Skip to main content
Erschienen in: Computing 2/2018

25.07.2017

A load balanced location service for location information management of multi-sink Wireless Sensor Networks

verfasst von: Saeed Sedighian Kashi

Erschienen in: Computing | Ausgabe 2/2018

Einloggen

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

search-config
loading …

Abstract

In many applications of Wireless Sensor Networks (WSNs), the network has a few mobile sinks in addition to a large number of static sensor nodes that gather information from their surrounding environment. The static sensor nodes in such applications use a location service to find the location of a mobile sink. Most of the proposed location services are useful in mobile ad hoc networks and are not efficient for WSNs. Furthermore, new protocols specifically designed for WSNs are not load balanced. Some sensor nodes relay more packets and deplete their energy quickly, hence reducing the network lifetime dramatically. In this paper, we propose a location service called Load Balanced Location Service (LBLS) for WSNs containing a few mobile sinks. LBLS selects four nodes in the network outline and only uses the location of these nodes. LBLS do not deplete the energy of specific nodes comparing to other mechanisms that forward location information messages toward selected nodes. We formally prove that in LBLS every sensor node can always locate any mobile node in the network. By using exhaustive simulation, we show that LBLS is a load balanced location service. Simulation results demonstrate the superiority of LBLS regarding the load balancing factor compared to most available related location services.

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

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!

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+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!

