Methods, devices, and systems are provided that include an analyte sensor interface electronics for receiving a plurality of analyte related signals from an analyte sensor over a measurement time period, and a data processing component operatively coupled to the analyte sensor interface electronics for processing the received plurality of analyte related signals, the data processing component including a signal filtering component to filter the received plurality of analyte related signals, and a signal conversion component operatively coupled to the signal filtering component to convert the received filtered plurality of analyte related signals to determine an analyte level associated with a monitored analyte level during the measurement time period.