Clock Difference Prediction of Atomic Clock Based on Support Vector Machine

被引:1
|
作者
Wu Wenjuan [1 ]
Zhu Jiangmiao [1 ]
机构
[1] Beijing Univ Technol, Dept Elect Informat & Control Engn, Beijing, Peoples R China
关键词
atomic clock; clock difference; SVM; prediction;
D O I
10.1109/IIH-MSP.2013.46
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The atomic clock device is complicated, and its operation is influenced by a lot of factors, so the date has certain randomness. Predicting atomic clock data by appropriate algorithm is the important step of atomic clock data processing. This article chooses SVM algorithm to predict clock differences, and processed the real atomic clock data, compared relative error with the prediction results and the results of linear regression algorithm, the prediction algorithm based on SVM is effective.
引用
收藏
页码:149 / 152
页数:4
相关论文
共 50 条
  • [31] Prediction Based on Wavelet Transform and Support Vector Machine
    Liu, Xiaohong
    Zhu, Yanwei
    Zhang, Yongli
    Wang, Xinchun
    INFORMATION COMPUTING AND APPLICATIONS, PT I, 2011, 243 : 618 - +
  • [32] Prediction of Data Classification Based on Support Vector Machine
    Wu, Xinghui
    Zhou, Yuping
    PROCEEDINGS OF THE 2016 4TH INTERNATIONAL CONFERENCE ON ELECTRICAL & ELECTRONICS ENGINEERING AND COMPUTER SCIENCE (ICEEECS 2016), 2016, 50 : 694 - 699
  • [33] The Design for CPT Atomic Clock and Study for Spectral Experimental of CPT Atomic Clock
    Chen Da-yong
    Lian Ji-qing
    Tu Jian-hui
    Zhai Hao
    Liu Su-min
    SPECTROSCOPY AND SPECTRAL ANALYSIS, 2017, 37 (07) : 2254 - 2258
  • [34] A Machine Learning Model for Wave Prediction Based on Support Vector Machine
    Liu, Qiang
    Feng, Xingya
    Tang, Tianning
    INTERNATIONAL JOURNAL OF OFFSHORE AND POLAR ENGINEERING, 2022, 32 (04) : 394 - 401
  • [35] RATE DIFFERENCE BETWEEN A CLOCK IN AN ARTIFICIAL SATELLITE AND A CLOCK ON EARTH
    REFSDAL, S
    PHYSICAL REVIEW, 1962, 127 (03): : 977 - &
  • [36] Research on a chip scale atomic clock aided vector tracking loop
    Jiang, Changhui
    Chen, Shuai
    Chen, Yuwei
    Bo, Yuming
    IET RADAR SONAR AND NAVIGATION, 2019, 13 (07): : 1101 - 1106
  • [37] Mirror Clock: A Strategy for Identifying Atomic Clock Frequency Jumps
    Liu, Mochi
    Chen, Yu
    Xu, Qian
    Wang, Yuzhuo
    Gao, Yuan
    Zhang, Aimin
    SENSORS, 2022, 22 (22)
  • [38] Enhanced Clock based on the Chip Scale Atomic Clock and Dual-Mode Crystal Oscillator
    Bagala, Tomas
    Fibich, Adam
    Kubinec, Peter
    Stofanik, Vladimir
    PROCEEDINGS OF THE 26TH INTERNATIONAL CONFERENCE RADIOELEKTRONIKA (RADIOELEKTRONIKA 2016), 2016, : 199 - 202
  • [39] An Improved QZSS Satellite Clock Offsets Prediction Based on the Extreme Learning Machine Method
    He, Lina
    Zhou, Hairui
    Zhu, Shaolin
    Zeng, Ping
    IEEE ACCESS, 2020, 8 (156557-156568) : 156557 - 156568
  • [40] Satellite Clock Prediction Based on Sage Filter
    Wang Jigang
    Hu Yonghui
    He Zaimin
    Yang Haiyan
    Hou Juan
    2011 AASRI CONFERENCE ON ARTIFICIAL INTELLIGENCE AND INDUSTRY APPLICATION (AASRI-AIIA 2011), VOL 3, 2011, : 52 - 55