万向节
计算机科学
控制器(灌溉)
支持向量机
控制理论(社会学)
控制系统
级联
实时计算
控制工程
人工智能
工程类
控制(管理)
电气工程
航空航天工程
生物
化学工程
农学
作者
Qing Li,Lei Liu,Xiaofei Ma,Silu Chen,Hai Yun,Shuo Tang
出处
期刊:IEEE Transactions on Industrial Informatics
[Institute of Electrical and Electronics Engineers]
日期:2018-08-31
卷期号:15 (3): 1720-1729
被引量:51
标识
DOI:10.1109/tii.2018.2868143
摘要
Cluster unmanned aerial vehicles (UAVs) are widely demanded. To achieve high rate and large capacity communication with cluster UAVs, one of the key but still challenge task is to perform multitarget acquisition, pointing, and tracking (APT) under complex airborne environment. To solve this problem, this paper gives one composite axis APT system for multitarget laser communication with cluster UAVs. The APT system consists of a gimbal mirror and piezoelectric fast steering mirrors (FSMs), which can achieve independent and synchronous control of multiple optical axes. The cascade control scheme is designed for the gimbal mirror and the H∞ controller is designed for the FSM. To further improve the control accuracy, the hysteresis compensator based on least square support vector machines (LS-SVM) is proposed. The pruning error minimization method of LS-SVM is applied to reduce the computational cost. The simulation studies validate the control performance of the multitarget APT system. Finally, the experimental prototype is developed. The experimental results further validate the effectiveness of the proposed multitarget APT system.
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