A remote servo motor tracking control method based on neural sliding mode

By designing nerve -based tracing control methods in the remote servo motor system, the system's stability and tracking performance are improved by system disturbance and rejection of service attacks under the external disturbance and refusal service attack.

CN115453881BActive Publication Date: 2025-01-28UNIV OF ELECTRONICS SCI & TECH OF CHINA
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Patent Information

Application Number
CN202211159802.8
Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
Filing Date
2022-09-22
Publication Date
2025-01-28
Estimated Expiration
2042-09-22

AI Technical Summary

Technical Problem

Remote servo motor systems are difficult to achieve robust tracking control under external disturbances and denial of service attacks, resulting in reduced system stability and tracking performance.

Method used

Designed a tracking control method based on nerve sliding model, including establishing a disturbing second -order non -linear system model, design status observer, and disturbance observer, and using a track -based tracking controller to realize the systemic robust controller Track control.

Benefits of technology

Through this method, the tracking error of system disturbance and rejection of service attacks can be restrained into a small field in a limited time, which improves the stability and tracking performance of the system.

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Abstract

The present invention relates to the establishment of a remote servo motor system model under external disturbances and denial of service attacks and the design of a tracking control method based on a neural sliding mode. Aiming at the problems of external disturbances and denial of service attacks occurring in a remote servo motor system, the present invention discloses a tracking control method based on a neural sliding mode. The technical solution of the present invention includes: modeling of a servo motor system under external disturbances and denial of service attacks, design of a state observer, design of an interference estimator, design of a tracking controller, and proof of convergence of a tracking error. The present invention can effectively solve the problems of external disturbances and denial of service attacks occurring in a remote servo motor system, improve the security of the system, and realize robust tracking control of a servo motor.
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Citation Information

Patent Citations

  • Sliding-mode control method for hysteretic nonlinear servo motor system

    CN108762088A

  • Z-axis gyroscope neural network sliding mode control method based on disturbance observer

    CN111025915A