Wireless network throughput improvement using machine learning technique

• Main Author: Shyu, Zi Xun
• Other Authors: Law Choi Look
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Engineering; Info-communication
• Online Access: https://hdl.handle.net/10356/176331
• Institution: Nanyang Technological University

This project presents a viable method to optimize the wireless network by identifying the congestion level using machine learning techniques so that the user can switch to a network with lower congestion, to achieve a much higher network throughput. The data collected for machine learning is done wi...