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Modeling and Comprehensive Review of Signaling Storms in 3GPP-Based Mobile Broadband Networks:Causes,Solutions,and Countermeasures
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作者 Muhammad Qasim Khan Fazal Malik +1 位作者 Fahad Alturise Noor Rahman 《Computer Modeling in Engineering & Sciences》 SCIE EI 2025年第1期123-153,共31页
Control signaling is mandatory for the operation and management of all types of communication networks,including the Third Generation Partnership Project(3GPP)mobile broadband networks.However,they consume important a... Control signaling is mandatory for the operation and management of all types of communication networks,including the Third Generation Partnership Project(3GPP)mobile broadband networks.However,they consume important and scarce network resources such as bandwidth and processing power.There have been several reports of these control signaling turning into signaling storms halting network operations and causing the respective Telecom companies big financial losses.This paper draws its motivation from such real network disaster incidents attributed to signaling storms.In this paper,we present a thorough survey of the causes,of the signaling storm problems in 3GPP-based mobile broadband networks and discuss in detail their possible solutions and countermeasures.We provide relevant analytical models to help quantify the effect of the potential causes and benefits of their corresponding solutions.Another important contribution of this paper is the comparison of the possible causes and solutions/countermeasures,concerning their effect on several important network aspects such as architecture,additional signaling,fidelity,etc.,in the form of a table.This paper presents an update and an extension of our earlier conference publication.To our knowledge,no similar survey study exists on the subject. 展开更多
关键词 Signaling storm problems control signaling load analytical modeling 3GPP networks smart devices diameter signaling mobile broadband data access data traffic mobility management signaling network architecture 5G mobile communication
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2020珠峰高程测量BDS-3数据质量分析 被引量:1
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作者 杨强 党亚民 +2 位作者 蒋光伟 马新莹 孙洋洋 《导航定位学报》 北大核心 2025年第2期20-27,共8页
2020年珠峰高程测量首次以国产北斗卫星导航系统(BDS)接收机为核心装备,获取了北斗三号全球卫星导航系统(BDS-3)高精度观测数据。为了确保成果的可靠性,利用天宝(Trimble)接收机对国产接收机BDS-3观测结果进行检核。针对珠峰地形环境限... 2020年珠峰高程测量首次以国产北斗卫星导航系统(BDS)接收机为核心装备,获取了北斗三号全球卫星导航系统(BDS-3)高精度观测数据。为了确保成果的可靠性,利用天宝(Trimble)接收机对国产接收机BDS-3观测结果进行检核。针对珠峰地形环境限制导致全球卫星导航系统(GNSS)观测网形不佳、峰顶GNSS观测时间短等难题,提出三级控制策略相结合的GNSS观测网数据处理方案,通过构建地区GNSS基准网、局部GNSS控制网和峰顶联测网,在极其有限的珠峰观测时段内最大化地优化提取高质量GNSS观测数据。为了验证BDS-3观测数据的精度,对比全球定位系统(GPS)和BDS-3数据解算结果,并检核GNSS数据处理与分析软件(GPAS)/加米特(GAMIT)2种软件的BDS解算结果,结果表明,BDS-3处理结果精度与GPS成果精度相当,高程方向精度均优于2 cm,坐标差异均优于1 cm,验证了本次珠峰测高BDS-3观测成果的精度和可靠性。 展开更多
关键词 珠穆朗玛峰 数据处理 全球卫星导航系统(GNSS)控制网 高程测量 北斗三号全球卫星导航系统(BDS-3) 质量评估
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SINGULAR PERTURBATION APPROACH TO MOVING MASS CONTROL OF BUOYANCY-DRIVEN AIRSHIP IN 3-D SPACE 被引量:1
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作者 吴小涛 Claude H Moog 胡跃明 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI 2011年第4期343-352,共10页
The attitude control problem and the guidance problem are solved in 3-D for a buoyancy-driven airship actuated by the combined effects of an internal air bladder which modulates the airshiprs net weight and of two mov... The attitude control problem and the guidance problem are solved in 3-D for a buoyancy-driven airship actuated by the combined effects of an internal air bladder which modulates the airshiprs net weight and of two moving masses which modulate its center of mass. A simple and clear modeling is introduced to derive the 8 degree of freedom (DOF) mathematical model. Nonlinear control loops are derived through maximal feedback linearization with internal stability for both dynamics in the longitudinal plane and in the lateral plane. Based on a singular perturbation approach, the superposition of these two control actions in the longitudinal plane and in the lateral plane is shown to achieve the control of the dynamics in 3-D space. The simulations of the airship tracking specified attitude, moving direction and speed in 3-D space are presented. 展开更多
关键词 buoyancy-driven AIRSHIP nonlinear control 3-d singular perturbation