Literatur
1.
Zurück zum Zitat Paradis L, Han Q (2007) A survey of fault management in wireless sensor networks. J Netw Syst Manag 15(2):171–190CrossRef Paradis L, Han Q (2007) A survey of fault management in wireless sensor networks. J Netw Syst Manag 15(2):171–190CrossRef
2.
Zurück zum Zitat Ahn G-S, Miluzzo E, Campbell AT, Hong SG, Cuomo F (2006) Funneling-MAC: a localized, sink-oriented MAC for boosting fidelity in sensor networks. In: ACM SenSys, pp. 293–306 Ahn G-S, Miluzzo E, Campbell AT, Hong SG, Cuomo F (2006) Funneling-MAC: a localized, sink-oriented MAC for boosting fidelity in sensor networks. In: ACM SenSys, pp. 293–306
3.
Zurück zum Zitat Tunca C, Isik S, Donmez MY, Ersoy C (2014) Distributed mobile sink routing for wireless sensor networks: a survey. IEEE Commun Surv Tutor 16(2):877–897CrossRef Tunca C, Isik S, Donmez MY, Ersoy C (2014) Distributed mobile sink routing for wireless sensor networks: a survey. IEEE Commun Surv Tutor 16(2):877–897CrossRef
4.
Zurück zum Zitat Kacimi R, Dhaou R, Beylot AL (2013) Load balancing techniques for lifetime maximizing in wireless sensor networks. Ad Hoc Netw 11(8):2172–2186CrossRef Kacimi R, Dhaou R, Beylot AL (2013) Load balancing techniques for lifetime maximizing in wireless sensor networks. Ad Hoc Netw 11(8):2172–2186CrossRef
5.
Zurück zum Zitat Anastasi G, Conti M, Di Francesco M, Passarella A (2009) Energy conservation in wireless sensor networks: a survey. Ad Hoc Netw 7(3):537–568CrossRef Anastasi G, Conti M, Di Francesco M, Passarella A (2009) Energy conservation in wireless sensor networks: a survey. Ad Hoc Netw 7(3):537–568CrossRef
6.
Zurück zum Zitat Luo J, Panchard J, Piórkowski M, Grossglauser M, Hubaux JP (2006) MobiRoute: routing towards a mobile sink for improving lifetime in sensor networks. In: IEEE international conference on distributed computing in sensor systems, vol 4026 LNCS, pp 480–497 Luo J, Panchard J, Piórkowski M, Grossglauser M, Hubaux JP (2006) MobiRoute: routing towards a mobile sink for improving lifetime in sensor networks. In: IEEE international conference on distributed computing in sensor systems, vol 4026 LNCS, pp 480–497
7.
Zurück zum Zitat Wang ZM, Basagni S, Melachrinoudis E, Petrioli C (2005) Exploiting sink mobility for maximizing sensor networks lifetime. In: Annual Hawaii international conference on system sciences, p 287 Wang ZM, Basagni S, Melachrinoudis E, Petrioli C (2005) Exploiting sink mobility for maximizing sensor networks lifetime. In: Annual Hawaii international conference on system sciences, p 287
8.
Zurück zum Zitat Konstantopoulos C, Pantziou G, Gavalas D, Mpitziopoulos A, Mamalis B (2012) A rendezvous-based approach enabling energy-efficient sensory data collection with mobile Sinks. IEEE Trans Parallel Distrib Syst 23(5):809–817CrossRef Konstantopoulos C, Pantziou G, Gavalas D, Mpitziopoulos A, Mamalis B (2012) A rendezvous-based approach enabling energy-efficient sensory data collection with mobile Sinks. IEEE Trans Parallel Distrib Syst 23(5):809–817CrossRef
9.
Zurück zum Zitat Chen C, Ma J, Yu K (2006) Designing energy-efficient wireless sensor networks with mobile sinks. In: ACM international workshop on world-sensor-web: mobile device centric sensory networks and applications, pp 1–6 Chen C, Ma J, Yu K (2006) Designing energy-efficient wireless sensor networks with mobile sinks. In: ACM international workshop on world-sensor-web: mobile device centric sensory networks and applications, pp 1–6
10.
Zurück zum Zitat Sedighian Kashi S, Sharifi M (2013) Connectivity weakness impacts on coordination in wireless sensor and actor networks. IEEE Commun Surv Tutor 15(1):145–166CrossRef Sedighian Kashi S, Sharifi M (2013) Connectivity weakness impacts on coordination in wireless sensor and actor networks. IEEE Commun Surv Tutor 15(1):145–166CrossRef
11.
Zurück zum Zitat Tang J, Huang H, Guo S, Yang Y (2015) Dellat: delivery latency minimization in wireless sensor networks with mobile sink. J Parallel Distrib Comput 83:133–142CrossRef Tang J, Huang H, Guo S, Yang Y (2015) Dellat: delivery latency minimization in wireless sensor networks with mobile sink. J Parallel Distrib Comput 83:133–142CrossRef
