A sensor sampling system comprises a field unit to receive at least one analysis parameter from a base station and a signal representing a machine parameter monitored by a machine sensor. The field unit analyzes the signal based on the at least one machine parameter to generate a representation of the machine parameter, and wirelessly transmits the representation of the machine parameter for reception by the base station.