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Virtual force node deployment algorithm of field observation instrument based on voronoi diagram
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作者 HUO Jiuyuan WANG Lei 《Journal of Measurement Science and Instrumentation》 2025年第3期435-445,共11页
Aiming at node deployment in the monitoring area of the field observation instrument network in the cold and arid regions,we propose a virtual force algorithm based on Voronoi diagram(VFAVD),which adopts probabilistic... Aiming at node deployment in the monitoring area of the field observation instrument network in the cold and arid regions,we propose a virtual force algorithm based on Voronoi diagram(VFAVD),which adopts probabilistic sensing model that is more in line with the actual situation.First,the Voronoi diagram is constructed in the monitoring area to determine the Thiessen polygon of each node.Then,the virtual force on each node is calculated,and the node update its position according to the direction and size of the total force,so as to achieve the purpose of improving the network coverage rate.The simulation results show that the proposed algorithm can effectively improve the coverage rate of the network,and also has a good effect on the coverage uniformity. 展开更多
关键词 field observation instrument network node deployment Voronoi diagram virtual force network coverage rate
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Node Ranking Strategy in Virtual Network Embedding: An Overview 被引量:5
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作者 Shengchen Wu Hao Yin +2 位作者 Haotong Cao Longxiang Yang Hongbo Zhu 《China Communications》 SCIE CSCD 2021年第6期114-136,共23页
Network virtualization(NV)is a highprofile way to solve the ossification problem of the nowadays Internet,and be able to support the diversified network naturally.In NV,Virtual Network Embedding(VNE)problem has been w... Network virtualization(NV)is a highprofile way to solve the ossification problem of the nowadays Internet,and be able to support the diversified network naturally.In NV,Virtual Network Embedding(VNE)problem has been widely considered as a crucial issue,which is aimed to embed Virtual Networks(VNs)onto the shared substrate networks(SNs)efficiently.Recently,some VNE approaches have developed Node Ranking strategies to drive and enhance the embedding efficiency.Node Ranking Strategy rank/sort the nodes according to the attributes of the node,including both residual local attributes(CPU,Bandwidth,storage,Etc.)and the global topology attributes(Number of neighborhood Nodes,Delay to other nodes,Etc.).This paper presents an overview of Node Ranking Strategies in Virtual Network Embedding,and possible directions of VNE Node Ranking Strategy. 展开更多
关键词 network virtualization virtual network embedding global topology attribute node ranking
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A novel virtual node method for polygonal elements 被引量:1
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作者 唐旭海 吴圣川 +1 位作者 郑超 张建海 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2009年第10期1233-1246,共14页
