Application of Support Vector Machine in Health Assessment of Shipborne Radar Antennas

Shipborne antennas are important equipment to ensure the completion of aerospace measurement ship missions. Due to long-term operation under complex and harsh conditions, key components such as motors, gears, bearings, and other mechanical equipment will inevitably fail, causing serious safety hazards and directly affecting the completion of the mission. This paper analyzes the role and significance of the antenna health management system, introduces the theory of support vector machine, establishes the model and application framework of support vector machine, implements the mathematical model in the antenna health management system, and verifies the feasibility of the model through the antenna measured data validation.