
浏览全部资源
扫码关注微信
1. 中国兵器工业计算机应用技术研究所, 北京 100089
2. 北京卫星导航中心, 北京 100094
3. 北京理工大学 自动化学院, 北京 100081
Received:31 August 2021,
Published Online:10 March 2023,
Published:28 February 2023
移动端阅览
Tian ZHANG, Shuxin JIN, Qiang WANG, et al. High-Sensitivity Follow-up Control Technology Based on Micro-Inertial Sensors[J]. Acta Armamentarii, 2023, 44(2): 566-576.
Tian ZHANG, Shuxin JIN, Qiang WANG, et al. High-Sensitivity Follow-up Control Technology Based on Micro-Inertial Sensors[J]. Acta Armamentarii, 2023, 44(2): 566-576. DOI: 10.12382/bgxb.2021.0584.
目前的随动控制装备因难以满足传感器与执行器对实时性、准确性与稳定性需求
出现控制延迟大、执行精度低等问题
极大地限制了随动控制装备应用空间。针对上述问题
提出一种基于微惯性器件与模糊控制云台的低延迟高精度随动控制技术。该技术使用微机电系统惯性测量单元(MEMS IMU)获取高灵敏度体感姿态数据
并使用该姿态数据对双轴云台进行实时高精度随动控制。相对于传统技术手段
本研究通过传感器的实时采集算法改进与云台的高频位置闭环模糊PID控制设计
用低成本实现了低延迟高精度随动控制功能。实测结果表明
系统在连续动作命令发出后88.17ms时间内达到了1.478°(1
σ
)的云台位置响应精度
可满足高灵敏度随动控制需求;新技术适用于无人机控制与观察、车载雷达与武器站控制等领域
可大幅度降低设备操控复杂度
提升控制特性。
The current follow-up control equipment is difficult to meet the requirements of real-time
accuracy and stability for sensors and actuators. Problems such as high control delay and low accuracy exist
greatly limiting the applications of such equipment. To address the above problems
this study proposes a low-delay and high-precision follow-up control technology based on MEMS inertial devices and fuzzy control pan/tilt. This technology uses a m
icro-inertial unit (MEMS IMU) to obtain high-sensitivity attitude dataand uses the attitude data to perform real-time and high-precision follow-up control of the high-precision pan/tilt. Compared with traditional technical means
the improved real-time acquisition algorithm optimizesthe high-frequency position closed-loop fuzzy PID control of the pan/tilt and realizes low-delay and high-precision follow-up control functions at low cost. According to the measurement results
the system achieves a pan-tilt position response accuracy of 1.478deg (1
σ
) within 88.17ms after the continuous action command is issued
which can meet the needs of high-sensitivity follow-up control. This application is suitable for UAV control and observation
vehicle radar and weapon station control
etc.
which can greatly reduce the complexity of equipment control and enhance control characteristics.
张天 , 王强 , 牛海涛 , 等 . 基于微惯性技术的人体头部运动姿态测量 [J ] . 导航与控制 , 2021 , 20 ( 4 ): 96 - 100 .
ZHANG T , WANG Q , NIU H T , et al. Dynamic posture evaluation of human head based on micro-inertial technology [J ] . Navigation and Control , 2021 , 20 ( 4 ): 96 - 100 . (in Chinese)
张天 , 牛海涛 , 侯曾 , 等 . 增强现实技术在军事装备中的应用 [C ] // 第十四届全国信号和智能信息处理与应用学术会议论文集 . 北京 : 中国高科技产业化研究会 , 2021 : 328 - 333 .
ZHANG T , NIU H T , HOU Z , et al. Application of augmented reality technology in military equipment [C ] // Proceedings of the 14th National Conference on Signal and Intelligent Information Processing and Application . Beijing, China : China High-tech Industrialization Research Association , 2021 : 328 - 333 . (in Chinese)
平佳敏 , 刘越 , 翁冬冬 . 虚实融合场景中的深度感知研究综述 [J ] . 中国图象图形学报 , 2021 , 26 ( 6 ): 1503 - 1520 .