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An Efficient Adaptive Hierarchical Sliding Mode Control Strategy Using Neural Networks for 3D Overhead Cranes 被引量:5
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作者 Viet-Anh Le Hai-Xuan Le +1 位作者 Linh Nguyen Minh-Xuan Phan 《International Journal of Automation and computing》 EI CSCD 2019年第5期614-627,共14页
In this paper, a new adaptive hierarchical sliding mode control scheme for a 3D overhead crane system is proposed. A controller is first designed by the use of a hierarchical structure of two first-order sliding surfa... In this paper, a new adaptive hierarchical sliding mode control scheme for a 3D overhead crane system is proposed. A controller is first designed by the use of a hierarchical structure of two first-order sliding surfaces represented by two actuated and un-actuated subsystems in the bridge crane. Parameters of the controller are then intelligently estimated, where uncertain parameters due to disturbances in the 3D overhead crane dynamic model are proposed to be represented by radial basis function networks whose weights are derived from a Lyapunov function. The proposed approach allows the crane system to be robust under uncertainty conditions in which some uncertain and unknown parameters are highly difficult to determine. Moreover, stability of the sliding surfaces is proved to be guaranteed. Effectiveness of the proposed approach is then demonstrated by implementing the algorithm in both synthetic and reallife systems, where the results obtained by our method are highly promising. 展开更多
关键词 3D OVERHEAD CRANE ADAPTIVE control HIERARCHICAL sliding mode control neural network radial basis function
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3-D fracture network dynamic simulation based on error analysis in rock mass of dam foundation 被引量:5
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作者 ZHONG Deng-hua WU Han +2 位作者 WU Bin-ping ZHANG Yi-chi YUE Pan 《Journal of Central South University》 SCIE EI CAS CSCD 2018年第4期919-935,共17页
Accurate 3-D fracture network model for rock mass in dam foundation is of vital importance for stability,grouting and seepage analysis of dam foundation.With the aim of reducing deviation between fracture network mode... Accurate 3-D fracture network model for rock mass in dam foundation is of vital importance for stability,grouting and seepage analysis of dam foundation.With the aim of reducing deviation between fracture network model and measured data,a 3-D fracture network dynamic modeling method based on error analysis was proposed.Firstly,errors of four fracture volume density estimation methods(proposed by ODA,KULATILAKE,MAULDON,and SONG)and that of four fracture size estimation methods(proposed by EINSTEIN,SONG and TONON)were respectively compared,and the optimal methods were determined.Additionally,error index representing the deviation between fracture network model and measured data was established with integrated use of fractal dimension and relative absolute error(RAE).On this basis,the downhill simplex method was used to build the dynamic modeling method,which takes the minimum of error index as objective function and dynamically adjusts the fracture density and size parameters to correct the error index.Finally,the 3-D fracture network model could be obtained which meets the requirements.The proposed method was applied for 3-D fractures simulation in Miao Wei hydropower project in China for feasibility verification and the error index reduced from 2.618 to 0.337. 展开更多
关键词 rock mass of dam foundation 3-d fracture network dynamic simulation fractal dimension error analysis relative absolute error(RAE) downhill simplex method
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3-D Locomotion control for a biomimetic robot fish 被引量:1
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作者 ZhigangZHANG ShuoWANG MinTAN 《控制理论与应用(英文版)》 EI 2004年第2期169-174,共6页
This paper concerns with 3-D locomotion control methods for a biomimetic robot fish. The system architecture of the fish is firstly presented based on a physical model of carangiform fish. The robot fish has a flexibl... This paper concerns with 3-D locomotion control methods for a biomimetic robot fish. The system architecture of the fish is firstly presented based on a physical model of carangiform fish. The robot fish has a flexible body, a rigid caudal fin and a pair of pectoral fins, driven by several servomotors. The motion control of the robot fish are then divided into speed control, orientation control, submerge control and transient motion control, corresponding algorithms are detailed respectively. Finally, experiments and analyses on a 4-link, radio-controlled robot fish prototype with 3-D locomotion show its good performance. 展开更多
