Name
Title | ||
|---|---|---|
Performance Evaluation of WMNs WMN-PSOHC System Considering Constriction and Linearly Decreasing Inertia Weight Replacement Methods |
Abstract | ||
|---|---|---|
Wireless Mesh Networks (WMNs) have many advantages such as low cost and increased high-speed wireless Internet connectivity, therefore WMNs are becoming an important networking infrastructure. In our previous work, we implemented a Particle Swarm Optimization (PSO) based simulation system for node placement in WMNs, called WMN-PSO. Also, we implemented a simulation system based on Hill Climbing (HC) for solving node placement problem in WMNs, called WMN-HC. Then, we implemented a hybrid simulation system based on PSO and HC, called WMN-PSOHC. In this paper, we analyze the performance of WMNs by using WMN-PSOHC considering Constriction Method (CM) and Linearly Decreasing Inertia Weight Method (LDIWM). Simulation results show that a good performance is achieved for CM compared with LDIWM. |
Year | DOI | Venue |
|---|---|---|
2019 | 10.1007/978-3-030-33506-9_3 | Lecture Notes in Networks and Systems |
Field | DocType | Volume |
Particle swarm optimization,Hill climbing,Wireless internet,Simulation system,Computer science,Computer network,Inertia,Wireless mesh network,Distributed computing | Conference | 97 |
ISSN | Citations | PageRank |
2367-3370 | 0 | 0.34 |
References | Authors | |
0 | 4 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Shinji Sakamoto | 1 | 356 | 41.07 |
| Seiji Ohara | 2 | 0 | 2.70 |
| Leonard Barolli | 3 | 1179 | 144.22 |
| Shusuke Okamoto | 4 | 65 | 28.98 |