Visible Light and Inertial Navigation Fusion Indoor Positioning System Based on Hidden Markov Model

Chen Yong; Wu Jie; Liu Huanlin; Zheng Han

doi:10.3788/CJL202047.1206001

[1] Tao Y, Zhao L. A novel system for WiFi radio map automatic adaptation and indoor positioning[J]. IEEE Transactions on Vehicular Technology, 67, 10683-10692(2018). http://ieeexplore.ieee.org/document/8445663

[2] Zhou M, Liu Y Y, Wang Y et al. Anonymous crowdsourcing-based WLAN indoor localization[J]. Digital Communications and Networks, 5, 226-236(2019).

[3] Jia B, Huang B Q, Gao H P et al. Selecting critical WiFi APs for indoor localization based on a theoretical error analysis[J]. IEEE Access, 7, 36312-36321(2019).

[4] Zhang J, Wang H. An improved SNR uniformity optimization scheme for VLC system[J]. Journal of Chongqing University of Posts and Telecommunications (Natural Science Edition), 27, 78-82(2015).

[5] Khan L U. Visible light communication: applications, architecture, standardization and research challenges[J]. Digital Communications and Networks, 3, 78-88(2017).

[6] Liu H Y, Ma J H, Huang Q. Construction method of fingerprint database based on improved Kriging interpolation for indoor location[J]. Journal of Chongqing University of Posts and Telecommunications (Natural Science Edition), 29, 751-757(2017).

[7] Chen Y, Li Y C, Liu H L. Moving target positioning method based on visible light communication in time division multiplexing network[J]. Chinese Journal of Lasers, 44, 1006003(2017).

[8] Xu S W, Wu Y, Su G D. Fingerprint matchingand localization algorithm based on orthogonal frequency division multiplexing modulation for visible light communication[J]. Laser & Optoelectronics Progress, 56, 090601(2019).

[9] Zhao C H, Zhang H M, Song J. Fingerprint based visible light indoor localization method[J]. Chinese Journal of Lasers, 45, 0806002(2018).

[10] Liu C Y. Indoor localization method based on pedestrian dead reckoning aided by multi-source fusion[J]. Journal of Chinese Inertial Technology, 24, 208-214(2016).

[11] Li X C, Wang H. Fingerprint location using sparse fingerprint acquisition and improved WKNN[J]. Journal of Chongqing University of Posts and Telecommunications (Natural Science Edition), 31, 451-459(2019).

[12] Li X C, Feng L H, Yang A Y. Fusion based on visible light positioning and inertial navigation using extended Kalman filters[J]. Sensors, 17, 1093-1099(2017).

[13] Zhu N, Zhao H B, Feng W Q et al. A novel particle filter approach for indoor positioning by fusing WiFi and inertial sensors[J]. Chinese Journal of Aeronautics, 28, 1725-1734(2015).

[14] Adams S, Beling P A, Cogill R. Feature selection for hidden Markov models and hidden semi-Markov models[J]. IEEE Access, 4, 1642-1657(2016). http://ieeexplore.ieee.org/document/7450620

[15] Liu C X, Lu G Q, Tang H B et al. Adaptive deployment method for virtualized network function based on viterbi algorithm[J]. Journal of Electronics & Information Technology, 38, 2922-2930(2016).