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Backstepping Sliding Mode Control for Radar Seeker Servo System Considering Guidance and Control System
Yexing Wang1, Humin Lei2, Jikun Ye3
1Air and Missile Defense College, Air Force Engineering University, Xi'an 710051, China. 13110457224@163.com.
This study introduces a novel missile seeker servo system integrated with guidance and control. The proposed adaptive RBFNN method enhances tracking precision and robustness against disturbances, validated by simulations.
Area of Science:
- Aerospace Engineering
- Control Systems Theory
- Robotics
Background:
- Missile guidance and control systems require high precision and robustness.
- Disturbances in projectile motion can significantly degrade performance.
- Existing methods often struggle with real-time state estimation and chattering.
Purpose of the Study:
- To design and validate an integrated missile seeker servo, guidance, and control system (SGCS).
- To improve tracking precision and robustness against projectile motion disturbances.
- To develop a method for real-time state estimation and disturbance compensation.
Main Methods:
- A complete SGCS model was developed.
- A high-order tracking differentiator (HTD) was employed for real-time state estimation.
- Backstepping sliding-mode control was utilized for precision and robustness.
- An adaptive radial basis function neural network (RBFNN) was proposed for disturbance compensation.
Main Results:
- The integrated SGCS model was successfully proposed.
- HTD ensured the feasibility of the control algorithm.
- Backstepping sliding-mode control guaranteed tracking precision and robustness.
- Adaptive RBFNN effectively compensated for disturbances and eliminated chattering.
- Lyapunov stability theory rigorously proved the boundedness of all signals.
- Simulations demonstrated excellent line of sight angle (LOSA)-tracking performance and validated the method's effectiveness.
Conclusions:
- The proposed integrated SGCS with HTD, backstepping sliding-mode control, and adaptive RBFNN offers a robust and precise solution for missile guidance.
- The adaptive RBFNN effectively handles projectile motion disturbances, enhancing system performance.
- The method is rigorously validated through theoretical proofs and extensive simulations.
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