12.
Zurück zum Zitat Khan AW, Abdullah AH, Anisi MH, Bangash JI (2014) A comprehensive study of data collection schemes using mobile sinks in wireless sensor networks. Sensors 14(2):2510–48CrossRef Khan AW, Abdullah AH, Anisi MH, Bangash JI (2014) A comprehensive study of data collection schemes using mobile sinks in wireless sensor networks. Sensors 14(2):2510–48CrossRef
13.
Zurück zum Zitat Misra R, Mandal C (2005) Performance comparison of AODV/DSR on-demand routing protocols for ad hoc networks in constrained situation. In: IEEE international conference on personal wireless communications, pp 86–89 Misra R, Mandal C (2005) Performance comparison of AODV/DSR on-demand routing protocols for ad hoc networks in constrained situation. In: IEEE international conference on personal wireless communications, pp 86–89
14.
Zurück zum Zitat Chen G, Branch J, Szymanski B (2006) A self-selection technique for flooding and routing in wireless ad-hoc networks. J Netw Syst Manag 14(3):359–380CrossRef Chen G, Branch J, Szymanski B (2006) A self-selection technique for flooding and routing in wireless ad-hoc networks. J Netw Syst Manag 14(3):359–380CrossRef
15.
Zurück zum Zitat Weeks M, Altun G (2006) Efficient, secure, dynamic source routing for ad-hoc networks. J Netw Syst Manag 14(4):559–581CrossRef Weeks M, Altun G (2006) Efficient, secure, dynamic source routing for ad-hoc networks. J Netw Syst Manag 14(4):559–581CrossRef
16.
Zurück zum Zitat Liu J (2006) On a self-organizing multipath routing protocol in mobile wireless networks. J Netw Syst Manag 14(1):103–126MathSciNetCrossRef Liu J (2006) On a self-organizing multipath routing protocol in mobile wireless networks. J Netw Syst Manag 14(1):103–126MathSciNetCrossRef
17.
Zurück zum Zitat Miles J, Kamath G, Muknahallipatna S, Stefanovic M, Kubichek RF (2013) Optimal trajectory determination of a single moving beacon for efficient localization in a mobile ad-hoc network. Ad Hoc Netw 11(1):238–256CrossRef Miles J, Kamath G, Muknahallipatna S, Stefanovic M, Kubichek RF (2013) Optimal trajectory determination of a single moving beacon for efficient localization in a mobile ad-hoc network. Ad Hoc Netw 11(1):238–256CrossRef
18.
Zurück zum Zitat Mao G, Fidan B, Anderson BDO (2007) Wireless sensor network localization techniques. Comput Netw 51(10):2529–2553CrossRefMATH Mao G, Fidan B, Anderson BDO (2007) Wireless sensor network localization techniques. Comput Netw 51(10):2529–2553CrossRefMATH
19.
Zurück zum Zitat Xiao BX Bin, Chen HCH, Zhou SZS (2008) Distributed localization using a moving beacon in wireless sensor networks. IEEE Trans Parallel Distrib Syst 19(5):587–600CrossRef Xiao BX Bin, Chen HCH, Zhou SZS (2008) Distributed localization using a moving beacon in wireless sensor networks. IEEE Trans Parallel Distrib Syst 19(5):587–600CrossRef
20.
Zurück zum Zitat Ou CH, Ssu KF (2008) Sensor position determination with flying anchors in three-dimensional wireless sensor networks. IEEE Trans Mob Comput 7(9):1184–1197 Ou CH, Ssu KF (2008) Sensor position determination with flying anchors in three-dimensional wireless sensor networks. IEEE Trans Mob Comput 7(9):1184–1197
21.
Zurück zum Zitat Liu M-Y, Li W-B, Pei X (2010) Convex optimization algorithms for cooperative localization in autonomous underwater vehicles. Acta Autom Sin 36(5):704–710CrossRef Liu M-Y, Li W-B, Pei X (2010) Convex optimization algorithms for cooperative localization in autonomous underwater vehicles. Acta Autom Sin 36(5):704–710CrossRef
22.
Zurück zum Zitat Das SM, Pucha H, Hu YC (2005) Performance comparison of scalable location services for geographic ad hoc routing. In: Annual joint conference of the IEEE computer and communications societies, pp 1228–1239 Das SM, Pucha H, Hu YC (2005) Performance comparison of scalable location services for geographic ad hoc routing. In: Annual joint conference of the IEEE computer and communications societies, pp 1228–1239
