SpringerLink
Log in

Efficient bandwidth-aware routing protocol in wireless sensor networks (EBARP)

  • Original Research
  • Published:
International Journal of Information Technology Aims and scope Submit manuscript

Abstract

The parameters bandwidth (bw), energy (en) and delay (dl) of wireless sensor network (WSN) is recognized as the major source of quality of service (QoS). One of the important features is a bandwidth limitation that has a major influence on the configuration of the routing algorithm. Paths in traditional routing protocols are chosen to provide transmission performance for the current flow while focusing on bandwidth efficiency to a limited extent. This approach results in significant amounts of bandwidth fragments that cannot be practiced completely, as a result, ignoring bandwidth results in infeasible solutions. In this paper, the novel routing algorithm efficient bandwidth aware routing protocol (EBARP) in WSN is proposed, which includes initially cluster formation and cluster head (CH) selection based on bandwidth (bw), residual energy(re) and delay(d) between the node and CH via fuzzy logic, to improve sensor node energy. It also takes into account multilevel energy, bandwidth, and delay for data transmission from source to destination using the Lagrange relaxation method.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Log in via an institution

Subscribe and save

Springer+ Basic
EUR 32.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or Ebook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Price includes VAT (France)

Instant access to the full article PDF.

Institutional subscriptions

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10

Similar content being viewed by others

References

  1. Marina MK, Das SR (2001) On-demand multi-path distance vector routing in ad hoc networks. In: Ninth international conference on network protocols. IEEE, pp 14–23

  2. Layuan L, Chunlin L, Peiyan Y (2007) Performance evaluation and simulations of routing protocols in ad hoc networks. Comput Commun 30(8):1890–1898

    Article  Google Scholar 

  3. Wang X, Wang X, Liu L et al (2013) DutyCon: a dynamic duty-cycle control approach to end-to-end delay guarantees in wireless sensor networks. ACM Trans Sens Netw 9(4):1–33

    Article  Google Scholar 

  4. Zhong Z, Wang J, Nelakuditi S, Lu G-H (2006) On selection of candidates for opportunistic any path forwarding. ACM SIGMOBILE Mob Comput Commun Rev 10(4):1–2

    Article  Google Scholar 

  5. Dubois-Ferri’ere H, Grossglauser M, Vetterli M (2011) Valuable detours: least-cost any path routing. IEEE/ACM Trans Netw 19(2):333–346

    Article  Google Scholar 

  6. Naghshvar M, Javidi T (2010) Opportunistic routing with congestion diversity in wireless multi-hop networks. In: Proc. INFOCOM, (San Diego, CA), pp 1–5

  7. LauferR et al (2012) Plasma: a new routing paradigm for wireless multi hop networks. In: Proc. INFOCOM 2012, (Orlando, FL), pp 2706–2710

  8. Wu W, Zhang Z, Sha X, He C (2009) Auto rate MAC protocol based on congestion detection for wireless ad hoc networks. Inf Technol J 8(8):1205–1212

    Article  Google Scholar 

  9. Mehmood T, Libman L, Dehkordi HR, Jha SK (2013) Optimal opportunistic routing and network coding for bidirectional wireless flows. Comput Netw 57(18):4030–4046

    Article  Google Scholar 

  10. Mao X, Tang S, Xu X, Li X-Y, Ma H (2011) Energy-efficient opportunistic routing in wireless sensor networks. IEEE Trans Parallel Distrib Syst 22(11):1934–1942

    Article  Google Scholar 

  11. Lee KC, Lee U, Gerla M (2010) Geo-opportunistic routing for vehicular networks. IEEE Commun Mag 48(5):164–170

    Article  Google Scholar 

  12. Roy L, Liu J, Poon E, Chan A-LC, Li B (2001) MP-DSR: a QoS-aware multi-path dynamic source routing protocol for wireless ad hoc networks. In: 26th annual IEEE conference on local computer networks, 2001. Proceedings. LCN 200, pp 132–141

  13. Ye Z, Krishnamurthy SV, Tripathi SK (2003) A framework for reliable routing in mobile ad hoc networks. In: Twenty-second annual joint conference of the IEEE computer and communications INFOCOM 2003. IEEE Societies, vol 1, pp 270–280

  14. Naseem M, Kumar C (2013) EDSDV: efficient DSDV routing protocol for MANET. In: 2013 IEEE international conference on computational intelligence and computing research (ICCIC), pp 1–4