A novel polygonal finite element method (PFEM) based on partition of unity is proposed, termed the virtual node method (VNM). To test the performance of the present method, numerical examples are given for solid m... A novel polygonal finite element method (PFEM) based on partition of unity is proposed, termed the virtual node method (VNM). To test the performance of the present method, numerical examples are given for solid mechanics problems. With a polynomial form, the VNM achieves better results than those of traditional PFEMs, including the Wachspress method and the mean value method in standard patch tests. Compared with the standard triangular FEM, the VNM can achieve better accuracy. With the ability to construct shape functions on polygonal elements, the VNM provides greater flexibility in mesh generation. Therefore, several fracture problems are studied to demonstrate the potential implementation. With the advantage of the VNM, the convenient refinement and remeshing strategy are applied. 展开更多
关键词 virtual node method polygonal finite element method partition of unity crack propagation
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LPR-Trie: A Fast IPv6 Routing Lookup Algorithm with Virtual Nodes
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作者 Wenlong Chen Diya Liu +1 位作者 Jiacheng Wang Xiaolan Tang 《China Communications》 SCIE CSCD 2022年第10期1-11,共11页
The number of IPv6 routes in todays backbone routers has grown rapidly,which has put tremendous pressure on route lookup and storage.Based on the analysis of IPv6 address prefix length and distribution characteristics... The number of IPv6 routes in todays backbone routers has grown rapidly,which has put tremendous pressure on route lookup and storage.Based on the analysis of IPv6 address prefix length and distribution characteristics,this paper proposes an IPv6 route lookup architecture called LPR-Trie.The core idea of the algorithm is to utilize more spaces and accelerate routing lookup.Moreover,we put forward the concept of virtual nodes,and leverage the link between virtual nodes and ordinary nodes to accelerate routing lookup.We provide the longest prefix routing entry(LPR)calculation algorithm to achieve the longest prefix match.The experimental results show that the virtual node mechanism increases the search speed up to 244%,and the virtual nodes have better stability by setting an appropriate keep-alive time according to the characteristics of actual traffic.This paper shows that our design improves the routing lookup speed and have better memory utilization. 展开更多
关键词 IPV6 route lookup longest prefix match virtual node TRIE
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Research on virtual node placement optimization strategy of cloud platform for information acquisition
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作者 帅愉燕 Wei Gaofeng +1 位作者 Zhang Zhaoxin Zhang Lizhe 《High Technology Letters》 EI CAS 2018年第3期279-286,共8页
