Optimising wireless network throughput using ML techniques at 2.4GHz ISM band

• Main Author: Jin, Lin
• Other Authors: Law Choi Look
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Engineering
• Online Access: https://hdl.handle.net/10356/177067
• Institution: Nanyang Technological University

This project is concerned with optimizing performance of wireless networks at 2.4GHz ISM band by using Machine Learning techniques to improve throughput. Inevitably at this ISM band, there will be interference when multiple networks such as IEEE802.11 and Bluetooth connections are running conc...