Acta Photonica Sinica, Volume. 53, Issue 6, 0611001(2024)
Distortion Prediction Method of Laser Scanning Projection System Based on PSO-BP Neural Network
[1] KAUFMAN S P, AL E[P]. Laser radar projection with object feature detection and ranging.
[2] KAUFMAN S P, METTINEN K J, MOHAZZAB M et al[P]. scanning and object tracking.
[3] KAUFMAN S P, SAVIKOVSKY A, MOHAZZAB M[P]. Virtual laser projection system and method.
[4] SIVERTSEN C G[P]. Laser projection system projecting content based on information collected from nearby targets.
[5] QI Baoling, WANG Chunhui, GUO Dongbing et al. A scanning distortion correction method based on X-Y galvanometer lidar system[J]. Chinese Physics B, 30, 044206(2021).
[6] GONG Yuanjiu, XIA Fei, SUN Jiaxing. Correction method for geometric distortion of laser marking system[J]. Electronic Measurement Technology, 37, 25-28(2014).
[7] ZHANG Tian, LIANG Yufeng, WANG Hui et al. Field distortion correction in galvanometric scanning system by interpolation with symmetric polynomials[J]. Precision Engineering, 83, 134-141(2023).
[8] DING Yutao, ZHANG Jun, GUO Yao et al. Research on the analysis and correction algorithm of pillow distortion in galvanometer scanning[J]. Laser & Optoelectronics Progress, 61, 1708001(2024).
[9] ZHANG Shuangyi, XU Xiping. Optical design of f-θ lens in laser scanning system[J]. Optical Instruments, 34, 40-44(2012).
[10] HOU Maosheng, CHEN Yuqing, LIU Dali et al. Research on laser scanning projection pattern deviation correction based on time compensation[J]. Acta Photonica Sinica, 49, 0411002(2020).
[11] HOU Maosheng, SHI Zhengxue, LIU Jiqiang et al. Development of a laser scanning projection system with a dual-diameter fitting method and particle swarm optimization[J]. Applied Optics, 60, 1250-1259(2021).
[12] HOU Maosheng, CHEN Yuqing, SHI Zhengxue et al. Self-calibration method of laser scanning projection system based on monocular vision[J]. Acta Photonica Sinica, 50, 0212002(2021).
[13] ZHU Jiangmiao, SONG Wenfeng, GAO Yuan et al. Hydrogen atomic clock error prediction based on improved BP neural network[J]. Instrumentation, 37, 454-460(2016).
[14] WANG Zhifang, WANG Shutao, WANG Guichuan. Application of particle swarm optimization BP neural network in methane detection[J]. Acta Photonica Sinica, 48, 0412004(2019).
[15] JIA Meihui, LI Lijuan, REN Jiaojiao et al. Terahertz nondestructive testing signal recognition based on PSO-BP neural network[J]. Acta Photonica Sinica, 50, 0930004(2021).
[16] QIN Ling, ZHANG Chongtai, GUO Ying et al. Research on visible light indoor positioning algorithm based on Elman neural network[J]. Acta Optica Sinica, 42, 0506002(2022).
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Hongtao ZHANG, Fang TANG, Kun WU, Yiran ZHU, Maosheng HOU. Distortion Prediction Method of Laser Scanning Projection System Based on PSO-BP Neural Network[J]. Acta Photonica Sinica, 2024, 53(6): 0611001
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Received: Nov. 27, 2023
Accepted: Jan. 17, 2024
Published Online: Jul. 16, 2024
The Author Email: Maosheng HOU (houmsh@cust.edu.cn)