摘要
目的:激光扫描共聚焦显微镜(共聚焦显微镜)在医学检测弱荧光图像中存在对焦耗时长、检流式扫描仪速度慢、容易受负载扰动和电机参数改变影响等诸多问题,而弱荧光图像具有高分辨率、大视野的成像要求。方法:提出了模糊控制自适应整定的PID调整方法,搭建了相应的激光扫描共聚焦显微镜控制系统;并在给定步进输入和动态变化的阶梯输入下对现有PID和自适应模糊PID控制方法进行了仿真实验。结果:相较于PID控制,模糊PID控制的稳态误差明显减小,超调量低于10%,大大提高了运动平台的稳定性,且调节XY载物平台至稳定所需的调节时间更短。结论:将自适应模糊PID控制策略应用于共聚焦显微镜XY控制平台,具有动态响应快、抗干扰性强、稳定性好的特点,在一定程度上满足了弱荧光图像高分辨率、大视野的成像要求。
Objective:Laser confocal scanning microscopy has the problems of long focusing time,slow galvanometer speed and easy to be affected by load disturbance and motor parameter change in the process of detecting weak fluorescence images,which demands high resolution and a large field of view. Method: In this paper,we proposed the PID adjustment method of fuzzy control adaptive tuning. The corresponding laser confocal scanning microscope control system was built. And a simulation experiment was carried out about the existing PID and adaptive fuzzy PID control method. Result: Compared with the PID control,the steady-state error of the fuzzy PID control is significantly reduced,and the overshoot is less than 10%,which greatly improves the stability of the motion platform. Moreover,the time required to adjust the XY platform to stability is shorter. Conclusion: The adaptive fuzzy PID control strategy is applied to the XY control platform of confocal microscope. It has the characteristics of fast dynamic response,strong anti-interference and good stability,which satisfies the imaging requirements of high-resolution and large-field of weak fluorescence images to a certain extent.
作者
薛腾
叶仙
胡洁
XUE Teng;YE Xian;HU Jie(School of Mechanical Engineering,ShanghaiJiao Tong University,Shanghai 200240,China)
出处
《电子显微学报》
CAS
CSCD
北大核心
2019年第2期118-124,共7页
Journal of Chinese Electron Microscopy Society
基金
国家自然科学基金资助项目(Nos.51675329
51675342)
机械系统与振动国家重点实验室课题(Nos.GZ2016KF001
GKZD020018)
上海宝山区科委项目(16-C-3)
上海交通大学"医工交叉创新基金"(No.YG2014MS12)
特种车辆及其传动系统智能制造国家重点实验室开放课题(No.GZ2016KF001)