Improvement of battery lifetime in software‐defined network using particle swarm optimization based cluster‐head gateway switch routing protocol with fuzzy rules

The software‐defined network (SDN) is one of the network architectures, in which the data plane and control plane is divided from each other, and the network can be handled using a sensibly centralized controller and this method is adopted to reconfigure the wireless sensor network automatically. In...

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Bibliographic Details
Published in:Computational intelligence 2020-05, Vol.36 (2), p.813-823
Main Authors: Sahaya Sheela, Maria Antony, Prabakaran, Rajendran
Format: Article
Language:English
Subjects:
Algorithms
battery lifetime
CGSR
Clusters
Computer networks
Energy consumption
fuzzy rules
Gateways
Mobile ad hoc networks
network lifetime
Nodes
Numerical analysis
Optimization
Packet transmission
Particle swarm optimization
PSO
Radio equipment
Route selection
Software
Software-defined networking
software‐defined networks
Switching theory
Wireless networks
Wireless sensor networks
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Summary:The software‐defined network (SDN) is one of the network architectures, in which the data plane and control plane is divided from each other, and the network can be handled using a sensibly centralized controller and this method is adopted to reconfigure the wireless sensor network automatically. In this article, to implement the SDN in MANET, in which control nodes can be chosen in SDN dynamically for the activation of MANET function to allocate the works to other mobile nodes to the base station. However, in the field of mobile ad hoc networks, the network lifetime, and battery lifetime is one of the major problems and the energy consumption can play a significant rule for the transmission of data in the SDN. Therefore, in this article, particle swarm optimization (PSO) based CGSR (cluster‐head gateway switch routing protocol) algorithm with fuzzy rules is proposed to increase the network lifetime of battery powered mobile nodes by reducing the energy consumptions of each node in software‐defined MANET. In this proposed method, a routing method that can permit various mobile nodes with low battery power to transmits the data from source node to base station. We design a PSO based CGSR routing protocol by selecting the routing mobile nodes using fuzzy rules for packet transmission. In CGSR process, the formation of cluster and selection of cluster head is executed depending on the particle swarm optimization method. This proposed routing protocol can be used to enhance the battery lifetime by extension of the network lifetime with numerical analysis for efficient route node selection.
ISSN:0824-7935
1467-8640
DOI:10.1111/coin.12271