Firefly load balancing based energy optimized routing for multimedia data delivery in wireless mesh network
The traffic in wireless mesh network (WMN) is unbalanced. Therefore, few nodes take more data than the other which causes congestion and packet loss and also affects the transmission performance. Thus, there is a need for load balancing technique to improve routing performance. Few research works ha...
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| Vydáno v: | Cluster computing Ročník 22; číslo Suppl 5; s. 12077 - 12090 |
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| Hlavní autoři: | , |
| Médium: | Journal Article |
| Jazyk: | angličtina |
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New York
Springer US
01.09.2019
Springer Nature B.V |
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| ISSN: | 1386-7857, 1573-7543 |
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| Abstract | The traffic in wireless mesh network (WMN) is unbalanced. Therefore, few nodes take more data than the other which causes congestion and packet loss and also affects the transmission performance. Thus, there is a need for load balancing technique to improve routing performance. Few research works have been developed for balancing the load of node in WMN. However, conventional technique does not provide an optimal solution for achieving high throughput and reducing the energy consumption (EC). In order to overcome such limitation, firefly load balancing based energy optimized routing (FLB-EOR) technique is proposed. The FLB-EOR technique is designed for load balancing while delivering multimedia data from the source node to destination with minimum EC in WMNs. The FLB-EOR technique initially used FLB algorithm in order to control the multimedia data congestion over a WMN by considering the load of mesh node. With aid of FLB algorithm, FLB-EOR technique discovers the minimal load weightage nodes in network for transmitting multimedia data which resulting in improved throughput and load balancing efficiency (LBE). After finding the minimal weightage nodes, gravitational neighbour-node selection algorithm is used to find the nearest neighbor for sending the multimedia data from source to destination. In gravitational neighbour-node selection algorithm, distance between the nodes is calculated for finding optimal nearest neighbour node to route multimedia data to destination. This helps to reduce the EC and to increase the network lifetime. The FLB-EOR technique conducts simulation works on factors such as throughput, LBE, EC, network lifetime and end to end delay. The simulation results illustrate that the FLB-EOR technique is able to increases the LBE and also reduces the EC of multimedia data delivery when compared to state-of-the-art works. |
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| AbstractList | The traffic in wireless mesh network (WMN) is unbalanced. Therefore, few nodes take more data than the other which causes congestion and packet loss and also affects the transmission performance. Thus, there is a need for load balancing technique to improve routing performance. Few research works have been developed for balancing the load of node in WMN. However, conventional technique does not provide an optimal solution for achieving high throughput and reducing the energy consumption (EC). In order to overcome such limitation, firefly load balancing based energy optimized routing (FLB-EOR) technique is proposed. The FLB-EOR technique is designed for load balancing while delivering multimedia data from the source node to destination with minimum EC in WMNs. The FLB-EOR technique initially used FLB algorithm in order to control the multimedia data congestion over a WMN by considering the load of mesh node. With aid of FLB algorithm, FLB-EOR technique discovers the minimal load weightage nodes in network for transmitting multimedia data which resulting in improved throughput and load balancing efficiency (LBE). After finding the minimal weightage nodes, gravitational neighbour-node selection algorithm is used to find the nearest neighbor for sending the multimedia data from source to destination. In gravitational neighbour-node selection algorithm, distance between the nodes is calculated for finding optimal nearest neighbour node to route multimedia data to destination. This helps to reduce the EC and to increase the network lifetime. The FLB-EOR technique conducts simulation works on factors such as throughput, LBE, EC, network lifetime and end to end delay. The simulation results illustrate that the FLB-EOR technique is able to increases the LBE and also reduces the EC of multimedia data delivery when compared to state-of-the-art works. |
| Author | Raja, G. P. Mangai, S. |
| Author_xml | – sequence: 1 givenname: G. P. surname: Raja fullname: Raja, G. P. email: gpraja1@gmail.com organization: Department of Information Technology, Sengunthar College of Engineering – sequence: 2 givenname: S. surname: Mangai fullname: Mangai, S. organization: Department of Biomedical Engineering, Velalar College of Engineering and Technology |
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| Keywords | Multimedia data Energy Firefly load balancing algorithm Congestion Load balancing Gravitational neighbour-node selection algorithm Load weightage |
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| SubjectTerms | Algorithms Bandwidths Computer Communication Networks Computer Science Data transmission Design Energy consumption Energy efficiency Finite element method Load balancing Multimedia Nodes Operating Systems Processor Architectures Quality of service Routers |
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