Introduction: Intelligent autonomous tractors are based on advanced positioning, path planning, and control technologies, truly achieving remote unmanned operation. Compared with traditional tractors, they eliminate the harm of noise, vibration, exposure to sunlight, and dust to the operator's body, making the operation more labor-saving and safe. At the same time, intelligent operation speed adjustment can effectively improve fuel economy and operation efficiency by adjusting the optimal operation speed according to different working conditions.