23.
Zurück zum Zitat Lee E, Yu F, Park S, Kim SH (2010) Sink location service based on circle and line paths in wireless sensor networks. IEEE Commun Lett 14(8):710–712CrossRef Lee E, Yu F, Park S, Kim SH (2010) Sink location service based on circle and line paths in wireless sensor networks. IEEE Commun Lett 14(8):710–712CrossRef
24.
Zurück zum Zitat Liao WH, Shih K Pi, Wu WC (2010) A grid-based dynamic load balancing approach for data-centric storage in wireless sensor networks. Comput Electr Eng 36(1):19–30CrossRefMATH Liao WH, Shih K Pi, Wu WC (2010) A grid-based dynamic load balancing approach for data-centric storage in wireless sensor networks. Comput Electr Eng 36(1):19–30CrossRefMATH
25.
Zurück zum Zitat Abraham I, Dolev D, Malkhi D (2004) LLS: a locality aware location service for mobile ad hoc networks. In: Joint workshop on foundations of mobile computing, pp 75–84 Abraham I, Dolev D, Malkhi D (2004) LLS: a locality aware location service for mobile ad hoc networks. In: Joint workshop on foundations of mobile computing, pp 75–84
26.
Zurück zum Zitat Haenggi M (2003) Energy-balancing strategies for wireless sensor networks. In: International symposium on circuits and systems, pp 828–831 Haenggi M (2003) Energy-balancing strategies for wireless sensor networks. In: International symposium on circuits and systems, pp 828–831
27.
Zurück zum Zitat Petrioli C, Nati M, Casari P, Zorzi M, Basagni S (2014) ALBA-R: load-balancing geographic routing around connectivity holes in wireless sensor networks. IEEE Trans Parallel Distrib Syst 25(3):529–539CrossRef Petrioli C, Nati M, Casari P, Zorzi M, Basagni S (2014) ALBA-R: load-balancing geographic routing around connectivity holes in wireless sensor networks. IEEE Trans Parallel Distrib Syst 25(3):529–539CrossRef
28.
Zurück zum Zitat Chen CP, Mukhopadhyay SC, Chuang CL, Liu MY, Jiang JA (2015) Efficient coverage and connectivity preservation with load balance for wireless sensor networks. IEEE Sens J 15(1):48–62CrossRef Chen CP, Mukhopadhyay SC, Chuang CL, Liu MY, Jiang JA (2015) Efficient coverage and connectivity preservation with load balance for wireless sensor networks. IEEE Sens J 15(1):48–62CrossRef
29.
Zurück zum Zitat Stojmenovic I, Liu D, Jia X (2008) A scalable quorum-based location service in ad hoc and sensor networks. Int J Commun Netw Distrib Syst 1(1):71–94CrossRef Stojmenovic I, Liu D, Jia X (2008) A scalable quorum-based location service in ad hoc and sensor networks. Int J Commun Netw Distrib Syst 1(1):71–94CrossRef
30.
Zurück zum Zitat Zhou S, Chen Y (2014) Control theory-based load balancing for wireless sensor network. Int J Distrib Sens Netw 2014:212384-1–212384-8 Zhou S, Chen Y (2014) Control theory-based load balancing for wireless sensor network. Int J Distrib Sens Netw 2014:212384-1–212384-8
31.
Zurück zum Zitat Heinzelman WR, Chandrakasan A, Balakrishnan H (2000) Energy-efficient communication protocol for wireless microsensor networks. In: Proceedings of the 33rd annual Hawaii international conference on system sciences, pp 3005–3014 Heinzelman WR, Chandrakasan A, Balakrishnan H (2000) Energy-efficient communication protocol for wireless microsensor networks. In: Proceedings of the 33rd annual Hawaii international conference on system sciences, pp 3005–3014
32.
Zurück zum Zitat Tyagi S, Kumar N (2013) A systematic review on clustering and routing techniques based upon LEACH protocol for wireless sensor networks. J Netw Comput Appl 36(2):623–645CrossRef Tyagi S, Kumar N (2013) A systematic review on clustering and routing techniques based upon LEACH protocol for wireless sensor networks. J Netw Comput Appl 36(2):623–645CrossRef
33.
Zurück zum Zitat He J, Ji S, Pan Y, Cai Z (2013) Approximation algorithms for load-balanced virtual backbone construction in wireless sensor networks. Theor Comput Sci 507:2–16MathSciNetCrossRefMATH He J, Ji S, Pan Y, Cai Z (2013) Approximation algorithms for load-balanced virtual backbone construction in wireless sensor networks. Theor Comput Sci 507:2–16MathSciNetCrossRefMATH
