Skip to main content

A Survey of Mobile Ad-Hoc Networks Based on Fuzzy Logic

  • Conference paper
  • First Online:
Advances on Intelligent Computing and Data Science (ICACIn 2022)

Abstract

Wirelessly connected mobile devices with self-configuration need to have reliable communication. The deployment of routing techniques in dynamic Ad-Hoc networks has enhanced traffic management. In mobile Ad-Hoc networks (MANETs), each node freely moves from one place to another and acts as a router. However, mobile networks are also considered Ad-Hoc wireless networks. Wireless technologies are merged in MANETs to improve communication among the nodes. MANETs can be easily installed in civil and military applications. This paper presents a survey study on MANETs using fuzzy logic-based techniques based on reviewed literature. Also, some applications are discussed, which include forestry, search and rescue operations, and digital libraries. In addition, different types of routing protocols are incorporated, like proactive, reactive, hybrid, swarm intelligence, and fuzzy logic-based routing. However, a brief overview of fuzzy systems and different real-time applications that use fuzzy technology as a controller are given preference. Besides, investigating fuzzy logic in MANETs, especially in routing protocols, has attracted researchers to this field of study.

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 219.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 279.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Alameri, I.A., Komarkova, J.: Network routing issues in global geographic information system. In: SHS Web of Conferences (2021)

    Google Scholar 

  2. Ghasemnezhad, S., Ghaffari, A.: Fuzzy logic based reliable and real-time routing protocol for mobile ad hoc networks. Wireless Pers. Commun. 98(1), 593–611 (2017)

    Article  Google Scholar 

  3. Raza, N., Umar Aftab, M., Qasim Akbar, M., Ashraf, O., Irfan, M.: Mobile ad-hoc networks applications and its challenges. Commun. Netw. 08(03), 131–136 (2016)

    Article  Google Scholar 

  4. Helen, D., Arivazhagan, D.: A stable routing algorithm for mobile ad hoc network using fuzzy logic system. Int. J. Adv. Intell. Paradig. 14(3–4), 248–259 (2019)

    Google Scholar 

  5. Alshehri, A., Badawy, A.-H.A., Huang, H.: FQ-AGO: fuzzy logic Q-learning based asymmetric link aware and geographic opportunistic routing scheme for MANETs. Electronics 9(4), 576 (2020)

    Google Scholar 

  6. Kanellopoulos, D., Cuomo, F.: Recent developments on mobile ad-hoc networks and vehicular ad-hoc networks. Electron. 10(4), 1–3 (2021)

    Google Scholar 

  7. Al-Absi, M.A., Al-Absi, A.A., Sain, M., Lee, H.: Moving ad hoc networks—a comparative study. Sustain. 13(11) (2021)

    Google Scholar 

  8. Mutalik, P., Nagaraj, S., Vedavyas, J., Biradar, R.V., Patil, V.G.C.: A comparative study on AODV, DSR and DSDV routing protocols for Intelligent Transportation System (ITS) in metro cities for road traffic safety using VANET route traffic analysis (VRTA). In: 2016 IEEE Int Conf Adv Electron Commun Comput Technol ICAECCT 2016, pp. 383–6 (2017)

    Google Scholar 

  9. Chettibi, S., Chikhi, S.: Dynamic fuzzy logic and reinforcement learning for adaptive energy efficient routing in mobile ad-hoc networks. Appl. Soft. Comput. 38, 321–328 (2016)

    Article  Google Scholar 

  10. Moudni, H., Er-rouidi, M., Mouncif, H., El Hadadi, B.: Secure routing protocols for mobile ad hoc networks. In: 2016 International Conference on Information Technology for Organizations Development (IT4OD), pp. 1–7 (2016)

    Google Scholar 

  11. Hsu, K.-K., Tsai, D.-R.: Mobile ad hoc network applications in the library. In: 2010 Sixth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, pp. 700–3 (2010)

    Google Scholar 

  12. Alameri, I.A.: A novel approach to comparative analysis of legacy and nature inspired ant colony optimization based routing protocol in MANET. J. Southwest Jiaotong Univ. 54(4) (2019)

    Google Scholar 

  13. Biswas, A.K., Dasgupta, M.: A secure hybrid routing protocol for mobile ad-hoc networks (MANETs). In: 2020 11th Int Conf Comput Commun Netw Technol ICCCNT 2020 (2020)

    Google Scholar 

  14. Liu, C., Wu, J., Kohli, P., Furukawa, Y.: Raster-to-vector: revisiting floorplan transformation. In: Proceedings of the IEEE International Conference on Computer Vision, pp. 2195–203 (2017)

    Google Scholar 

  15. Mchergui, A., Moulahi, T., Nasri, S.: QoS evaluation model based on intelligent fuzzy system for vehicular ad hoc networks. Computing 102(12), 2501–2520 (2020). https://doi.org/10.1007/s00607-020-00820-x

    Article  MathSciNet  Google Scholar 

  16. Pi, S., Sun, B.: Fuzzy controllers based multipath routing algorithm in MANET. Phys Procedia [Internet]. 24, 1178–85 (2012). https://doi.org/10.1016/j.phpro.2012.02.176

  17. Mani Kandan, J., Sabari, A.: Fuzzy hierarchical ant colony optimization routing for weighted cluster in MANET. Clust. Comput. 22(4), 9637–9649 (2017)

    Google Scholar 

  18. Vikkurty, S., Shetty, S.P.: Design and implementation of fuzzy logic based OLSR to enhance the performance in mobile ad hoc networks. In: International Conference on Intelligent Computing and Communication Technologies, pp. 424–33 (2019)

    Google Scholar 

  19. Su, B.-L., Wang, M.-S., Huang, Y.-M.: Fuzzy logic weighted multi-criteria of dynamic route lifetime for reliable multicast routing in ad hoc networks. Expert Syst. Appl. 35(1–2), 476–484 (2008)

    Article  Google Scholar 

  20. Tabatabaei, S., Teshnehlab, M., Mirabedini, S.J.: Fuzzy-based routing protocol to increase throughput in mobile ad hoc networks. Wireless Pers. Commun. 84(4), 2307–2325 (2015)

    Article  Google Scholar 

Download references

Acknowledgment

We appreciate the time and effort put in by the reviewers and editor of this conference, as well as the valuable comments and suggestions they provided us with as we prepared this study for submission.

This work is supported by SGS University of Pardubice project No. SGS_2022_008.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Ibrahim Ahmed Alameri .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2023 The Author(s), under exclusive license to Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Alameri, I.A., Komarkova, J., Al-Hadhrami, T. (2023). A Survey of Mobile Ad-Hoc Networks Based on Fuzzy Logic. In: Saeed, F., Mohammed, F., Mohammed, E., Al-Hadhrami, T., Al-Sarem, M. (eds) Advances on Intelligent Computing and Data Science. ICACIn 2022. Lecture Notes on Data Engineering and Communications Technologies, vol 179. Springer, Cham. https://doi.org/10.1007/978-3-031-36258-3_25

Download citation

Publish with us

Policies and ethics