Ground robots include unmanned and manned ground vehicles. Sensors mounted on these vehicles form mobile sensors able to sample data from different locations in indoor or outdoor environments. We develop, test and deploy mobile sensors for different applications such as surveillance, landmine detection, precision agriculture, environment monitoring, pipeline inspection and infrastructure health monitoring.