Fault Detection Based on Incremental Locally Linear Embedding for Satellite TX-I

• 作 者: 程月华 胡国飞 陆宁云 姜斌 邢琰
• 机 构: CollegeofAstronautics,CollegeofAutomationEngineering,NationalLaboratoryofSpaceIntelligentControl
• 出 处: Transactions of Nanjing University of Aeronautics and Astron
• 发表日期: 2015年6期

A fault detection method based on incremental locally linear embedding(LLE)is presented to improve fault detecting accuracy for satellites with telemetry data.Since conventional LLE algorithm cannot handle incremental learning,an incremental LLE method is