Skip to main content

2021 | OriginalPaper | Buchkapitel

LIENE: Lifetime Enhancement for 6LoWPAN Network Using Clustering Approach Use Case: Smart Agriculture

verfasst von : Pradeepkumar Bhale, Santosh Biswas, Sukumar Nandi

Erschienen in: Innovations for Community Services

Verlag: Springer International Publishing

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

search-config
loading …

Abstract

The Internet of Things (IoT) is one of the largest technological evolutions of computing. With the rapid development of communication, there was a tremendous growth of IoT technology across various fields. IoT devices might be resource-constrained like sensors, actuators, and embedded devices with the IEEE 802.15.4. IoT enables widespread and ubiquitous IoT applications: transportation, logistics, safety and security, health-care, manufacturing, etc. IoT application without sensing devices is impracticable. These sensing devices are battery-powered and constrained by inadequate energy in terms of communication and computation. The optimized communication directs to a more extended network lifetime. Least hop count, enhanced scalability, and connectivity are onerous issues that can be addressed entirely by a clustering mechanism. We conduct comprehensive simulation studies for performance analysis and comparative study of IPv6 over Low-Power Wireless Personal Area Networks (6LoWPAN). with the conventional approaches in the IoT ecosystem. The experimental outcomes prove that the intended approach outperforms closely-related works.