34.
Zurück zum Zitat He J, Ji S, Pan Y, Li Y (2014) Constructing load-balanced data aggregation trees in probabilistic wireless sensor networks. IEEE Trans Parallel Distrib Syst 25(7):1681–1690CrossRef He J, Ji S, Pan Y, Li Y (2014) Constructing load-balanced data aggregation trees in probabilistic wireless sensor networks. IEEE Trans Parallel Distrib Syst 25(7):1681–1690CrossRef
35.
Zurück zum Zitat Friedman R, Korland G (2005) Timed grid routing (TIGR) bites off energy. In: ACM international symposium on mobile ad hoc networking and computing, pp 438–448 Friedman R, Korland G (2005) Timed grid routing (TIGR) bites off energy. In: ACM international symposium on mobile ad hoc networking and computing, pp 438–448
36.
Zurück zum Zitat Das SM, Pucha H, Hu YC (2007) On the scalability of rendezvous-based location services for geographic wireless ad hoc routing. Comput Netw 51(13):3693–3714CrossRefMATH Das SM, Pucha H, Hu YC (2007) On the scalability of rendezvous-based location services for geographic wireless ad hoc routing. Comput Netw 51(13):3693–3714CrossRefMATH
37.
Zurück zum Zitat Nayak A, Stojmenović I (2009) Wireless sensor and actuator networks: algorithms and protocols for scalable coordination and data communication. Wiley, New YorkMATH Nayak A, Stojmenović I (2009) Wireless sensor and actuator networks: algorithms and protocols for scalable coordination and data communication. Wiley, New YorkMATH
38.
Zurück zum Zitat Li J, Jannotti J, De Couto D, Karger D, Morris R (2000) A scalable location service for geographic ad-hoc routing. In: 6th ACM international conference on mobile computing and networking, pp 120–130 Li J, Jannotti J, De Couto D, Karger D, Morris R (2000) A scalable location service for geographic ad-hoc routing. In: 6th ACM international conference on mobile computing and networking, pp 120–130
39.
Zurück zum Zitat Nidito F, Battelli M, Basagni S (2007) Fault-tolerant and load balancing localization of services in wireless sensor networks. In: IEEE vehicular technology conference, pp 382–386 Nidito F, Battelli M, Basagni S (2007) Fault-tolerant and load balancing localization of services in wireless sensor networks. In: IEEE vehicular technology conference, pp 382–386
40.
Zurück zum Zitat Stojmenovic I, Pena P (1999) A scalable quorum based location update scheme for routing in ad hoc wireless networks. SITE, University of Ottawa, Technical Report TR-99-09 Stojmenovic I, Pena P (1999) A scalable quorum based location update scheme for routing in ad hoc wireless networks. SITE, University of Ottawa, Technical Report TR-99-09
41.
Zurück zum Zitat Liu D, Stojmenovic I, Jia X (2006) A scalable quorum based location service in ad hoc and sensor networks. In: IEEE international conference on mobile ad-hoc and sensor systems, pp 489–492 Liu D, Stojmenovic I, Jia X (2006) A scalable quorum based location service in ad hoc and sensor networks. In: IEEE international conference on mobile ad-hoc and sensor systems, pp 489–492
42.
Zurück zum Zitat Bose P, Morin P, Stojmenović I, Urrutia J (2001) Routing with guaranteed delivery in ad hoc wireless networks. Wirel Netw 7(6):609–616CrossRefMATH Bose P, Morin P, Stojmenović I, Urrutia J (2001) Routing with guaranteed delivery in ad hoc wireless networks. Wirel Netw 7(6):609–616CrossRefMATH
43.
Zurück zum Zitat Liu D, Jia X, Stojmenović I (2007) Quorum and connected dominating sets based location service in wireless ad hoc, sensor and actuator networks. Comput Commun 30(18):3627–3643CrossRef Liu D, Jia X, Stojmenović I (2007) Quorum and connected dominating sets based location service in wireless ad hoc, sensor and actuator networks. Comput Commun 30(18):3627–3643CrossRef
44.
Zurück zum Zitat Li X, Nayak A, Stojmenovic I (2010) Location service in sensor and mobile actuator networks. In: Wireless Sensor and Actuator Networks: Algorithms and Protocols for Scalable Coordination and Data Communication. Book Section, Wiley Li X, Nayak A, Stojmenovic I (2010) Location service in sensor and mobile actuator networks. In: Wireless Sensor and Actuator Networks: Algorithms and Protocols for Scalable Coordination and Data Communication. Book Section, Wiley
