Skip to main content
Erschienen in: Cluster Computing 5/2019

16.08.2017

An adaptive signal strength based localization approach for wireless sensor networks

verfasst von: G. Kiruthiga, M. Mohanapriya

Erschienen in: Cluster Computing | Sonderheft 5/2019

Einloggen

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

search-config
loading …

Abstract

In wireless sensor networks (WSNs), frequent update of node location becomes very difficult to estimate while nodes are moving with high speed. In such cases, it is not able to find the location due to excessive overhead. If a sensor node wants to communicate with neighbor node, geographical location of node is required. In hierarchical structure of WSN, it is very difficult to deploy the sensor node in accurate position. In previous schemes, there are several methods which were proposed to achieve location accuracy. However, it suffered from excessive overhead during localization process. In this research work, an adaptive signal strength based localization approach (ASSLA) is proposed for increasing location accuracy with node update method. In this approach, the stable paths are found with the determination of bit error rate, signal strength and packet delivery ratio. Once the paths are found, a cluster is formed with minimal hop count value. Node location update value is estimated using revised vector concept and trilateration method. From the extensive simulation results and analysis using network simulation tool (NS 2.34), the proposed approach ASSLA outperforms than existing schemes in terms of delay, location accuracy, overhead, delivery ratio, location detection efficiency.

