This paper presents a test system of CO2 gas concentration using mid-infrared LED.Differential absorption method and coherent detecting technology are used to enhance sensitivity.The measurement precision of the system is about 1% SF on condition that the concentration of CO2 is within the range of 0% to 10%.The experimental results conform to the theoretical analysis.This paper provides a new idea for LED-based gas detecting system.