A virtual node placement strategy based on service-aware is proposed for an information acquisition platform. The performance preferences and types of services in the information acquisition platform are analyzed as w... A virtual node placement strategy based on service-aware is proposed for an information acquisition platform. The performance preferences and types of services in the information acquisition platform are analyzed as well as a comparison of the running time of services both in virtual node centralized and decentralized placing. All physical hosts are divided into different sub-clusters by using the analytic hierarchy process( AHP),in order to fit service of different performance preferences. In the sub-cluster,both load balance and quality of service are taken into account. Comparing with the heuristic algorithm,the experiment results show that the proposed placement strategy is running for a shorter time. And comparing with the virtual node placement strategy provided by OpenStack,the experiment results show that the proposed placement strategy can improve the execution speed of service in the information acquisition platform,and also can balance the load which improves resources utilization. 展开更多
关键词 virtual node placement service-aware performance preference analytic hierarchy process (AHP) load balance
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基于拓扑虚拟结构洞节点的分布式多智能体快速共识寻求
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作者 谢光强 邱枫阳 李杨 《计算机科学》 北大核心 2026年第2期358-366,共9页
分布式智能体共识寻求是多智能体系统(Multi-agent Systems,MASs)研究中的一个重要问题。社会人际网络的结构洞理论表明,占据网络中的空洞位置能够促进节点间的信息融合与资源共享,加速信息协同,但在分布式的切换拓扑场景下,如何利用拓... 分布式智能体共识寻求是多智能体系统(Multi-agent Systems,MASs)研究中的一个重要问题。社会人际网络的结构洞理论表明,占据网络中的空洞位置能够促进节点间的信息融合与资源共享,加速信息协同,但在分布式的切换拓扑场景下,如何利用拓扑结构洞信息来加速智能体共识是一项挑战。此外,虚拟领导者具备快速引导、避障、协助达成期望目的等便捷优势,在追踪共识中广泛使用。鉴于此,提出了拓扑虚拟结构洞节点构建共识模型(Virtual Structure Hole Construction Consensus,VSHCC)。首先,设计了拓扑各要素(点、边、团)相关联的重要节点评估策略,用于多角度量化节点重要性并区分重要节点;其次,提出了虚拟结构洞节点构造方法,用于融合重要节点信息,同时,针对虚拟结构洞节点设计了一致性演化规则,使智能体能够朝着高度有利的位置演化。此外,引入基于锐角测试图的几何约束法来保证不分裂的同时适当扩大约束集,加快收敛速度。实验仿真表明,所提算法可以有效提高系统共识速度,增强系统的一致性。 展开更多
关键词 结构洞 虚拟节点 约束集 多智能体系统 一致性
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考虑节点功率和平均链路带宽的无线虚拟网络智能映射算法
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作者 张震 胡贵恒 盖昊宇 《兰州文理学院学报(自然科学版)》 2026年第1期50-55,共6页
针对无线虚拟网络智能映射常因资源分配不合理和映射效率低下,导致虚拟网络请求难以高效、合规地映射到物理网络的问题,提出一种考虑节点功率和平均链路带宽的无线虚拟网络智能映射算法.首先,计算物理网络和虚拟网络的节点功率资源和链... 针对无线虚拟网络智能映射常因资源分配不合理和映射效率低下,导致虚拟网络请求难以高效、合规地映射到物理网络的问题,提出一种考虑节点功率和平均链路带宽的无线虚拟网络智能映射算法.首先,计算物理网络和虚拟网络的节点功率资源和链路带宽资源,并设定其对应的约束条件;其次,按照可用资源将映射节点从高到低排列,同时找出虚拟网络的独立链路集;然后,在条件约束下,排除无效迭代计算过程,直接找出与虚拟节点对应的物理节点、与虚拟链路对应的物理链路,从而高效地完成无线虚拟网络的智能映射.实验结果表明,所提方法在物理网络平均收益和虚拟网络平均接受率方面表现良好,同时在虚拟网络消耗和链路映射平均跳数方面也有显著的优化效果. 展开更多
关键词 平均链路带宽 独立链路集 无线虚拟网络映射 权值系数 节点功率
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超声VTIQ技术联合MRI对乳腺癌腋窝淋巴结转移的诊断价值研究
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作者 刘艳超 刘郭坤 +4 位作者 王佳 李茹 张宁 张强 岳志领 《肿瘤影像学》 2026年第1期64-71,共8页
目的:探讨超声声触诊组织量化成像(virtual touch tissue imaging and quantification,VTIQ)技术联合磁共振成像(magnetic resonance imaging,MRI)对乳腺癌腋窝淋巴结转移(axillary lymph node metastasis,ALNM)的诊断价值。方法:选取2... 目的:探讨超声声触诊组织量化成像(virtual touch tissue imaging and quantification,VTIQ)技术联合磁共振成像(magnetic resonance imaging,MRI)对乳腺癌腋窝淋巴结转移(axillary lymph node metastasis,ALNM)的诊断价值。方法:选取2025年1—5月在邯郸市中心医院接受手术,且术前均完成常规超声、VTIQ及MRI检查的全部乳腺癌患者,收集其影像学特征参数。比较转移组和未转移组一般资料和腋窝淋巴结剪切波速度最大值(maximum shear wave velocity,SWV_(max))、SWV最小值(SWV_(min))、SWV平均值(SWV_(mean))、表观弥散系数(apparent diffusion coefficient,ADC)、淋巴结长短径及皮质厚度。