基于深度自适应小波网络的移动通信网络传输信号增强方法  

Transmission Signal Enhancement Method of Mobile Communication Network Based on Deep Adaptive Wavelet Network

作　　者：罗永剑 LUO Yongjian(Guangdong Original Technology Co.,LTD.,Guangdong Huizhou 516003,China)

机构地区：[1]广东原创科技有限公司,广东惠州516003

出　　处：《长江信息通信》2024年第8期178-181,共4页Changjiang Information & Communications

摘　　要：当前移动通信网络传输信号增强机制多为目标式增强处理,增强可靠性较低,导致最终得出的误码率降低,为此提出对基于深度自适应小波网络的移动通信网络传输信号增强方法方法的设计与验证分析。根据当前的测定需求,先进行信号初始速率测定及特征分类,在此基础之上,对信号去噪处理,采用多层级的方式,强化当前的增强可靠性,设定多层级增强机制。构建深度自适应小波网络传输信号增强模型,采用自适应补偿处理实现信号增强。最终的测试结果表明:针对选定的5个测试区域,分别在100 Mb、120 Mb、180 Mb、220 Mb不同的带宽背景下,最终得出的误码率被较好地控制在15%以下,说明在深度自适应小波网络的辅助下,设计的移动通信网络传输信号增强方法更加高效、完善,在面对复杂环境时,也可以保证对信号的增强效果,强化增强效率,为后续的信号实践应用奠定基础条件。At present,the transmission signal enhancement mechanism of mobile communication network is mostly target enhancement processing,which has low reliability,resulting in the reduction of the final bit error rate.Therefore,the design and verification analysis of the transmission signal enhancement method of mobile communication network based on deep adaptive wavelet network are proposed.According to the current determination requirements,the initial signal rate determination and feature classification are carried out first.On this basis,the signal denoising is processed,and the multi-level way is adopted to strengthen the current enhancement reliability,and the multi-level enhancement mechanism is set.Transmission signal enhancement model of deep adaptive wavelet network is constructed,and adaptive compensation procssing is used to realize signal enhancement.The final test results show that:for the selected five test areas,in 100 Mb,120 Mb,180 Mb,220 Mb,the error rate is well controlled below 15%,in the decp adaptive wavelet network,the mobile communication nctwork transmission signal cnhancement method is more efficient and perfect,in the face of complex cnvironment,also can ensure the signal enhancement effect and enhancement efficiency,laying the foundation for the subsequent signal practice application.

关 键 词：深度自适应 小波网络 移动通信网络 网络传输 信号识别 增强方法 

分 类 号：TP181[自动化与计算机技术—控制理论与控制工程]