  15. Huynh TT, Tran CH, Dinh-Duc AV (2016) Delay-energy aware clustering multi-hop routing in wireless sensor networks. In: Information science and applications (ICISA) 2016. Springer, Singapore, pp 31–40

  16. Huynh T-T, Tran T-N, Tran C-H, Dinh-Duc A-V (2017) Delay constraint energy-efficient routing based on Lagrange relaxation in wireless sensor networks. IET Wirel Sensor Syst 7(5):138–145

    Article  Google Scholar 

  17. Durresi A, Paruchuri V, Barolli L (2005) Delay-energy aware routing protocol for sensor and actor networks. In: 11th International conference on parallel and distributed systems. Proceedings, vol 1. IEEE, pp 292–298

  18. Zhang X, Zhang L (2010) Optimizing energy-latency trade-off in wireless sensor networks with mobile element. In: 2010 IEEE 16th international conference on parallel and distributed systems (ICPADS). IEEE, pp 534–541

  19. Huynh TT, Tran CH, Dinh-Duc AV (2016) Delay-energy aware clustering multi-hop routing in wireless sensor networks. In: Information science and applications (ICISA). Springer, Singapore, pp 31–40

  20. Do TD, Nguyen QD, Kim D-S (2013) GRATA: gradient-based traffic-aware routing for wireless sensor networks. IET J Wirel Sens Syst 3(2):104–111. https://doi.org/10.1049/iet-wss.2012.0083

    Article  Google Scholar 

  21. Ergen SC, Varaiya P (2007) Energy efficient routing with delay guarantee for sensor networks. Springer J Wirel Netw 13(5):679–690

    Article  Google Scholar 

  22. Munir MF, Kherani AA, Filali F (2009) Distributed algorithm for minimizing delay in multi-hop wireless sensor networks. In: The seventh IEEE int. symp. modeling and optimization in mobile, ad hoc, and wireless networks, Seoul, Korea, pp 1–9

  23. RadunovicB, Gkantsidis C, Key P, Rodriguez P (2008) An optimization framework for opportunistic multipath routing in wireless mesh networks. In: Proc. INFOCOM, (Phoenix, AZ), pp 2252–2260

  24. LauferR, Dubois-Ferri‘ere H, Kleinrock L (2009) Multirate any path routing in wireless mesh networks. In: Proc. INFOCOM, (Rio de Janeiro, Brazil), pp 37–45

  25. ZengK, Lou W, Zhai H (2008) On end-to-end throughput of opportunistic routing in multirate and multihop wireless networks. In: Proc. INFOCOM, (Phoenix, AZ), pp 816–824

  26. Biswas S, Morris R (2005) ExOR: opportunistic multi-hop routing for wireless networks. ACM SIGCOMM Comput Commun Rev 35(4):133–144

    Article  Google Scholar 

  27. LauferR et al (2012) Plasma: a new routing paradigm for wireless multihop networks. In: Proc. INFOCOM 2012, (Orlando, FL), pp 2706–2710

  28. ChachulskiS, Jennings M, Katti S, Katabi D (2007) Trading structure for randomness in wireless opportunistic routing. In: Proc. ACM SIGCOMM, pp 169–180

  29. Al-Zubi RT, Krunz M, Salameh HB (2014) IMPORTANT: integrating multi-rate capability into opportunistic routing in uwb-based ad hoc networks. Comput Commun 53:84–94

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

  1. Department of CSE, P.D.A College of Engineering, Kalaburagi, India

    Jayashree Agarkhed & Vijayalaxmi Kadrolli

  2. Department of ECE, P.D.A College of Engineering, Kalaburagi, India

    Siddarama R. Patil

Authors
  1. Jayashree Agarkhed
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Vijayalaxmi Kadrolli
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. Siddarama R. Patil
    View author publications

    You can also search for this author in PubMed Google Scholar

Corresponding author

Correspondence to Vijayalaxmi Kadrolli.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Agarkhed, J., Kadrolli, V. & Patil, S.R. Efficient bandwidth-aware routing protocol in wireless sensor networks (EBARP). Int. j. inf. tecnol. 14, 1967–1979 (2022). https://doi.org/10.1007/s41870-021-00828-2

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s41870-021-00828-2

Keywords

Search

Navigation