采用logistic回归分析探讨各观察指标对乳腺癌ALNM的影响。采用受试者工作特征(receiver operating characteristic,ROC)曲线评价超声VTIQ技术联合MRI影像学特征参数对乳腺癌ALNM的诊断价值。结果:共200例乳腺癌患者,其中150例行腋窝淋巴结清扫并获取病理学检查结果,另50例未行腋窝淋巴结清扫并获取病理学检查结果。依据腋窝淋巴结病理学检查结果将150例行腋窝淋巴结清扫并获取病理学检查结果的患者分为转移组67例和未转移组83例。转移组分子分型Luminal B、脉管侵犯阳性、肿块最大直径SWV_(max)、SWV_(min)、SWV_(mean)、淋巴结短径、淋巴结长径和环形强化占比高于未转移组(P<0.05);ADC低于未转移组(P<0.05);SWV_(mean)增大、ADC值降低和环形强化模式是乳腺癌ALNM的独立危险因素(P<0.05);超声VTIQ技术联合MRI参数诊断乳腺癌ALNM的AUC为0.908,灵敏度和特异度分别为85.07%和77.11%,诊断效能良好(P<0.05)。结论:超声VTIQ技术联合MRI对乳腺癌ALNM具有较高的诊断价值,可为临床精准制订腋窝处理策略提供可靠的影像学依据。 展开更多
关键词 乳腺癌 腋窝淋巴结转移 声触诊组织量化成像 磁共振成像 诊断价值
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基于改进D^(*)算法的机器人室内路径规划
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作者 叶嘉琪 牛磊 《传感器与微系统》 北大核心 2026年第1期138-142,共5页
针对D^(*)算法在复杂建筑环境中路径规划效率低、易出现斜穿障碍物的问题,提出一种改进的D^(*)路径规划算法。首先,利用Delaunay三角剖分与节点优化生成关键节点无向图,替代传统网格地图,提高搜索效率;其次,引入连接所有出口的虚拟节点... 针对D^(*)算法在复杂建筑环境中路径规划效率低、易出现斜穿障碍物的问题,提出一种改进的D^(*)路径规划算法。首先,利用Delaunay三角剖分与节点优化生成关键节点无向图,替代传统网格地图,提高搜索效率;其次,引入连接所有出口的虚拟节点优化搜索策略,进一步提升执行效率;最后,通过建立障碍物及研究区缓冲区提高路径规划精度,有效避免路径穿越障碍物。通过虚拟环境及斯坦福教学楼数据验证,实验结果显示,优化后算法耗时降低77.56%,斜穿障碍物情况明显减少,尤其在区域较大、出口较多的环境下,算法搜索效率和路径准确性均显著提升。 展开更多
关键词 D^(*)算法 DELAUNAY三角剖分 节点优化体系 虚拟节点 缓冲区
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基于虚拟磁共振弹性成像预测宫颈癌淋巴结转移
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作者 张月洁 杨紫涵 +7 位作者 董林逍 刘金金 陈洁洁 蒋文亮 樊荣科 吴青霞 吴青霞 王梅云 《磁共振成像》 北大核心 2026年第1期79-84,共6页
目的探索基于扩散加权成像(diffusion-weighted imaging,DWI)的虚拟磁共振弹性成像(virtual magnetic resonance elastography,vMRE)对直接手术宫颈癌患者淋巴结转移(lymph node metastasis,LNM)的预测效能。材料与方法前瞻性纳入2021... 目的探索基于扩散加权成像(diffusion-weighted imaging,DWI)的虚拟磁共振弹性成像(virtual magnetic resonance elastography,vMRE)对直接手术宫颈癌患者淋巴结转移(lymph node metastasis,LNM)的预测效能。材料与方法前瞻性纳入2021年11月至2022年11月于河南省人民医院进行术前盆腔MRI检查并接受根治性子宫切除术的宫颈癌患者的临床及影像资料。所有患者的MRI检查序列均包括多b值DWI,基于DWI数据生成vMRE图像并提取宫颈癌灶的基于扩散的虚拟剪切模量(DWI-based virtual shear modulus,μ_(Diff))参数。根据术后的病理结果分为LNM阳性组和阴性组。通过t检验或Mann-Whitney U检验比较LNM阳性组与阴性组间μ_(Diff)参数的差异,使用logistics回归分析筛选出与淋巴结状态相关的变量,构建预测模型,并绘制受试者工作特征(receiver operating characteristic,ROC)曲线,采用ROC曲线下面积(area under the curve,AUC)评价各模型的预测效能。结果最终纳入81例宫颈癌患者,其中LNM阳性组20例,LNM阴性组61例。临床变量中鳞状细胞癌相关抗原(squmaous cell carcinoma antigen,SCCAG)和最大淋巴结短径与LNM显著相关。LNM阳性组患者的μ_(Diff)最大值、平均值、中位数及最小值均高于LNM阴性组(P<0.05),而μ_(Diff)最小值在两组间未发现显著差异(P>0.05)。由μ_(Diff)平均值与最大淋巴结短径联合构建的模型预测LNM效能最佳,AUC为0.824(95%CI:0.683~0.965),优于仅基于μ_(Diff)平均值及最大淋巴结短径构建的单一模型。结论基于多b值DWI的vMRE图像特征能够作为一种无创性指标反映组织的硬度,有助于提高宫颈癌患者LNM的预测准确性,为术前无创评估LNM提供了新的影像学生物标志物。 展开更多
关键词 宫颈癌 淋巴结转移 磁共振成像 虚拟磁共振弹性成像 扩散加权成像
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A PSO Based Multi-Domain Virtual Network Embedding Approach 被引量:4
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作者 Yongjing Ni Guoyan Huang +3 位作者 Sheng Wu Chenxi Li Peiying Zhang Haipeng Yao 《China Communications》 SCIE CSCD 2019年第4期105-119,共15页
