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A Frameless Network Architecture for the Way Forward of C-RAN 被引量:1
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作者 Xiaodong Xu Zhao Sun +2 位作者 Xun Dai Xiaofeng Tao Ping Zhang 《China Communications》 SCIE CSCD 2016年第6期154-166,共13页
The key technologies involved in the evolution of the Cloud-based Radio Access Network(C-RAN) are discussed in this paper. Taking the Frameless Network Architecture(FNA) as a starting point, a cell-lessbased network t... The key technologies involved in the evolution of the Cloud-based Radio Access Network(C-RAN) are discussed in this paper. Taking the Frameless Network Architecture(FNA) as a starting point, a cell-lessbased network topology for a multi-tier Heterogeneous Network(Het Net) and ultra-dense network is proposed. The FNA network topology modeling is researched with centralized processing and distributed antenna deployments. The Antenna Element(AE) is released as a new dimensional radio resource that is included in the centralized Radio Resource Management(RRM) processes. This contributes to the on-demand user-centric serving-set associations with cell-edge effect elimination. The Control Plane(CP) and User Plane(UP) separation and adaptation are introduced for energy efficiency improvements. The centralized RRM and different optimization goals are discussed for fully exploring the merits from the centralized computing of C-RAN. Considering the complexity, near-optimal approaches for specific users' Quality-of-Service(Qo S) requirements are addressed. Finally, based on the research highlighted above, the way forward of C-RAN evolution is discussed. 展开更多
关键词 C-RAN frameless network architecture user-centric control plane and user plane adaptation centralized radio resource management optimization
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SDN Based Next Generation Mobile Network With Service Slicing and Trials 被引量:7
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作者 XU Xiaodong ZHANG Huixin DAI Xun HOU Yanzhao TAO Xiaofeng ZHANG Ping 《China Communications》 SCIE CSCD 2014年第2期65-77,共13页
Software-Defined Network (SDN) empowers the evolution of Internet with the OpenFlow, Network Virtualization and Service Slicing strategies. With the fast increasing requirements of Mobile Internet services, the Inte... Software-Defined Network (SDN) empowers the evolution of Internet with the OpenFlow, Network Virtualization and Service Slicing strategies. With the fast increasing requirements of Mobile Internet services, the Internet and Mobile Networks go to the convergence. Mobile Networks can also get benefits from the SDN evolution to fulfill the 5th Generation (5G) capacity booming. The article implements SDN into Frameless Network Architecture (FNA) for 5G Mobile Network evolution with proposed Mobile-oriented OpenFlow Protocol (MOFP). The Control Plane/User Plane (CP/UP) separation and adaptation strategy is proposed to support the User-Centric scenario in FNA. The traditional Base Station is separated with Central Processing Entity (CPE) and Antenna Element (AE) to perform the OpenFlow and Network Virtualization. The AEs are released as new resources for serving users. The mobile-oriented Service Slicing with different Quality of Service (QoS) classification is proposed and Resource Pooling based Virtualized Radio Resource Management (VRRM) is optimized for the Service Slicing strategy with resource-limited feature in Mobile Networks. The capacity gains are provided to show the merits of SDN based FNA. And the MiniNet based Trial Network with Service Slicing is implemented with experimental results. 展开更多
关键词 frameless network architecture SDN OpenFlow network virtualization service slicing trial network
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基于改进无锚框网络的小目标检测方法
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作者 谭奇坤 李海生 钱洪宝 《现代电子技术》 北大核心 2025年第21期58-62,共5页
为应对低纬度空间中特征提取不足的问题,文中设计了基于改进无锚框网络的小目标检测方法。首先,在改进无锚框网络中,通过自适应上下文特征提取模块,分析并利用小目标周围环境的附加信息初步提取小目标特征,以应对低纬度空间特征提取不... 为应对低纬度空间中特征提取不足的问题,文中设计了基于改进无锚框网络的小目标检测方法。首先,在改进无锚框网络中,通过自适应上下文特征提取模块,分析并利用小目标周围环境的附加信息初步提取小目标特征,以应对低纬度空间特征提取不足的问题;然后,采用高层特征增强模块在小目标特征范围内挖掘高层次语义特征;最后,通过热力图、偏移量、小目标尺寸、小目标3D框朝向损失优化网络结构,提升对小目标的检测精度。实验结果表明:该方法可以有效提取图像中的小目标特征,并增强语义特征,且检测精度较高。 展开更多
关键词 无锚框网络 小目标检测 自适应特征提取 上下文特征 特征增强 热力图
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非均匀密集无线组网
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作者 陶小峰 吴慧慈 许晓东 《中兴通讯技术》 2016年第3期1-5,共5页
无线密集网络作为未来移动通信系统的主要场景,能提供超高的、非均匀的数据量及海量的连接服务,并有提高无线链路的能效以及利用更高的频谱等诸多优势,将成为未来移动通信系统的主要架构之一,研究无线密集组网架构及关键技术意义重大。... 无线密集网络作为未来移动通信系统的主要场景,能提供超高的、非均匀的数据量及海量的连接服务,并有提高无线链路的能效以及利用更高的频谱等诸多优势,将成为未来移动通信系统的主要架构之一,研究无线密集组网架构及关键技术意义重大。无线密集网络的网络架构、网络建模分析以及异构密集网络之间的融合是非均匀密集无线网络中的重要研究问题。 展开更多
关键词 无框架网络架构 异构融合 随机几何
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