. Veeravalli, "Optimal strategies for communication and remote estimation with an energy harvesting sensor, " IEEE Trans. Autom. Control, vol. 58, no. 9, pp. 2246-2260, Sep. 2013.
11. M. Nourian, A. Leong, and S. Dey, "Optimal energy allocation for kalman filtering over packet dropping links with imperfect acknowledgments and energy harvesting constraints, " IEEE Trans. Autom. Control, vol. 59, no. 8, pp. 2128-2143, Aug. 2014.
12. A. Fu, E. Modiano, and J. N. Tsitsiklis, "Optimal transmission scheduling over a fading channel with energy and deadline constraints, " IEEE Trans. Wireless Commun., vol. 5, no. 3, pp. 630-641, Nov. 2006.
13. E. Uysal-Biyikoglu and A. El Gamal, "On adaptive transmission for energy efficiency in wireless data networks, " IEEE Trans. Inf. Theory, vol. 50, no. 12, pp. 3081-3094, Dec. 2004.
14. S. Boyd and L. Vandenberghe, Convex Optimization. Cambridge, U.K.: Cambridge Univ. Press, 2004.
15. M. Neely, Stochastic Network Optimization With Application to Communication and Queueing Systems. San Rafael, CA, USA: Morgan & Claypool, 2010.
16. M. Nourian, S. Dey, and A. Ahlen, "Distortion minimization in multisensor estimation with energy harvesting, " IEEE J. Sel. Areas Commun., vol. 33, no. 3, pp. 524-539, Mar. 2015.
17. E. N. Gilbert, "Capacity of a burst-noise channel, " Bell Syst. Tech. J., vol. 39, no. 5, pp. 1253-1265, Sep. 1960.
18. J. Mendel, Lessons in Estimation Theory for Signal Processing, Communications, and Control. Englewood Cliffs, NJ, USA: Prentice Hall, 1995.
19. P. J. van Laarhoven and E. H. Aarts, Simulated Annealing: Theory and Applications. New York, NY, USA: Springer-Verlag, 1987.