sis 15(4): e2

Research Article

Research on Innovating, Applying Multiple Paths Routing Technique Based on Fuzzy Logic and Genetic Algorithm for Routing Messages in Service - Oriented Routing

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  • @ARTICLE{10.4108/sis.2.4.e2,
        author={Nguyen Thanh Long and Nguyen Duc Thuy and Pham Huy Hoang},
        title={Research on Innovating, Applying Multiple Paths Routing Technique Based on Fuzzy Logic and Genetic Algorithm for Routing Messages in Service - Oriented Routing},
        journal={EAI Endorsed Transactions on Scalable Information Systems},
        volume={2},
        number={4},
        publisher={ICST},
        journal_a={SIS},
        year={2015},
        month={2},
        keywords={Ad hoc network, MANET, QOS, bandwidth guarantee, multiple paths, routing, service},
        doi={10.4108/sis.2.4.e2}
    }
    
  • Nguyen Thanh Long
    Nguyen Duc Thuy
    Pham Huy Hoang
    Year: 2015
    Research on Innovating, Applying Multiple Paths Routing Technique Based on Fuzzy Logic and Genetic Algorithm for Routing Messages in Service - Oriented Routing
    SIS
    ICST
    DOI: 10.4108/sis.2.4.e2
Nguyen Thanh Long1,*, Nguyen Duc Thuy2, Pham Huy Hoang3
  • 1: Informatic Center of Hanoi Telecommunications, 75 Dinh Tien Hoang, Hoan Kiem, Hanoi, Viet Nam
  • 2: Post and Telecommunications Institute, 122 Hoang Quoc Viet, Nghia Tan, Cau Giay, Hanoi, Viet Nam
  • 3: Hanoi University of Science Technology, 1 Dai Co Viet, Hanoi, Viet Nam
*Contact email: longptpm@vnpt-hanoi.com.vn

Abstract

MANET (short for Mobile Ad-Hoc Network) consists of a set of mobile network nodes, network configuration changes very fast. In content based routing, data is transferred from source node to request nodes is not based on destination addresses. Therefore, it is very flexible and reliable, because source node does not need to know destination nodes. If We can find multiple paths that satisfies bandwidth requirement, split the original message into multiple smaller messages to transmit concurrently on these paths. On destination nodes, combine separated messages into the original message. Hence it can utilize better network resources, causes data transfer rate to be higher, load balancing, failover. Service Oriented Routing is inherited from the model of content based routing (CBR), combined with several advanced techniques such as Multicast, multiple path routing, Genetic algorithm to increase the data rate, and data encryption to ensure information security. Fuzzy logic is a logical field study evaluating the accuracy of the results based on the approximation of the components involved, make decisions based on many factors relative accuracy based on experimental or mathematical proof. This article presents some techniques to support multiple path routing from one network node to a set of nodes with guaranteed quality of service. By using these techniques can decrease the network load, congestion, use network resources efficiently