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 Fulara, Y.K.: Some aspects of wireless sensor networks. Int. J. AdHoc Netw. Syst. (IJANS) 5(1), 15–24 (2015)CrossRef Fulara, Y.K.: Some aspects of wireless sensor networks. Int. J. AdHoc Netw. Syst. (IJANS) 5(1), 15–24 (2015)CrossRef
2.
Zurück zum Zitat Singh, S., Shakya, R., Singh, Y.: Localization techniques in wireless sensor networks. Int. J. Comput. Sci. Inf. Technol. 6(1), 844–850 (2015) Singh, S., Shakya, R., Singh, Y.: Localization techniques in wireless sensor networks. Int. J. Comput. Sci. Inf. Technol. 6(1), 844–850 (2015)
3.
Zurück zum Zitat Atalkar, A.D., Wankhade, P.S.: Mobile anchor based localization scheme in wireless sensor network. Int. J. Electr. Electron. Eng. 7(1), 75–80 (2015) Atalkar, A.D., Wankhade, P.S.: Mobile anchor based localization scheme in wireless sensor network. Int. J. Electr. Electron. Eng. 7(1), 75–80 (2015)
4.
Zurück zum Zitat Khedr, A.M.: New localization technique for mobile wireless sensor networks using sectorized antenna. Int. J. Commun. Netw. Syst. Sci. 8, 329–341 (2015) Khedr, A.M.: New localization technique for mobile wireless sensor networks using sectorized antenna. Int. J. Commun. Netw. Syst. Sci. 8, 329–341 (2015)
5.
Zurück zum Zitat Liu, X., Yang, R., Cui, Q.: An efficient secure DV-Hop localization for wireless sensor network. Int. J. Secur. Its Appl. 9(7), 275–284 (2015) Liu, X., Yang, R., Cui, Q.: An efficient secure DV-Hop localization for wireless sensor network. Int. J. Secur. Its Appl. 9(7), 275–284 (2015)
6.
Zurück zum Zitat Kumar, A., Chaudhary, S.: Improved range localization in wireless sensor networks: a survey. Int. J. Adv. Res. Comput. Sci. Softw. Eng. 5(5), 1199–1208 (2015) Kumar, A., Chaudhary, S.: Improved range localization in wireless sensor networks: a survey. Int. J. Adv. Res. Comput. Sci. Softw. Eng. 5(5), 1199–1208 (2015)
7.
Zurück zum Zitat Nirmala, M.B., Manjunatha, A.S.: Enhanced voting based secure localization for wireless sensor networks. Int. J. Comput. Netw. Inf. Secur. 12, 25–59 (2015) Nirmala, M.B., Manjunatha, A.S.: Enhanced voting based secure localization for wireless sensor networks. Int. J. Comput. Netw. Inf. Secur. 12, 25–59 (2015)
8.
Zurück zum Zitat Bajaj, H.D.R.: A novel three-dimensional adaptive localization (T-dial) algorithm for wireless sensor networks. IOSR J. Comput. Eng. 17(3), 58–64 (2015) Bajaj, H.D.R.: A novel three-dimensional adaptive localization (T-dial) algorithm for wireless sensor networks. IOSR J. Comput. Eng. 17(3), 58–64 (2015)
9.
Zurück zum Zitat Go, S., Chong, J.-W.: Improved TOA-based localization method with BS selection scheme for wireless sensor networks. ETRI J. 37(4), 707–716 (2015)CrossRef Go, S., Chong, J.-W.: Improved TOA-based localization method with BS selection scheme for wireless sensor networks. ETRI J. 37(4), 707–716 (2015)CrossRef
10.
Zurück zum Zitat Miao, C., Dai, G., Ying, K., Chen, Q.: Collaborative localization and location verification in WSNs. Sensors 15, 10631–10649 (2015)CrossRef Miao, C., Dai, G., Ying, K., Chen, Q.: Collaborative localization and location verification in WSNs. Sensors 15, 10631–10649 (2015)CrossRef
11.
Zurück zum Zitat Singh, A., Kumar, S., Kaiwartya, O.: A hybrid localization algorithm for wireless sensor networks. Int. Conf. Recent Trends Comput. 57(2015), 1432–1439 (2015) Singh, A., Kumar, S., Kaiwartya, O.: A hybrid localization algorithm for wireless sensor networks. Int. Conf. Recent Trends Comput. 57(2015), 1432–1439 (2015)
12.
Zurück zum Zitat Mazinani, S.M., Farnia, F.: Localization in wireless sensor network using a mobile anchor in obstacle environment. Int. J. Comput. Commun. Eng. 2(4), 438–441 (2013)CrossRef Mazinani, S.M., Farnia, F.: Localization in wireless sensor network using a mobile anchor in obstacle environment. Int. J. Comput. Commun. Eng. 2(4), 438–441 (2013)CrossRef
13.
Zurück zum Zitat Hua, W., Xing, J., Liu, Y.: High efficient localization algorithm applied in complicated 3D wireless sensor networks (ELCV). J. Inf. Comput. Sci. 12(2), 455–466 (2015)CrossRef Hua, W., Xing, J., Liu, Y.: High efficient localization algorithm applied in complicated 3D wireless sensor networks (ELCV). J. Inf. Comput. Sci. 12(2), 455–466 (2015)CrossRef
15.
Zurück zum Zitat Zhang, T., He, J., Li, X., Wei, Q.: A signcryption-based secure localization scheme in wireless sensor networks. Int. Conf. Med. Phys. Biomed. Eng. 33, 258–264 (2012) Zhang, T., He, J., Li, X., Wei, Q.: A signcryption-based secure localization scheme in wireless sensor networks. Int. Conf. Med. Phys. Biomed. Eng. 33, 258–264 (2012)
16.
Zurück zum Zitat Usha, S., Tamilarasi, A., Anbuthiruvarangan, K.: Energy-efficient localized routing in wireless sensor networks. Int. J. Eng. Trends Technol. (IJETT) 4(5), 1–5 (2013) Usha, S., Tamilarasi, A., Anbuthiruvarangan, K.: Energy-efficient localized routing in wireless sensor networks. Int. J. Eng. Trends Technol. (IJETT) 4(5), 1–5 (2013)
17.
Zurück zum Zitat Bhuiyan, M.Z.A., Wang, G., Vasilakos, A.V.: Local area prediction-based mobile target tracking in wireless sensor networks. IEEE Trans. Comput. 64(7), 1968–1982 (2015)MathSciNetCrossRef Bhuiyan, M.Z.A., Wang, G., Vasilakos, A.V.: Local area prediction-based mobile target tracking in wireless sensor networks. IEEE Trans. Comput. 64(7), 1968–1982 (2015)MathSciNetCrossRef
18.
Zurück zum Zitat Lee, J.-K., Kim, Y., Lee, J.-H., Kim, S.-C.: An efficient three-dimensional localization scheme using trilateration in wireless sensor networks. IEEE Commun. Lett. 18(9), 1591–1594 (2014)CrossRef Lee, J.-K., Kim, Y., Lee, J.-H., Kim, S.-C.: An efficient three-dimensional localization scheme using trilateration in wireless sensor networks. IEEE Commun. Lett. 18(9), 1591–1594 (2014)CrossRef
19.
Zurück zum Zitat Gepshtein, S., Keller, Y.: Sensor network localization by augmented dual embedding. IEEE Trans. Signal Process. 63(9), 2420–2431 (2015)MathSciNetCrossRef Gepshtein, S., Keller, Y.: Sensor network localization by augmented dual embedding. IEEE Trans. Signal Process. 63(9), 2420–2431 (2015)MathSciNetCrossRef
20.
Zurück zum Zitat Orojloo, H., Haghighat, A.T.: A Tabu search based routing algorithm for wireless sensor networks. Wirel. Netw. 22(5), 1711–1724 (2016)CrossRef Orojloo, H., Haghighat, A.T.: A Tabu search based routing algorithm for wireless sensor networks. Wirel. Netw. 22(5), 1711–1724 (2016)CrossRef
21.
Zurück zum Zitat Zhu, C., Wang, Y., Han, G., Rodrigues, J.P.C., Guo, H.: A location prediction based data gathering protocol for wireless sensor networks using a mobile sink. Ad hoc Netw. Wirel. Netw. 8629, 152–164 (2014)CrossRef Zhu, C., Wang, Y., Han, G., Rodrigues, J.P.C., Guo, H.: A location prediction based data gathering protocol for wireless sensor networks using a mobile sink. Ad hoc Netw. Wirel. Netw. 8629, 152–164 (2014)CrossRef
22.
Zurück zum Zitat Karapistoli, E.: Anastasios A economides, ADLU: a novel anomaly detection and location-attribution algorithm for UWB wireless sensor networks. EURASIP J. Inf. Secur. 3, 1–12 (2014) Karapistoli, E.: Anastasios A economides, ADLU: a novel anomaly detection and location-attribution algorithm for UWB wireless sensor networks. EURASIP J. Inf. Secur. 3, 1–12 (2014)
Metadaten
Titel
An adaptive signal strength based localization approach for wireless sensor networks
verfasst von
G. Kiruthiga
M. Mohanapriya
Publikationsdatum
16.08.2017
Verlag
Springer US
Erschienen in
Cluster Computing / Ausgabe Sonderheft 5/2019
Print ISSN: 1386-7857
Elektronische ISSN: 1573-7543
DOI
https://doi.org/10.1007/s10586-017-1057-3

Weitere Artikel der Sonderheft 5/2019

Cluster Computing 5/2019 Zur Ausgabe