ANALYSIS AND CHOICE OF ROUTING PROTOCOLS IN WIRELESS AD HOC NETWORKS BASED ON THE USE THE NEURAL NETWORK
Oleksandr Oksiiuk
oksiuk@ukr.netTaras Shevchenko National University of Kyiv (Ukraine)
http://orcid.org/0000-0001-9797-6015
Vadym Krotov
Heroes of Krut Military Institute of Telecommunications and Informatics (Ukraine)
http://orcid.org/0000-0001-5696-3496
Abstract
In the past few years, we have seen a rapid expansion in the field of mobile computing due to the proliferation of inexpensive, widely available wireless devices. However, current devices, applications and protocols are solely focused on cellular or wireless local area networks (WLANs), not taking into account the great potential offered by ad hoc networking. Ad hoc networks are wireless mobile networks that can operate without infrastructure and without centralized network management. In such networks, the wireless mobile nodes may dynamically enter the network as well as leave the network. Mobility and dynamic topology are the main characteristics of ad hoc networks. In the last years, the hundreds of new routing protocols were designed, that are used for the various scenarios of this design space. The routing features in wireless ad hoc networks are described. The corresponding routing protocols are reviewed. The paper proposes a method for selecting the preferred protocol wireless networks using the mathematical tools of neural networks.
Keywords:
routing protocol, wireless ad hoc networks, throughput of network, neural network, networks of special appointmentReferences
Anisur R., Shohidul I., Talevski A.: Performance Measurement of Various Routing Protocols in Ad-hoc Network. Proceedings of the International Multi Conference of Engineers and Computer Scientists 2009 – IMECS 2009, Hong Kong 2009.
Google Scholar
Boukerche A.: Algorithms and protocols for wireless, mobile ad hoc networks. John Wiley & Sons Inc., New Jersey 2009.
Google Scholar
Das S. R., Perkins C. E., Royer E. M.: Performance comparison of two on-demand routing protocols for ad hoc networks, in Proceedings of the IEEE Conference on Computer Communications – INFOCOM, Tel Aviv 2000.
Google Scholar
Kaushik S. S., Deshmukh P. R.: Comparison of effectiveness of AODV, DSDV and DSR routing protocols in mobile Ad hoc networks. International Journal of Information Technology and Knowledge Management 2(2)/2009, 499–502.
Google Scholar
Komashinsky V. I., Smirnov D. A.: Neyronnyyeseti i ikh primeneniye v sistemakh upravleniya i svyazi. Goryachaya liniya - Telecom, Moscow 2003.
Google Scholar
Li M.et al.: An Energy-Aware Multipath Routing Protocol for Mobile Ad Hoc Networks, ACM Sigcomm, Beijing 2005, 10–12.
Google Scholar
Morais Cordeiro, de C., Agrawal D. P.: Ad hoc and Sensor Networks, Theory and Applications. World Scientific Publishing Co, Singapore 2006.
Google Scholar
Nasipuri A., Das S. R.: On-Demand Multi-path Routing for Mobile Ad Hoc Networks, IEEE ICCCN’99, 64–70.
Google Scholar
Park V. D., Corson M. S.: A highly adaptive distributed routing algorithm for mobile wireless networks. Proceedings of the IEEE Conference on Computer Communications – INFOCOM, Kobe 1997, 1405–1413.
Google Scholar
Perkins C. E., Bhagwat P.: Highly Dynamic Destination Sequenced Distance Vector Routing (DSDV) for Mobile Computers. Sigcomm, 1994, 234–244.
Google Scholar
RFC 3561 – Ad hoc On-Demand Distance Vector (AODV) Routing. The Internet Engineering Task Force (IETF). URL: http://www.ietf.org/rfc/rfc3561.txt. (Available: 10.10.2018).
Google Scholar
Rogozin O.V.: Otkrytoye obrazovaniye, 6/2010, 140–146.
Google Scholar
Sarkar N. I., Lol W. G.: A Study of MANET Routing Protocols: Joint Node Density, Packet Length and Mobility. IEEE 2010, 515–520.
Google Scholar
Tanenbaum E.: Komp'yuternyye seti. 4th ed. Piter, Saint Petersburg 2003.
Google Scholar
Yang W. et al.: A Bandwidth Aware Multi-path Routing Protocol in Mobile Ad Hoc Networks. Journal of Computational Information Systems 7(3)/2011, 685–696.
Google Scholar
Yasnitsky L.N.: Vvedeniye v iskusstvennyy intellekt. Academy, Moscow 2005.
Google Scholar
Authors
Oleksandr Oksiiukoksiuk@ukr.net
Taras Shevchenko National University of Kyiv Ukraine
http://orcid.org/0000-0001-9797-6015
Authors
Vadym KrotovHeroes of Krut Military Institute of Telecommunications and Informatics Ukraine
http://orcid.org/0000-0001-5696-3496
Statistics
Abstract views: 1177PDF downloads: 165
License
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.