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基于深度学习的通信网络性能预测和优化方法研究
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作者 邓汝和 《通讯世界》 2023年第12期34-36,共3页
随着通信技术的快速发展和普及,通信网络日益复杂化,通信网络性能的预测和优化成为重要研究课题。基于此,提出一种基于深度学习的通信网络性能预测和优化方法,旨在提高网络性能、降低能耗并实现业务快速部署。介绍了研究背景,详细分析... 随着通信技术的快速发展和普及,通信网络日益复杂化,通信网络性能的预测和优化成为重要研究课题。基于此,提出一种基于深度学习的通信网络性能预测和优化方法,旨在提高网络性能、降低能耗并实现业务快速部署。介绍了研究背景,详细分析基于深度学习的通信网络性能预测和优化方法设计,并通过实验验证该方法的有效性和可行性,以期为相关人员提供参考。 展开更多
关键词 通信网络优化 深度学习 通信网络性能预测 多目标优化
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智能变电站数据流定性分析与通信网络性能仿真 被引量:2
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作者 陈庆涛 杨海涛 +2 位作者 丁国成 田宇 吴兴旺 《电气应用》 2017年第23期22-25,共4页
智能变电站运行过程中,受诸多故障影响,其数据流传输路径可能出现中断、阻塞以及延迟。以某常规智能变电站系统为例,基于OPNET Modeler软件,构建典型网络仿真模型,对其通信网络进行仿真。结果表明,仿真进行至100 s时,会出现系统故障以... 智能变电站运行过程中,受诸多故障影响,其数据流传输路径可能出现中断、阻塞以及延迟。以某常规智能变电站系统为例,基于OPNET Modeler软件,构建典型网络仿真模型,对其通信网络进行仿真。结果表明,仿真进行至100 s时,会出现系统故障以及环形故障,对智能变电站通信网络造成如下影响:链路利用率增加、以太网延时波动显著、链路吞吐量迅速降低及数据包时延降低;引入RSTP协议(快速生成树协议)后,链路中断故障得以排除,然而其数据包时延会变大。 展开更多
关键词 智能变电站 变电站数据流 数据流分析 数据包通信 通信网络性能
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基于单片机为基础多机通信系统的设计对策分析
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作者 马巍 《数字技术与应用》 2024年第1期181-183,共3页
随着计算机技术的不断发展,单片机得到了广泛的应用,人们对网络通信性能的要求也越来越高,单片机网络数据处理方式已经不能满足现代社会发展的要求。多机通信系统在当代社会较为常见,然而该系统在投入使用后出现诸多不足之处,大幅限制... 随着计算机技术的不断发展,单片机得到了广泛的应用,人们对网络通信性能的要求也越来越高,单片机网络数据处理方式已经不能满足现代社会发展的要求。多机通信系统在当代社会较为常见,然而该系统在投入使用后出现诸多不足之处,大幅限制了通信效果。基于此,本文探讨单片机多机通信系统模式与结构,分析单片机多机通信系统实现方案,研究了单片机多机通信系统设计,以供参考。 展开更多
关键词 多机通信系统 数据处理方式 计算机技术 单片机 网络通信性能 通信效果 对策分析 不足之处
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一种基于协程的异步网络通信研究
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作者 颜光伟 胡炜 +1 位作者 尚松超 蒲恒欣 《中国科技信息》 2023年第10期82-85,共4页
随着网络应用的不断深入,网络通信技术已经广泛应用于企业业务的方方面面。对于企业来说,高性能永远是面向用户所提供网络服务的重要指标之一。为了提高网络通信性能,应用软件经历了单进程、多进程、多线程等不同的处理模式,也尝试了同... 随着网络应用的不断深入,网络通信技术已经广泛应用于企业业务的方方面面。对于企业来说,高性能永远是面向用户所提供网络服务的重要指标之一。为了提高网络通信性能,应用软件经历了单进程、多进程、多线程等不同的处理模式,也尝试了同步、异步网络编程模型,以及它们彼此之间的组合运用。目前,较为通用的做法是多线程模式与异步网络编程模型组合使用。 展开更多
关键词 编程模型 网络服务 应用软件 多线程 网络通信技术 面向用户 网络通信性能 网络应用
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实时系统的性能测试 被引量:6
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作者 沈国保 刘松强 《核电子学与探测技术》 CAS CSCD 北大核心 2002年第5期416-419,共4页
介绍在多种硬件平台下对采用 Vx Works实时操作系统组建的系统的若干关键实时性能和网络性能的测试方法和测试结果。
关键词 实时系统 性能测试 VXWORKS Netperf ICP/IP 网络通信性能 计算机系统 控制系统 加速器
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基于近端残余能量激活的无线网络通讯算法研究
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作者 董青 《科技通报》 北大核心 2013年第2期142-144,共3页
无线传感器网络中的传感器节点安装在一定的感知环境下,每个传感器有自己的感知范围,节点的死亡造成了网络的信号重复通信、网络发生冗余与资源浪费。为此,本文提出一种基于近端残余能量激活的无线网络通讯优化算法,将节点表示为近端寻... 无线传感器网络中的传感器节点安装在一定的感知环境下,每个传感器有自己的感知范围,节点的死亡造成了网络的信号重复通信、网络发生冗余与资源浪费。为此,本文提出一种基于近端残余能量激活的无线网络通讯优化算法,将节点表示为近端寻优粒子,采用交叉遗传的方式对节点的性能多样性进行保持,将节点的残存能量作为目标函数进行优化,找到残存能量较大的最优节点进行通信。实验仿真结果证明,经过交叉遗传的PSO网络通信控制的优化后,无线传感器网络的通信性能比传统的方法有了明显提高,证明本算法具有很强的可行性与实用价值。 展开更多
关键词 交叉遗传PSO 残存能量 网络通信性能
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基于IEC 61850的变电站间隔层保护监控设备硬件设计框架 被引量:6
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作者 姚东晓 周有庆 +3 位作者 高乐 彭红海 王嗣常 王晓芳 《电网技术》 EI CSCD 北大核心 2008年第13期84-88,共5页
依据IEC 61850标准构建了变电站自动化系统各逻辑接口到物理接口的映射模型,提出了基于分布式信息处理模式的变电站间隔层保护监控设备硬件框架,以高压线路间隔为例,阐述了该设备内部插件的功能分配情况。文章还构造了由新型保护监控硬... 依据IEC 61850标准构建了变电站自动化系统各逻辑接口到物理接口的映射模型,提出了基于分布式信息处理模式的变电站间隔层保护监控设备硬件框架,以高压线路间隔为例,阐述了该设备内部插件的功能分配情况。文章还构造了由新型保护监控硬件设备组成的间隔层局域网,对该网络的负荷及延时进行了模拟计算和分析,结果表明,新型结构的保护监控设备能够满足变电站间隔层局域网的通信实时性要求,具有可行性。 展开更多
关键词 IEC 61850 变电站自动化系统 间隔层 过程层抽象通信服务接口(ACSI) 物理接口 通信网络性能
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Quality of Service Improvement for High-Speed Railway Communications 被引量:1
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作者 ZHOU Yuzhe AI Bo 《China Communications》 SCIE CSCD 2014年第11期156-167,共12页
With the fast development of highspeed railways,a call for fulfilling the notion of communication at "anytime,anywhere" for high-speed train passengers in the Train Operating Control System is on the way.In ... With the fast development of highspeed railways,a call for fulfilling the notion of communication at "anytime,anywhere" for high-speed train passengers in the Train Operating Control System is on the way.In order to make a realization of that,new railway wireless communication networks are needed.The most promising one is the Long Term Evolution for Railway which will provide broadband access,fast handover,and reliable communication for high mobility users.However,with the increase of speed,the system is subjected to high bit error rate,Doppler frequency shift and handover failure just like other system does.This paper is trying to solve these problems by employing MIMO technique.Specifically,the goal is to provide higher data rate,higher reliability,less delay,and other relative quality of services for passengers.MIMO performance analysis,resource allocation,and access control for handover and various services in a two-hop model are proposed in this paper.Analytical results and simulation results show that the proposed model and schemes perform well in improving the system performances. 展开更多
