Various architectures for floating point analog-to-digital converters (FP-ADC) have been conceived The highest conversion rates were achieved, to the precision's detriment, by employing flash analog-to-digital converters as basic building blocks. This paper proposes a new architecture that contains a high precision low rate, analog-to-digital converter that periodically performs calibration cycles to compensate for the inaccuracies introduced in the measurement process by the components' parameters drift Besides a better accuracy, the proposed solution provides a higher reliability of FP-ADC operation.