Particle Swarm Based Resource Optimized Geographic Routing for Improved Network Lifetime in MANET

被引:1
作者
C. Nallusamy
A. Sabari
机构
[1] K S Rangasamy College of Technology,
来源
Mobile Networks and Applications | 2019年 / 24卷
关键词
MANET; Geographic routing; Particle swarm optimization; Network lifetime; Resource optimization;
D O I
暂无
中图分类号
学科分类号
摘要
In a Mobile ad hoc network (MANET), scalability, dynamic topology and high mobility are the most significant challenges to perform the routing with improved network lifetime. According to the geographical location, geographic routing termed as position-based routing performs data transmission between source node and destination node in a MANET. But, geographic routing protocols were not able achieve effective routing with enhanced network lifetime by improving the resource optimization and optimal coverage performance. In order to improve the resource optimization and network lifetime, an efficient Particle Swarm based Resource Optimized Geographic Routing (PS-ROGR) technique is introduced in MANET. Initially, each particle (i.e. mobile node) movement in a network is controlled by its local best known position in the search space (i.e. geographic location). The PSO permits all the particles in the network to communicate with the other particles with minimum energy. The particle which has the better global best function is selected for energy efficient routing based on the fitness value. Therefore the entire particles share the similar best position to optimize the network resources. Thereby, the PS-ROGR technique prolong the lifetime of the network with minimum energy utilization. Simulation is carried out on the factors such as packet delivery ratio, average end to end delay, energy consumption and network lifetime. Thus, the proposed PS-ROGR technique improves the network lifetime by 22% and reduces the average end to end delay by 46%. Then, the packet delivery ratio is enhanced up to 11% and energy consumption is minimized to 16% with the help of proposed PS-ROGR technique.
引用
收藏
页码:375 / 385
页数:10
相关论文
共 36 条
[1]  
Chen Q(2013)Adaptive position update for geographic routing in mobile ad hoc networks IEEE Trans Mob Comput 12 489-501
[2]  
Kanhere SS(2014)TIGHT: a geographic routing protocol for cognitive radio mobile ad hoc networks IEEE Trans Wirel Commun 13 4670-4681
[3]  
Hassan M(2015)“a maximally radio-disjoint geographic multipath routing protocol for MANET”, annals of telecommunications - annales des telecommunications Spring 70 207-220
[4]  
Jin X(2015)Dir-DREAM: geographical routing protocol for FSO MANET Advances in Intelligent Systems and Computing, Springer, Volume 321 95-106
[5]  
Zhang R(2014)Particle swarm optimization (PSO)-based node and link lifetime prediction algorithm for route recovery in MANET EURASIP J Wirel Commun Net 2014 1-10
[6]  
Sun J(2013)Shortest Path Geographic Routing for Mobile Ad Hoc Networks Int J Comput Sci Eng Technol (IJCSET) 4 1177-1180
[7]  
Zhang Y(2012)Self-adaptive on-demand geographic routing for mobile ad hoc networks IEEE Trans Mob Comput 11 1572-1586
[8]  
Dong P(2016)Tian Hui-ying li, Bing-xiang Liu, “a BER and 2-hop routing information-based stable geographical routing protocol in MANETs for multimedia applications” Wirel Pers Commun 90 3-32
[9]  
Qian H(2012)Link-stability and energy aware routing protocol in distributed wireless networks IEEE Transact Parallel Distrib Syst 23 713-726
[10]  
Zhou K(2014)Particle swarm optimization in intelligent routing of delay-tolerant network routing EURASIP J Wirel Commun Netw 2014 1-8