Laser Journal, Volume. 45, Issue 1, 159(2024)

An indoor visible light fingerprint localization algorithm based on SSA-DBN

WANG Pengyun1... SHAO Jianhua1,2,*, WANG Zongsheng1, CHENG Yue1, YANG Wei1 and DU Cong1 |Show fewer author(s)
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  • 1[in Chinese]
  • 2[in Chinese]
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    References(10)

    [1] [1] Jin Fan, Li Xuan, Zhang Rong, et al. Resource allocation under Delay-Guarantee constraints for visible-light communication[J]. IEEE Access,2016,4:7301-7312.

    [2] [2] Zhang Qian-Rong, Li Yi. Indoor positioning method based on infrared vision and UWB fusion[J]. Journal of Physics:Conference Series,2021,2078(1):012070.

    [3] [3] Mary Ann E. L, Alleah R, Edzel M R. Optimization of RSSI-based Zigbee indoor localization system for determining distances between unknown nodes [C] / / 2022 First International Conference on Electrical, Electronics, Information and Communication Technologies ( ICEEICT ),2022:1-6.

    [4] [4] Nguyen Hoang H P, Minh A N, Chi-Chia S. Indoor positioning system using UWB and kalman filter to increase the accuracy of the localization system[C] / / 2022 IEEE International Conference on Consumer Electronics,2022:339-340.

    [5] [5] Wang Li-Xing, Shang Shuang, Wu Zhen-Ning. Research on indoor 3D positioning algorithm based on WiFi fingerprint[J]. Sensors,2022,23(1):153.

    [6] [6] Yang Zhi-Ce, Wang Ze-Yu, Zhan Jian-Song, et al. Polarization-based visible light positioning[J]. IEEE Transactions on Mobile Computing,2019,18 (3):715-727.

    [7] [7] Akiyama, Takayuki. Time-of-arrival-based smartphone localization using visible light communication[C] / / 2017 International Conference on Indoor Positioning and Indoor Navigation (IPIN),2017:1-7.

    [8] [8] Sheikh, Saad M. Time difference of arrival based indoor positioning system using visible light communication[J].IEEE Access,2021,9:52113-52124.

    [9] [9] Soner, Burak, Sinem C. Visible light communication based vehicle localization for collision avoidance and platooning[J]. IEEE Transactions on Vehicular Technology, 2021,70(3):2167-2180.

    [10] [10] Dawood S, Ekhlas K H. Indoor positioning systems based on Li-Fi technology using RSS-Triangulation with assisted by DNN[J]. International Journal of Intelligent Engineering and Systems,2022,15(2):213-231.

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    WANG Pengyun, SHAO Jianhua, WANG Zongsheng, CHENG Yue, YANG Wei, DU Cong. An indoor visible light fingerprint localization algorithm based on SSA-DBN[J]. Laser Journal, 2024, 45(1): 159

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    Paper Information

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    Received: Aug. 21, 2023

    Accepted: --

    Published Online: Aug. 6, 2024

    The Author Email: Jianhua SHAO (shaojianhua@njnu.edu.cn)

    DOI:10.14016/j.cnki.jgzz.2024.1.159

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