ANALYSIS AND CHOICE OF ROUTING PROTOCOLS IN WIRELESS AD HOC NETWORKS BASED ON THE USE THE NEURAL NETWORK


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 appointment

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Published : 2019-03-03


Oksiiuk, O., & Krotov, V. (2019). ANALYSIS AND CHOICE OF ROUTING PROTOCOLS IN WIRELESS AD HOC NETWORKS BASED ON THE USE THE NEURAL NETWORK. Informatyka, Automatyka, Pomiary W Gospodarce I Ochronie Środowiska, 9(1), 53-56. https://doi.org/10.5604/01.3001.0013.0921

Oleksandr Oksiiuk  oksiuk@ukr.net
Taras 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