Non-uniform optical phased array based on dual-adaption genetic algorithm improved by chaos sequence

被引:0
|
作者
Yuan, Ye [1 ,2 ]
Jiang, Chenghao [1 ]
Wu, Ming [1 ,2 ]
Zhu, Jingguo [1 ]
机构
[1] Chinese Acad Sci, Inst Microelect, Beijing 100029, Peoples R China
[2] Univ Chinese Acad Sci, Beijing 100049, Peoples R China
关键词
Non-uniform optical phased array; Chaos sequence; Dual-adaption genetic algorithm; Peak side lobe levels; Steering angle; GRATING LOBES; LIDAR; OPTIMIZATION;
D O I
10.1016/j.optlaseng.2024.108500
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
To address the issue of diminishing peak side lobe levels (PSLL) in non-uniform optical phased array (OPA) as steering angle increases, we introduce a dual-adaption genetic algorithm (DAGA) based on chaos sequence to optimize the antenna array layout. By leveraging chaos mapping traversal and randomness, this approach enhances the diversity of the initial antenna layout, thereby improving the algorithm's capacity to escape local optima. Concurrently, we also reduce background noise during the array steering process to enhance PSLL at large steering angle. In this study, we optimize non-uniform antenna arrays with 64-, 128-, and 256-channels. The results demonstrate that at a steering angle of 80 degrees, the PSLL is improved by 2.18, 2.81, and 3.59 dB, respectively, compared to the conventional genetic algorithm (GA). Notably, for a 256-channel array, the PSLL can be optimized to an impressive-18.46 dB using this method. To our knowledge, this represents the lowest PSLL achieved for an equivalent number of channels. Our research offers valuable insights for the practical implementation of OPAs as transmitters in chip-scale frequency modulated continuous wave (FMCW) light detection and ranging (LiDAR) systems.
引用
收藏
页数:10
相关论文
共 50 条
  • [1] Optical phased array based on silicon waveguides with non-uniform widths
    Chen, Jingye
    Sun, Yanling
    Wei, Shijie
    Han, Xiang'e
    Shi, Yaocheng
    [J]. 23RD OPTO-ELECTRONICS AND COMMUNICATIONS CONFERENCE (OECC2018), 2018,
  • [2] Design of a sparse array for a one-dimensional non-uniform optical phased array
    Du, Kunyang
    Wang, Rui
    Guo, Jin
    Jiang, Ruitao
    Kan, Dongbin
    Zhang, Yaoyuan
    [J]. JOURNAL OF THE OPTICAL SOCIETY OF AMERICA B-OPTICAL PHYSICS, 2022, 39 (04) : 1141 - 1146
  • [3] Comprehensive Error Calibration Algorithm based on Non-uniform Dual Circular Array
    Zhang, Jiajia
    Chen, Hui
    Ni, Mengyu
    Wang, Jiangang
    [J]. 2018 INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND MACHINE LEARNING (SPML 2018), 2018, : 47 - 54
  • [4] Silicon Optical Phased Array Side Lobe Suppression Based on an Improved Genetic Algorithm
    Liu, Qixin
    Lu, Youxi
    Wu, Beibei
    Jiang, Ping
    Cao, Rui
    Feng, Junbo
    Guo, Jin
    Jin, Li
    [J]. 2020 ASIA COMMUNICATIONS AND PHOTONICS CONFERENCE (ACP) AND INTERNATIONAL CONFERENCE ON INFORMATION PHOTONICS AND OPTICAL COMMUNICATIONS (IPOC), 2020,
  • [5] Optimal Design of Non-uniform Linear Array Using Genetic Algorithm
    Deng, Weibo
    Sun, Hongxin
    Dong, Yingning
    Yang, Qiang
    [J]. MECHATRONICS ENGINEERING, COMPUTING AND INFORMATION TECHNOLOGY, 2014, 556-562 : 3686 - 3691
  • [6] Non-uniform distributed silicon optical phased array for high directionality and a wide steering range
    Du, Yige
    Qiu, Yang
    Zheng, Shaonan
    Zhao, Xingyan
    Dong, Yuan
    Zhong, Qize
    Hu, Ting
    [J]. APPLIED OPTICS, 2024, 63 (06) : 1522 - 1528
  • [7] Wide-angle non-uniform optical phased array using compact and efficient antenna design
    Elsheikh, Omar E.
    Swillam, Mohamed A.
    [J]. SCIENTIFIC REPORTS, 2024, 14 (01)
  • [8] Non-uniform optical phased array with a large steering angle and high side mode suppression ratio
    Wang, Z. H. E. N. G.
    Ma, P. E. N. G. F. E., I
    Yang, Y. I. B. O.
    Cui, L. A. N. G. L. I. N.
    Yu, L. E., I
    Luo, G. U. A. N. G. Z. H. E. N.
    Wang, P. E. N. G. F. E., I
    Pan, J. I. A. O. Q. I. N. G.
    Su, Y. A. N. M. E., I
    Zhang, Y. E. J. I. N.
    [J]. APPLIED OPTICS, 2022, 61 (36) : 10788 - 10793
  • [9] Wide-angle non-uniform optical phased array using compact and efficient antenna design
    Omar E. Elsheikh
    Mohamed A. Swillam
    [J]. Scientific Reports, 14
  • [10] Compensation of phased array antenna electrical performance based on improved genetic algorithm
    Zhang, Luyu
    Wang, Xu
    Li, Shulong
    Tao, Yourui
    Xiao, Song
    [J]. JOURNAL OF ELECTROMAGNETIC WAVES AND APPLICATIONS, 2024,