Extending wireless rechargeable sensor network life without full knowledge

Sensors (Switzerland)

Volumn 17, Issue 7, 2017, Pages

  Najeeb, Najeeb W ^a   Detweiler, Carrick ^a  

^a UNIVERSITY OF NEBRASKA LINCOLN   (United States)

Author keywords

Charging algorithm; No knowledge charging; Unmanned aerial vehicle; Wireless power transfer; Wireless recharging sensor network

Indexed keywords

ENERGY TRANSFER; SENSOR NETWORKS; SENSOR NODES; UNMANNED AERIAL VEHICLES (UAV);

CHARGING ALGORITHM; NETWORK PARAMETERS; POWER LEVELS; PROBABILISTIC ALGORITHM; PROBABILITY BOUND; REAL-WORLD; RECHARGEABLE SENSOR NETWORKS; WIRELESS POWER TRANSFER;

WIRELESS SENSOR NETWORKS;

EID: 85025168699     PISSN: 14248220     EISSN: None     Source Type: Journal    
DOI: 10.3390/s17071642     Document Type: Article

References (53)

1. Tong, B.; Li, Z.; Wang, G.; Zhang, W. On-Demand Node Reclamation and Replacement for Guaranteed Area Coverage in Long-Lived Sensor Networks. In Quality of Service in Heterogeneous Networks, Proceedings of the 6th International ICST Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness, QShine 2009 and 3rd International Workshop on Advanced Architectures and Algorithms for Internet Delivery and Applications, Las Palmas, Gran Canaria, 23–25 November 2009; Springer: Berlin/Heidelberg, Germany, 2009; pp. 148–166.
2. Elkin, C.; Kumarasiri, R.; Rawat, D.B.; Devabhaktuni, V. Localization in wireless sensor networks: A Dempster-Shafer evidence theoretical approach. Ad Hoc Netw. 2017, 54, 30–41.
3. 2C: A holistic approach to prolong the sensor network lifetime. In Proceedings of the 2013 IEEE INFOCOM, Turin, Italy, 14–19 April 2013; pp. 2670–2678.
4. Hsu, C.C.; Kuo, M.S.; Wang, S.C.; Chou, C.F. Joint Design of Asynchronous Sleep-Wake Scheduling and Opportunistic Routing in Wireless Sensor Networks. IEEE Trans. Comput. 2014, 63, 1840–1846.
5. He, Y.; Cheng, X.; Peng, W.; Stuber, G.L. A survey of energy harvesting communications: Models and offline optimal policies. IEEE Commun. Mag. 2015, 53, 79–85.
6. Tong, B.; Wang, G.; Zhang, W.; Wang, C. Node Reclamation and Replacement for Long-Lived Sensor Networks. IEEE Trans. Parallel Distrib. Syst. 2011, 22, 1550–1563.
7. Xie, L.; Shi, Y.; Hou, Y.T.; Sherali, H.D. Making Sensor Networks Immortal: An Energy-Renewal Approach With Wireless Power Transfer. IEEE/ACM Trans. Netw. 2012, 20, 1748–1761.
8. Detweiler, C.; Eiskamp, M.; Griffin, B.; Johnson, J.; Leng, J.; Mittleider, A.; Basha, E. Unmanned Aerial Vehicle-Based Wireless Charging of Sensor Networks. In Wireless Power Transfer Algorithms, Technologies and Applications in Ad Hoc Communication Networks; Nikoletseas, S., Yang, Y., Georgiadis, A., Eds.; Springer International Publishing: Cham, Switzerland, 2016; pp. 433–464.
9. Xie, L.; Shi, Y.; Hou, Y.T.; Lou, W.; Sherali, H.D.; Midkiff, S.F. On renewable sensor networks with wireless energy transfer: The multi-node case. In Proceedings of the 2012 9th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks (SECON), Seoul, Korea, 18–21 June 2012; pp. 10–18.
