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Traffic prediction enabled dynamic access points switching for energy saving in dense networks 被引量:1
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作者 Yuchao Zhu Shaowei Wang 《Digital Communications and Networks》 SCIE CSCD 2023年第4期1023-1031,共9页
To meet the ever-increasing traffic demand and enhance the coverage of cellular networks,network densification is one of the crucial paradigms of 5G and beyond mobile networks,which can improve system capacity by depl... To meet the ever-increasing traffic demand and enhance the coverage of cellular networks,network densification is one of the crucial paradigms of 5G and beyond mobile networks,which can improve system capacity by deploying a large number of Access Points(APs)in the service area.However,since the energy consumption of APs generally accounts for a substantial part of the communication system,how to deal with the consequent energy issue is a challenging task for a mobile network with densely deployed APs.In this paper,we propose an intelligent AP switching on/off scheme to reduce the system energy consumption with the prerequisite of guaranteeing the quality of service,where the signaling overhead is also taken into consideration to ensure the stability of the network.First,based on historical traffic data,a long short-term memory method is introduced to predict the future traffic distribution,by which we can roughly determine when the AP switching operation should be triggered;second,we present an efficient three-step AP selection strategy to determine which of the APs would be switched on or off;third,an AP switching scheme with a threshold is proposed to adjust the switching frequency so as to improve the stability of the system.Experiment results indicate that our proposed traffic forecasting method performs well in practical scenarios,where the normalized root mean square error is within 10%.Furthermore,the achieved energy-saving is more than 28% on average with a reasonable outage probability and switching frequency for an area served by 40 APs in a commercial mobile network. 展开更多
关键词 access points switching on/off ENERGY-SAVING Green network Long short-term memory Traffic prediction
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Design and Implementation of Memory Access Fast Switching Structure in Cluster-Based Reconfigurable Array Processor
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作者 Rui Shan Lin Jiang +2 位作者 Junyong Deng Xueting Li Xubang Shen 《Journal of Beijing Institute of Technology》 EI CAS 2017年第4期494-504,共11页
Memory access fast switching structures in cluster are studied,and three kinds of fast switching structures( FS,LR2 SS,and LAPS) are proposed. A mixed simulation test bench is constructed and used for statistic of d... Memory access fast switching structures in cluster are studied,and three kinds of fast switching structures( FS,LR2 SS,and LAPS) are proposed. A mixed simulation test bench is constructed and used for statistic of data access delay among these three structures in various cases. Finally these structures are realized on Xilinx FPGA development board and DCT,FFT,SAD,IME,FME,and de-blocking filtering algorithms are mapped onto the structures. Compared with available architectures,our proposed structures have lower data access delay and lower area. 展开更多
关键词 array processor distributed memory memory access switching structure
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Analysis and modeling of resistive switching mechanisms oriented to resistive random-access memory
