Smart sensors in IoT irrigation systems measure soil moisture levels using various techniques such as tensiometry, electrical conductivity, and time-domain reflectometry (TDR). These sensors transmit data to the gateway device, which then sends it to the cloud platform for analysis and processing. The data is used to determine the optimal watering schedule, ensuring that crops receive the right amount of water at the right time.