10. Zhang, S.; Wu, J.; Lu, S. Collaborative mobile charging for sensor networks. In Proceedings of the 2012 IEEE 9th International Conference on Mobile Ad-Hoc and Sensor Systems (MASS 2012), Las Vegas, NV, USA, 8–11 October 2012; pp. 84–92.
11. Li, Z.; Peng, Y.; Zhang, W.; Qiao, D. J-RoC: A Joint Routing and Charging scheme to prolong sensor network lifetime. In Proceedings of the 2011 19th IEEE International Conference on Network Protocols, Vancouver, BC, Canada, 17–20 October 2011; pp. 373–382.
12. Peng, Y.; Li, Z.; Zhang, W.; Qiao, D. Prolonging Sensor Network Lifetime Through Wireless Charging. In Proceedings of the 2010 31st IEEE Real-Time Systems Symposium, San Diego, CA, USA, 30 November–3 December 2010; pp. 129–139.
13. Nguyen, N.T.; Liu, B.H.; Pham, V.T.; Huang, C.Y. Network Under Limited Mobile Devices: A New Technique for Mobile Charging Scheduling With Multiple Sinks. IEEE Syst. J. 2017, 99, 1–11.
14. Li, C.; Zhang, H.; Hao, B.; Li, J. A Survey on Routing Protocols for Large-Scale Wireless Sensor Networks. Sensors 2011, 11, 3498–3526.
15. Kunduraci, M. Dealloying technique in the synthesis of lithium-ion battery anode materials. J. Solid State Electrochem. 2016, 20, 2105–2111.
16. Guo, S.; Wang, F.; Yang, Y.; Xiao, B. Energy-Efficient Cooperative Tfor Simultaneous Wireless Information and Power Transfer in Clustered Wireless Sensor Networks. IEEE Trans. Commun. 2015, 63, 4405–4417.
17. Griffin, B.; Detweiler, C. Resonant wireless power transfer to ground sensors from a UAV. In Proceedings of the 2012 IEEE International Conference on Robotics and Automation, Saint Paul, MN, USA, 14–18 May 2012; pp. 2660–2665.
18. Sawada, J.; Kusumoto, K.; Maikawa, Y.; Munakata, T.; Ishikawa, Y. A mobile robot for inspection of power transmission lines. IEEE Trans. Power Deliv. 1991, 6, 309–315.
19. Sabato, A.; Niezrecki, C.; Fortino, G. Wireless MEMS-Based Accelerometer Sensor Boards for Structural Vibration Monitoring: A Review. IEEE Sens. J. 2017, 17, 226–235.
20. Moreu, F.; Kim, R.E.; Spencer, B.F. Railroad bridge monitoring using wireless smart sensors. Struct. Control Health Monit. 2017, 24, doi:10.1002/stc.1863.
21. Freitas, R.S.; Silva, G.A.C.; Soares, E.E.M.; Ferrão, E.F.; Costa, R.R. State of the Art and Conceptual Design of Robotic Solutions for In Situ Hard Coating of Hydraulic Turbines. J. Control Autom. Electr. Syst. 2017, 28, 105–113.
22. Wattenhofer, R.; Li, L.; Bahl, P.; Wang, Y.M. Distributed Topology Control for Power Efficient Operation in Multihop Wireless Ad Hoc Networks. In Proceedings of the IEEE INFOCOM 2001 Conference on Computer Communications. Twentieth Annual Joint Conference of the IEEE Computer and Communications Society, Anchorage, AK, USA, 22–26 April 2001; Volume 3, pp. 1388–1397.
23. Najimi, M.; Ebrahimzadeh, A.; Andargoli, S.M.H.; Fallahi, A. Lifetime Maximization in Cognitive Sensor Networks Based on the Node Selection. IEEE Sens. J. 2014, 14, 2376–2383.
24. Alippi, C.; Galperti, C. An Adaptive System for Optimal Solar Energy Harvesting in Wireless Sensor Network Nodes. IEEE Trans. Circuits Syst. I Regul. Pap. 2008, 55, 1742–1750.