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作者 黄达 吴俊杰 唐玉华 《Chinese Physics B》 SCIE EI CAS CSCD 2013年第3期522-527,共6页
With the progress of the semiconductor industry,the resistive random-access memory(RAM) has drawn increasing attention.The discovery of the memristor has brought much attention to this study.Research has focused on ... With the progress of the semiconductor industry,the resistive random-access memory(RAM) has drawn increasing attention.The discovery of the memristor has brought much attention to this study.Research has focused on the resistive switching characteristics of different materials and the analysis of resistive switching mechanisms.We discuss the resistive switching mechanisms of different materials in this paper and analyze the differences of those mechanisms from the view point of circuitry to establish their respective circuit models.Finally,simulations are presented.We give the prospect of using different materials in resistive RAM on account of their resistive switching mechanisms,which are applied to explain their resistive switchings. 展开更多
关键词 resistive random-access memory resistive switching mechanism circuit model
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PERFORMANCE ANALYSIS OF AN INPUT-BUFFERED ATM SWITCHING FABRIC WITH INDEPENDENT WINDOW-ACCESS SCHEME
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作者 Liu Yashe Liu Zengji Hu Zheng(National Key Laboratory of Integrated Service Networks, Xidian University, Xi’an 71007l) 《Journal of Electronics(China)》 1997年第3期220-227,共8页
In this paper, an Independent Window-Access(IWA) scheme is proposed, and the performance of an input-buffered ATM switching fabric with the IWA scheme is analysed by means of a probability generating function approach... In this paper, an Independent Window-Access(IWA) scheme is proposed, and the performance of an input-buffered ATM switching fabric with the IWA scheme is analysed by means of a probability generating function approach, the closed formulas of the average cell delay and the maximum throughput are given, and results show that the IWA scheme makes the switching fabric have better performances than traditional window-access scheme. The computer simulation results are in good agreement with these analytical results. 展开更多
关键词 Input-buffered ATM switching FABRIC Window-access scheme Performance
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Effects of Film Thickness and Ar/O2 Ratio on Resistive Switching Characteristics of HfOx-Based Resistive-Switching Random Access Memories
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作者 郭婷婷 谭婷婷 刘正堂 《Chinese Physics Letters》 SCIE CAS CSCD 2015年第1期125-128,共4页
Cu/HfOx/n^+Si devices are fabricated to investigate the influence of technological parameters including film thickness and Ar/02 ratio on the resistive switching (RS) characteristics of HfOx films, in terms of swit... Cu/HfOx/n^+Si devices are fabricated to investigate the influence of technological parameters including film thickness and Ar/02 ratio on the resistive switching (RS) characteristics of HfOx films, in terms of switch ratio, endurance properties, retention time and multilevel storage. It is revealed that the RS characteristics show strong dependence on technological parameters mainly by altering the defects (oxygen vacancies) in the film. The sample with thickness of 2Onto and Ar/O2 ratio of 12:3 exhibits the best RS behavior with the potential of multilevel storage. The conduction mechanism of all the films is interpreted based on the filamentary model. 展开更多
