Do Horoscopes Work for Factories? Performance Comparison of Wireless Channel Prediction Algorithms within an Indoor Factory Floor
While there are many AI based wireless channel prediction algorithms proposed for wireless communication, how useful will those be in scheduling communication within an indoor factory environment? Base stations in a cellular network must schedule communication resources depending on the traffic in the network and wireless channel variations. In this research a few of the 5G-based wireless channel quality prediction algorithms can be compared on their performance for different types of factories.
The researcher (Sabari Nathan Anbalagan) has performed and published a sensitivity analysis on the potential of 5G channel quality prediction for industrial indoor environments. The student will have to survey available channel quality prediction algorithms, choose a few algorithms and compare their performance within an industrial indoor environment.
30% Theory, 50% Simulations, 20% Writing
Sabari Nathan Anbalagan (email@example.com)