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Model-based restoration using light vein for range-gated imaging systems
Wang, C. J.; T. Sun; T. F. Wang; R. Wang; J. Guo and Y. Z. Tian
2016
发表期刊Applied Optics
卷号55期号:26
摘要The intrinsic hysteresis nonlinearity of the piezo-actuators can severely degrade the positioning accuracy of a tip-tilt mirror (TTM) in an adaptive optics system. This paper focuses on compensating this hysteresis nonlinearity by feed-forward linearization with an inverse hysteresis model. This inverse hysteresis model is based on the classical Presiach model, and the neural network (NN) is used to describe the hysteresis loop. In order to apply it in the real-time adaptive correction, an analytical nonlinear function derived from the NN is introduced to compute the inverse hysteresis model output instead of the time-consuming NN simulation process. Experimental results show that the proposed method effectively linearized the TTM behavior with the static hysteresis nonlinearity of TTM reducing from 15.6% to 1.4%. In addition, the tip-tilt tracking experiments using the integrator with and without hysteresis compensation are conducted. The wavefront tip-tilt aberration rejection ability of the TTM control system is significantly improved with the -3 dB error rejection bandwidth increasing from 46 to 62 Hz. (C) 2016 Society of Photo-Optical Instrumentation Engineers (SPIE)
文章类型期刊
收录类别SCI ; EI
语种英语
文献类型期刊论文
条目标识符http://ir.ciomp.ac.cn/handle/181722/57218
专题中科院长春光机所知识产出
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GB/T 7714
Wang, C. J.,T. Sun,T. F. Wang,et al. Model-based restoration using light vein for range-gated imaging systems[J]. Applied Optics,2016,55(26).
APA Wang, C. J.,T. Sun,T. F. Wang,R. Wang,&J. Guo and Y. Z. Tian.(2016).Model-based restoration using light vein for range-gated imaging systems.Applied Optics,55(26).
MLA Wang, C. J.,et al."Model-based restoration using light vein for range-gated imaging systems".Applied Optics 55.26(2016).
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