关键词 Effects of Film Thickness and Ar/O2 Ratio on Resistive switching Characteristics of HfOx-Based Resistive-switching Random access Memories
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网站后台数据库从ACCESS到SQL Server的转换 被引量:1
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作者 宋钰 《电脑知识与技术》 2006年第1期19-20,共2页
用Access作为网站后台数据库承担访问量、数据量大的网站应用时,往往不堪重负,使用微软的SQLServer数据库就是最最有效、最实用的替代办法。转换过程大致需要三个步骤,首先进行系统程序的安装,然后进行数据库的转换,最后进行数据库运用... 用Access作为网站后台数据库承担访问量、数据量大的网站应用时,往往不堪重负,使用微软的SQLServer数据库就是最最有效、最实用的替代办法。转换过程大致需要三个步骤,首先进行系统程序的安装,然后进行数据库的转换,最后进行数据库运用程序的改写。 展开更多
关键词 数据库 access 转换:SQL SERVER
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基于ROF的终端通信接入网切换算法研究
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作者 褚含冰 王礼云 +1 位作者 张娴静 贾更新 《计算机仿真》 2024年第10期210-214,共5页
针对终端通信接入网带宽、资源耗费以及频率等参数难捕捉,导致接入网切换失败率高的问题,提出一种基于ROF的接入网切换算法来实现有效解决。建立切换时网络带宽、资源耗费的代价函数,求解接入网与待接入网间最为合理的代价比例关系。为... 针对终端通信接入网带宽、资源耗费以及频率等参数难捕捉,导致接入网切换失败率高的问题,提出一种基于ROF的接入网切换算法来实现有效解决。建立切换时网络带宽、资源耗费的代价函数,求解接入网与待接入网间最为合理的代价比例关系。为满足接入网络的硬性带宽需求,初始化请求矩阵,计算每次请求时接入网络产生的带宽变化,用于约束切换精准度,将ROF射频信号技术与判决指标相结合,运用ROF查找通信接入网的切换带宽和频率参数,选择最佳切换值,由此实现终端通信接入网有效切换。实验结果表明,所提算法能够运用较少的切换次数实现最佳切换,其不易受环境噪声影响,所需耗用较低。 展开更多
关键词 射频信号光纤传输 终端通信接入网 网络带宽 网络切换
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SMB接入交换机优质低价硬件设计要点
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作者 卢源 《信息与电脑》 2024年第15期57-61,共5页
随着中小企业(Small and Midium-sized Business,SMB)接入交换机市场规模的扩大,行业标准接入交换机已难以满足客户对低价格、高质量、高易用性的要求。本文根据运用场景制定质量策略,通过电路重构、设计精简、去除过设计和功能重定义... 随着中小企业(Small and Midium-sized Business,SMB)接入交换机市场规模的扩大,行业标准接入交换机已难以满足客户对低价格、高质量、高易用性的要求。本文根据运用场景制定质量策略,通过电路重构、设计精简、去除过设计和功能重定义等方法降低成本,通过产品使用旅程挖掘易用性痛点,完成了对SMB接入交换机的质量提高、成本降低和易用性改善的目标,在高质量、高易用的前提下实现了低价格。 展开更多
关键词 SMB 接入交换机 硬件设计
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信贷可得性对水稻种植户采纳水肥一体化技术的影响研究
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作者 郑宏运 党庆 李谷成 《农林经济管理学报》 CSSCI 北大核心 2024年第4期456-464,共9页
基于水稻种植户调查数据,运用内生转换Probit模型和反事实分析框架,实证分析信贷可得性对水稻种植户采纳水肥一体化技术的影响。结果表明:户主年龄、性别和受教育程度以及社会网络等是影响水稻种植户信贷可得性的重要因素。信贷可得性... 基于水稻种植户调查数据,运用内生转换Probit模型和反事实分析框架,实证分析信贷可得性对水稻种植户采纳水肥一体化技术的影响。结果表明:户主年龄、性别和受教育程度以及社会网络等是影响水稻种植户信贷可得性的重要因素。信贷可得性对水稻种植户采纳水肥一体化技术具有显著的促进作用。与未获得信贷的反事实情境相比,信贷获得使得水肥一体化技术的采纳概率显著提高了19.9%。CMP模型的估计同样验证信贷获得对水肥一体化技术采纳的正向影响,即结果具有稳健性。进一步分析发现,扩大信贷规模可以显著提高水稻种植户采纳水肥一体化技术的概率。基于此,建议加大对粮食种植户的信贷支持,并结合农户特征提高信贷支持政策的精准性,以促进水肥一体化技术应用。 展开更多
关键词 信贷可得性 水稻种植户 水肥一体化技术 内生转换Probit模型
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网络交换机运行不稳定故障及处理措施
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作者 宋杨 《机械工程与自动化》 2024年第2期180-182,共3页
华电集团某电厂发生工控机接入及公用系统网络交换机运行不稳定故障,暴露出DCS管理不到位、DCS系统网络设备长周期运行风险预控不到位、DCS网络域间隔离不完善等问题。针对该类问题,提出了相应的处理及防范措施。通过对故障的分析和研究... 华电集团某电厂发生工控机接入及公用系统网络交换机运行不稳定故障,暴露出DCS管理不到位、DCS系统网络设备长周期运行风险预控不到位、DCS网络域间隔离不完善等问题。针对该类问题,提出了相应的处理及防范措施。通过对故障的分析和研究,保障了工控机接入及公用系统网络的安全可靠运行。 展开更多
关键词 工控机接入 公用系统网络交换机 故障 处理措施
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智能高速铁路中基于低轨卫星网络的通信关键技术研究
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作者 张嘉驰 刘留 +2 位作者 周涛 蔺伟 梁轶群 《铁道学报》 EI CAS CSCD 北大核心 2024年第8期69-77,共9页
智能高速铁路是构建现代综合交通运输体系的重要组成部分,建立支持高移动性、高速率、高可靠性、高实时性的通信链路是列车安全运行的基石。针对高速铁路空间跨度范围大、轨旁通信设备成本高、越区切换频繁等问题,探讨基于低轨卫星互联... 智能高速铁路是构建现代综合交通运输体系的重要组成部分,建立支持高移动性、高速率、高可靠性、高实时性的通信链路是列车安全运行的基石。针对高速铁路空间跨度范围大、轨旁通信设备成本高、越区切换频繁等问题,探讨基于低轨卫星互联网技术实现车地通信的可能性及关键技术。分析智能高速铁路通信业务需求并根据不同的业务类型采用对应的专网或公网进行承载。研究了基于公网卫星互联网络的高速铁路无线接入架构。并在此基础上进一步探讨了面向智能高速铁路的卫星接入与低时延传输、星地链路多普勒频偏、星内/间波束切换等关键技术,以期实现低时延、高可靠的星地通信链路。 展开更多
关键词 智能高速铁路 低轨卫星网络 无线接入 低时延传输 多普勒频偏 波束切换
