Name
Title | ||
|---|---|---|
A Hybrid Intelligent Simulation System for Constructing IoT Networks: Performance Evaluation of WMN-PSODGA Simulation System Considering Different Router Replacement Methods |
Abstract | ||
|---|---|---|
Wireless Mesh Networks (WMNs) are becoming an important networking infrastructure because they have many advantages such as low cost and increased high-speed wireless Internet connectivity. In our previous work, we implemented a Particle Swarm Optimization (PSO) based simulation system, called WMN-PSO, and a simulation system based on Genetic Algorithm (GA), called WMN-GA, for solving node placement problem in WMNs. Then, we implemented a hybrid intelligent simulation system based on PSO and distributed GA (DGA), called WMN-PSODGA. Moreover, we added in the fitness function a new parameter for the load balancing of the mesh routers called NCMCpR (Number of Covered Mesh Clients per Router). In this paper, we consider five router replacement methods for WMN-PSODGA. The simulation results show that CM and LDVM router replacement methods have better performance than other methods. Comparing LDVM and CM, we see that LDVM has better behavior. |
Year | DOI | Venue |
|---|---|---|
2020 | 10.1016/j.iot.2020.100215 | Internet of Things |
Keywords | DocType | Volume |
IoT,WMNs,PSO,DGA | Journal | 11 |
ISSN | Citations | PageRank |
2542-6605 | 1 | 0.34 |
References | Authors | |
0 | 6 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Ohara Seiji | 1 | 1 | 0.34 |
| Admir Barolli | 2 | 275 | 50.30 |
| Ampririt Phudit | 3 | 1 | 0.34 |
| Shinji Sakamoto | 4 | 356 | 41.07 |
| Keita Matsuo | 5 | 212 | 55.01 |
| Barolli Leonard | 6 | 1 | 0.34 |