Transmission delay control technology of low voltage carrier reading system based on micro power wireless communication

Ze Li; Xiaoze Liu; Mingce Shi; Xinzhu Bao; Yue Bi

doi:10.1117/12.3024677

3 April 2024 Transmission delay control technology of low voltage carrier reading system based on micro power wireless communication

Ze Li, Xiaoze Liu, Mingce Shi, Xinzhu Bao, Yue Bi

Author Affiliations +

Proceedings Volume 13078, Second International Conference on Informatics, Networking, and Computing (ICINC 2023); 1307803 (2024) https://doi.org/10.1117/12.3024677
Event: Second International Conference on Informatics, Networking, and Computing (ICINC 2023), 2023, Wuhan, China

Abstract

Low-voltage carrier reading system uses power line as transmission medium, and the power line has high loss and attenuation characteristics, so the signal is easily disturbed by noise during transmission, resulting in greater difficulty in transmission delay control. Therefore, a transmission delay control technology for low-voltage carrier aggregation system based on micro-power wireless communication is proposed. Support vector machine is used to extract micro power wireless communication features. Based on this, a delay predictor is designed to predict the delay of low-voltage carrier reading system by using the three-input, single-input and single-layer linear neuron structure of neural network. By using Hidden Markov model (HMMs), the current delay is estimated based on the transmission delay data of the previous time, and the transmission delay control of low-voltage carrier reading system is realized. The experimental results show that the throughput and fitting rate of the research method are high, and the delay can be significantly reduced under the application of the research method.

(2024) Published by SPIE. Downloading of the abstract is permitted for personal use only.

Citation Download Citation

Ze Li, Xiaoze Liu, Mingce Shi, Xinzhu Bao, and Yue Bi "Transmission delay control technology of low voltage carrier reading system based on micro power wireless communication", Proc. SPIE 13078, Second International Conference on Informatics, Networking, and Computing (ICINC 2023), 1307803 (3 April 2024); https://doi.org/10.1117/12.3024677

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available

Members: $17.00

Non-members: $21.00 ADD TO CART

PROCEEDINGS
7 PAGES

DOWNLOAD PAPER SAVE TO MY LIBRARY

GET CITATION

RIGHTS & PERMISSIONS

Get copyright permission Get copyright permission on Copyright Marketplace

KEYWORDS

Control systems

Wireless communications

Data transmission

Telecommunications

Feature extraction

System integration

Neural networks

Show All Keywords

Keywords/Phrases

Search In:

Publication Years