Skip to main content
Erschienen in: Wireless Networks 7/2017

22.04.2016

Charging utility maximization in wireless rechargeable sensor networks

verfasst von: Xiaoguo Ye, Weifa Liang

Erschienen in: Wireless Networks | Ausgabe 7/2017

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Wireless energy transfer as a promising technology provides an alternative solution to prolong the lifetime of wireless rechargeable sensor networks (WRSNs). In this paper, we study replenishing energy on sensors in a WRSN to shorten energy expiration durations of sensors, by employing a mobile wireless charger to replenish sensors dynamically. We first formulate a novel sensor recharging problem with an objective of maximizing the charging utility of sensors, subject to the total traveling distance of the mobile charger per tour and the charging time window of each to-be-charged sensor. Due to the NP-hardness of the problem, we then propose an approximation algorithm with quasi-polynomial time complexity. In spite of the guaranteed performance ratio of the approximate solution, its time complexity is prohibitively high and may not be feasible in practice. Instead, we devise a fast yet scalable heuristic for the problem in response to dynamic energy consumption of sensors in the network. Furthermore, we also consider the online version of the problem where sensor replenishment is scheduled at every fixed time interval. We finally conduct extensive experiments by simulation to evaluate the performance of the proposed algorithms. Experimental results demonstrate that the proposed algorithms are very promising.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Akyildiz, I. F., Su, W., Sankarasubramaniam, Y., & Cayirci, E. (2002). Wireless sensor networks: A survey. Computer Networks, 38(4), 393–422.CrossRef Akyildiz, I. F., Su, W., Sankarasubramaniam, Y., & Cayirci, E. (2002). Wireless sensor networks: A survey. Computer Networks, 38(4), 393–422.CrossRef
2.
Zurück zum Zitat Yick, J., Mukherjee, B., & Ghosal, D. (2008). Wireless sensor network survey. Computer Networks, 52(12), 2292–2330.CrossRef Yick, J., Mukherjee, B., & Ghosal, D. (2008). Wireless sensor network survey. Computer Networks, 52(12), 2292–2330.CrossRef
3.
Zurück zum Zitat Liang, W., Ren, X., Jia, X., & Xu, X. (2013). Monitoring quality maximization through fair rate allocation in harvesting sensor networks. IEEE Transactions on Parallel and Distributed Systems, 24(9), 1827–1840.CrossRef Liang, W., Ren, X., Jia, X., & Xu, X. (2013). Monitoring quality maximization through fair rate allocation in harvesting sensor networks. IEEE Transactions on Parallel and Distributed Systems, 24(9), 1827–1840.CrossRef
4.
Zurück zum Zitat Tong, B., Wang, G., Zhang, W., & Wang, C. (2011). Node reclamation and replacement for long-lived sensor networks. IEEE Transactions on Parallel and Distributed Systems, 22(9), 1550–1563.CrossRef Tong, B., Wang, G., Zhang, W., & Wang, C. (2011). Node reclamation and replacement for long-lived sensor networks. IEEE Transactions on Parallel and Distributed Systems, 22(9), 1550–1563.CrossRef
5.
Zurück zum Zitat Xu, X., & Liang, W. (2011). Placing optimal number of sinks in sensor networks for network lifetime maximization. In Proceedings of IEEE international conference on communications (ICC), IEEE (pp. 1–6). Xu, X., & Liang, W. (2011). Placing optimal number of sinks in sensor networks for network lifetime maximization. In Proceedings of IEEE international conference on communications (ICC), IEEE (pp. 1–6).
6.
Zurück zum Zitat Yuan, Z., Tan, R., Xing, G., Lu, C., Chen, Y., & Wang, J. (2008). Fast sensor placement algorithms for fusion-based target detection. In Proceedings of real-time systems symposium (RTSS), IEEE (pp. 103–112). Yuan, Z., Tan, R., Xing, G., Lu, C., Chen, Y., & Wang, J. (2008). Fast sensor placement algorithms for fusion-based target detection. In Proceedings of real-time systems symposium (RTSS), IEEE (pp. 103–112).
7.
Zurück zum Zitat Liang, W., Xu, W., Ren, X., Jia, X., & Lin, X. (2014). Maintaining sensor networks perpetually via wireless recharging mobile vehicles. In Proceedings of 39th conference on local computer networks (LCN), IEEE (pp. 270–278). Liang, W., Xu, W., Ren, X., Jia, X., & Lin, X. (2014). Maintaining sensor networks perpetually via wireless recharging mobile vehicles. In Proceedings of 39th conference on local computer networks (LCN), IEEE (pp. 270–278).
