Infrastructure sensors are devices integrated into various structures like bridges, roads, and buildings to monitor their condition and performance in real-time. They play a crucial role in predictive maintenance, safety assurance, and optimizing the lifespan of infrastructure by providing data-driven insights into structural health and environmental conditions.