Intelligent heterogeneous wireless network using machine learning techniques
Heterogeneous Wireless networks such as wireless mesh network usage is on the rise in recent years, and is being extensively studied, where network optimization is the one of the key interests. This project aims to use machine learning techniques to optimize the network. There are many ways to optim...
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Nanyang Technological University
2023
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sg-ntu-dr.10356-1678012023-07-07T15:44:36Z Intelligent heterogeneous wireless network using machine learning techniques Yeo, Zhan Cheng Law Choi Look School of Electrical and Electronic Engineering ECLLAW@ntu.edu.sg Engineering::Electrical and electronic engineering Heterogeneous Wireless networks such as wireless mesh network usage is on the rise in recent years, and is being extensively studied, where network optimization is the one of the key interests. This project aims to use machine learning techniques to optimize the network. There are many ways to optimize the network, however in this project, the main aim is on the 2.4GHz 802.11 channel allocation. Bachelor of Engineering (Electrical and Electronic Engineering) 2023-06-05T02:23:01Z 2023-06-05T02:23:01Z 2023 Final Year Project (FYP) Yeo, Z. C. (2023). Intelligent heterogeneous wireless network using machine learning techniques. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/167801 https://hdl.handle.net/10356/167801 en application/pdf Nanyang Technological University |
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Engineering::Electrical and electronic engineering Yeo, Zhan Cheng Intelligent heterogeneous wireless network using machine learning techniques |
| description |
Heterogeneous Wireless networks such as wireless mesh network usage is on the rise in recent years, and is being extensively studied, where network optimization is the one of the key interests. This project aims to use machine learning techniques to optimize the network. There are many ways to optimize the network, however in this project, the main aim is on the 2.4GHz 802.11 channel allocation. |
| author2 |
Law Choi Look |
| author_facet |
Law Choi Look Yeo, Zhan Cheng |
| format |
Final Year Project |
| author |
Yeo, Zhan Cheng |
| author_sort |
Yeo, Zhan Cheng |
| title |
Intelligent heterogeneous wireless network using machine learning techniques |
| title_short |
Intelligent heterogeneous wireless network using machine learning techniques |
| title_full |
Intelligent heterogeneous wireless network using machine learning techniques |
| title_fullStr |
Intelligent heterogeneous wireless network using machine learning techniques |
| title_full_unstemmed |
Intelligent heterogeneous wireless network using machine learning techniques |
| title_sort |
intelligent heterogeneous wireless network using machine learning techniques |
| publisher |
Nanyang Technological University |
| publishDate |
2023 |
| url |
https://hdl.handle.net/10356/167801 |
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