Value of Information Aware Opportunistic Duty Cycling in Solar Harvesting Sensor Networks

IEEE Transactions on Industrial Informatics

Volumn 12, Issue 1, 2016, Pages 348-360

  Zhang, Jianhui ^a   Li, Zhi ^a   Tang, Shaojie ^b  

^a HANGZHOU DIANZI UNIVERSITY   (China)

^b UNIVERSITY OF TEXAS AT DALLAS   (United States)

Author keywords

Energy Harvesting; Multi armed Budget; Opportunistic Duty cycling; Wireless Sensor Networks

Indexed keywords

BUDGET CONTROL; DIGITAL STORAGE; ENERGY HARVESTING; ENERGY UTILIZATION; SENSOR NODES; SOLAR ENERGY; STOCHASTIC SYSTEMS; WIRELESS SENSOR NETWORKS;

COMPUTATION COSTS; DUTY-CYCLING; HISTORICAL INFORMATION; MULTI-ARMED BUDGET; NETWORK OPERATIONS; STOCHASTIC FEATURES; STORAGE CAPACITY; VALUE OF INFORMATION;

ENERGY EFFICIENCY;

EID: 84962540191     PISSN: 15513203     EISSN: None     Source Type: Journal    
DOI: 10.1109/TII.2015.2508745     Document Type: Article

References (26)

