Deep learning based physical layer wireless communication techniques:opportunities and challenges

The development of the fifth-generation wireless communications (5G) system is promoted by the high requirements of the high reliability and super-high network capacity.However,existing communication techniques are hard to achieve the high requirements due to the more and more complexity design in 5G system.Currently,deep learning is considered one of effective tools to handle the physical layer wireless communications.Several potential applications based on deep learning were reviewed,and their effectiveness were confirmed.Finally,several potential techniques in deep learning based physical layer wireless communications were pointed out.     

压电半导体的极化处理及性能研究

极化处理是压电半导体材料制备及构件设计中的关键工艺,直接影响着其压电性能。根据夹层极化的方法,研制出一种多样性极化实验装置,解决了压电半导体的极化问题,并对极化后的GaN材料性能进行了系统研究。实验结果表明:(1)极化使GaN材料具备了压电性能,改变了其力电性能参数;(2)极化显著提高了压电半导体的导电能力,改变了其弯曲强度。     

变电站直流系统接地故障快速定位与预防措施

变电站直流系统不仅为全站继电保护类装置,同时还兼具二次回路提供电压,解析快速定位直流系统故障的方法,有利于检修人员快速处理故障问题,提升系统应用.     

基于磁耦合共振传输技术的手机无线充电系统设计与研究

在社会经济与科技飞速进步的背景下,手机已经成为人们日常生活、工作中不可或缺的重要工具.无线充电系统能够较好地提升电能转化的效率,实现更加高效便捷的充电模式,应用磁耦合技术较好的摆脱充电线和充电接口的限制影响.文章系统性地介绍了磁耦合共振的工作原理和基本模型,结合手机无线充电的优势和现状,详细分析了该技术在充电系统中的设...     

基于PSO优化模糊C均值的WSN分簇路由算法

针对无线传感器网络节点能量有限、负载不均衡的问题,提出了一种基于粒子群优化模糊C均值的分簇路由算法POFCA.POFCA分别从成簇阶段和数据传输阶段进行了优化.成簇阶段,首先使用粒子群优化算法优化模糊C均值算法,克服了模糊C均值对初始聚类中心的敏感,并根据节点剩余能量和相对距离动态更新簇首,平衡簇内负载.数据传输阶段,...     

High efficient multipacket decoding approach for network coding in wireless networks

To improve the performance of transmission by reducing the number of transmission and network overhead of wireless single-hop networks, this paper presents a high efficient multipacket decoding approach for network coding (EMDNC) in wireless networks according to the idea of encoding packets which cannot be decoded and are stored in buffer by receiving nodes, the lost packets can be recovered from these encoded packets. Compared with the network coding wireless broadcasting retransmission (NCWBR), EMDNC can improve the efficiency of decoding and reduce the number of retransmission and transmission delay. Simulation results reveal that EMDNC can effectively reduce the number of retransmission and network overhead.     

基于无线传感网络的瓦斯监控报警系统

该文设计了以CC2430为核心的无线传感网络的瓦斯监控报警系统。该系统通过放置大量的无线传感器网络采集节点,实时进行节点处瓦斯浓度的采集和换算,并通过模糊PID控制实现节点附近的瓦斯浓度的智能化控制。     

我国下一代网络灯光控制系统设备识别机制的构建

以我国下一代网络灯光控制系统设备识别机制的设计要求为指导,提出了我国下一代网络灯光控制系统设备识别机制的规范内容、基本框架和各子协议的选择,并以此为基础,说明各子协议之间的协作关系。     

防雷接地装置的维护与检修技术

雷电具有强烈的破坏作用,为了保证系统避免受雷击,需要设置防雷装置。接地装置是系统安全运行所必不可少的重要环节,接地装置和防雷装置需要定期进行检查和维护,才能够发挥安全及保护作用。分析了对接地装置、防雷装置进行定期维护和检查的要求和方法。     

基于Taurus Workbench的亚微米n沟MOS器件关键工艺参数的优化

简要介绍了集成电路虚拟工厂系统Taurus Workbench。对亚微米n沟MOS工艺的特点进行了分析。在Taurus Workbench环境下进行亚微米n沟MOS器件关键工艺参数的优化，优化结果印证了新工艺条件对器件性能的改善。