Artificial Intelligence Applications in GNSS

ISSN: 1080-5370 (Print) 1521-1886 (Online)

In this topical collection (27 articles)

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  1. Original Article

    Random forest-based multipath parameter estimation

    Xin Qi, Bing Xu, Zhipeng Wang, Li-Ta Hsu Article:126
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    Original Article

    A GNSS-IR soil moisture retrieval method via multi-layer perceptron with consideration of precipitation and environmental factors

    Huiyi Xian, Fei Shen, Zhongpei Guan, Feng Zhou, Xinyun Cao, Yulong Ge Article:122

  3. No Access

    Original Article

    A new fuzzy strong tracking cubature Kalman filter for INS/GNSS

    Yuanzhi Chang, Yongqing Wang, Yuyao Shen, Chunguo Ji Article:120

  4. Original Article

    Volcanic clouds detection applying machine learning techniques to GNSS radio occultations

    Mohammed Hammouti, Christian Natale Gencarelli, Simone Sterlacchini… Article:116
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    Original Article

    Machine learning-based approach to GPS antijamming

    Cheng-Zhen Wang, Ling-Wei Kong, Junjie Jiang, Ying-Cheng Lai Article:115

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    Original Article

    Leveraging machine learning techniques and GPS measurements for precise TEC rate predictions

    Stephen Tete, Yuichi Otsuka, Waheed K. Zahra, Ayman Mahrous Article:115

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    Original Article

    A low-cost integrated MEMS-based INS/GPS vehicle navigation system with challenging conditions based on an optimized IT2FNN in occluded environments

    Elahe Sadat Abdolkarimi, Mohammad-Reza Mosavi Article:108

  8. Review

    Machine learning-based detection of TEC signatures related to earthquakes and tsunamis: the 2015 Illapel case study

    Federica Fuso, Laura Crocetti, Michela Ravanelli, Benedikt Soja Article:106
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    Original Article

    Enhancing satellite clock bias prediction in BDS with LSTM-attention model

    Chenglin Cai, Mingyuan Liu, Pinchun Li, Zexian Li, Kaihui Lv Article:92

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    Original Article

    A multi-layer perceptron neural network to mitigate the interference of time synchronization attacks in stationary GPS receivers

    N. Orouji, M. R. Mosavi Article:84

  11. Original Article

    Clock bias prediction algorithm for navigation satellites based on a supervised learning long short-term memory neural network

    Bohua Huang, Zengxi Ji, Renjian Zhai, Changfu Xiao, Fan Yang, Bohang Yang… Article:80
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    Original Article

    An efficient GNSS NLOS signal identification and processing method using random forest and factor analysis with visual labels

    Linyang Li, Zhenbang Xu, Zhen Jia, Luguang Lai, Yang Shen Article:77

  13. No Access

    Original Article

    An integrated INS/GNSS system with an attention-based hierarchical LSTM during GNSS outage

    Sina Taghizadeh, Reza Safabakhsh Article:71

  14. Original Article

    Machine learning approach for GNSS geodetic velocity estimation

    Seda Özarpacı, Batuhan Kılıç, Onur Can Bayrak, Murat Taşkıran, Uğur Doğan… Article:65
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  15. Original Article

    Global zenith wet delay modeling with surface meteorological data and machine learning

    Qinzheng Li, Johannes Böhm, Linguo Yuan, Robert Weber Article:57
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    Original Article

    Detection and mitigation of time synchronization attacks based on long short-term memory neural network

    Yang Liu, Bo Xu, Zhengkun Chen, Dan Shen, Zhijian Zhou, Xiangwei Zhu Article:46

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    Original Article

    Improving PPP-RTK-based vehicle navigation in urban environments via multilayer perceptron-based NLOS signal detection

    Xin Li, Qi Xu, Xingxing Li, Hao Xin, Yilong Yuan, Zhiheng Shen… Article:29

  18. Correction

    Correction to: GIMLi: Global Ionospheric total electron content model based on machine learning

    Aleksei V. Zhukov, Yury V. Yasyukevich, Aleksei E. Bykov Article:21
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    Original Article

    Comprehensive classification assessment of GNSS observation data quality by fusing k-means and KNN algorithms

    Mengyuan Li, Guanwen Huang, Le Wang, Wei Xie Article:21

  20. No Access

    Original Article

    GIMLi: Global Ionospheric total electron content model based on machine learning

    Aleksei V. Zhukov, Yury V. Yasyukevich, Aleksei E. Bykov Article:19
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