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Classification of wireless links using machine learning techniques

Author(s): Gregor Cerar (Author), Mihael Mohorčič (Supervisor), Carolina Fortuna (Co-Supervisor)

Year: 2021

Type: Doctoral dissertation

Due to the nature of the wireless transmission medium, wireless communications are characterised by notably larger losses of data packets than wired communications. The quality of wireless links is highly dependent on channel variations, interference and even transceiver imperfections. Such link uncertainty instigated the development of numerous techniques that can …