Development of intelligent services in telecommunications networks using IoT
DOI:
https://doi.org/10.51301/ce.2024.i3.03Keywords:
IoT, telecommunications, edge computing, BRT algorithm, MAS-LSTM, 5G-IoT, blockchain, artificial intelligenceAbstract
This article examines how to develop intelligent services in telecommunications networks using IoT. IoT plays a crucial role in telecommunications networks as it enables the connection of multiple devices to the internet and facilitates data exchange between them. For fast and stable information transfer between IoT devices, telecommunications infrastructure is of key importance. IoT can be applied not only in telecommunications networks but also in other fields. IoT systems, utilizing various technologies, demonstrate how telecommunications infrastructure can be developed. In my article, I will discuss specific areas where IoT is applied, various IoT applications, and how they contribute to intelligent development. The article explores the development of intelligent services in telecommunications networks using IoT technologies. The study proposes the BRT (Balanced Resource Transmission) algorithm based on Edge Computing, which optimizes the operation of IoT systems. Additionally, the MAS-LSTM method (Multi-Agent System + Long Short-Term Memory neural network) is used to improve anomaly detection accuracy. These data are applied for monitoring production processes. The use of IoT contributes to the intelligent development of telecommunications networks.
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