8.
Zurück zum Zitat Jiang, X., Polastre, J., & Culler, D. (2005). Perpetual environmentally powered sensor networks. In Proceedings of fourth international symposium on information processing in sensor networks (IPSN), ACM (pp. 463–468). Jiang, X., Polastre, J., & Culler, D. (2005). Perpetual environmentally powered sensor networks. In Proceedings of fourth international symposium on information processing in sensor networks (IPSN), ACM (pp. 463–468).
9.
Zurück zum Zitat Kansal, A., Hsu, J., Zahedi, S., & Srivastava, M. B. (2007). Power management in energy harvesting sensor networks. ACM Transactions on Embedded Computing Systems, 6(4), 32.CrossRef Kansal, A., Hsu, J., Zahedi, S., & Srivastava, M. B. (2007). Power management in energy harvesting sensor networks. ACM Transactions on Embedded Computing Systems, 6(4), 32.CrossRef
10.
Zurück zum Zitat Ren, X., Liang, W., & Xu, W. (2013). Use of a mobile sink for maximizing data collection in energy harvesting sensor networks. In Proceedings of 42nd international conference on parallel processing (ICPP), IEEE (pp. 439–448). Ren, X., Liang, W., & Xu, W. (2013). Use of a mobile sink for maximizing data collection in energy harvesting sensor networks. In Proceedings of 42nd international conference on parallel processing (ICPP), IEEE (pp. 439–448).
11.
Zurück zum Zitat Rahimi, M., Shah, H., Sukhatme, G., Heideman, J., & Estrin, D. (2003). Studying the feasibility of energy harvesting in a mobile sensor network. In Proceedings of international conference on robotics and automation (ICRA), IEEE (Vol. 1, pp. 19–24). Rahimi, M., Shah, H., Sukhatme, G., Heideman, J., & Estrin, D. (2003). Studying the feasibility of energy harvesting in a mobile sensor network. In Proceedings of international conference on robotics and automation (ICRA), IEEE (Vol. 1, pp. 19–24).
12.
Zurück zum Zitat Kurs, A., Karalis, A., Moffatt, R., Joannopoulos, J. D., Fisher, P., & Soljačić, M. (2007). Wireless power transfer via strongly coupled magnetic resonances. Science, 317(5834), 83–86.MathSciNetCrossRef Kurs, A., Karalis, A., Moffatt, R., Joannopoulos, J. D., Fisher, P., & Soljačić, M. (2007). Wireless power transfer via strongly coupled magnetic resonances. Science, 317(5834), 83–86.MathSciNetCrossRef
13.
Zurück zum Zitat Kurs, A., Moffatt, R., & Soljačić, M. (2010). Simultaneous mid-range power transfer to multiple devices. Applied Physics Letters, 96(4), 044102.CrossRef Kurs, A., Moffatt, R., & Soljačić, M. (2010). Simultaneous mid-range power transfer to multiple devices. Applied Physics Letters, 96(4), 044102.CrossRef
14.
Zurück zum Zitat Shi, Y., Xie, L., Hou, Y. T., & Sherali, H. D. (2011). On renewable sensor networks with wireless energy transfer. In Proceedings of INFOCOM, IEEE (pp. 1350–1358). Shi, Y., Xie, L., Hou, Y. T., & Sherali, H. D. (2011). On renewable sensor networks with wireless energy transfer. In Proceedings of INFOCOM, IEEE (pp. 1350–1358).
15.
Zurück zum Zitat Xie, L., Shi, Y., Hou, Y. T., Lou, W., Sherali, H. D., & Midkiff, S. F. (2012). On renewable sensor networks with wireless energy transfer: The multi-node case. In Proceedings of 9th annual IEEE communications society conference on sensor, mesh and ad hoc communications and networks (SECON), IEEE (pp. 10–18). Xie, L., Shi, Y., Hou, Y. T., Lou, W., Sherali, H. D., & Midkiff, S. F. (2012). On renewable sensor networks with wireless energy transfer: The multi-node case. In Proceedings of 9th annual IEEE communications society conference on sensor, mesh and ad hoc communications and networks (SECON), IEEE (pp. 10–18).
16.
Zurück zum Zitat Xie, L., Shi, Y., Hou, Y. T., Lou, W., Sherali, H. D., & Midkiff, S. F. (2013). Bundling mobile base station and wireless energy transfer: Modeling and optimization. In Proceedings of INFOCOM, IEEE (pp. 1636–1644). Xie, L., Shi, Y., Hou, Y. T., Lou, W., Sherali, H. D., & Midkiff, S. F. (2013). Bundling mobile base station and wireless energy transfer: Modeling and optimization. In Proceedings of INFOCOM, IEEE (pp. 1636–1644).
17.