This paper proposed a multi-domain virtual network embedding algorithm based on multi-controller SDN architecture. The local controller first selects candidate substrate nodes for each virtual node in the domain. Then... This paper proposed a multi-domain virtual network embedding algorithm based on multi-controller SDN architecture. The local controller first selects candidate substrate nodes for each virtual node in the domain. Then the global controller abstracts substrate network topology based on the candidate nodes and boundary nodes of each domain, and applies Particle Swarm Optimization Algorithm on it to divide virtual network requests. Each local controller then embeds the virtual nodes of the divided single-domain virtual network requests in the domain, and cooperates with other local controllers to embed the inter-domain virtual links. Simulation experimental results show that the proposed algorithm has good performance in reducing embedding cost with good stability and scalability. 展开更多
关键词 MULTI-DOMAIN virtual NETWORK embedding CANDIDATE node particle SWARM optimization algorithm virtual NETWORK REQUEST division
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Topology Based Reliable Virtual Network Embedding from a QoE Perspective 被引量:3
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作者 Peiying Zhang Sheng Wu +2 位作者 Miao Wang Haipeng Yao Yunjie Liu 《China Communications》 SCIE CSCD 2018年第10期38-50,共13页
In the network virtualization environments, one of the most challenges is how to map the virtual networks(VNs) onto a shared substrate network managed by an infrastructure provider(In P), which is termed as virtual ne... In the network virtualization environments, one of the most challenges is how to map the virtual networks(VNs) onto a shared substrate network managed by an infrastructure provider(In P), which is termed as virtual network embedding problem. Prior studies on this issue only emphasize on maximizing the revenue or minimizing the energy consumption while ignoring the reliability requirements of end-users. In our work, we incorporate the reliability probability into the virtual network embedding process with an aim to improve the Qo S/Qo E of end users from a new perspective. We devised two novel reliable virtual network embedding algorithms called RRW-Max Match and RDCC-VNE based on RW-Max Match and DCC-VNE, respectively. Extensive simulations demonstrated that the efficiency of our proposed algorithms is better than those of two primitive algorithms in terms of the reliability demands, the acceptance ratio of virtual networks and the long-term average revenue. 展开更多
关键词 virtual network embedding reliability probability node mapping procedure link mapping procedure node ranking metric
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Mobile Fog Computing by Using SDN/NFV on 5G Edge Nodes 被引量:1
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作者 G.R.Sreekanth S.Ahmed Najat Ahmed +3 位作者 Marko Sarac Ivana Strumberger Nebojsa Bacanin Miodrag Zivkovic 《Computer Systems Science & Engineering》 SCIE EI 2022年第5期751-765,共15页
