基于线性自抗扰控制的通信传输延迟优化方法

Optimization Method for Communication Transmission Delay Based on Linear Self Disturbance Rejection Control

在通信系统中,由于数据传输距离、网络设备的处理时间、网络拥塞以及网络协议的开销等因素,导致通信传输出现延迟。通信传输延迟不仅影响数据传输的实时性和效率,还可能直接影响实时通信应用的用户体验和系统稳定性。因此,提出线性自抗扰控制的通信传输延迟优化方法。首先,构建通信信道模型;然后,采用长短时记忆网络进行通信延迟预测;最后,根据通信信道模型和通信延迟预测结果,采用线性自抗控制方法完成对通信传输延迟的优化。实验结果表明,该方法能够有效减少通信传输延迟时间,且通信过程数据丢包率在4%以下,由此证明所提方法具有实际应用价值。

In communication systems,delays in communication transmission occur due to factors such as data transmission distance,processing time of network devices,nctwork congestion,and network protocol overhead.Communication transmission delay not only affects the real-time and efficiency of data transmission,but may also dircctly affect the user experience and system stability of real-time communication applications.Therefore,a communication transmission delay optimization method based on linear self disturbance rejection control is proposed.Firstly,construct a communication channel model;Then,a long short-term memory network is used for communication delay prediction;Finally,based on the communication channel model and communication delay prediction results,using linear self rejection control method to optimize communication transmission delay.The experimental results indicate that,this mcthod can effectively reduce communication transmission delay time,and the data packet loss rate during the communication process is below 4%,this proves that the proposed method has practical application value.