关键词 high-speed railway QOS M1MO HANDOVER access control
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Algebraic algorithm for reliability index weighted capacity of communication network
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作者 戴伏生 宋立众 张秀珍 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2003年第3期290-294,共5页
Communication network has communication capacity and connection reliability of the links. They canbe independently defined and can be used separately, and when the reliability of a communication network isanalyzed fro... Communication network has communication capacity and connection reliability of the links. They canbe independently defined and can be used separately, and when the reliability of a communication network isanalyzed from a macroscopical angle of view, it is more objective to express the performance index of a commu-nication network as a whole. The reliability index weighted capacity is just obtained by integrating these two pa-rameters. It is necessary to further study the algorithm to calculate the reliability index of the communicationnetwork with a complicated topologic structure and a whole algebraic algorithm is therefore proposed for calcula-tion of the reliability index weighted capacity of a communication network with a topologic structure. The wholecomputational procedure of the algorithm is illustrated with a typical example. 展开更多
关键词 communication network RELIABILITY ALGORITHM communication capacity
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Error Outage Probabilities of Dual-Hop Relay Channels in a Poisson Interference Field
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作者 LIU Qiuyan SONG Jiaying WANG Miao ZHONG Zhangdui 《China Communications》 SCIE CSCD 2010年第4期108-113,共6页
In the promising cooperative communication systems,network performance is mainly affected by interference instead of noise.In this paper,we consider the performance degraded by the Poisson filed interference in the du... In the promising cooperative communication systems,network performance is mainly affected by interference instead of noise.In this paper,we consider the performance degraded by the Poisson filed interference in the dual-hop relay channels.We focus on the discussions of error outage probability (EOP) performance with a selective-decode-and-forward (SDF),amplify-and-forward (AF),or fixed-decode-and-forward (DF) cooperation protocol.Finally,the simulation results present the performance with different cooperation protocols with interference in a Poisson field. 展开更多
关键词 Cooperative Communications Interference Performance Poisson Field Dual-hop Relay Error Outage Probability
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Detection Performance Analysis of Spectrum Sensing in Cognitive Radio Networks with Mobile Secondary Users 被引量:2
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作者 Xinyu Wang Min Jia +2 位作者 Qing Guo Xuemai Gu Jian Yang 《China Communications》 SCIE CSCD 2016年第11期214-225,共12页
The majority of existing papers about spectrum sensing have the assumption that secondary users(SUs) are stationary. However,mobility is an essential feature of mobile communications networks. In this paper,the detect... The majority of existing papers about spectrum sensing have the assumption that secondary users(SUs) are stationary. However,mobility is an essential feature of mobile communications networks. In this paper,the detection performance of spectrum sensing by mobile SUs was analyzed. Three performance metrics,i.e.,detection probability,miss detection probability and false alarm probability,were thoroughly investigated. In our analysis,a critical variable was the real-time received primary user signal power by a mobile SU. Its probability distribution and mathematical expectation were analytically derived. Moreover,the three performance metrics in single-node spectrum sensing and multi-node collaborative spectrum sensing systems were also derived. Extensive simulations were performed. The results are consistent with the theoretical analysis. And it is concluded that SU mobility has a significant impact on the detection probability and the miss detection probability,but not on the false alarm probability. 展开更多
