Bayesian based selfish aware routing on Delay Tolerant Networks

التفاصيل البيبلوغرافية
العنوان: Bayesian based selfish aware routing on Delay Tolerant Networks
المؤلفون: Oliveira, Ricardo Filipe Silva, Costa, António, Nicolau, Maria João, Macedo, Joaquim
بيانات النشر: Instituto Politécnico de Leiria
سنة النشر: 2013
المجموعة: Universidade of Minho: RepositóriUM
مصطلحات موضوعية: Selfish Routing Protocols, Selfish Aware Routing, DTN, Bayes Classifier, Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática, Ciências Naturais::Ciências da Computação e da Informação
الوصف: Delay Tolerant Networks (DTNs) aim to increase messages delivery ratio in environments where it is not possible to establish an end-to-end connection. Although the research of new DTN routing protocols has been gaining some relevance, those protocols usually assume that nodes in a network will collaborate. Nodes can behave selfishly, leading to the inappropriate use of resources, following up the malfunction of the network environment. This paper presents an extension based on bayesian game theory to existing routing protocols. Each node tries to figure others node’s type using the Naive Bayes classifier and behaves appropriately in order to achieve optimal results across the cooperative nodes. The regarded data through the exchangeable events between nodes can also be used to calculate each node’s selfishness, assigning the acceptance and respective delivery probability of a message to its destination. The filter extension improved the delivery ratio of the cooperative nodes on selfish networks. ; FEDER Funds through the Programa Operacional Fatores de Competitividade COMPETE and by National Funds through the FCT - Fundação para a Ciência e a Tecnologia (Portuguese Foundation for Science and Technology) within project FCOMP-01-0124-FEDER-022674
نوع الوثيقة: conference object
وصف الملف: application/pdf
اللغة: English
ردمك: 978-972-8793-62-3
972-8793-62-6
العلاقة: http://crc2013.ipleiria.pt/pt-PT/conferencia/crc-2013-atas.pdfTest; http://hdl.handle.net/1822/36293Test
الإتاحة: http://hdl.handle.net/1822/36293Test
حقوق: info:eu-repo/semantics/openAccess
رقم الانضمام: edsbas.3C1A1C1C
قاعدة البيانات: BASE