A Temperature Data Prediction Method Using Graph Filter and Lp-Norm Minimization

被引:0
|
作者
Tseng, Chien-Cheng [1 ]
Lee, Su-Ling [2 ]
Su, Rui-Heng [1 ]
机构
[1] Natl Kaohsiung First Univ Sci & Technol, Kaohsiung, Taiwan
[2] Chang Jung Christian Univ, Tainan, Taiwan
关键词
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper, a temperature data prediction method using graph filter and Lp-norm minimization is presented. First, the graph filter based on graph Laplacian matrix is briefly reviewed. Then, the filter coefficients of the prediction graph filter are estimated from the temperature measurement data by using the Lp-norm minimization approach. Finally, the real measurement temperature data in the cities of the south Taiwan are used to demonstrate the effectiveness of the proposed graph filter prediction method.
引用
收藏
页数:2
相关论文
共 50 条
  • [1] An Investigation of lp-Norm Minimization for the Artifact-Free Inversion of Gravity Data
    Li, Zelin
    Yao, Changli
    [J]. REMOTE SENSING, 2023, 15 (14)
  • [2] A Sequential Lp-norm Filter for Robust Estimation
    Yang, Yang
    [J]. PROCEEDINGS OF 2020 23RD INTERNATIONAL CONFERENCE ON INFORMATION FUSION (FUSION 2020), 2020, : 1228 - 1232
  • [3] Capped lp-Norm Graph Embedding for Photo Clustering
    Tang, Mengfan
    Nie, Feiping
    Jain, Ramesh
    [J]. MM'16: PROCEEDINGS OF THE 2016 ACM MULTIMEDIA CONFERENCE, 2016, : 431 - 435
  • [4] Lp-norm minimization for stochastic process power spectrum estimation subject to incomplete data
    Zhang, Yuanjin
    Comerford, Liam
    Kougioumtzoglou, Ioannis A.
    Beer, Michael
    [J]. MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2018, 101 : 361 - 376
  • [5] Least Lp-norm low-pass filter
    Wiora, Jozef
    [J]. AUTOMATICA, 2021, 133
  • [6] Least Lp-norm low-pass filter
    Wiora, Józef
    [J]. Automatica, 2021, 133
  • [7] lp-Norm Support Vector Data Description
    Arashloo, Shervin Rahimzadeh
    [J]. PATTERN RECOGNITION, 2022, 132
  • [8] Lp-Norm Inversion of Gravity Data Using Adaptive Differential Evolution
    Song, Tao
    Hu, Xing
    Du, Wei
    Cheng, Lianzheng
    Xiao, Tiaojie
    Li, Qian
    [J]. APPLIED SCIENCES-BASEL, 2021, 11 (14):
  • [9] lp-Norm Minimization of Auto and Cross Correlation Sidelobes in MIMO Radars
    Raei, Ehsan
    Alaee-Kerahroodi, Mohammad
    Babu, Prabhu
    Shankar, Bhavani M. R.
    [J]. 2022 23RD INTERNATIONAL RADAR SYMPOSIUM (IRS), 2022, : 92 - 97
  • [10] An lp-norm minimization approach to time delay estimation in impulsive noise
    Zeng, Wen-Jun
    So, H. C.
    Zoubir, Abdelhak M.
    [J]. DIGITAL SIGNAL PROCESSING, 2013, 23 (04) : 1247 - 1254