关键词 cognitive radio spectrum sensing MOBILITY random variable analysis probability density function
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Design of an unbuffered switch for network on-chip
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作者 刘浩 Cao Feifei +2 位作者 Zhou Ning Zou Xuecheng Liu Dongsheng 《High Technology Letters》 EI CAS 2013年第1期24-29,共6页
In the complex multicore chip system,network on-chip(NoC)is viewed as a kind of system interconnection that can substitute the traditional interconnect networks,which will improve the system performance and communicat... In the complex multicore chip system,network on-chip(NoC)is viewed as a kind of system interconnection that can substitute the traditional interconnect networks,which will improve the system performance and communication efficiency.With regard to the complex and large scale NoC,simple and efficient routing nodes are the critical factors to achieve low-cost and low-congestion communication performance.This paper proposes an unbuffered switch architecture and makes detailed analysis of the mechanism of buffer in the switch architecture.According to the simulation results,the S-mesh using the unbuffered switch architecture is better in terms of the optimal performance in message latency than some typical NoC architectures,such as 2D-mesh,Fat-tree,Butterfly,Octagon and so on.The synthesis results of design compiler indicate that the unbuffered switch has obvious advantages of achieving cost and operating speed for the chips. 展开更多
关键词 network on-chip (NoC) router architecture BUFFER LOW-COST
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Comprehensive Analysis of Caching Performance under Probabilistic Traffic Patterns for Content Centric Networking
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作者 Dabin Kim Young-Bae Ko Sung-Hwa Lim 《China Communications》 SCIE CSCD 2016年第3期127-136,共10页
The phenomenon of data explosion represents a severe challenge for the upcoming big data era.However,the current Internet architecture is insufficient for dealing with a huge amount of traffic owing to an increase in ... The phenomenon of data explosion represents a severe challenge for the upcoming big data era.However,the current Internet architecture is insufficient for dealing with a huge amount of traffic owing to an increase in redundant content transmission and the end-point-based communication model.Information-centric networking(ICN)is a paradigm for the future Internet that can be utilized to resolve the data explosion problem.In this paper,we focus on content-centric networking(CCN),one of the key candidate ICN architectures.CCN has been studied in various network environments with the aim of relieving network and server burden,especially in name-based forwarding and in-network caching functionalities.This paper studies the effect of several caching strategies in the CCN domain from the perspective of network and server overhead.Thus,we comprehensively analyze the in-network caching performance of CCN under several popular cache replication methods(i.e.,cache placement).We evaluate the performance with respect to wellknown Internet traffic patterns that follow certain probabilistic distributions,such as the Zipf/Mandelbrot–Zipf distributions,and flashcrowds.For the experiments,we developed an OPNET-based CCN simulator with a realistic Internet-like topology. 展开更多
关键词 content-centric networking probabilistic Internet traffic patterns caching performance analysis OPNET
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Algorithm and Performance Analysis of Optical Multistage Interconnection Network
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作者 LIUJiang MAOYou-ju ZHUJi-hua 《Semiconductor Photonics and Technology》 CAS 2005年第2期122-128,共7页
A sorting algorithm based on the Batcher' s algorithm is presented. An 8X8multistage interconnection network(MIN) is constructed. Applying wavelength division multiplexing(WDM) technology and integrating control m... A sorting algorithm based on the Batcher' s algorithm is presented. An 8X8multistage interconnection network(MIN) is constructed. Applying wavelength division multiplexing(WDM) technology and integrating control mode, the designed network can realize non-blockingcommunication. The time delay of the MIN and the switches needed are also analyzed in theory, thededuced result conforms that the MIN designed previously is feasible. In the case of the samecommunication quality guaranteed, MIN uses the least switches and completes the communication moreefficiently. 展开更多
关键词 multistage interconnection network non-blocking communication opticalcross-connects
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