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

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 i...

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Main Authors: Oleksandr Oksiiuk, Vadym Krotov
Format: Article
Language:English
Published: Lublin University of Technology 2019-03-01
Series:Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska
Subjects:
Online Access:https://ph.pollub.pl/index.php/iapgos/article/view/783
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author Oleksandr Oksiiuk
Vadym Krotov
author_facet Oleksandr Oksiiuk
Vadym Krotov
author_sort Oleksandr Oksiiuk
collection DOAJ
description 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.
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spelling doaj.art-78630ccf24784266abf2a8c2defeb8682022-12-22T01:44:49ZengLublin University of TechnologyInformatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska2083-01572391-67612019-03-019110.5604/01.3001.0013.0921ANALYSIS AND CHOICE OF ROUTING PROTOCOLS IN WIRELESS AD HOC NETWORKS BASED ON THE USE THE NEURAL NETWORKOleksandr Oksiiuk0Vadym Krotov1Taras Shevchenko National University of KyivHeroes of Krut Military Institute of Telecommunications and InformaticsIn 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.https://ph.pollub.pl/index.php/iapgos/article/view/783routing protocolwireless ad hoc networksthroughput of networkneural networknetworks of special appointment
spellingShingle Oleksandr Oksiiuk
Vadym Krotov
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
routing protocol
wireless ad hoc networks
throughput of network
neural network
networks of special appointment
title ANALYSIS AND CHOICE OF ROUTING PROTOCOLS IN WIRELESS AD HOC NETWORKS BASED ON THE USE THE NEURAL NETWORK
title_full ANALYSIS AND CHOICE OF ROUTING PROTOCOLS IN WIRELESS AD HOC NETWORKS BASED ON THE USE THE NEURAL NETWORK
title_fullStr ANALYSIS AND CHOICE OF ROUTING PROTOCOLS IN WIRELESS AD HOC NETWORKS BASED ON THE USE THE NEURAL NETWORK
title_full_unstemmed ANALYSIS AND CHOICE OF ROUTING PROTOCOLS IN WIRELESS AD HOC NETWORKS BASED ON THE USE THE NEURAL NETWORK
title_short ANALYSIS AND CHOICE OF ROUTING PROTOCOLS IN WIRELESS AD HOC NETWORKS BASED ON THE USE THE NEURAL NETWORK
title_sort analysis and choice of routing protocols in wireless ad hoc networks based on the use the neural network
topic routing protocol
wireless ad hoc networks
throughput of network
neural network
networks of special appointment
url https://ph.pollub.pl/index.php/iapgos/article/view/783
work_keys_str_mv AT oleksandroksiiuk analysisandchoiceofroutingprotocolsinwirelessadhocnetworksbasedontheusetheneuralnetwork
AT vadymkrotov analysisandchoiceofroutingprotocolsinwirelessadhocnetworksbasedontheusetheneuralnetwork