25. Weimer, M.A.; Paing, T.S.; Zane, R.A. Remote area wind energy harvesting for low-power autonomous sensors. In Proceedings of the 2006 37th IEEE Power Electronics Specialists Conference, Jeju, Korea, 18–22 June 2006; pp. 1–5.
26. Ottman, G.K.; Hofmann, H.F.; Bhatt, A.C.; Lesieutre, G.A. Adaptive piezoelectric energy harvesting circuit for wireless remote power supply. IEEE Trans. Power Electr. 2002, 17, 669–676.
27. Stordeur, M.; Stark, I. Low power thermoelectric generator-self-sufficient energy supply for micro systems. In Proceedings of the XVI International Conference on Thermoelectrics, Dresden, Germany, 26–29 August 1997; pp. 575–577.
28. Sudevalayam, S.; Kulkarni, P. Energy Harvesting Sensor Nodes: Survey and Implications. IEEE Commun. Surv. Tutor. 2011, 13, 443–461.
29. Kansal, A.; Hsu, J.; Zahedi, S.; Srivastava, M.B. Power Management in Energy Harvesting Sensor Networks. ACM Trans. Embed. Comput. Syst. 2007, 6, doi:10.1145/1274858.1274870.
30. Shu, Y.; Cheng, P.; Gu, Y.; Chen, J.; He, T. Minimizing communication delay in RFID-based wireless rechargeable sensor networks. In Proceedings of the 2014 Eleventh Annual IEEE International Conference on Sensing, Communication, and Networking (SECON), Singapore, 30 June–3 July 2014; pp. 441–449.
31. Nimo, A.; Grgić, D.; Reindl, L.M. Optimization of Passive Low Power Wireless Electromagnetic Energy Harvesters. Sensors 2012, 12, 13636–13663.
32. Nimo, A.; Beckedahl, T.; Ostertag, T.; Reindl, L. Analysis of Passive RF-DC Power Rectification and Harvesting Wireless RF Energy for Micro-watt Sensors. AIMS Energy 2015, 3, 184.
33. Xie, L.; Shi, Y.; Hou, Y.T.; Lou, W.; Sherali, H.D.; Midkiff, S.F. Multi-node Wireless Energy Charging in Sensor Networks. IEEE/ACM Trans. Netw. 2015, 23, 437–450.
34. Federal Communications Commission (FCC). Radio Frequency Safety. 1996. Available online: https://www.fcc.gov/general/radio-frequency-safety-0 (accessed on 16 May 2017).
35. He, S.; Chen, J.; Jiang, F.; Yau, D.K.Y.; Xing, G.; Sun, Y. Energy Provisioning in Wireless Rechargeable Sensor Networks. IEEE Trans. Mob. Comput. 2013, 12, 1931–1942.
36. Chiu, T.C.; Shih, Y.Y.; Pang, A.C.; Jeng, J.Y.; Hsiu, P.C. Mobility-aware charger deployment for wireless rechargeable sensor networks. In Proceedings of the 2012 14th Asia-Pacific Network Operations and Management Symposium (APNOMS), Seoul, Korea, 25–27 September 2012; pp. 1–7.
37. Dai, H.; Xu, L.; Wu, X.; Dong, C.; Chen, G. Impact of mobility on energy provisioning in wireless rechargeable sensor networks. In Proceedings of the 2013 IEEE Wireless Communications and Networking Conference (WCNC), Shanghai, China, 7–10 April 2013; pp. 962–967.
38. Chen, T.Y.; Wei, H.W.; Cheng, Y.C.; Shih, W.K.; Chen, H.Y. An Efficient Routing Algorithm to Optimize the Lifetime of Sensor Network Using Wireless Charging Vehicle. In Proceedings of the 2014 IEEE 11th International Conference on Mobile Ad Hoc and Sensor Systems, Philadelphia, PA, USA, 28–30 October 2014; pp. 501–502.
39. Wang, C.; Li, J.; Ye, F.; Yang, Y. Multi-vehicle Coordination for Wireless Energy Replenishment in Sensor Networks. In Proceedings of the 2013 IEEE 27th International Symposium on Parallel and Distributed Processing, Boston, MA, USA, 20–24 May 2013; pp. 1101–1111.