1. Q. Yang, S. He, J. Li, J. Chen, and Y. Sun, "Energy-efficient probabilistic area coverage in wireless sensor networks, " IEEE Trans. Veh. Technol., vol. 64, no. 1, pp. 367-377, Jan. 2015.
2. X. Shen, C. Bo, J. Zhang, S. Tang, X. Mao, and G. Dai, "EFCon: Energy flow control for sustainable wireless sensor networks, " Elsevier Ad Hoc Netw., vol. 11, no. 4, pp. 1421-1431, 2013.
3. B. Buchli, F. Sutton, J. Beutel, and L. Thiele, "Dynamic power management for long-term energy neutral operation of solar energy harvesting systems, " in Proc. 12th Conf. Embedded Netw. Sens. Syst. (SenSys), Memphis, TN, USA, Nov. 3-6, 2014, pp. 31-45.
4. X. Jiang, J. Polastre, and D. Culler, "Perpetual environmentally powered sensor networks, " in Proc. 4th Int. Conf. Inf. Process. Sens. Netw. (IPSN), Los Angeles, CA, USA, Apr. 25-27, 2005, pp. 463-468.
5. G. Ghidini and S. K. Das, "Energy-efficient markov chain-based duty cycling schemes for greener wireless sensor networks, " ACM J. Emerg. Technol. Comput. Syst., vol. 8, no. 4, pp. 29:1-29:32, Nov. 2012.
6. A. Kansal, J. Hsu, S. Zahedi, and M. B. Srivastava, "Power management in energy harvesting sensor networks, " ACM Trans. Embedded Comput. Syst., vol. 6, no. 4, p. 32, 2007.
7. C. Moser, L. Thiele, D. Brunelli, and L. Benini, "Adaptive power management for environmentally powered systems, " IEEE Trans. Comput., vol. 59, no. 4, pp. 478-491, Apr. 2010.
8. Y. Ding, R. Michelson, and C. Stancil, "Battery state of charge detector with rapid charging capability and method, " U. S. Patent 6 094 033, Jul. 25, 2000.
9. T. Zhu, Z. Zhong, Y. Gu, T. He, and Z. L. Zhang, "Leakage-aware energy synchronization for wireless sensor networks, " in Proc. 7th Annu. Int. Conf. Mobile Syst. Appl. Serv. (MobiSys), Jun. 22-25, 2009, pp. 319-332.
10. W. H. R. Chan et al., "Adaptive duty cycling in sensor networks with energy harvesting using continuous-time markov chain and fluid models, " IEEE J. Sel. Areas Commun., vol. 33, no. 12, pp. 2687-2700, Dec. 2015.
11. K. Liu and Q. Zhao, "Distributed learning in multi-armed bandit with multiple players, " IEEE Trans. Signal Process., vol. 58, no. 11, pp. 5667-5681, Nov. 2010.
12. P. Padhy, R. K. Dash, K. Martinez, and N. R. Jennings, "A utility-based adaptive sensing and multihop communication protocol for wireless sensor networks, " ACM Trans. Sens. Netw., vol. 6, no. 3, p. 27, 2010.
13. J. Gittins, K. Glazebrook, and R. Weber, Multi-Armed Bandit Allocation Indices. Hoboken, NJ, USA: Wiley, 2011.
14. R. D. Smallwood and E. J. Sondik, "The optimal control of partially observable markov processes over a finite horizon, " Oper. Res., vol. 21, no. 5, pp. 1071-1088, 1973.
15. R. Kohli, R. Krishnamurti, and P. Mirchandani, "Average performance of greedy heuristics for the integer knapsack problem, " Eur. J. Oper. Res., vol. 154, no. 1, pp. 36-45, 2004.
16. P. Auer, N. Cesa-Bianchi, and P. Fischer, "Finite-time analysis of the multiarmed bandit problem, " Mach. Learn., vol. 47, no. 2, pp. 235-256, 2002.
17. P. R. Kumar and P. Varaiya, Stochastic Systems: Estimation, Identification and Adaptive Control. Englewood Cliffs, NJ, USA: Prentice-Hall, 1986.
18. S. He, J. Chen, D. K. Yau, H. Shao, and Y. Sun, "Energy-efficient capture of stochastic events under periodic network coverage and coordinated sleep, " IEEE Trans. Parallel Distrib. Syst., vol. 23, no. 6, pp. 1090-1102, Jun. 2012.
19. S. He, J. Chen, F. Jiang, D. K. Yau, G. Xing, and Y. Sun, "Energy provisioning in wireless rechargeable sensor networks, " IEEE Trans. Mobile Comput., vol. 12, no. 10, pp. 1931-1942, Oct. 2013.
20. Y. Zhang, S. He, and J. Chen, "Data gathering optimization by dynamic sensing and routing in rechargeable sensor networks, " IEEE/ACM Trans. Netw., Jun. 2015, doi: 10. 1109/TNET. 2015. 2425146, to be published.
21. R. S. Liu, K. W. Fan, Z. Zheng, and P. Sinha, "Perpetual and fair data collection for environmental energy harvesting sensor networks, " IEEE/ACM Trans. Netw., vol. 19, no. 4, pp. 947-960, Aug. 2011.
22. O. Ozel and S. Ulukus, "Achieving AWGN capacity under stochastic energy harvesting, " IEEE Trans. Inf. Theory, vol. 58, no. 10, pp. 6471-6483, Oct. 2012.
23. A. Castagnetti, A. Pegatoquet, Trong Nhan Le, and M. Auguin, "A joint duty-cycle and transmission power management for energy harvesting WSN, " IEEE Trans. Ind. Informat., vol. 10, no. 2, pp. 928-936, May 2014.
24. Z. Li, M. li, and Y. Liu, "Towards energy-fairness in asynchronous dutycycling sensor networks, " in Proc. 31st Annu. IEEE Int. Conf. Comput. Commun. (INFOCOM), Orlando, FL USA, Mar. 25-30, 2012, pp. 801-809.
25. S. Guo, L. He, Y. Gu, B. Jiang, and T. He, "Opportunistic flooding in lowduty-cycle wireless sensor networks with unreliable links, " IEEE Trans. Comput., vol. 63, no. 11, pp. 2787-2802, Nov. 2014.
26. C. M. Vigorito, D. Ganesan, and A. G. Barto, "Adaptive control of duty cycling in energy-harvesting wireless sensor networks, " in Proc. 4th Annu. Commun. Soc. Conf. Sens. Mesh Ad Hoc Commun. Netw. (SECON), San Diego, CA, USA, Jun. 18-21, 2007, pp. 21-30.