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

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