Skip to main content
Top
Published in: Cluster Computing 3/2019

02-12-2017

Mobile sink discovery mechanism in wireless sensor networks with duty cycles

Authors: Yifeng Jiang, Ranran Liu, Enxing Zheng

Published in: Cluster Computing | Special Issue 3/2019

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Wireless sensor network (WSN) is a multi-hop, self-organizing distributed network system composed of multiple micro-sensors through wireless communication. There are problems such as energy holes and transmission link interruption due to node failure for multi-hop mode of data transmission. Mobile sink (MS) supports data forwarding and collection to avoid multi-hop transmission, extending network life by saving network energy. In the work, we discussed transmission energy and delay problems of data collection by MS in WSN with duty cycle. Based on fixed MS moving speed and regular transmission performance, the network life cycle was maximized to propose an asynchronous path independent energy efficient algorithm irrelevant to the path. After that, the efficiency of the protocol was verified by experiments.

Dont have a licence yet? Then find out more about our products and how to get one now:

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!

Literature
1.
go back to reference Akyildiz, I F., Su, W., Sankarasubramaniam, Y., Cayirci, E.: A survey on sensor networks. IEEE Commun. Mag. 40(8), 102–114 (2002)CrossRef Akyildiz, I F., Su, W., Sankarasubramaniam, Y., Cayirci, E.: A survey on sensor networks. IEEE Commun. Mag. 40(8), 102–114 (2002)CrossRef
2.
go back to reference Ren, F.Y., Huang, H.N., Lin, C.: Wireless sensor networks. J. Softw. 14(7), 1282–1291 (2003)MATH Ren, F.Y., Huang, H.N., Lin, C.: Wireless sensor networks. J. Softw. 14(7), 1282–1291 (2003)MATH
3.
go back to reference Li, M., He, Y., Liu, Y., Zhao, J., Tang, S., Li, X., Dai, G.: Canopy closure estimates with greenorbs: sustainable sensing in the forest[C]. In: Proceedings of the 7th ACM Conference on Embedded Networked Sensor Systems (Sensys), pp. 99–112 (2009) Li, M., He, Y., Liu, Y., Zhao, J., Tang, S., Li, X., Dai, G.: Canopy closure estimates with greenorbs: sustainable sensing in the forest[C]. In: Proceedings of the 7th ACM Conference on Embedded Networked Sensor Systems (Sensys), pp. 99–112 (2009)
4.
go back to reference Luo, J., Zhang, Q., Wang, D.: Delay tolerant event collection for underground coal mine using mobile sinks. In: Proceedings of the IEEE International Workshop on Quality of Service (IWQoS), pp. 1–9 (2009) Luo, J., Zhang, Q., Wang, D.: Delay tolerant event collection for underground coal mine using mobile sinks. In: Proceedings of the IEEE International Workshop on Quality of Service (IWQoS), pp. 1–9 (2009)
5.
go back to reference Xing, G., Wang, T., Xie, Z., Jia, W.: Rendezvous planning in wireless sensor networks with mobile elements. IEEE Trans. Mob. Comput. 7(12), 1430–1443 (2008)CrossRef Xing, G., Wang, T., Xie, Z., Jia, W.: Rendezvous planning in wireless sensor networks with mobile elements. IEEE Trans. Mob. Comput. 7(12), 1430–1443 (2008)CrossRef
6.
go back to reference Gao, S., Zhang, H.K.: Optimal path selection for mobile sink in delay-guaranteed sensor networks. Acta Electron. Sin. 39(4), 742–747 (2011) Gao, S., Zhang, H.K.: Optimal path selection for mobile sink in delay-guaranteed sensor networks. Acta Electron. Sin. 39(4), 742–747 (2011)
7.
