Manuscript Number : CSEIT411813

Data Load Balancing In Mobile Ad Hoc Network Using Fuzzy Logic (DBMF)

Authors(3) :-Abu Sufian, Farhana Sultana, Prof. Paramartha Dutta

Volume and movement of data rapidly increasing in every type of data communications and networking, and ad hoc networks are not spare from these challenges. Traditional Multipath routing protocols in Mobile Ad-hoc Networks (MANETs) did not focuses data load distribution and balancing as much as required. In this scheme, we have proposed data load distribution and balancing through multiple paths simultaneously. We have considered three important parameters of ad hoc network those are: mobility of node, energy of node and packet drop rate at a node. This scheme combines these three metrics using fuzzy logic to get decisive parameter. We have shown improvement of this scheme over similar kind of protocols in NS-2 network simulator.

Authors and Affiliations

Abu Sufian
Department of Computer Science, University of Gour Banga, Malda, West Bengal, India
Farhana Sultana
Department of Computer Science, University of Gour Banga, Malda, West Bengal, India
Prof. Paramartha Dutta
Department of Computer & System Sciences, Visvha-Bharati University, Santiniketan, West Bengal, India

Ad-hoc networks; MANETs, Load balancing; Distribution; Fuzzy logic; Multipath

  1. C.K. Toh (2002). Ad Hoc Mobile Wireless Networks: Protocols and Systems, Prentice Hall PTR, 1st Edition,
  2. S. Murthy, J.J. Garcia-Luna-Aceves, (1996). An Efficient Routing Protocol for Wireless Networks, ACM Mobile Networks and Applications Journal, 183-197.
  3. X. Bangnan, S. Hischke, and B. Walke (2003). The role of ad hoc networking in future wireless communications, Int. Conf. on Commun. Technol. 1353-1358.
  4. Perkins C.E and Bhagwat P, (1994). Highly dynamic Destination-Sequenced Distance-Vector Routing (DSDV) for Mobile Computers, SIGCOMM ACM, pp. 234-245.
  5. T. Clausen, P. Jacquet, (2003). Optimized Link State Routing Protocol OLSR, IETF Request for Comments: 3626.
  6. Perkins C.E. and Royer E.M (1998), Ad-hoc n-demand Distance Vector Routing, draft-ietf-manet-aodv-02.txt.
  7. D. B. Johnson, Y. Hu, D. A. Maltz, (2007), The Dynamic Source Routing Protocol (DSR) for Mobile Ad Hoc Networks for IPv4, IETF Request for Comments: 4728.
  8. M. K. Marina, S. R. Das,(2001), On-demand multi path distance vector routing in ad hoc networks, in Proceedings of the Ninth International Conference on Network Protocols, IEEE Computer Society, Washington, DC, USA, pp. 14–23.
  9. The Zone Routing Protocol (ZRP) for Ad Hoc Networks (July 2002) by Zygmunt J. Haas, Marc R. Pearlman, Prince Samar
  10.  Anuradha Banerjee, Abu Sufian and Paramartha Duta (2018), EMR-PL: Energy-efficient multipath routing based on link life prediction in ad hoc networks, Journal of Information and Optimization Sciences, 39(1), pp-285-301, DOI: 10.1080/02522667.2017.1374733
  11. I. Chlamtac, M. Conti and Jennifer J.-N.Liuc(2003). Mobile ad hoc networking: imperatives and challenges, Ad Hoc Networks, Volume 1, Issue 1, Pages 13-64.
  12. Abu Sufian, Anuradha Banerjee and Paramartha Dutta, (2016). Fuzzy-Controlled Scheduling of Route-Request Packets (FSRR) in Mobile Ad Hoc Networks, Indian Journal of Science and Technology, Vol 9(43), DOI: 10.17485/ijst/2016/v9i43/104384.
  13.  M. Tarique, K. E.Tepe, S. Adibi and S. Erfani, (2009). Survey of multipath routing protocols for mobile ad hoc networks, Journal of Network and Computer Applications, Volume .32, Issue 6, Pages 1125-1143.
  14. Anuradha Banerjee , Paramartha Dutta and Abu Sufian (2016), Fuzzy Route Switching For Energy Preservation (FEP) in Ad Hoc Networks, Indian Journal of Science & Technology, Volume 9, Issue 43.
  15. A. Sufian, A. Banerjee, P. Dutta,(2018), Survey of Various Real and Non-real-time Scheduling Algorithms in Mobile Ad hoc Networks. Industry Interactive Innovations in Science, Engineering and Technology. Lecture Notes in Networks and Systems, vol 11. Springer, Singapore, https://doi.org/10.1007/978-981-10-3953-9_13