Zurück zum Zitat Xie, L., Shi, Y., Hou, Y. T., Lou, W., & Sherali, H. D. (2013). On traveling path and related problems for a mobile station in a rechargeable sensor network. In Proceedings of fourteenth ACM international symposium on mobile ad hoc networking and computing, ACM (pp. 109–118). Xie, L., Shi, Y., Hou, Y. T., Lou, W., & Sherali, H. D. (2013). On traveling path and related problems for a mobile station in a rechargeable sensor network. In Proceedings of fourteenth ACM international symposium on mobile ad hoc networking and computing, ACM (pp. 109–118).
18.
Zurück zum Zitat Guo, S., Wang, C., & Yang, Y. (2013). Mobile data gathering with wireless energy replenishment in rechargeable sensor networks. In Proceedings of INFOCOM, IEEE (pp. 1932–1940). Guo, S., Wang, C., & Yang, Y. (2013). Mobile data gathering with wireless energy replenishment in rechargeable sensor networks. In Proceedings of INFOCOM, IEEE (pp. 1932–1940).
19.
Zurück zum Zitat Zhao, M., Li, J., & Yang, Y. (2011). Joint mobile energy replenishment and data gathering in wireless rechargeable sensor networks. In Proceedings of 23rd international teletraffic congress (ITC), IEEE (pp. 238–245). Zhao, M., Li, J., & Yang, Y. (2011). Joint mobile energy replenishment and data gathering in wireless rechargeable sensor networks. In Proceedings of 23rd international teletraffic congress (ITC), IEEE (pp. 238–245).
20.
Zurück zum Zitat Xu, W., Liang, W., Lin, X., Mao, G., & Ren, X. (2014). Towards perpetual sensor networks via deploying multiple mobile wireless chargers. In Proceedings of 43rd international conference on parallel processing (ICPP), IEEE (pp. 80–89). Xu, W., Liang, W., Lin, X., Mao, G., & Ren, X. (2014). Towards perpetual sensor networks via deploying multiple mobile wireless chargers. In Proceedings of 43rd international conference on parallel processing (ICPP), IEEE (pp. 80–89).
21.
Zurück zum Zitat Ren, X., Liang, W., & Xu, W. (2014). Maximizing charging throughput in rechargeable sensor networks. In Proceedings of 23rd international conference on computer communication and networks (ICCCN), IEEE (pp. 1–8). Ren, X., Liang, W., & Xu, W. (2014). Maximizing charging throughput in rechargeable sensor networks. In Proceedings of 23rd international conference on computer communication and networks (ICCCN), IEEE (pp. 1–8).
22.
Zurück zum Zitat Li, Z., Peng, Y., Zhang, W., & Qiao, D. (2011). J-RoC: A joint routing and charging scheme to prolong sensor network lifetime. In Proceedings of 19th international conference on network protocols (ICNP), IEEE (pp. 373–382). Li, Z., Peng, Y., Zhang, W., & Qiao, D. (2011). J-RoC: A joint routing and charging scheme to prolong sensor network lifetime. In Proceedings of 19th international conference on network protocols (ICNP), IEEE (pp. 373–382).
23.
Zurück zum Zitat Ren, X., Liang, W., & Xu, W. (2015). Quality-aware target coverage in energy harvesting sensor networks. IEEE Transactions on Emerging Topics in Computing, 3(1), 8–21.CrossRef Ren, X., Liang, W., & Xu, W. (2015). Quality-aware target coverage in energy harvesting sensor networks. IEEE Transactions on Emerging Topics in Computing, 3(1), 8–21.CrossRef
24.
Zurück zum Zitat Chekuri, C., & Pál, M. (2005). A recursive greedy algorithm for walks in directed graphs. In Proceedings of 46th annual symposium on foundations of computer science (FOCS), IEEE (pp. 245–253). Chekuri, C., & Pál, M. (2005). A recursive greedy algorithm for walks in directed graphs. In Proceedings of 46th annual symposium on foundations of computer science (FOCS), IEEE (pp. 245–253).
25.
Zurück zum Zitat Christofides, N. (1976). Worst-case analysis of a new heuristic for the traveling salesman problem. Technical Reports 388, Management Sciences Research Group, Carnegie-Mellon University, Pittsburgh PA. Christofides, N. (1976). Worst-case analysis of a new heuristic for the traveling salesman problem. Technical Reports 388, Management Sciences Research Group, Carnegie-Mellon University, Pittsburgh PA.
Metadaten
Titel
Charging utility maximization in wireless rechargeable sensor networks
verfasst von
Xiaoguo Ye
Weifa Liang
Publikationsdatum
22.04.2016
Verlag
Springer US
Erschienen in
Wireless Networks / Ausgabe 7/2017
Print ISSN: 1022-0038
Elektronische ISSN: 1572-8196
DOI
https://doi.org/10.1007/s11276-016-1271-6

Weitere Artikel der Ausgabe 7/2017

Wireless Networks 7/2017 Zur Ausgabe

Neuer Inhalt