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刀闸五防闭锁节点接入位置可能造成的事故隐患分析和对策
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作者 李天祥 毛鹏飞 汤思颖 《通信电源技术》 2024年第3期236-238,242,共4页
为确保电网设备的正常运行,日常运维和检修工作中都会频繁进行隔离刀闸或接地刀闸的分合闸操作,因此变电站需要采取各种防误操作的安全技术措施减少设备误动和人身、设备、电网事故的发生。无论是气体绝缘金属封闭开关设备(Gas Insulate... 为确保电网设备的正常运行,日常运维和检修工作中都会频繁进行隔离刀闸或接地刀闸的分合闸操作,因此变电站需要采取各种防误操作的安全技术措施减少设备误动和人身、设备、电网事故的发生。无论是气体绝缘金属封闭开关设备(Gas Insulated Switchgear,GIS)还是户外敞开式配电装置(Air Insulated Switchgear,AIS)又或是混合气体绝缘开关设备(Hybrid GasInsulated Switchgear,HGIS)新型混合式设备,都会在刀闸机构箱的二次控制回路中串联一个由测控装置提供的五防闭锁节点,分析五防闭锁节点在二次控制回路中不同的接入位置,对于可能出现的安全事故隐患提出相应对策,从而更好地保障设备正常运行。 展开更多
关键词 刀闸 防误操作 五防闭锁 接入位置
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Investigation of resistive switching behaviours in WO_3-based RRAM devices 被引量:1
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作者 李颖弢 龙世兵 +7 位作者 吕杭炳 刘琦 王琴 王艳 张森 连文泰 刘肃 刘明 《Chinese Physics B》 SCIE EI CAS CSCD 2011年第1期589-595,共7页
In this paper, a WO3-based resistive random access memory device composed of a thin film of WO3 sandwiched between a copper top and a platinum bottom electrodes is fabricated by electron beam evaporation at room tempe... In this paper, a WO3-based resistive random access memory device composed of a thin film of WO3 sandwiched between a copper top and a platinum bottom electrodes is fabricated by electron beam evaporation at room temperature. The reproducible resistive switching, low power consumption, multilevel storage possibility, and good data retention characteristics demonstrate that the Cu/WO3/Pt memory device is very promising for future nonvolatile memory applications. The formation and rupture of localised conductive filaments is suggested to be responsible for the observed resistive switching behaviours. 展开更多
关键词 resistive random access memory resistive switching NONVOLATILE WO3
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Resistive switching characteristics of Ti/ZrO_2/Pt RRAM device 被引量:2
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作者 雷晓艺 刘红侠 +5 位作者 高海霞 杨哈妮 王国明 龙世兵 马晓华 刘明 《Chinese Physics B》 SCIE EI CAS CSCD 2014年第11期507-511,共5页
In this paper, the bipolar resistive switching characteristic is reported in Ti/ZrO2/Pt resistive switching memory de- vices. The dominant mechanism of resistive switching is the formation and rupture of the conductiv... In this paper, the bipolar resistive switching characteristic is reported in Ti/ZrO2/Pt resistive switching memory de- vices. The dominant mechanism of resistive switching is the formation and rupture of the conductive filament composed of oxygen vacancies. The conduction mechanisms for low and high resistance states are dominated by the ohmic conduc- tion and the trap-controlled space charge limited current (SCLC) mechanism, respectively. The effect of a set compliance current on the switching parameters is also studied: the low resistance and reset current are linearly dependent on the set compliance current in the log-log scale coordinate; and the set and reset voltage increase slightly with the increase of the set compliance current. A series circuit model is proposed to explain the effect of the set compliance current on the resistive switching behaviors. 展开更多
关键词 resistive random access memory (RRAM) resistive switching (RS) conductive filament (CF) compliance current
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Enhanced resistance switching stability of transparent ITO/TiO_2/ITO sandwiches 被引量:1
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作者 孟洋 张培健 +5 位作者 刘紫玉 廖昭亮 潘新宇 梁学锦 赵宏武 陈东敏 《Chinese Physics B》 SCIE EI CAS CSCD 2010年第3期503-507,共5页
