Multi-Channel Data Stream Transmission Method of Internet of Things in Power Systems (IOTIPS) Based on Big Data Analysis

被引:1
|
作者
Zhang, Taoyun [1 ]
Zhang, Guangdong [1 ]
Zhang, Yugang [2 ]
Wang, Jin [1 ]
Xue, Ling [3 ]
机构
[1] State Grid Gansu Elect Power Res Inst, Lanzhou 730070, Gansu, Peoples R China
[2] State Grid Gansu Elect Power Co, Lanzhou 730030, Gansu, Peoples R China
[3] State Grid Lanzhou Elect Power Supply Co, Lanzhou 730070, Gansu, Peoples R China
关键词
Big Data Analysis; Power System; Internet of Things; Multi-Channel; Data Stream Transmission; Multi-Channel Model;
D O I
10.1166/jno.2021.3058
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
To solve the problems of frequent network link jitter and high bit error rate is the development direction of power grid communication technology. Therefore, a multi-channel data stream transmission method of Internet of things in power systems based on big data analysis is proposed. The data stream matching method based on big data stability mechanism is constructed by using data stream matching method to match the data stream to be transmitted and improve the anti-noise performance of the transmission process; the multichannel model of data stream transmission is constructed, and the matched data stream is transmitted by the multi-channel model; the big data analysis technology is used to process the data stream transmission process and improve the transmission performance of the model; the adaptive multi-channel equalization control method of sampling decision is used to realize the equalization design of data stream transmission channel, optimize the model transmission process, and reduce the bit error rate of transmission. Experimental results show that this method has better channel equalization performance; the link jitter frequency of this P: 182 75 148 10 On: Fri 28 Ja 2022 01:16:53 method is low, and it has better transmission stability; the lowest bit error rate can reach 0%, and the reliability Copyright American Scientific Publishers of data stream transmission is high.
引用
收藏
页码:1143 / 1151
页数:9
相关论文
共 50 条
  • [21] An Estimation Method for Multi-channel EEG Data Based on Canonical Correlation Analysis
    YAN Zheng
    WAN Xiaojiao
    LING Chaodong
    Chinese Journal of Electronics, 2015, 24 (03) : 569 - 572
  • [22] The integration of cultural tourism based on the Internet of Things and big data analysis
    Lu, Jing
    JOURNAL OF COMPUTATIONAL METHODS IN SCIENCES AND ENGINEERING, 2023, 23 (01) : 325 - 334
  • [23] Big Data Analysis of E-commerce Based on the Internet of Things
    Feng, Peilu
    2019 INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION, BIG DATA & SMART CITY (ICITBS), 2019, : 345 - 347
  • [24] A systematic survey of data mining and big data analysis in internet of things
    Yong Zhong
    Liang Chen
    Changlin Dan
    Amin Rezaeipanah
    The Journal of Supercomputing, 2022, 78 : 18405 - 18453
  • [25] A systematic survey of data mining and big data analysis in internet of things
    Zhong, Yong
    Chen, Liang
    Dan, Changlin
    Rezaeipanah, Amin
    JOURNAL OF SUPERCOMPUTING, 2022, 78 (17): : 18405 - 18453
  • [26] An Agricultural Data Gathering Platform Based on Internet of Things and Big Data
    Chang, Hsi-Yuan
    Wang, Jyun-Jie
    Lin, Chi-Yuan
    Chen, Chin-Hsing
    2018 INTERNATIONAL SYMPOSIUM ON COMPUTER, CONSUMER AND CONTROL (IS3C 2018), 2018, : 302 - 305
  • [27] Multi-channel data acquisition and transmission system based on bluetooth technology
    Li, Xiu-Juan
    Chen, Ming-En
    Harbin Gongye Daxue Xuebao/Journal of Harbin Institute of Technology, 2009, 41 (05): : 165 - 168
  • [28] Designing Smart Control Systems Based on Internet of Things and Big Data Analytics
    Murad Khan
    Kijun Han
    S. Karthik
    Wireless Personal Communications, 2018, 99 : 1683 - 1697
  • [29] Designing Smart Control Systems Based on Internet of Things and Big Data Analytics
    Khan, Murad
    Han, Kijun
    Karthik, S.
    WIRELESS PERSONAL COMMUNICATIONS, 2018, 99 (04) : 1683 - 1697
  • [30] SURGERY FATIGUE DETECTION METHOD AND SYSTEM BASED ON INTERNET OF THINGS AND BIG DATA
    Zhu, D. J.
    BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2015, 117 : 31 - 31