摘要
Visual servo systems represent a critical technology in robotic perception and control loops, widely used in target tracking, automatic monitoring, and visual navigation, particularly in pan-tilt platform-based image tracking systems. Traditional PID controllers with fixed gains, although simple and efficient, face significant limitations in dynamic environments due to target size variations and system delays. This paper proposes an adaptive PID control algorithm based on target size, dynamically adjusting PID gains and dead zones according to the real-time target area in images. A low-pass filtering mechanism is incorporated to mitigate high-frequency jitters induced by delays. Simulation results using Simulink demonstrate that this adaptive PID approach significantly reduces overshoot and settling time compared to traditional PID control, achieving robust tracking performance and stability even in conditions with substantial distance changes and random disturbances.
| 源语言 | 英语 |
|---|---|
| 主期刊名 | Proceedings - 2025 17th International Conference on Intelligent Human-Machine Systems and Cybernetics, IHMSC 2025 |
| 出版商 | Institute of Electrical and Electronics Engineers Inc. |
| 页 | 102-105 |
| 页数 | 4 |
| ISBN(电子版) | 9798331567590 |
| DOI | |
| 出版状态 | 已出版 - 2025 |
| 活动 | 17th International Conference on Intelligent Human-Machine Systems and Cybernetics, IHMSC 2025 - Hangzhou, 中国 期限: 23 8月 2025 → 24 8月 2025 |
出版系列
| 姓名 | Proceedings - 2025 17th International Conference on Intelligent Human-Machine Systems and Cybernetics, IHMSC 2025 |
|---|
会议
| 会议 | 17th International Conference on Intelligent Human-Machine Systems and Cybernetics, IHMSC 2025 |
|---|---|
| 国家/地区 | 中国 |
| 市 | Hangzhou |
| 时期 | 23/08/25 → 24/08/25 |
联合国可持续发展目标
此成果有助于实现下列可持续发展目标:
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可持续发展目标 3 良好健康与福祉
学术指纹
探究 'Target Size Adaptive PID Control Method for Gimbal Visual Servo' 的科研主题。它们共同构成独一无二的学术指纹。引用此
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