PING J M , LIU Y , WENG D D . Review of depth perception in virtual and real fusion environment [J ] . Journal of Image and Graphics , 2021 , 26 ( 6 ): 1503 - 1520 . (in Chinese)
李德栋 , 肖楚琬 , 逄绪阳 . F-35全向光电探测系统实战性分析 [J ] . 激光与红外 , 2017 , 47 ( 3 ): 322 - 326 .
LI D D , XIAO C W , PANG X Y . Practicability analysis on panoramic electric-optical detection system of F-35 fighter [J ] . Laser & Infrared , 2017 , 47 ( 3 ): 322 - 326 (in Chinese)
周忠 , 周颐 , 肖江剑 . 虚拟现实增强技术综述 [J ] . 中国科学:信息科学 , 2015 , 45 ( 2 ): 157 - 180 .
ZHOU Z , ZHOU Y , XIAO J J . Overview of augmented virtual reality technology [J ] . Science in China: Information Science , 2015 , 45 ( 2 ): 157 - 180 . (in Chinese)
高源 , 刘越 , 程德文 , 等 . 头盔显示器发展综述 [J ] . 计算机辅助设计与图形学学报 , 2016 , 28 ( 6 ): 896 - 904 .
GAO Y , LIU Y , CHENG D W , et al. Overview of the development of head-mounted displays [J ] . Journal of Computer-Aided Design & Computer Graphics , 2016 , 28 ( 6 ): 896 - 904 . (in Chinese)
XING B W , ZHOU B , WEI Q , et al. Study on the effect of quadrature error on in-phase output based on electrostatic compensation [C ] //Proceedings of 2020 IEEE International Symposium on Inertial Sensors and Systems.Hiroshima, Japan:IEEE , 2020 : 1 - 3 .
XING B W , ZHOU B , ZHANG X X , et al. Thermal deformation suppression chip based on material symmetry design for single center supported MEMS devices [J ] . IEEE Access , 2020 , 8 : 43314 - 43324 . DOI: 10.1109/Access.6287639 http://doi.org/10.1109/Access.6287639 https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6287639 https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6287639
孙长库 , 黄璐 , 王鹏 , 等 . 运动平台双IMU与视觉组合姿态测量算法 [J ] . 传感技术学报 , 2018 , 31 ( 9 ): 69 - 76 ,80.
SUN C K , HUANG L , WANG P , et al. Fused pose measurement algorithm based on double IMU and vision relative to a moving platform [J ] . Chinese Journal of Sensors And Actuators , 2018 , 31 ( 9 ): 69 - 76 ,80. (in Chinese)
王帅 , 潘树国 , 黄砺枭 , 等 . 单目视觉惯性定位的IMU辅助跟踪模型Positioning [J ] . 测绘通报 , 2018 ( 11 ): 58 - 62 .
WANG S , PAN S G , HUANG L X , et al. IMU-assisted tracking model of monocular vision inertial positioning [J ] . Bulletin of Surveying and Mapping , 2018 ( 11 ): 58 - 62 . (in Chinese)
李中 . 高精度转台控制方法研究 [D ] . 西安 : 西安电子科技大学 , 2014 .
LI Z . Research on high-precision turntable control method [D ] . Xi'an : Xidian University , 2014 . (in Chinese)
王力 , 钱林方 , 高强 , 等 . 基于灰预测模糊PID的随动系统负载模拟器力矩控制研究 [J ] . 兵工学报 , 2012 , 33 ( 11 ): 1379 - 1386 . 为了抑制多余力矩的幅值,提高随动系统负载模拟器加载力矩的控制精度,提出了一种基于灰预测模糊PID的力矩控制器。由灰模型根据力矩传感器测量数值序列的变化趋势,预测加载力矩的未来数值,并以此预测值作为力矩控制器的运算依据。力矩控制器在大误差时采用Bang-Bang控制,小误差时采用模糊PID控制;同时引入伸缩因子,根据误差大小动态调整输入变量的论域,以增强模糊控制器的控制能力。仿真分析和实验结果表明,与传统的PID控制相比,所提出的控制策略能够将多余力矩的幅值进一步削弱接近1/2,可以用于随动系统的动态力矩加载控制。
WANG L , QIAN L F , GAO Q , et al. Research on torque control of servo system load simulator based on grey prediction fuzzy-PID controller [J ] . Acta Armamentarii , 2012 , 33 ( 11 ): 1379 - 1386 . (in Chinese) In order to restrain the extra torque and improve the loading precision of servo system load simulator, a fuzzy-PID torque controller based on grey prediction was proposed. According to the variation trend of the data measured by sensors, the grey prediction model predicted the future values of loading torque circularly, and took those prediction values as the operation basis of the torque controller. When the error was large, the controller performed a switch control; while the error was small, the controller performed a fuzzy-PID control. Meanwhile, a flexible factor depending on error was introduced to adjust the universe of the input variable dynamically and enhance the control ability of the fuzzy controller. The simulation and experiment results show that, compared with the traditional PID control, the proposed control strategy can reduce the extra torque by about one half, and therefore, it can be used to control the dynamical loading of servo systems.