go back to reference Dantu, K., Rahimi, M., Shah, H., Babel, S., Dhariwal, A., Sukhatme, GS.: Robomote: enabling mobility in sensor networks. In: Proceedings of the ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN), pp. 404–409 (2005) Dantu, K., Rahimi, M., Shah, H., Babel, S., Dhariwal, A., Sukhatme, GS.: Robomote: enabling mobility in sensor networks. In: Proceedings of the ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN), pp. 404–409 (2005)
8.
go back to reference Gao, S., Zhang, H., Das, S.K.: Efficient data collection in wireless sensor networks with path-constrained mobile sinks. Mob. Comput. 4, 592–608 (2011) Gao, S., Zhang, H., Das, S.K.: Efficient data collection in wireless sensor networks with path-constrained mobile sinks. Mob. Comput. 4, 592–608 (2011)
9.
go back to reference Erman, A.T., Dilo, A., Havinga, P.: A fault-tolerant data dissemination based on honeycomb architecture for mobile multi-sink wireless sensor networks. In: International Conference on Intelligent Sensors, pp. 97–102 (2017) Erman, A.T., Dilo, A., Havinga, P.: A fault-tolerant data dissemination based on honeycomb architecture for mobile multi-sink wireless sensor networks. In: International Conference on Intelligent Sensors, pp. 97–102 (2017)
10.
go back to reference Hawbani, A., Wang, X., Kuhlani, H., Karmoshi, S., Ghoul, R.: Sink-oriented tree based data dissemination protocol for mobile sinks wireless sensor networks. Wirel. Netw. 2, 1–12 (2017) Hawbani, A., Wang, X., Kuhlani, H., Karmoshi, S., Ghoul, R.: Sink-oriented tree based data dissemination protocol for mobile sinks wireless sensor networks. Wirel. Netw. 2, 1–12 (2017)
11.
go back to reference Xia, R., Tian, Y.-C., Li, Y., Sung, Y.: Wireless sensor/actuator network design for mobile control applications. Sensors 7(7), 2157–2173 (2007)CrossRef Xia, R., Tian, Y.-C., Li, Y., Sung, Y.: Wireless sensor/actuator network design for mobile control applications. Sensors 7(7), 2157–2173 (2007)CrossRef
12.
go back to reference Wang, Y., Wu, H.Y., Dang, H., Lin, F.: Analytic, simulation, and empirical evaluation of delay/fault-tolerant mobile sensor networks. IEEE Trans. Wirel. Commun. 1(11), 3287–3296 (2007) Wang, Y., Wu, H.Y., Dang, H., Lin, F.: Analytic, simulation, and empirical evaluation of delay/fault-tolerant mobile sensor networks. IEEE Trans. Wirel. Commun. 1(11), 3287–3296 (2007)
13.
go back to reference Luo, J., Zhang, Q., Wang, D.: Delay tolerant event collection for underground coal mine using mobile sinks. In: Proceedings of the IEEE International Workshop on Quality of Service (IWQoS), pp. 1–9 (2009) Luo, J., Zhang, Q., Wang, D.: Delay tolerant event collection for underground coal mine using mobile sinks. In: Proceedings of the IEEE International Workshop on Quality of Service (IWQoS), pp. 1–9 (2009)
14.
go back to reference Chebrolu, K., Raman, B., Mishra, N., Valiveti, PK., Kumar, R.: BriMon: A sensor network system for railway bridge monitoring. In: Proceedings of the ACM International Conference on Mobile Systems, Applications, and Services (Mobisys), pp. 2–14 (2008) Chebrolu, K., Raman, B., Mishra, N., Valiveti, PK., Kumar, R.: BriMon: A sensor network system for railway bridge monitoring. In: Proceedings of the ACM International Conference on Mobile Systems, Applications, and Services (Mobisys), pp. 2–14 (2008)
15.
go back to reference Ammari, H., Das, S.: Data dissemination to mobile sinks in wireless sensor networks: an information theoretic approach. In: Proceedings of the 2th IEEE International Conference on Mobile Ad Hoc and Sensor Systems (MASS), pp. 305–314 (2005) Ammari, H., Das, S.: Data dissemination to mobile sinks in wireless sensor networks: an information theoretic approach. In: Proceedings of the 2th IEEE International Conference on Mobile Ad Hoc and Sensor Systems (MASS), pp. 305–314 (2005)