We report that fully transparent resistive random access memory (TRRAM) devices based on ITO/TiO2/ITO sandwich structure, which are prepared by the method of RF magnetron sputtering, exhibit excellent switching stab... We report that fully transparent resistive random access memory (TRRAM) devices based on ITO/TiO2/ITO sandwich structure, which are prepared by the method of RF magnetron sputtering, exhibit excellent switching stability. In the visible region (400 800 nm in wavelength) the TRRAM device has a transmittance of more than 80%. The fabricated TRRAM device shows a bipolar resistance switching behaviour at low voltage, while the retention test and rewrite cycles of more than 300,000 indicate the enhancement of switching capability. The mechanism of resistance switching is further explained by the forming and rupture processes of the filament in the TiO2 layer with the help of more oxygen vacancies which are provided by the transparent ITO electrodes. 展开更多
关键词 colossal electroresistance effect electrical pulse induced resistance switching (EPIR) transparent resistance random access memory (TRRAM)
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Analysis of the resistive switching behaviors of vanadium oxide thin film 被引量:1
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作者 韦晓莹 胡明 +3 位作者 张楷亮 王芳 赵金石 苗银萍 《Chinese Physics B》 SCIE EI CAS CSCD 2013年第3期437-441,共5页
We demonstrate the polarization of resistive switching for a Cu/VOx/Cu memory cell.The switching behaviors of Cu/VOx/Cu cell are tested by using a semiconductor device analyzer(Agilent B1500A),and the relative micro... We demonstrate the polarization of resistive switching for a Cu/VOx/Cu memory cell.The switching behaviors of Cu/VOx/Cu cell are tested by using a semiconductor device analyzer(Agilent B1500A),and the relative micro-analysis of I-V characteristics of VOx/Cu is characterized by using a conductive atomic force microscope(CAFM).The I-V test results indicate that both the forming and the reversible resistive switching between low resistance state(LRS) and high resistance state(HRS) can be observed under either positive or negative sweep.The CAFM images for LRS and HRS directly exhibit evidence for the formation and rupture of filaments based on positive or negative voltage.The Cu/VOx/Cu sandwiched structure exhibits reversible resistive switching behavior and shows potential applications in the next generation of nonvolatile memory. 展开更多
关键词 VOx thin films reversible resistive switching resistive random access memory(RRAM) conductive atomic force microscope
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Bipolar resistance switching in the fully transparent BaSnO_3-based memory device
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作者 张婷 殷江 +3 位作者 赵高峰 张伟风 夏奕东 刘治国 《Chinese Physics B》 SCIE EI CAS CSCD 2014年第8期481-486,共6页
The fully transparent indium-tin-oxide/BaSnO3/F-doped SnO2 devices that show a stable bipolar resistance switching effect are successfully fabricated. In addition to the transmittance being above 87% for visible light... The fully transparent indium-tin-oxide/BaSnO3/F-doped SnO2 devices that show a stable bipolar resistance switching effect are successfully fabricated. In addition to the transmittance being above 87% for visible light, an initial forming process is unnecessary for the production of transparent memory. Fittings to the current-voltage curves reveal the interfacial conduction in the devices. The first-principles calculation indicates that the oxygen vacancies in cubic BaSnO3 will form the defective energy level below the bottom of conduction band. The field-induced resistance change can be explained based on the change of the interracial Schottky barrier, due to the migration of oxygen vacancies in the vicinity of the interface. This work presents a candidate material BaSnO3 for the application of resistive random access memory to transparent electronics. 展开更多
