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智能感知技术在5G通信网络中的应用与挑战

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文章全面剖析智能感知技术在 5G通信网络领域所面临的应用挑战与预期发展.通过深入研究智能感知技术的根本原理与分类特性,以及在通信网络中的具体应用范围,阐明其在网络优化、安全维护及边缘计算等关键领域所扮演的重要角色.尽管智能感知技术在实践运用中具有广泛的潜力,但也面临诸多挑战.其中包括数据隐私保护,需要确保用户数据的安全性和隐私性.在算法优化方面,需要不断改进智能感知算法,以提高准确性和效率.此外,智能感知技术在实时性和可靠性方面面临挑战,需要在处理大量实时数据时确保系统稳定运行.深入研究并解决这些挑战,将为智能感知技术在未来通信网络中的广泛应用打下坚实基础.
Application and Challenge of Intelligent Perception Technology in 5G Communication Networks
This paper comprehensively analyzes the application challenges and expected development of intelligent perception technology in the field of 5G communication networks.Through in-depth study of the fundamental principle and classification characteristics of intelligent perception technology,as well as its specific application scope in communication networks,it is clarified that it plays an important role in key fields such as network optimization,security maintenance and edge computing.Although intelligent perception technology has broad potential in practical application,it also faces many challenges.Including data privacy protection,it is necessary to ensure the security and privacy of user data.In the aspect of algorithm optimization,it is necessary to continuously improve the intelligent sensing algorithm to improve accuracy and efficiency.In addition,intelligent perception technology is also facing challenges in real-time and reliability,and it is necessary to ensure the stable operation of the system when dealing with a large number of real-time data.Studying and solving these challenges will lay a solid foundation for the wide application of intelligent perception technology in future communication networks.

intelligent perception technology5G communication networksnetwork optimizationsecurity assuranceedge computing

仇洪光

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山东省邮电规划设计院有限公司,山东 济南 250101

智能感知技术 5G通信网络 网络优化 安全保障 边缘计算

2024

通信电源技术
武汉普天通信设备集团有限公司

通信电源技术

影响因子:0.389
ISSN:1009-3664
年,卷(期):2024.41(8)
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