首页 > 论文 > High Power Laser Science and Engineering > 8卷 > 3期(pp:28--1)

Decoupling of the position and angular errors in laser pointing with a neural network method

  • 摘要
  • 论文信息
  • 参考文献
  • 被引情况
  • PDF全文
分享:

Abstract

In laser-pointing-related applications, when only the centroid of a laser spot is considered, then the position and angular errors of the laser beam are often coupled together. In this study, the decoupling of the position and angular errors is achieved from one single spot image by utilizing a neural network technique. In particular, the successful application of the neural network technique relies on novel experimental procedures, including using an appropriate small-focal-length lens and tilting the detector, to physically enlarge the contrast of different spots. This technique, with the corresponding new system design, may prove to be instructive in the future design of laser-pointing-related systems.

广告组1.2 - 空间光调制器+DMD
补充资料

DOI:10.1017/hpl.2020.29

所属栏目:Research Articles

基金项目:The authors would like to thank Qiang Gao for helpful discussions.

收稿日期:2020-02-12

录用日期:2020-07-01

网络出版日期:2020-09-10

作者单位    点击查看

Lei Xia:Institute for Advanced Study, Shenzhen University, Shenzhen 518060, China;Key Laboratory of Optoelectronic Devices and Systems of Ministry of Education and Guangdong Province, College of Optoelectronic Engineering, Shenzhen University, Shenzhen 518060, China
Yuanzhang Hu:Institute for Advanced Study, Shenzhen University, Shenzhen 518060, China
Wenyu Chen:Institute for Advanced Study, Shenzhen University, Shenzhen 518060, China
Xiaoguang Li:Institute for Advanced Study, Shenzhen University, Shenzhen 518060, China

联系人作者:Xiaoguang Li(xgli@szu.edu.cn)

备注:The authors would like to thank Qiang Gao for helpful discussions.

【1】J. Yin, J. Ren and H. Lu. Nature. 488, (2012).

【2】K. Wilhelmsen, A. Awwal and G. Brunton. Fusion. Eng. Des. 87, (2012).

【3】G. Genoud, F. Wojda, M. Burza, A. Persson and C.-G. Wahlstr?m. Rev. Sci. Instrum. 82, (2011).

【4】B. Shirinzadeh, P. L. Teoh, Y. Tian, M. M. Dalvand, Y. Zhong and H. C. Liaw. Robot. Cim-Int. Manuf. 26, (2010).

【5】M. J. Beerer, H. Yoon and B. N. Agrawal. Control. Eng. Pract. 21, (2013).

【6】A. S. Koujelev and A. E. Dudelzak. Opt. Eng. 47, (2008).

【7】E. H. Anderson, R. L. Blankinship, L. P. Fowler, R. M. Glaese and P. C. Janzen. Proc. SPIE. 6569, (2007).

【8】I. Moon, S. Lee and M. K. Cho. Proc. SPIE. 5877, (2005).

【9】S. T. Dawkins and A. N. Luiten. Appl. Opt. 47, (2008).

【10】W. Zhao, J. Tan, L. Qiu, L. Zou, J. Cui and Shi Z.. Rev. Sci. Instrum. 76, (2005).

【11】J. Pan, J. Viatella, P. P. Das and Y. Yamasaki. Proc. SPIE. 5377, (2004).

【12】L. Lublin, D. Warkentin, P. P. Das, A. I. Ershov, J. Vipperman, R. L. Spangler and B. Klene. , , , , , , and , Proc. SPIE , ().. 5040(1682), (2003).

【13】Q. Zhou, P. Ben-Tzvi, D. Fan and A. A. Goldenberg. 2008 International Workshop on Robotic and Sensors Environments. : IEEE, (2008).

【14】P. H. Merritt and J. R. Albertine. Opt. Eng. 52, (2012).

【15】K. HornicK. Hornic. Neural Networks. 2, (1989).

【16】Y. LeCun, Y. Bengio and G. Hinton. Nature. 521, (2015).

【17】D. G. Sandler, T. K. Barrett, D. A. Palmer, R. Q. Fugate and W. J. Wild. Nature. 351, (1991).

【18】J. R. P. Angel, P. Wizinowich, M. Lloyd-Hart and D. Sandler. Nature. 348, (1990).

【19】P. L. Wizinowich, M. Lloyd-Hart and B. McLeod. , , Proc. SPIE , ().. 1542, (1991).

【20】F. Breitling, R. S. Weigel, M. C. Downer and T. Tajima. Rev. Sci. Instrum. 72, (2001).

【21】H. Guo, N. Korablinova, Q. Ren and J. Bille. Opt. Express. 14, (2006).

【22】N. A. Abbasi, T. Landolsi and R. Dhaouadi. Mechatronics. 25, (2015).

【23】H. Yu, G. Rossi, A. Braglia and G. Perrone. Appl. Opt. 55, (2016).

【24】L. Xia, Y. Gao and X. Han. Opt. Commun. 387, (2017).

【25】M. A. NielsenM. A. Nielsen. Neural Networks and Deep Learning. : Determination Press, (2015).

【26】D. E. Rumelhart, G. E. Hinton and R. J. Williams. Nature. 323, (1986).

引用该论文

Lei Xia, Yuanzhang Hu, Wenyu Chen, and Xiaoguang Li, "Decoupling of the position and angular errors in laser pointing with a neural network method," High Power Laser Science and Engineering 8(3), e28 (2020)

您的浏览器不支持PDF插件,请使用最新的(Chrome/Fire Fox等)浏览器.或者您还可以点击此处下载该论文PDF