Analysis of physical layer security of MIMO system using ML algorithms vs theoretical best
Various MIMO channels have been implemented (Line of Sight, Rayleigh fading, etc). The main analysis done was to compare the physical layer security provided by antenna selection (any subset of the transmit antennas) using ML algorithms to the theoretical maximum security rate.
The main conclusion is that as the ML algorithms can approach the theoretical curves as the training data increase. This is a problem where synthetic data can be used as the channels are random in nature, so by using random channels good results can be achieved.