ZHANG T , ZHOU B , YIN P , et al. Optimal design of a center support quadruple mass gyroscope (CSQMG) [J ] . Sensors , 2016 , 16 ( 5 ): 613 . DOI: 10.3390/s16050613 http://doi.org/10.3390/s16050613 http://www.mdpi.com/1424-8220/16/5/613 http://www.mdpi.com/1424-8220/16/5/613
Analog Devices . ADIS16475 [M ] . One Technology Way,P.O.Box 9106,Norwood,MA 02062-9106, U.S. A.
YANG H T , ZHOU B , WEI Q , et al. Accurate attitude estimation of HB2 standard model based on QNCF in hypersonic wind tunnel test [J ] . Chinese Journal of Aeronautics , 2020 , 33 ( 1 ): 64 - 72 . DOI: 10.1016/j.cja.2019.07.021 http://doi.org/10.1016/j.cja.2019.07.021 https://linkinghub.elsevier.com/retrieve/pii/S1000936119302900 https://linkinghub.elsevier.com/retrieve/pii/S1000936119302900
黄令龙 , 郭阳宽 , 蒋培军 , 等 . 高精密伺服转台控制系统的设计 [J ] . 清华大学学报(自然科学版) , 2004 , 44 ( 8 ): 1054 - 1056 .
HUANG L L , GUO Y K , JIANG P J , et al. Control system for high-precision turn table [J ] . Journal of Tsinghua University (Natural Science Edition) , 2004 , 44 ( 8 ): 1054 - 1056 . (in Chinese)
薛开 , 王平 , 王文斌 , 等 . 基于多轴运动控制器的二轴转台控制系统 [J ] . 哈尔滨工程大学学报 , 2006 , 27 ( 4 ): 570 - 573 .
XUE K , WANG P , WANG W B , et al. Control system for two-axis turntable based on programmable multi-axis controller [J ] . Journal of Harbin Engineering University , 2006 , 27 ( 4 ): 570 - 573 . (in Chinese)
郑艳文 , 王彤宇 , 林琳 , 等 . 基于DSP的二轴转台伺服控制系统设计 [J ] . 机电工程 , 2013 , 30 ( 2 ): 210 - 213 .
ZHENG Y W , WANG T Y , LIN L , et al. Two-axis turn table servo control system based on DSP [J ] . Journal of Mechanical & Electrical Engineerin , 2013 , 30 ( 2 ): 210 - 213 . (in Chinese)
SHEN J , XIN B , CUI H Q , et al. Control of single-axis rotation INS by tracking differentiator based fuzzy PID [J ] . IEEE Transactions on Aerospace and Electronic Systems , 2017 , 53 ( 6 ): 2976 - 2986 . DOI: 10.1109/TAES.2017.2722558 http://doi.org/10.1109/TAES.2017.2722558 http://ieeexplore.ieee.org/document/7967675/ http://ieeexplore.ieee.org/document/7967675/
XU L J , XU T , WANG J J , et al. A fuzzy PID controller-based two-axis compensation device for airborne laser scanning [J ] . IEEE Sensors Journal , 2017 , 17 ( 5 ): 1353 - 1362 . DOI: 10.1109/JSEN.2016.2646742 http://doi.org/10.1109/JSEN.2016.2646742 http://ieeexplore.ieee.org/document/7802602/ http://ieeexplore.ieee.org/document/7802602/
0
Views
242
下载量
0
CNKI被引量
Publicity Resources
Related Articles
Related Author
Related Institution
京公网安备11010802024360号