关键词 Biomimetic robot fish 3-d locomotion Discrete control system
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The Deformation Analysis of the 3D Alignment Control Network Based on the Multiple Congruence Models 被引量:1
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作者 Xudong ZHANG Wenjun CHEN +5 位作者 Xiaodong ZHANG Yajun ZHENG Bin ZHANG Shaoming WANG Jiandong YUAN Guozhen SUN 《Journal of Geodesy and Geoinformation Science》 CSCD 2023年第2期21-31,共11页
In the construction and maintenance of particle accelerators,all the accelerator elements should be installed in the same coordinate system,only in this way could the devices in the actual world be consistent with the... In the construction and maintenance of particle accelerators,all the accelerator elements should be installed in the same coordinate system,only in this way could the devices in the actual world be consistent with the design drawings.However,with the occurrence of the movements of the reinforced concrete cover plates at short notice or building deformations in the long term,the control points upon the engineering structure will be displaced,and the fitness between the subnetwork and the global control network may be irresponsible.Therefore,it is necessary to evaluate the deformations of the 3D alignment control network.Different from the extant investigations,in this paper,to characterize the deformations of the control network,all of the congruent models between the points measured in different epochs have been identified,and the congruence model with the most control points is considered as the primary or fundamental model,the remaining models are recognized as the additional ones.Furthermore,the discrepancies between the primary S-transformation parameters and the additional S-transformation parameters can reflect the relative movements of the additional congruence models.Both the iterative GCT method and the iterative combinatorial theory are proposed to detect multiple congruence models in the control network.Considering the actual work of the alignment,it is essential to identify the competitive models in the monitoring network,which can provide us a hint that,even the fitness between the subnetwork and the global control network is good,there are still deformations which may be ignored.The numerical experiments show that the suggested approaches can describe the deformation of the 3D alignment control network roundly. 展开更多
关键词 similarity transformation 3D alignment control network deformation analysis hypothesis testing iterative global congruence test iterative combinatorial theory
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p53-Mdm2蛋白网络的最优控制策略:关于Nutlin-3药物研究
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作者 李雪冬 徐国明 +1 位作者 刘楠 杨红丽 《内蒙古大学学报(自然科学版)》 2025年第2期137-148,共12页
抗癌基因p53在各类癌细胞中的频繁缺失是癌症发生的原因之一,所以恢复p53的药物越来越受到人们的关注。Nutlin-3作为Mdm2的抑制剂,能够削弱Mdm2对p53的抑制作用,稳定p53蛋白水平。基于p53-Mdm2回路和p53-ATM回路的数学模型,引入Nutlin-... 抗癌基因p53在各类癌细胞中的频繁缺失是癌症发生的原因之一,所以恢复p53的药物越来越受到人们的关注。Nutlin-3作为Mdm2的抑制剂,能够削弱Mdm2对p53的抑制作用,稳定p53蛋白水平。基于p53-Mdm2回路和p53-ATM回路的数学模型,引入Nutlin-3药物作为控制变量,首先讨论了最优控制的存在性,又利用庞特里亚金极小值原理得到最优控制的表达形式,最后通过数值模拟检验模型的合理性以及最优控制的有效性。数值模拟结果表明:加入药物控制后,Mdm2浓度出现明显的下降,p53浓度上升。此外,探究了系统添加药物后,药物结合率、细胞受到的刺激以及药物成本等参数对p53和Mdm2的影响。研究结果具有一定的现实意义,为临床治疗提供针对性的建议。 展开更多
关键词 最优控制 p53网络 数学模型 Nutlin-3
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Method of Precision Control of 3-D Solid Discretization Based on the Second-Order Osculating Surface
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作者 万小利 刘淑艳 +1 位作者 杨梦辰 汪虹 《Journal of Beijing Institute of Technology》 EI CAS 2003年第2期183-185,共3页
A discretization precision control method based on the second order osculating surface is proposed. The discretization precision of 3 D solid is controlled according to the error between the discrete solid surface a... A discretization precision control method based on the second order osculating surface is proposed. The discretization precision of 3 D solid is controlled according to the error between the discrete solid surface and its second order osculating surface. The global maximal error has been gotten after analyzing all the extremums of the error function. It can be used in controlling and optimizing the discretization precision of 3 D solid in computer 3 D modeling and NC milling path generation. 展开更多
