MEAN FIELD GAME FRAMEWORK BASED TECHINIQUE FOR CONTROL OF TRANSMISSION POWER FOR MACHINE TYPE COMMUNICATION

摘要

A transmission power control method for Machine Type Communication (MTC) is provided. The disclosed transmit power control method is that the Fokker-Planck-Kolmogorov (FPK) equation of the mean field representing the statistical distribution of the system state across a number of MTC devices located in a network environment is and obtaining, using the finite difference method, a solution of the mean field game coupled as a constraint to the Hamilton-Jacobi-Bellman (HJB) equation governing the determination of the optimal control policy.