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
来源
COMPUTING, CONTROL, INFORMATION AND EDUCATION ENGINEERING | 2015年
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
  • [21] Efficient Spatial-Temporal Angle-Delay Analysis Scheme for Massive MIMO Indoor Tracking
    Van-Linh Nguyen
    Hung-Jun, Harry Wong
    Lin, Yu-Chia
    Hwang, Ren-Hung
    ICC 2023-IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, 2023, : 5885 - 5890
  • [22] Two-Stream Spatial-Temporal Auto-Encoder With Adversarial Training for Video Anomaly Detection
    Guo, Biao
    Liu, Mingrui
    He, Qian
    Jiang, Ming
    IEEE ACCESS, 2024, 12 : 125881 - 125889
  • [23] Method of Improving WiFi SLAM based on Spatial and Temporal Coherence
    Yang, Shao-Wen
    Yang, Sharon Xue
    Yang, Lei
    2014 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA), 2014, : 1991 - 1996
  • [24] Real-Time Spatial-Temporal Depth Separable CNN for Multi-Functional Crowd Analysis in Videos
    Tripathy, Santosh Kumar
    Shanmugam, Poonkuntran
    INTERNATIONAL JOURNAL OF IMAGE AND GRAPHICS, 2023,
  • [25] Two-stream deep spatial-temporal auto-encoder for surveillance video abnormal event detection
    Li, Tong
    Chen, Xinyue
    Zhu, Fushun
    Zhang, Zhengyu
    Yan, Hua
    NEUROCOMPUTING, 2021, 439 (439) : 256 - 270
  • [26] Altered beta band spatial-temporal interactions during negative emotional processing in major depressive disorder: An MEG study
    Du, Yishan
    Hua, Lingling
    Tian, Shui
    Dai, ZhongPeng
    Xia, Yi
    Zhao, Shuai
    Zou, HaoWen
    Wang, Xiaoqin
    Sun, Hao
    Zhou, Hongliang
    Huang, YingHong
    Yao, ZhiJian
    Lu, Qing
    JOURNAL OF AFFECTIVE DISORDERS, 2023, 338 : 254 - 261
  • [27] Just Trolley: Implementation of industrial IoT and digital twin-enabled spatial-temporal traceability and visibility for finished goods logistics
    Wu, Wei
    Zhao, Zhiheng
    Shen, Leidi
    Kong, Xiang T. R.
    Guo, Daqiang
    Zhong, Ray Y.
    Huang, George Q.
    ADVANCED ENGINEERING INFORMATICS, 2022, 52
  • [28] Joint angular-frequency distribution estimation via spatial-temporal sparse sampling and low-rank matrix recovery
    Yang, Lili
    Li, Jie
    Chen, Fangjiong
    Zheng, Zhong
    Ji, Fei
    Yu, Hua
    SIGNAL PROCESSING, 2023, 206
  • [29] An Improved Spatial Intersectional Method for Partial Discharge (PD) Source Localization in Power Transformer
    Seo, Junhyuck
    Ma, Hui
    Saha, Tapan K.
    2018 12TH INTERNATIONAL CONFERENCE ON THE PROPERTIES AND APPLICATIONS OF DIELECTRIC MATERIALS (ICPADM 2018), 2018, : 363 - 366
  • [30] A new type of numerical experiment on the spatial and temporal patterns of localization of deformation in a material with a coupling of grain size and rheology
    Jessell, MW
    Siebert, E
    Bons, PD
    Evans, L
    Piazolo, S
    EARTH AND PLANETARY SCIENCE LETTERS, 2005, 239 (3-4) : 309 - 326