关键词 3-d solid DISCRETIZATION precision control osculating surface
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Probabilistic analysis on fault tolerance of 3-Dimensional mesh networks
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作者 王高才 陈建二 +1 位作者 王国军 陈松乔 《Journal of Central South University of Technology》 2003年第3期255-259,共5页
The probability model is used to analyze the fault tolerance of mesh. To simplify its analysis, it is as-sumed that the failure probability of each node is independent. A 3-D mesh is partitioned into smaller submeshes... The probability model is used to analyze the fault tolerance of mesh. To simplify its analysis, it is as-sumed that the failure probability of each node is independent. A 3-D mesh is partitioned into smaller submeshes,and then the probability with which each submesh satisfies the defined condition is computed. If each submesh satis-fies the condition, then the whole mesh is connected. Consequently, the probability that a 3-D mesh is connected iscomputed assuming each node has a failure probability. Mathematical methods are used to derive a relationship be-tween network node failure probability and network connectivity probability. The calculated results show that the 3-D mesh networks can remain connected with very high probability in practice. It is formally proved that when thenetwork node failure probability is boutded by 0.45 %, the 3-D mesh networks of more than three hundred thousandnodes remain connected with probability larger than 99 %. The theoretical results show that the method is a power-ful technique to calculate the lower bound of the connectivity probability of mesh networks. 展开更多
关键词 3-d MESH networkS k-submesh CONNECTIVITY PROBABILITY analysis
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A Stream Control Transmission Protocol Based OAM System of 3G Cellular Network
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作者 郭强 朱杰 张海滨 《Journal of Shanghai Jiaotong university(Science)》 EI 2005年第3期245-249,共5页
OAM (Operations, Administration and Maintenance) system is a very impo rtant component of 3G cellular network. In order to acquire overall managemen t, fast response and steady operation, an SCTP (Stream Control Trans... OAM (Operations, Administration and Maintenance) system is a very impo rtant component of 3G cellular network. In order to acquire overall managemen t, fast response and steady operation, an SCTP (Stream Control Transmission Prot ocol) based OAM, i.e., SOAM system was proposed. SOAM implements new characters of SCTP such as multi-stream, enforced SACK and heartbeat mechanism on its tran sport layer. These characters help SOAM decrease the message transmission delay and accelerate the link failure detection. Besides, a new component named SOAM agent was introduced to improve the operation efficiency of SOAM. The experim ental results prove the proposed SOAM system achieves better performance on sign aling transmission compared with conventional TCP based OAM system. 展开更多
关键词 stream control transmission protocol (SCTP) operations administration and maintenance (OAM) signaling transmission 3G cellular network
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A 2D/3D vision chip based on organic substrate 3D package
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作者 Siyuan Wei Quanmin Chen +10 位作者 Jingyi Yu Xuanzhe Xu Yuxiao Wen Runjiang Dou Shuangming Yu Guike Li Kaiming Nie Jie Cheng Jiangtao Xu Liyuan Liu Nanjian Wu 《Journal of Semiconductors》 2025年第10期25-33,共9页
This paper describes a 2D/3D vision chip with integrated sensing and processing capabilities.The 2D/3D vision chip architecture includes a 2D/3D image sensor and a programmable visual processor.In this architecture,we... This paper describes a 2D/3D vision chip with integrated sensing and processing capabilities.The 2D/3D vision chip architecture includes a 2D/3D image sensor and a programmable visual processor.In this architecture,we design a novel on-chip processing flow with die-to-die image transmission and low-latency fixed-point image processing.The vision chip achieves real-time end-to-end processing of convolutional neural networks(CNNs)and conventional image processing algo-rithms.Furthermore,an end-to-end 2D/3D vision system is built to exhibit the capacity of the vision chip.The vision system achieves real-timing applications under 2D and 3D scenes,such as human face detection(processing delay 10.2 ms)and depth map reconstruction(processing delay 4.1 ms).The frame rate of image acquisition,image process,and result display is larger than 30 fps. 展开更多