16.
go back to reference Ye, W., Heidemann, J., Estrin, D.: Medium access control with coordinated adaptive sleeping for wireless sensor networks. IEEE/ACM Trans. Netw. 12(3), 493–506 (2004)CrossRef Ye, W., Heidemann, J., Estrin, D.: Medium access control with coordinated adaptive sleeping for wireless sensor networks. IEEE/ACM Trans. Netw. 12(3), 493–506 (2004)CrossRef
17.
go back to reference Ye, W., Silva, F., Heidemann, J.: Ultra-low duty cycle MAC with scheduled channel polling. In: Proceedings of the 4th International Conference on Embedded Networked Sensor Systems (Sensys), pp. 321–334 (2006) Ye, W., Silva, F., Heidemann, J.: Ultra-low duty cycle MAC with scheduled channel polling. In: Proceedings of the 4th International Conference on Embedded Networked Sensor Systems (Sensys), pp. 321–334 (2006)
18.
go back to reference Chakrabarti, A., Sabharwal, A., and Aazhang, B.: Using predictable observer mobility for power efficient design of sensor networks. In: Proceedings of the ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN), pp. 129–145 (2003)CrossRefMATH Chakrabarti, A., Sabharwal, A., and Aazhang, B.: Using predictable observer mobility for power efficient design of sensor networks. In: Proceedings of the ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN), pp. 129–145 (2003)CrossRefMATH
19.
go back to reference Polastre, J., Hill, J., and Culler, D.: Versatile low power media access for sensor networks. In: Proceedings of the 2nd ACM Conference on Embedded Networked Sensor Systems (SenSys), pp. 95–107 (2004) Polastre, J., Hill, J., and Culler, D.: Versatile low power media access for sensor networks. In: Proceedings of the 2nd ACM Conference on Embedded Networked Sensor Systems (SenSys), pp. 95–107 (2004)
20.
go back to reference Yang, X., Vaidya, N.: A wakeup scheme for sensor networks: Achieving balance between energy saving and end-to-end delay. In: Proceedings of the IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS), pp. 19–26 (2004) Yang, X., Vaidya, N.: A wakeup scheme for sensor networks: Achieving balance between energy saving and end-to-end delay. In: Proceedings of the IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS), pp. 19–26 (2004)
21.
go back to reference Anastasi, G., Conti, M., Francesco, M.D., Passarella, A.: Energy conservation in wireless sensor networks: a survey. Ad Hoc Netw. 7(3), 537–568 (2009)CrossRef Anastasi, G., Conti, M., Francesco, M.D., Passarella, A.: Energy conservation in wireless sensor networks: a survey. Ad Hoc Netw. 7(3), 537–568 (2009)CrossRef
22.
go back to reference Chakrabarti, A., Sabharwal, A., and Aazhang, B.: Using predictable observer mobility for power efficient design of sensor networks. In: Proceedings of the ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN), pp. 129–145 (2003)CrossRefMATH Chakrabarti, A., Sabharwal, A., and Aazhang, B.: Using predictable observer mobility for power efficient design of sensor networks. In: Proceedings of the ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN), pp. 129–145 (2003)CrossRefMATH
23.
go back to reference Yang, X., Vaidya, N.: A wakeup scheme for sensor networks: Achieving balance between energy saving and end-to-end delay. In: Proceedings of the IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS), pp. 19–26 (2004) Yang, X., Vaidya, N.: A wakeup scheme for sensor networks: Achieving balance between energy saving and end-to-end delay. In: Proceedings of the IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS), pp. 19–26 (2004)
24.
