Soft computing methods for WiMax Network Planning on 3D Geographical Information Systems
详细信息 查看全文
- 作者：Le Hoang Sona ; b ; sonlh@vnu.edu.vn" class="auth_mail" title="E-mail the corresponding author ; Pham Huy Thongc ; d ; phamhuythong@tdt.edu.vn" class="auth_mail" title="E-mail the corresponding author
- 关键词：3D GIS ; Particle Swarm Optimization ; Parallel Random Forest ; Soft computing ; WiMax Network Planning
- 刊名：Journal of Computer and System Sciences
- 出版年：2017
- 出版时间：February 2017
- 年：2017
- 卷：83
- 期：1
- 页码：159-179
- 全文大小：6365 K
文摘
- •
We concentrated on WiMax Network Planning on 3D Geographical Information Systems.
- •
A generalized mathematical model including 3D path loss calculation was proposed.
- •
Soft computing methods including parallel Random Forest, BTP and PSO were designed.
- •
Experimental validation was performed on the real datasets of Bolzano–Bozen, Italy.
- •
The proposed hybrid achieved better performance than some planning algorithms.