关键词 vision chip 2-d/3-d image processing near-sensor computing convolutional neural networks
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A study on 3-D velocity structure of crust and upper mantle in Sichuan -Yunnan region, China 被引量:7
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作者 王椿镛 Mooney W.D +3 位作者 王溪莉 吴建平 楼海 王飞 《Acta Seismologica Sinica(English Edition)》 CSCD 2002年第1期1-17,共17页
Based on the first arrival P and S data of 4 625 regional earthquakes recorded at 174 stations dispersed in the Yunnan and Sichuan Provinces, the 3-D velocity structure of crust and upper mantle in the region is deter... Based on the first arrival P and S data of 4 625 regional earthquakes recorded at 174 stations dispersed in the Yunnan and Sichuan Provinces, the 3-D velocity structure of crust and upper mantle in the region is determined, incorporating with previous deep geophysical data. In the upper crust, a positive anomaly velocity zone exists in the Sichuan basin, whereas a negative anomaly velocity zone exists in the western Sichuan plateau. The boundary between the positive and negative anomaly zones is the Longmenshan fault zone. The images of lower crust and upper mantle in the Longmenshan fault, Xianshuihe fault, Honghe fault and others show the characteristic of tectonic boundary, indicating that the faults likely penetrate the Moho discontinuity. The negative velocity anomalies at the depth of 50 km in the Tengchong volcanic area and the Panxi tectonic zone appear to be associated with the temperature and composition variations in the upper mantle. The overall features of the crustal and the upper mantle structures in the SichuanYunnan region are the lower average velocity in both crust and uppermost mantle, the large crustal thickness variations, and the existence of high conductivity layer in the crust or/and upper mantle, and higher geothermal value. All these features are closely related to the collision between the India and the Asia plates. The crustal velocity in the SichuanYunnan rhombic block generally shows normal value or positive anomaly, while the negative anomaly exists in the area along the large strike-slip faults as the block boundary. It is conducive to the crustal block side-pressing out along the faults. In the major seismic zones, the seismicity is relative to the negative anomaly velocity. Most strong earthquakes occurred in the upper-mid crust with positive anomaly or normal velocity, where the negative anomaly zone generally exists below. 展开更多
关键词 regional earthquake Moho discontinuity 3-d velocity structure network method plate collision SEISMICITY
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Event-triggered robust guaranteed cost control for two-dimensional nonlinear discrete-time systems 被引量:2
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作者 WANG Sen BU Xuhui LIANG Jiaqi 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2019年第6期1243-1251,共9页
An event-triggered scheme is proposed to solve the problems of robust guaranteed cost control for a class of two-dimensional(2-D)discrete-time systems.Firstly,an eventtriggered scheme is proposed for 2-D discrete-time... An event-triggered scheme is proposed to solve the problems of robust guaranteed cost control for a class of two-dimensional(2-D)discrete-time systems.Firstly,an eventtriggered scheme is proposed for 2-D discrete-time systems with parameter uncertainties and sector nonlinearities.Then,according to the Lyapunov functional method,the sufficient conditions for the existence of event-triggered robust guaranteed cost controller for 2-D discrete-time systems with parameter uncertainties and sector nonlinearities are given.Furthermore,based on the sufficient conditions and the linear matrix inequality(LMI)technique,the problem of designing event-triggered robust guaranteed cost controller is transformed into a feasible solution problem of LMI.Finally,a numerical example is given to demonstrate that,under the proposed event-triggered robust guaranteed cost control,the closed-loop system is asymptotically stable and fewer communication resources are occupied. 展开更多
关键词 event-triggered robust guaranteed cost control two dimensional(2-d)nonlinear system networked control system.
