Signal chains for measurement of analog quantities typically pose the toughest design challenges for engineers. Even a simple signal chain with a resistive sensor and an analog-to-digital data acquisition system involves multiple complex factors that have to be dealt with before a valid measurement can be made.
This is a must read article if you would like to learn how to perform precision low voltage measurements.