Methods and systems for an adaptive modem for
wireless devices which includes, among other things, receiving a
wireless signal transmitted by an access point, identifying waveform characteristics of the
wireless signal, determining, based on the waveform characteristics, whether the
wireless signal contains
beacon information, determining, based on the waveform characteristics, a wireless standard for the
wireless signal, responsive to determining that the wireless standard implemented by the
wireless signal is a first type of wireless standard and that the wireless
signal contains
beacon information, obtaining a first pre-trained weight set for the first type of wireless standard, applying the first pre-trained weight set to a first
machine learning (ML) model to configure the first ML model for the first type of wireless standard, and recovering, using the first ML model configured for the first type of wireless standard, one or more bits of the
beacon information from the wireless signal.