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Remote Measurement in Steel Grid Structure Based on Control Grid Network
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作者 YI Xiaodong YI Xuefeng WEI Erhu 《Geo-Spatial Information Science》 2009年第4期303-306,共4页
Based on a control grid network and in combination with a remote total station and digital camera,the distribution of steel nodes and deflection curve of a steel grid structure can be obtained easily.The measurement r... Based on a control grid network and in combination with a remote total station and digital camera,the distribution of steel nodes and deflection curve of a steel grid structure can be obtained easily.The measurement result shows that this method is effective and utilitarian. 展开更多
关键词 steel grid structure ball nodal point control grid network image coordinate 3D digital model
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京津冀区域PM_(2.5)和O_(3)污染特征及协同控制分区 被引量:6
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作者 黄子健 段文娇 +1 位作者 亓浩雲 侯晓松 《中国环境科学》 EI CAS CSCD 北大核心 2024年第11期5971-5979,共9页
为研究京津冀地区PM_(2.5)和O_(3)浓度和健康风险的时空变化特征及其协同控制分区,通过量化复合污染健康影响指数,以城市为节点、城市间复合污染的相似性为权重,构建了京津冀复合污染相关性网络;并基于Girvan-Newman社区发现算法,将京... 为研究京津冀地区PM_(2.5)和O_(3)浓度和健康风险的时空变化特征及其协同控制分区,通过量化复合污染健康影响指数,以城市为节点、城市间复合污染的相似性为权重,构建了京津冀复合污染相关性网络;并基于Girvan-Newman社区发现算法,将京津冀划分为3个PM_(2.5)和O_(3)协同控制分区.结果显示,2017~2022年京津冀PM_(2.5)年均浓度降幅为42.19%,呈显著下降趋势,MDA8O_(3)年均浓度降幅为1.85%,呈波动趋势;PM_(2.5)严重的区域同时也是O_(3)恶化的区域,空间上呈现出“南高北低”的特征;以北京、天津为代表的东部人口密集城市PM_(2.5)和O_(3)暴露的健康风险较高,10月~次年3月为PM_(2.5)健康控制期,4~9月为PM_(2.5)和O_(3)协同健康控制期;京津冀划分为3个联防联控区,各分区内部复合污染特征具有更强的相似性. 展开更多
关键词 PM_(2.5) O_(3) 健康风险 复杂网络 区域联防联控
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Three-Dimensional Dynamic Based Borrowing Scheme for Wireless Cellular Networks
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作者 Imad Salah Mohammed AlShrideh +2 位作者 Saleh Al-Sharaeh Heba Saadeh Alia Naser 《Communications and Network》 2013年第1期99-110,共12页
Mobility metrics of wireless networks such as link availability, number of neighboring nodes, link duration, link state, and link stability make it difficult to provide a node with quality of services guarantee. In pr... Mobility metrics of wireless networks such as link availability, number of neighboring nodes, link duration, link state, and link stability make it difficult to provide a node with quality of services guarantee. In previous research on Quality of Service (QoS) for cellular networks especially for handling handoff connections, the design was based on a flat 2D hexagon cells. However, in reality Base Station antenna coverage is in a 3D space and there exists a blind spot;the area which is just above and bellow the radiated antenna. In this paper we introduce the concept of Blind Spot (BS) in which there is no signals to initiate a call or accepting a handoff one. In BS, the signal power equal zero. Even if there is enough bandwidth to initiate or accept a handoff call, it will be blocked or dropped respectively. We present an implementation of Static Borrowing Scheme (SBS) and we extend the dynamic-rate based borrowing scheme [1] into 3-Dimentional structure and call it 3-Dimensional Dynamic Based Borrowing Scheme (3D DBBS). The proposed new technique for resource sharing is to ensure the continuity for both originating and handoff connections in 3-D cellular networks based on Dynamic-Based Borrowing Scheme (3D BBS). This technique aims to minimize the blocking probability of the originating calls by minimizing the dropping probability of the handoff requests and maximizing the channel utilization. The results revealed that 3D DBBS outperformed the static based schemes by 5% on average even when the blind spot of the base station antenna is taken into consideration. When moving to a 3D space, the results of the simulation showed the 3D DBBS outperformed the static scheme by 2% on average. As a result, considering nodes in a 3D space will have better QoS guarantee as the blocking and dropping probabilities are decreased. Thus, the bandwidth utilization is increased. 展开更多
关键词 Wireless networks QoS MULTIMEDIA Services 3-d Structure CALL BLOCKING PROBABILITY CALL DROPPING PROBABILITY
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基于人工神经网络的可转位刀片3维断屑槽的建模和预测 被引量:2
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作者 陈永洁 王振岭 +1 位作者 陆涛 师汉民 《制造业自动化》 2000年第5期24-26,共3页
本文讨论了用人工神经网络对可转位刀片 3维断屑槽进行建模和预测的问题 ,提出了一种 3维槽型几何特征参数的提取方法 ,在此基础上建立了预测 3维断屑槽断屑范围的人工神经网络模型。试验结果表明 ,该模型的预测准确率达95
关键词 切屑控制 人工神经网络 可转位刀片 断屑槽
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基于Jacobian+RBF的3-PTT并联机构末端精确控制方法 被引量:4
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作者 陈明方 黄良恩 +2 位作者 魏松坡 郑仕高 陈中平 《农业机械学报》 EI CAS CSCD 北大核心 2023年第2期430-440,共11页
为降低并联机构机械误差测量和补偿的难度,实现机构末端的精确控制,本文提出一种基于Jacobian和RBF神经网络相结合的末端误差补偿方法。以一种3-PTT并联机构为研究对象,分析机构正、逆运动学,验证数学模型的正确性。根据运动学模型解算J... 为降低并联机构机械误差测量和补偿的难度,实现机构末端的精确控制,本文提出一种基于Jacobian和RBF神经网络相结合的末端误差补偿方法。以一种3-PTT并联机构为研究对象,分析机构正、逆运动学,验证数学模型的正确性。根据运动学模型解算Jacobian,分析机构约束奇异和运动奇异。为验证机构末端误差补偿方法的有效性,设置两种实验条件,分别为是否有丝杠的回程误差补偿和末端受不同负载,并通过激光跟踪仪测定末端位置。实验结果表明,使用本文的误差补偿方法后,机构末端轴向(x轴)、径向(y轴)位置误差均降低90%以上,竖直方向(z轴)位置误差均降低80%以上,证明了本文方法的有效性。 展开更多
关键词 3-PTT并联机构 未端控制 运动学 误差补偿 RBF神经网络
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广州地铁3号线列车网络控制系统及其故障诊断分析 被引量:10
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作者 黄文灿 《机车电传动》 北大核心 2012年第6期54-56,共3页
以广州地铁3号线为例,分析了列车网络控制系统及其对故障的诊断方式;通过对广州地铁3号线列车网络控制系统故障的解决及分析,对列车网络控制系统稳定性提出更高要求。
关键词 广州地铁3号线 列车网络控制系统 MVB网络 VCU软件 故障诊断
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