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 Yang, Y., Wu, L., Yin, G., Li, L., Zhao, H.: A survey on security and privacy issues in IoT. IEEE IoT J. 4(5), 1250–1258 (2017) Yang, Y., Wu, L., Yin, G., Li, L., Zhao, H.: A survey on security and privacy issues in IoT. IEEE IoT J. 4(5), 1250–1258 (2017)
4.
Zurück zum Zitat Wang, C.F., Shih, J.D.: Pan: a network lifetime enhancement method for sink relocation and its analysis in WSNs. IEEE Sens. J. 14(6), 1932–1943 (2014)CrossRef Wang, C.F., Shih, J.D.: Pan: a network lifetime enhancement method for sink relocation and its analysis in WSNs. IEEE Sens. J. 14(6), 1932–1943 (2014)CrossRef
5.
Zurück zum Zitat Xu, L., Collier, R.: A survey of clustering techniques in WSNs and consideration of the challenges of applying such to 5G IoT scenarios. IEEE IoT J. 4(5), 1229–1249 (2017) Xu, L., Collier, R.: A survey of clustering techniques in WSNs and consideration of the challenges of applying such to 5G IoT scenarios. IEEE IoT J. 4(5), 1229–1249 (2017)
6.
Zurück zum Zitat Zhang, Q., Zhu, C., Yang, L.T., Chen, Z., Zhao, L., Li, P.: An incremental CFS algorithm for clustering large data in IoTs. IEEE Trans. Industr. Inf. 13(3), 1193–1201 (2017)CrossRef Zhang, Q., Zhu, C., Yang, L.T., Chen, Z., Zhao, L., Li, P.: An incremental CFS algorithm for clustering large data in IoTs. IEEE Trans. Industr. Inf. 13(3), 1193–1201 (2017)CrossRef
10.
11.
Zurück zum Zitat Popat, S.K., Emmanuel, M.: Review and comparative study of clustering techniques. Int. J. Comput. Sci. Inf. Technol. 5(1), 805–812 (2014) Popat, S.K., Emmanuel, M.: Review and comparative study of clustering techniques. Int. J. Comput. Sci. Inf. Technol. 5(1), 805–812 (2014)
12.
Zurück zum Zitat Mukhopadhyay, A.: Maulik: a survey of multiobjective evolutionary clustering. ACM Comput. Sur. (CSUR) 47(4), 1–46 (2015)CrossRef Mukhopadhyay, A.: Maulik: a survey of multiobjective evolutionary clustering. ACM Comput. Sur. (CSUR) 47(4), 1–46 (2015)CrossRef
13.
Zurück zum Zitat Cooper, C., Franklin, D., Ros, M.: A comparative survey of VANET clustering techniques. IEEE Commun. Surv. Tutor. 19(1), 657–681 (2016) CrossRef Cooper, C., Franklin, D., Ros, M.: A comparative survey of VANET clustering techniques. IEEE Commun. Surv. Tutor. 19(1), 657–681 (2016) CrossRef
14.
Zurück zum Zitat Saxena, A., Prasad, M., Gupta, A., Bharill, N.: A review of clustering techniques and developments. Neurocomputing 267, 664–681 (2017)CrossRef Saxena, A., Prasad, M., Gupta, A., Bharill, N.: A review of clustering techniques and developments. Neurocomputing 267, 664–681 (2017)CrossRef
15.
Zurück zum Zitat Dubey, P., Veenadhar, S., Gupta, S.: Survey on energy efficient clustering and routing protocols of WSN. Int. J. Sci. Res. 5(1) (2019) Dubey, P., Veenadhar, S., Gupta, S.: Survey on energy efficient clustering and routing protocols of WSN. Int. J. Sci. Res. 5(1) (2019)
16.
Zurück zum Zitat Kameshwaran, K., Malarvizhi, K.: Survey on clustering techniques in data mining. Int. J. Comput. Sci. 5(2), 2272–2276 (2014) Kameshwaran, K., Malarvizhi, K.: Survey on clustering techniques in data mining. Int. J. Comput. Sci. 5(2), 2272–2276 (2014)
17.
Zurück zum Zitat Wazarkar, S., Keshavamurthy, B.N.: A survey on image data analysis through clustering techniques for real world applications. J. Vis. Commun. Image Represent. 55, 596–626 (2018)CrossRef Wazarkar, S., Keshavamurthy, B.N.: A survey on image data analysis through clustering techniques for real world applications. J. Vis. Commun. Image Represent. 55, 596–626 (2018)CrossRef
18.
Zurück zum Zitat Izakian, H., Pedrycz, W.: Fuzzy clustering of time series data using dynamic time warping distance. Eng. Appl. AI 39, 235–244 (2015)CrossRef Izakian, H., Pedrycz, W.: Fuzzy clustering of time series data using dynamic time warping distance. Eng. Appl. AI 39, 235–244 (2015)CrossRef
19.
Zurück zum Zitat Al-Shalabi, M., Anbar, M., Wan, T.C.: Fuzzy clustering of time series data using dynamic time warping distance. Electronics 7(8), 136 (2018)CrossRef Al-Shalabi, M., Anbar, M., Wan, T.C.: Fuzzy clustering of time series data using dynamic time warping distance. Electronics 7(8), 136 (2018)CrossRef
20.
Zurück zum Zitat Manjeshwar, A., Agrawal, D.P.: TEEN: a routing protocol for enhanced efficiency in WSNs. In: IPDPS, vol. 1, p. 189 (2001) Manjeshwar, A., Agrawal, D.P.: TEEN: a routing protocol for enhanced efficiency in WSNs. In: IPDPS, vol. 1, p. 189 (2001)
21.
Zurück zum Zitat Manjeshwar, A., Agrawal, D.P.: APTEEN: a hybrid protocol for efficient routing and comprehensive information retrieval in WSNs. In: Parallel and Distributed Processing Symposium, vol. 3, pp. 0195b–0195b. Citeseer (2002) Manjeshwar, A., Agrawal, D.P.: APTEEN: a hybrid protocol for efficient routing and comprehensive information retrieval in WSNs. In: Parallel and Distributed Processing Symposium, vol. 3, pp. 0195b–0195b. Citeseer (2002)
22.