Abstract:Fog computing provides quality of service for cloud infrastructure.As the data computation intensifies,edge computing becomes difficult.Therefore,mobile fog computing is used for reducing traffic and the time... Abstract:Fog computing provides quality of service for cloud infrastructure.As the data computation intensifies,edge computing becomes difficult.Therefore,mobile fog computing is used for reducing traffic and the time for data computation in the network.In previous studies,software-defined networking(SDN)and network functions virtualization(NFV)were used separately in edge computing.Current industrial and academic research is tackling to integrate SDN and NFV in different environments to address the challenges in performance,reliability,and scalability.SDN/NFV is still in development.The traditional Internet of things(IoT)data analysis system is only based on a linear and time-variant system that needs an IoT data system with a high-precision model.This paper proposes a combined architecture of SDN and NFV on an edge node server for IoT devices to reduce the computational complexity in cloud-based fog computing.SDN provides a generalization structure of the forwarding plane,which is separated from the control plane.Meanwhile,NFV concentrates on virtualization by combining the forwarding model with virtual network functions(VNFs)as a single or chain of VNFs,which leads to interoperability and consistency.The orchestrator layer in the proposed software-defined NFV is responsible for handling real-time tasks by using an edge node server through the SDN controller via four actions:task creation,modification,operation,and completion.Our proposed architecture is simulated on the EstiNet simulator,and total time delay,reliability,and satisfaction are used as evaluation parameters.The simulation results are compared with the results of existing architectures,such as software-defined unified virtual monitoring function and ASTP,to analyze the performance of the proposed architecture.The analysis results indicate that our proposed architecture achieves better performance in terms of total time delay(1800 s for 200 IoT devices),reliability(90%),and satisfaction(90%). 展开更多
关键词 Mobile fog computing edge computing edge node IoT softwaredefined networking network functions virtualization orchestrator
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A VIRTUAL MESH METHOD FOR THE OPTIMIZED DESIGN OF COMPLEX STRUCTURES
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作者 Du Taisheng Huang Rongjie Song Tianxia Chen Chuanyao (College of Civil Engineering and Mechanics,Huazhong University of Science and Technology,Wuhan 430074,China) 《Acta Mechanica Solida Sinica》 SCIE EI 2003年第3期220-230,共11页
Concepts for a virtual 3D space and a hyper-sphere are proposed and the formulae for determining the computable nodes of the mesh are derived.Then a new optimization design method('Virtual Mesh Method'or V.M.M... Concepts for a virtual 3D space and a hyper-sphere are proposed and the formulae for determining the computable nodes of the mesh are derived.Then a new optimization design method('Virtual Mesh Method'or V.M.M)is developed.Three examples are given,showing that the method proposed is especially suitable for the optimized design of complex structures,and that the global approximate optimal solution can be searched with remarkably reduced computational work. 展开更多
关键词 virtual 3D space computable nodes n-D hyper-sphere optimization design virtual mesh method
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Cable Harness Assembly Planning in Virtual Environment