40. Fu, L.; Cheng, P.; Gu, Y.; Chen, J.; He, T. Optimal Charging in Wireless Rechargeable Sensor Networks. IEEE Trans. Veh. Technol. 2016, 65, 278–291.
41. Dai, H.; Wu, X.; Xu, L.; Chen, G.; Lin, S. Using Minimum Mobile Chargers to Keep Large-Scale Wireless Rechargeable Sensor Networks Running Forever. In Proceedings of the 22nd International Conference on Computer Communication and Networks (ICCCN), Nassau, Bahamas, 30 July–2 August 2013; pp. 1–7.
42. Dai, H.; Wu, X.; Chen, G.; Xu, L.; Lin, S. Minimizing the number of mobile chargers for large-scale wireless rechargeable sensor networks. Comput. Commun. 2014, 46, 54–65.
43. Li, J.; Zhao, M.; Yang, Y. OWER-MDG: A novel energy replenishment and data gathering mechanism in wireless rechargeable sensor networks. In Proceedings of the 2012 IEEE Global Communications Conference (GLOBECOM), Anaheim, CA, USA, 3–7 December 2012; pp. 5350–5355.
44. Zhao, M.; Li, J.; Yang, Y. Joint Mobile Energy Replenishment and Data Gathering in Wireless Rechargeable Sensor Networks. In Proceedings of the 23rd International Teletraffic Congress. International Teletraffic Congress, San Francisco, CA, USA, 6–9 September 2011; pp. 238–245.
45. Liu, B.H.; Nguyen, N.T.; Pham, V.T.; Lin, Y.X. Novel methods for energy charging and data collection in wireless rechargeable sensor networks. Int. J. Commun. Syst. 2017, 30, e3050.
46. Wang, C.; Yang, Y.; Li, J. Stochastic mobile energy replenishment and adaptive sensor activation for perpetual wireless rechargeable sensor networks. In Proceedings of the 2013 IEEE Wireless Communications and Networking Conference (WCNC), Shanghai, China, 7–10 April 2013; pp. 974–979.
47. Gelenbe, E.; Gesbert, D.; Gunduz, D.; Külah, H.; Uysal-Biyikoglu, E. Energy harvesting communication networks: Optimization and demonstration (the E-CROPS project). In Proceedings of the 2013 24th Tyrrhenian International Workshop on Digital Communications—Green ICT (TIWDC), Genoa, Italy, 23–25 September 2013; pp. 1–6.
48. Angelopoulos, C.M.; Nikoletseas, S.; Raptis, T.P. Wireless energy transfer in sensor networks with adaptive, limited knowledge protocols. Comput. Netw. 2014, 70, 113–141.
49. Madhja, A.; Nikoletseas, S.; Raptis, T.P. Distributed wireless power transfer in sensor networks with multiple Mobile Chargers. Comput. Netw. 2015, 80, 89–108.
50. Adamczak, R. A tail inequality for suprema of unbounded empirical processes with applications to Markov chains. Electron. J. Probab. 2008, 13, 1000–1034.
51. Chernoff, H. A Measure of Asymptotic Efficiency for Tests of a Hypothesis Based on the sum of Observations. Ann. Math. Stat. 1952, 23, 493–507.
52. Hoeffding, W. Probability Inequalities for Sums of Bounded Random Variables. J. Am. Stat. Assoc. 1963, 58, 13–30.
53. Istomin, T.; Murphy, A.L.; Picco, G.P.; Raza, U. Data Prediction + Synchronous Transmissions = Ultra-low Power Wireless Sensor Networks. In Proceedings of the 14th ACM Conference on Embedded Network Sensor Systems CD-ROM, Stanford, CA, USA, 14–16 November 2016; ACM: New York, NY, USA, 2016; pp. 83–95.