关键词 transparent resistive random access memory resistance switching oxygen vacancy BaSnO3
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无蜂窝毫米波大规模MIMO系统基于深度强化学习的节能睡眠策略 被引量:1
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作者 何云 申敏 +1 位作者 王蕊 张梦 《电子学报》 EI CAS CSCD 北大核心 2023年第10期2831-2843,共13页
为了提升无蜂窝毫米波大规模MIMO(Cell-Free millimeter-Wave massive MIMO,CF mmWave mMIMO)系统总能量效率,本文研究时变信道环境中接入点(Access Point,AP)睡眠节能机制.将AP开关切换(AP Switch ONOFF,ASO)策略看作一个马尔可夫决策... 为了提升无蜂窝毫米波大规模MIMO(Cell-Free millimeter-Wave massive MIMO,CF mmWave mMIMO)系统总能量效率,本文研究时变信道环境中接入点(Access Point,AP)睡眠节能机制.将AP开关切换(AP Switch ONOFF,ASO)策略看作一个马尔可夫决策过程,使用深度强化学习(Deep Reinforcement Learning,DRL)工具解决AP开关问题.引入干扰感知技术和局部敏感哈希检索方法减少代理与复杂环境的交互以及样本偏差,构造了一个新的效用函数,在严格用户服务质量(Quality of Service,QoS)约束下更好地权衡总能效和可达速率性能.通过对效用函数离散化分级处理,将状态空间映射为更小的分级状态空间,以加快决斗深度Q网络(Dueling Deep Q-Network,Dueling DQN)的收敛速度.仿真结果证明了该方案的稳定性、收敛性和严格QoS约束下的总能效性能优势. 展开更多
关键词 无蜂窝 毫米波 深度强化学习 AP开关切换 能效
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Performance Analysis of a Novel Dual-Frequency Multiple Access Relay Transmission Scheme
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作者 Javier DEL SER Babak H. KHALAJ 《International Journal of Communications, Network and System Sciences》 2009年第7期592-599,共8页
In this paper we present the performance analysis of a novel channel assignment scheme where two non-cooperative independent users simultaneously communicate with their destination through a single relay by using only... In this paper we present the performance analysis of a novel channel assignment scheme where two non-cooperative independent users simultaneously communicate with their destination through a single relay by using only two frequency channels. The analytic derivation of the probability of symbol error for two main relay techniques will be provided, namely Amplify-and-Forward (AF) and Decode-and-Forward (DF). As shown by the obtained results, our switched-frequency approach results in a model that can achieve full- diversity by means of maximum-likelihood decoding at the receiver. Our results are especially important in the DF case, since in traditional techniques (such as half-duplex two-time slot approaches) two sources si-multaneously transmit on the same channel through the first time slot, which necessitates some sort of su-perposition coding. However, since in our scheme both users transmit over orthogonal channels, such a coding scheme is not required. In addition, it is shown that the DF approach based on our novel channel assign-ment scheme outperforms the AF scheme, especially in scenarios where the relay is closer to the receiver. 展开更多
关键词 Multiple access RELAY Channel Frequency switching NON-COOPERATIVE Networks MAXIMUM LIKELIHOOD DECODING
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IP-Switch网络通信业务
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作者 马泽旭 邢兆宏 《铁道通信信号》 2005年第8期50-51,共2页
IP-Switch网是基于IP网络、采用软交换体系架构的、新一代网络通信平台,具有强大的业务提供能力及良好的业务扩展能力,给企业带来很大的收益。介绍IP-Switch网的业务种类、接入方式和实现方法。
关键词 交换 业务 接入 实现方法 switch IP网络 通信业务 网络通信平台 扩展能力 体系架构
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