基于人工智能的移动通信传输数据加密系统设计

Design of Mobile Communication Transmission Data Encryption System Based on Artificial Intelligence

针对移动通信传输数据量大,传输加密耗时较长的问题,文中设计了一种基于人工智能的移动通信传输数据加密系统。在硬件设计上,选择STM32控制器结合CycloneⅢ加密芯片作为主控制器,利用人工智能算法设计加密/解密方法。在此基础上,结合人工智能算法中的改进K-means算法,对移动通信传输数据进行聚类处理,从而实现移动通信传输数据的安全加密。实验测试发现,文中设计的系统传输移动通信数据具有较高的实时性,且丢包率较低,可以保持良好的加密性能。

Aiming at the problems of large amount of data transmitted by mobile communication and long time-consuming transmission encryption,this paper designs a mobile communication transmission data encryption system based on artificial intelligence.In terms of hardware design,the STM32 controller combined with the CycloneⅢencryption chip is selected as the main controller,and the encryption/decryption method is designed using the artificial intelligence algorithm.On this basis,combined with the improved K-means algorithm in the artificial intelligence algorithm,the mobile communication transmission data is clustered to realize the secure encryption of mobile communication transmission data.Experimental tests show that the system designed in this paper has high real-time performance and low packet loss rate for transmitting mobile communication data,which can maintain good encryption performance.