go back to reference Anastasi, G., Conti, M., Francesco, M.D.: Reliable and energy-efficient data collection in sparse sensor networks with mobile elements. Perform. Eval. 66(12), 791–810 (2009)CrossRef Anastasi, G., Conti, M., Francesco, M.D.: Reliable and energy-efficient data collection in sparse sensor networks with mobile elements. Perform. Eval. 66(12), 791–810 (2009)CrossRef
25.
go back to reference Anastasi, G., Borgia, E., Conti, M., Gregori, E.: A hybrid adaptive protocol for reliable data delivery in WSNs with multiple mobile sinks. Comput. J. 54(2), 213–228 (2011)CrossRef Anastasi, G., Borgia, E., Conti, M., Gregori, E.: A hybrid adaptive protocol for reliable data delivery in WSNs with multiple mobile sinks. Comput. J. 54(2), 213–228 (2011)CrossRef
26.
go back to reference Anastasi, Q., Conti, M., and Francesco, M.D.: An analytical study of reliable and energy efficient data collection in sparse sensor networks with mobile elements. In: Proceedings of the European Conference on Wireless Sensor Networks (EWSN), pp. 199–215 (2009) Anastasi, Q., Conti, M., and Francesco, M.D.: An analytical study of reliable and energy efficient data collection in sparse sensor networks with mobile elements. In: Proceedings of the European Conference on Wireless Sensor Networks (EWSN), pp. 199–215 (2009)
27.
go back to reference Sugihara, R., Gupta, R.K.: Optimal speed control of mobile node for data collection in sensor networks. IEEE Trans. Mob. Comput. 9(1), 127–139 (2010)CrossRef Sugihara, R., Gupta, R.K.: Optimal speed control of mobile node for data collection in sensor networks. IEEE Trans. Mob. Comput. 9(1), 127–139 (2010)CrossRef
28.
go back to reference Francesco, D.M., Das, S.K., Anastasi, G.: Data collection in wireless sensor networks with mobile elements: a survey. ACM Trans. Sens. Netw. 8(1), 1805–1821 (2011)CrossRef Francesco, D.M., Das, S.K., Anastasi, G.: Data collection in wireless sensor networks with mobile elements: a survey. ACM Trans. Sens. Netw. 8(1), 1805–1821 (2011)CrossRef
29.
go back to reference Schurgers, C., Tsiatsis, V., Ganeriwal, S., Srivastava, M.B.: Optimizing sensor networks in the energy-latency-density design space. IEEE Trans. Mob. Comput. 1(1), 70–80 (2002)CrossRef Schurgers, C., Tsiatsis, V., Ganeriwal, S., Srivastava, M.B.: Optimizing sensor networks in the energy-latency-density design space. IEEE Trans. Mob. Comput. 1(1), 70–80 (2002)CrossRef
31.
go back to reference Ranran, Liu, Enxing, Zheng, Shan, Chang, Shaoyi, Bei, Lanchun, Zhang: Hierarchical stochastic gradient identification for non-uniformly sampling Hammerstein systems with colored noise. Comput. Syst. Sci. Eng. 31(6), 425–430 (2016) Ranran, Liu, Enxing, Zheng, Shan, Chang, Shaoyi, Bei, Lanchun, Zhang: Hierarchical stochastic gradient identification for non-uniformly sampling Hammerstein systems with colored noise. Comput. Syst. Sci. Eng. 31(6), 425–430 (2016)
32.
go back to reference Mainland, G., Parkes, D., Welsh, M.: Decentralized, adaptive resource allocation for sensor networks. In: Proceedings of IEEE NSDI, pp. 315–328 (2005) Mainland, G., Parkes, D., Welsh, M.: Decentralized, adaptive resource allocation for sensor networks. In: Proceedings of IEEE NSDI, pp. 315–328 (2005)
Metadata
Title
Mobile sink discovery mechanism in wireless sensor networks with duty cycles
Authors
Yifeng Jiang
Ranran Liu
Enxing Zheng
Publication date
02-12-2017
Publisher
Springer US
Published in
Cluster Computing / Issue Special Issue 3/2019
Print ISSN: 1386-7857
Electronic ISSN: 1573-7543
DOI
https://doi.org/10.1007/s10586-017-1449-4

Other articles of this Special Issue 3/2019

Cluster Computing 3/2019 Go to the issue

Premium Partner