Fuzzy processing on GPS data to improve the position accuracy

被引：3
|
作者：
Lin, CJ
Chen, YY
Chang, FR
机构：
来源：
SOFT COMPUTING IN INTELLIGENT SYSTEMS AND INFORMATION PROCESSING | 1996年
关键词：
D O I：
10.1109/AFSS.1996.583711
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
A new application of fuzzy set theory to the problem of GPS positioning accuracy improvement is presented. We employed fuzzy processing on the C/A code stand alone receiver and the DGPS receiver. The membership functions for the processing are determined by position dilution of precision (PDOP), signal to noise ratio (SNR) and the reliable factor of fixed position. We can select the more accurate position fixes according to the values of reliable factors. The accuracy of positioning has been improved by selecting position fixes from the original ones.
引用
收藏
页码：557 / 562
页数：6
相关论文
共 50 条
  • [1] GPS/GLONASS Data Fusion and Outlier Elimination to Improve the Position Accuracy of Receiver
    Ngoc, Tan Truong
    Khenchaf, Ali
    Comblet, Fabrice
    Franck, Pierre
    Champevroux, Jean-Marc
    Reichert, Olivier
    2019 IEEE INTERNATIONAL CONFERENCE ON ANTENNA MEASUREMENTS & APPLICATIONS (CAMA), 2019, : 191 - 194
  • [2] Overview of GPS data processing to improve positioning precision
    Song, M.
    Shu Ju Cai Ji Yu Chu Li/Journal of Data Acquisition and Processing, 2001, 16 (02): : 220 - 226
  • [3] Improve the position accuracy on low cost GPS receiver with adaptive neural networks
    Mosavi, MR
    Mohammadi, K
    2002 STUDENT CONFERENCE ON RESEARCH AND DEVELOPMENT, PROCEEDINGS: GLOBALIZING RESEARCH AND DEVELOPMENT IN ELECTRICAL AND ELECTRONICS ENGINEERING, 2002, : 322 - 325
  • [4] Development and Accuracy Evaluation of GPS Data Processing Automation Module
    Park, Joon-Kyu
    Kim, Min-Gyu
    Lee, Jong-Sin
    COMPUTER APPLICATIONS FOR SECURITY, CONTROL AND SYSTEM ENGINEERING, 2012, 339 : 291 - +
  • [5] Data reconciliation of indoor positioning data: Improve position data accuracy in warehouse environment
    Rakz-Szabo, Andras
    Ruppert, Tamas
    Abonyi, Janos
    METHODSX, 2024, 13
  • [6] Combine harvest area determination by vector processing of GPS position data
    Drummond, S.T.
    Fraisse, C.W.
    Sudduth, K.A.
    Transactions of the American Society of Agricultural Engineers, 1999, 42 (05): : 1221 - 1227
  • [7] Combine harvest area determination by vector processing of GPS position data
    Drummond, ST
    Fraisse, CW
    Sudduth, KA
    TRANSACTIONS OF THE ASAE, 1999, 42 (05): : 1221 - 1227
  • [8] Developing an image processing pipeline to improve the position accuracy of single UAV images
    Feng, Aijing
    Vong, Chin Nee
    Zhou, Jing
    Conway, Lance S.
    Zhou, Jianfeng
    Vories, Earl D.
    Sudduth, Kenneth A.
    Kitchen, Newell R.
    COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2023, 206
  • [9] Improve the position measurement accuracy using a dynamic on-line fuzzy interpolation technique
    Bai, Y
    Wang, D
    CIMSA'03: 2003 IEEE INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE FOR MEASUREMENT SYSTEMS AND APPLICATIONS, 2003, : 227 - 232
  • [10] Neural technologies for increasing the GPS position accuracy
    Di Lecce, V.
    Amato, A.
    Piuri, V.
    2008 IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE FOR MEASUREMENT SYSTEMS AND APPLICATIONS, 2008, : 4 - +
12345