  16. http://isi.edu/nsnam/ns
  17. Y. Liu, L. Guo, H. Ma and T. Jiang, (2008). Energy Efficient On-Demand Multipath Routing Protocol for Multi-Hop Ad Hoc Networks, IEEE 10th International Symposium on Spread Spectrum Techniques and Applications, IEEE Xplore, DOI: 10.1109/ISSSTA.2008.112.
  18. N. T. Javan, R. Kiaeifar, B. Hakhamaneshi and M. Dehghan, (2009). ZD-AOMDV: A New Routing Algorithm for Mobile Ad-Hoc Networks, Eighth IEEE/ACIS International Conference on Computer and Information Science, IEEE Xplore, DOI: 10.1109/ICIS.2009.178.
  19. M. R. Pearlman, Z. J. Haas, P. Sholander and S. S. Tabrizi,(2000), On the impact of alternate path routing for load balancing in mobile ad hoc networks, Proceedings of the 1st ACM international symposium on Mobile ad hoc networking & computing, Pages 3-10.
  20. L. Zhang, Z. Zhao, Y. Shu, L. Wang and O.W.W. Yang, (2002). Load balancing of multipath source routing in ad hoc networks, IEEE International Conference on Communications. Conference Proceedings, IEEE Xplore, DOI: 10.1109/ICC.2002.997425.
  21. Lei Wang, Lianfang Zhang, Yantai Shu and Miao Dong, (2000). Multipath source routing in wireless ad hoc networks, Canadian Conference on Electrical and Computer Engineering. Conference Proceedings. Navigating to a New Era (Cat. No.00TH8492), IEEE Xplore, DOI: 10.1109/CCECE.2000.849755
  22. Y. Ganjali and A. Keshavarzian, (2004), Load balancing in ad hoc networks: single-path routing vs. multi-path routing, IEEE INFOCOM-2004, IEEE XPLORE, DOI: 10.1109/INFCOM.2004.1356998.
  23. Salma Ktari, Houda Labiod and Mounir Frikha (2006). Load Balanced Multipath Routing in Mobile Ad hoc Network. 10th IEEE Singapore International Conference on Communication Systems, IEEE Xplore, DOI: 10.1109/ICCS.2006.301522.
  24. Amir Darehshoorzadeh, Nastooh Taheri Javan, Mehdi Dehghan and Mohammad khalili, (2008). LBAODV: A New Load Balancing Multipath Routing Algorithm for Mobile Ad hoc Networks, Proceedings of IEEE 2008 6th National Conference on Telecommunication Technologies and IEEE 2008 2nd Malaysia Conference on Photonics, 26-27 August 2008, Putrajaya, Malaysia.
  25. [25] R. Vinod Kumar and Dr.R.S.D.Wahida Banu, (2010), Load-balancing Approach for AOMDV in Ad-hoc Networks, IJCA Special Issue on “Mobile Ad-hoc Networks” pp-200-205.
  26. M.T. Yahya and A.D. Omar, (2012). A Novel Multipath Load Balancing Approach Using Fibonacci Series for Mobile Ad Hoc Networks, International Journal of Computer Theory and Engineering, Vol. 4, No. 2.
  27. Saleh A. Alghamdi, (2015). Load balancing ad hoc on-demand multipath distance vector (LBAOMDV) routing protocol, EURASIP Journal on Wireless Communications and Networking, DOI 10.1186/s13638-015-0453-8.
  28. A. Bhattacharya and K. Sinha, (2017). An Efficient Protocol for Load-Balanced Multipath Routing in Mobile Ad Hoc Networks, Ad Hoc Networks, Volume 63, August 2017, Pages 104-114, https://doi.org/10.1016/j.adhoc.2017.05.008
  29. P. dutta and A. Banerjee, (2012). Fuzzy-controlled Power-aware Multicast Routing (FPMR) For Mobile Ad Hoc Networks, Procedia Technology 4 ( 2012 ) 38 – 49.
  30. B.K.Mangaraj, (2016). Relative Effectiveness Analysis under Fuzziness, Procedia Computer Science, Volume 102, Pages 231-238.

Publication Details

Published in : Volume 4 | Issue 1 | March-April 2018
Date of Publication : 2018-04-25
License:  This work is licensed under a Creative Commons Attribution 4.0 International License.
Page(s) : 77-84
Manuscript Number : CSEIT411813
Publisher : Technoscience Academy

ISSN : 2456-3307

Cite This Article :

Abu Sufian, Farhana Sultana, Prof. Paramartha Dutta, "Data Load Balancing In Mobile Ad Hoc Network Using Fuzzy Logic (DBMF)", International Journal of Scientific Research in Computer Science, Engineering and Information Technology (IJSRCSEIT), ISSN : 2456-3307, Volume 4, Issue 1, pp.77-84, March-April-2018.
Journal URL : http://ijsrcseit.com/CSEIT411813

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