Zurück zum Zitat Smaragdakis, G., Matta, I., Bestavros, A.: SEP: a stable election protocol for clustered heterogeneous WSNs. Technical report, Boston University (2004) Smaragdakis, G., Matta, I., Bestavros, A.: SEP: a stable election protocol for clustered heterogeneous WSNs. Technical report, Boston University (2004)
23.
Zurück zum Zitat Islam, M., Matin, M., Mondol, T.: Extended Stable Election Protocol (SEP) for three-level hierarchical clustered heterogeneous WSN, pp. 43–43 (2012) Islam, M., Matin, M., Mondol, T.: Extended Stable Election Protocol (SEP) for three-level hierarchical clustered heterogeneous WSN, pp. 43–43 (2012)
24.
Zurück zum Zitat Tripathi, J., de Oliveira, J.C., Vasseur, J.P.: A performance evaluation study of RPL: routing protocol for low power and lossy networks. In: 2010 44th Annual Conference on Information Sciences and Systems (CISS), pp. 1–6. IEEE (2010) Tripathi, J., de Oliveira, J.C., Vasseur, J.P.: A performance evaluation study of RPL: routing protocol for low power and lossy networks. In: 2010 44th Annual Conference on Information Sciences and Systems (CISS), pp. 1–6. IEEE (2010)
25.
Zurück zum Zitat Accettura, N., Grieco, L.A., Boggia, G., Camarda, P.: Performance analysis of the RPL routing protocol. In: 2011 IEEE International Conference on Mechatronics, pp. 767–772. IEEE (2011) Accettura, N., Grieco, L.A., Boggia, G., Camarda, P.: Performance analysis of the RPL routing protocol. In: 2011 IEEE International Conference on Mechatronics, pp. 767–772. IEEE (2011)
26.
Zurück zum Zitat Xie, B., Wang, C.: An improved distributed energy efficient clustering algorithm for heterogeneous WSNs. In: Wireless Communications and Networking Conference (WCNC), pp. 1–6. IEEE (2017) Xie, B., Wang, C.: An improved distributed energy efficient clustering algorithm for heterogeneous WSNs. In: Wireless Communications and Networking Conference (WCNC), pp. 1–6. IEEE (2017)
27.
Zurück zum Zitat Heinzelman, W.R., Chandrakasan, A.: Energy-efficient communication protocol for WSNs. In: 33rd Annual Hawaii international Conference, pp. 10–22. IEEE (2000) Heinzelman, W.R., Chandrakasan, A.: Energy-efficient communication protocol for WSNs. In: 33rd Annual Hawaii international Conference, pp. 10–22. IEEE (2000)
28.
Zurück zum Zitat Pradeepkumar, B., Talukdar, K., Choudhury, B., Singh, P.K.: Predicting external rogue access point in IEEE 802.11 b/g WLAN using RF signal strength. In: 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI), pp. 1981–1986. IEEE (2017) Pradeepkumar, B., Talukdar, K., Choudhury, B., Singh, P.K.: Predicting external rogue access point in IEEE 802.11 b/g WLAN using RF signal strength. In: 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI), pp. 1981–1986. IEEE (2017)
29.
Zurück zum Zitat Cheng, L., Niu, J., Luo, C., Shu, L.: Towards minimum-delay and energy-efficient flooding in low-duty-cycle WSNs. Comput. Netw. 134, 66–77 (2018)CrossRef Cheng, L., Niu, J., Luo, C., Shu, L.: Towards minimum-delay and energy-efficient flooding in low-duty-cycle WSNs. Comput. Netw. 134, 66–77 (2018)CrossRef
30.
Zurück zum Zitat Kumar, V., Yadav, S., Kumar, V., Sengupta, J., Tripathi, R., Tiwari, S.: Optimal clustering in Weibull distributed WSNs based on realistic energy dissipation model. In: Pattnaik, P.K., Rautaray, S.S., Das, H., Nayak, J. (eds.) Progress in Computing, Analytics and Networking. AISC, vol. 710, pp. 61–73. Springer, Singapore (2018). https://doi.org/10.1007/978-981-10-7871-2_7CrossRef Kumar, V., Yadav, S., Kumar, V., Sengupta, J., Tripathi, R., Tiwari, S.: Optimal clustering in Weibull distributed WSNs based on realistic energy dissipation model. In: Pattnaik, P.K., Rautaray, S.S., Das, H., Nayak, J. (eds.) Progress in Computing, Analytics and Networking. AISC, vol. 710, pp. 61–73. Springer, Singapore (2018). https://​doi.​org/​10.​1007/​978-981-10-7871-2_​7CrossRef
31.
Zurück zum Zitat Levis, P., Patel, N., Culler, D.: Trickle: a self-regulating algorithm for code propagation and maintenance in WSNs. In: USENIX/ACM Symposium, vol. 25 (2004) Levis, P., Patel, N., Culler, D.: Trickle: a self-regulating algorithm for code propagation and maintenance in WSNs. In: USENIX/ACM Symposium, vol. 25 (2004)
33.
Zurück zum Zitat Singh, S.K., Kumar, P.: A survey on successors of LEACH protocol. IEEE Access 5, 4298–4328 (2017)CrossRef Singh, S.K., Kumar, P.: A survey on successors of LEACH protocol. IEEE Access 5, 4298–4328 (2017)CrossRef
34.
Zurück zum Zitat Wei, D., Jin, Y., Vural, S., Moessner, K., Tafazolli, R.: An energy-efficient clustering solution for wireless sensor networks. IEEE Trans. Wirel. Commun. 10(11), 3973–3983 (2011)CrossRef Wei, D., Jin, Y., Vural, S., Moessner, K., Tafazolli, R.: An energy-efficient clustering solution for wireless sensor networks. IEEE Trans. Wirel. Commun. 10(11), 3973–3983 (2011)CrossRef
Metadaten
Titel
LIENE: Lifetime Enhancement for 6LoWPAN Network Using Clustering Approach Use Case: Smart Agriculture
verfasst von
Pradeepkumar Bhale
Santosh Biswas
Sukumar Nandi
Copyright-Jahr
2021
DOI
https://doi.org/10.1007/978-3-030-75004-6_5

Premium Partner