Wireless network throughput improvement using machine learning technique

• المؤلف الرئيسي: Shyu, Zi Xun
• مؤلفون آخرون: Law Choi Look
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Engineering; Info-communication
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/176331
• المؤسسة: 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...