A spatial-temporal localization method

被引:0
|
作者
Chen, Bin [1 ]
机构
[1] Beijing Univ Posts & Telecommun, Network & Educ Inst, Beijing 100088, Peoples R China
关键词
Localization; KNN; L filter; Location Fingerprinting (LF); Received-Signal-Strength (RSS);
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The expectations for knowing the outdoor position is increasing along with the demand for Location Based Service (LBS). This paper considers the problems of fingerprinting localization in cellular mobile network base on RSS observations. First, we create a mobile location signal space database as radio map. And then we introduce a new localization method called spatial-temporal localization method to improve the localization accuracy. This method combines the advantage of both the spatial localization method and the temporal localization method.
引用
收藏
页码:197 / 200
页数:4
相关论文
共 50 条
  • [1] Spatial-temporal Data Interpolation Based on Spatial-temporal Kriging Method
    Xu M.-L.
    Xing T.
    Han M.
    Zidonghua Xuebao/Acta Automatica Sinica, 2020, 46 (08): : 1681 - 1688
  • [2] Wireless Localization with Spatial-Temporal Robust Fingerprints
    Li, Danyang
    Xu, Jingao
    Yang, Zheng
    Wu, Chenshu
    Li, Jianbo
    Lane, Nicholas D.
    ACM TRANSACTIONS ON SENSOR NETWORKS, 2022, 18 (01)
  • [3] A Parallel Spatial-temporal Aggregation Method with Temporal Slicing
    Wu, Song-Bing
    Chen, Luo
    Liao, Shuai
    Wu, Qiu-Yun
    2015 International Conference on Software Engineering and Information System (SEIS 2015), 2015, : 179 - 184
  • [4] A Multitemporal Scale and Spatial-Temporal Transformer Network for Temporal Action Localization
    Gao, Zan
    Cui, Xinglei
    Zhuo, Tao
    Cheng, Zhiyong
    Liu, An-An
    Wang, Meng
    Chen, Shenyong
    IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS, 2023, 53 (03) : 569 - 580
  • [5] Phase Extraction Method with Spatial-temporal Fringe
    Zhu Ronggang
    Zhang Zhe
    ELEVENTH INTERNATIONAL CONFERENCE ON INFORMATION OPTICS AND PHOTONICS (CIOP 2019), 2019, 11209
  • [6] Spatial-temporal Graph Transformer Network for Spatial-temporal Forecasting
    Dao, Minh-Son
    Zetsu, Koji
    Hoang, Duy-Tang
    Proceedings - 2024 IEEE International Conference on Big Data, BigData 2024, 2024, : 1276 - 1281
  • [7] A Multiscale Spatial-Temporal Features Fusion Framework for Indoor Localization
    Liu, Minmin
    Liao, Xuewen
    Zhang, Yi
    Gao, Zhenzhen
    IEEE SENSORS JOURNAL, 2024, 24 (14) : 23098 - 23107
  • [8] Spatial-Temporal Action Localization With Hierarchical Self-Attention
    Pramono, Rizard Renanda Adhi
    Chen, Yie-Tarng
    Fang, Wen-Hsien
    IEEE TRANSACTIONS ON MULTIMEDIA, 2022, 24 : 625 - 639
  • [9] Vehicle-infrastructure-map cooperative localization method based on spatial-temporal graph model
    Hu Z.-Z.
    Sun X.-P.
    Zhang J.-N.
    Huang G.
    Liu Y.-T.
    Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition), 2024, 54 (05): : 1246 - 1257
  • [10] STPP: Spatial-Temporal Phase Profiling-Based Method for Relative RFID Tag Localization
    Shangguan, Longfei
    Yang, Zheng
    Liu, Alex X.
    Zhou, Zimu
    Liu, Yunhao
    IEEE-ACM TRANSACTIONS ON NETWORKING, 2017, 25 (01) : 596 - 609