This article discusses the advances in sensors, the internet of things (IoT), robotics, and artificial intelligence (AI) that have enabled the development of intelligent agricultural machinery and equipment. These technologies are expected to promote innovations and practices in autonomous agricultural machinery operation, accurate data acquisition, smart decision making, operation quality and efficiency, and improved agricultural resilience and sustainability. The article also outlines the topics of interest, which include intelligent perception for operational environment and autonomous navigation, intelligent disease, pest, and weed identification and management, smart sensors and IoT for agricultural machinery monitoring, automatic control methods and systems for agricultural machinery operation, intelligent farm equipment, and agricultural robot technology for crop and livestock management.
