边缘智能感知技术在5G传输网络中的实时数据处理与决策
Real-time Data Processing and Decision Making with Edge Intelligent Perception Technology in 5G Transmission Networks
李鹏江1
作者信息
- 1. 中通服咨询设计研究院有限公司,江苏南京 210019
- 折叠
摘要
随着5G传输网络的普及,对大规模连接和高速数据传输的需求不断增长,为满足低延迟和高可靠性的要求,实时数据处理成为至关重要的环节.本研究专注于5G传输网络中边缘智能感知技术的应用,详细阐述在数据收集与传输、实时数据处理与分析以及决策制定与执行等领域的关键作用.同时,深入探讨涉及数据隐私保护、网络资源调控优化以及跨领域协作和标准化等方面的难题,并提出相应的解决方案.未来,在5G网络中,边缘智能感知技术凭借其技术优势和跨界协作将发挥更为重要的作用,从而提高实时数据处理与决策水平.
Abstract
With the widespread adoption of 5G transmission networks,the demand for large-scale connectivity and high-speed data transmission continues to grow.To meet the requirements of low latency and high reliability,real-time data processing has become a crucial element.This study focuses on the application of edge intelligent sensing technology in 5G transmission networks,elaborating in detail its key roles in areas such as data collection and transmission,real-time data processing and analysis,as well as decision-making formulation and execution.Simultaneously,it delves into challenges involving data privacy protection,network resource regulation and optimization,as well as interdisciplinary collaboration and standardization,proposing corresponding solutions.In the future of 5G networks,edge intelligent sensing technology,leveraging its technical advantages and interdisciplinary collaboration,is expected to play an even more significant role in enhancing the level of real-time data processing and decision-making.
关键词
边缘智能感知技术/5G传输网络/实时数据处理/边缘计算Key words
edge intelligent sensing technology/5G transmission networks/real-time data processing/edge computing引用本文复制引用
出版年
2024
NETL
NSTL
万方数据