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SDODV. (c2018)

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dc.contributor.author Assi, Maram
dc.date.accessioned 2018-06-05T09:48:22Z
dc.date.available 2018-06-05T09:48:22Z
dc.date.copyright 2018 en_US
dc.date.submitted 2018-01-17
dc.identifier.uri http://hdl.handle.net/10725/8000
dc.description.abstract Mobile ad hoc networks (MANETS) are a set of nodes connected to each other in peer to peer fashion. As MANETs have challenging characteristics such as mobility and limited energy, traditional existing routing protocols are not very efficient. Therefore, the routing problem designated to find and maintain an optimal route between two nodes is not very straight forward. In this work, we present SDODV, a new smart and dynamic on-demand distance vector routing protocol for mobile ad hoc networks that addresses the shortcomings of existing routing protocols. Our proposed adaptive algorithm increases effectively the lifetime of the built network by considering the network topology when establishing a route. It monitors the traffic load, nodes mobility, neighborhood density and battery power to adjust the routing of packets accordingly. This protocol is based on the distributed reinforcement learning approach and on the traditional AODV. SDODV improves the quality of service because its chooses the shortest and the more stable path and it considers mobility, bandwidth and the power of the devices as well. Experimental results prove that SDODV out-performs shortest path and reduces the energy consumption. en_US
dc.language.iso en en_US
dc.subject Lebanese American University -- Dissertations en_US
dc.subject Dissertations, Academic en_US
dc.subject Ad hoc networks (Computer networks) -- Research en_US
dc.subject Linear topological spaces -- Research en_US
dc.subject Vector spaces -- Research en_US
dc.subject Routing protocols (Computer network protocols) -- Research en_US
dc.title SDODV. (c2018) en_US
dc.type Thesis en_US
dc.title.subtitle a smart and dynamic on-demand distance vector routing protocol for MANETs en_US
dc.term.submitted Spring en_US
dc.author.degree MS in Computer Science en_US
dc.author.school SAS en_US
dc.author.idnumber 201003314 en_US
dc.author.commembers Kassar, Abdul Nasser
dc.author.commembers Habre, Samer
dc.author.department Computer Science and Mathematics en_US
dc.description.embargo N/A en_US
dc.description.physdesc 1 hard copy: xi, 67 leaves; 30 cm. available at RNL. en_US
dc.author.advisor Haraty, Ramzi A.
dc.keywords Mobile Ad Hoc Networks en_US
dc.keywords Routing Algorithms en_US
dc.keywords Q-learning en_US
dc.keywords Adaptive protocol en_US
dc.keywords AODV en_US
dc.keywords Shortest Path en_US
dc.description.bibliographiccitations Bibliography : leaves 65-67. en_US
dc.identifier.doi https://doi.org/10.26756/th.2018.54 en_US
dc.author.email maram.assi@lau.edu.lb en_US
dc.identifier.tou http://libraries.lau.edu.lb/research/laur/terms-of-use/thesis.php en_US
dc.publisher.institution Lebanese American University en_US
dc.author.affiliation Lebanese American University en_US


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