45.
Zurück zum Zitat Zhao Z, Zhang B, Zheng J, Yan Y, Ma J (2009) Providing scalable location service in wireless sensor networks with mobile sinks. IET Commun 3(10):1628CrossRef Zhao Z, Zhang B, Zheng J, Yan Y, Ma J (2009) Providing scalable location service in wireless sensor networks with mobile sinks. IET Commun 3(10):1628CrossRef
46.
Zurück zum Zitat Luo H, Ye F, Cheng J, Lu S, Zhang L (2005) TTDD: two-tier data dissemination in large-scale wireless sensor networks. Wirel Netw 11(1–2):161–175CrossRef Luo H, Ye F, Cheng J, Lu S, Zhang L (2005) TTDD: two-tier data dissemination in large-scale wireless sensor networks. Wirel Netw 11(1–2):161–175CrossRef
47.
Zurück zum Zitat Shim G, Park D (2006) Locators of mobile sinks for wireless sensor networks. In: International conference on parallel processing workshops, pp 159–164 Shim G, Park D (2006) Locators of mobile sinks for wireless sensor networks. In: International conference on parallel processing workshops, pp 159–164
48.
Zurück zum Zitat Li X, Santoro N, Stojmenovic I (2009) Localized distance-sensitive service discovery in wireless sensor and actor networks. IEEE Trans Comput 58(9):1275–1288MathSciNetCrossRefMATH Li X, Santoro N, Stojmenovic I (2009) Localized distance-sensitive service discovery in wireless sensor and actor networks. IEEE Trans Comput 58(9):1275–1288MathSciNetCrossRefMATH
49.
Zurück zum Zitat Cai Z, Ren X, Hao G, Chen B, Xue Z (2011) Survey on wireless sensor and actor network. In: World congress on intelligent control and automation, pp 788–793 Cai Z, Ren X, Hao G, Chen B, Xue Z (2011) Survey on wireless sensor and actor network. In: World congress on intelligent control and automation, pp 788–793
50.
Zurück zum Zitat Yu F, Park S, Lee E, Choi Y, Kim SH (2009) QSLS: efficient quorum based sink location service for geographic routing in irregular wireless sensor networks. IEICE Trans Commun E 92B(12):3935–3938CrossRef Yu F, Park S, Lee E, Choi Y, Kim SH (2009) QSLS: efficient quorum based sink location service for geographic routing in irregular wireless sensor networks. IEICE Trans Commun E 92B(12):3935–3938CrossRef
51.
Zurück zum Zitat Yu F, Hu G, Park S, Lee E, Kim SH (2012) Quorum based sink location service for irregular wireless sensor networks. Comput Commun 35(12):1422–1432CrossRef Yu F, Hu G, Park S, Lee E, Kim SH (2012) Quorum based sink location service for irregular wireless sensor networks. Comput Commun 35(12):1422–1432CrossRef
52.
Zurück zum Zitat Lee E, Yu F, Park S, Kim S, Noh Y, Lee E (2014) Design and analysis of novel quorum-based sink location service scheme in wireless sensor networks. Wirel Netw 20(3):493–509CrossRef Lee E, Yu F, Park S, Kim S, Noh Y, Lee E (2014) Design and analysis of novel quorum-based sink location service scheme in wireless sensor networks. Wirel Netw 20(3):493–509CrossRef
53.
Zurück zum Zitat Ahmed N, Kanhere SS, Jha S (2007) Efficient boundary estimation for practical deployment of mobile sensors in hybrid sensor networks. In: IEEE international conference on mobile ad hoc and sensor systems, pp 662–667 Ahmed N, Kanhere SS, Jha S (2007) Efficient boundary estimation for practical deployment of mobile sensors in hybrid sensor networks. In: IEEE international conference on mobile ad hoc and sensor systems, pp 662–667
54.
Zurück zum Zitat Hatcher A (2002) Algebraic topology. Cambridge University Press, CambridgeMATH Hatcher A (2002) Algebraic topology. Cambridge University Press, CambridgeMATH
Metadaten
Titel
A load balanced location service for location information management of multi-sink Wireless Sensor Networks
verfasst von
Saeed Sedighian Kashi
Publikationsdatum
25.07.2017
Verlag
Springer Vienna
Erschienen in
Computing / Ausgabe 2/2018
Print ISSN: 0010-485X
Elektronische ISSN: 1436-5057
DOI
https://doi.org/10.1007/s00607-017-0567-4

Weitere Artikel der Ausgabe 2/2018

Computing 2/2018 Zur Ausgabe

Premium Partner