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作者 LIU Jianhua NING Ruxin +1 位作者 BAI Shuqing WANG Bile 《武汉理工大学学报》 CAS CSCD 北大核心 2006年第S1期355-358,共4页
Based on the analysis of characteristic of cable harness planning in virtual environment,a discrete control node modeling(DCNM)method of cable harness in virtual environment and the cable harness assembly routing tech... Based on the analysis of characteristic of cable harness planning in virtual environment,a discrete control node modeling(DCNM)method of cable harness in virtual environment and the cable harness assembly routing technique based on it are proposed.DCNM converts a cable harness into continuous flexed line segments connected by a series of section center points,and the design can realize cable harness planning through controlling those control nodes.This method of cable harness routing in the virtual environment breaks the status that virtual assembly process planning is just suitable for the rigid components at present,and impulse the virtual assembly process planning to be more practical.Relation algorithms have been verified in a self-developed system named virtual cable harness assembly planning(VCHAP)system,and this VCHAP system has been applied in assembly process planning of aerospace-related products. 展开更多
关键词 cable harness process planning discrete control node modeling virtual assembly virtual reality
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S-Detect联合声触诊组织成像定量技术对乳腺癌腋窝淋巴结转移的预测价值研究 被引量:3
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作者 邓雅倩 曹春莉 +4 位作者 马金梅 李文肖 徐泽林 成静 李军 《中国全科医学》 北大核心 2025年第17期2149-2155,2171,共8页
背景乳腺癌腋窝淋巴结转移是评估疾病进展和预后的重要因素,目前亟需无创、准确的方法来评估腋窝淋巴结状态。近年来,人工智能与医学影像技术的融合展现出巨大潜力。其中,S-Detect技术具有强大的图像分析能力,结合声触诊组织成像定量(VT... 背景乳腺癌腋窝淋巴结转移是评估疾病进展和预后的重要因素,目前亟需无创、准确的方法来评估腋窝淋巴结状态。近年来,人工智能与医学影像技术的融合展现出巨大潜力。其中,S-Detect技术具有强大的图像分析能力,结合声触诊组织成像定量(VTIQ)技术的精准量化评估,为乳腺癌腋窝淋巴结转移的预测提供了新的可能。目的探讨基于常规超声的人工智能S-Detect联合VTIQ技术预测乳腺癌腋窝淋巴结转移的价值。方法回顾性收集2022年2月—2024年2月于石河子大学第一附属医院进行手术的148例女性乳腺癌患者(共166个肿块)资料,依据腋窝淋巴结病理结果分为转移者(n=61)与未转移者(n=105)。所有患者术前行常规超声、VTIQ及S-Detect检查。采用单因素和多因素Logistic回归分析探讨各观察指标对腋窝淋巴结转移的影响,筛选有意义的指标并建立Logistic回归预测模型,采用受试者工作特征(ROC)曲线评价该模型的预测价值。结果多因素Logistic回归分析结果显示,乳腺癌肿块边界(OR=0.619,95%CI=0.540~0.693)、边缘(OR=0.563,95%CI=0.484~0.640)、钙化(OR=0.559,95%CI=0.480~0.636)、纵横比(OR=0.540,95%CI=0.461~0.617)及剪切波速度平均值(SWVmean)(OR=0.794,95%CI=0.725~0.853)是预测乳腺癌腋窝淋巴结转移的独立影响因素(P<0.05)。依此构建Logistic方程:Logistic(P)=-14.293+1.664×边界+1.315×边缘+1.757×钙化+1.341×纵横比+1.196×血流分级+0.736×SWV最大值(SWVmax)-3.942×SWV中间值(SWVcentre)+0.710×SWVmean。该联合预测模型的ROC曲线下面积(AUC)为0.902(95%CI=0.847~0.943),均大于各独立影响因素的AUC(P<0.05),且联合预测模型的AUC值均大于常规超声(AUC=0.605,95%CI=0.526~0.680)、S-Detect(AUC=0.672,95%CI=0.595~0.743)以及VTIQ(AUC=0.794,95%CI=0.725~0.853)各独立预测模型的AUC(P<0.05),该联合预测模型与病理结果的一致性良好(Kappa=0.732,P<0.05)。结论基于常规超声的S-Detect联合VTIQ技术构建的预测模型对乳腺癌腋窝淋巴结转移有一定临床预测价值。 展开更多
关键词 乳腺癌 腋窝淋巴结转移 常规超声 S-Detect智能辅助诊断 声触诊组织成像定量技术
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无线传感器网络优质虚拟骨干的构建算法 被引量:1
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作者 黄金河 梁家荣 黎昌珍 《计算机工程与科学》 北大核心 2025年第7期1181-1192,共12页
无线传感器网络的虚拟骨干由承担网络的计算和路由任务的节点组成,其能耗效率是整个网络寿命的关键。无线传感器网络的长寿命容错虚拟骨干构建问题,可以抽象成加权无向图中的加权连通坡面划分问题,这是一个NP-Hard问题。提出一种考虑寿... 无线传感器网络的虚拟骨干由承担网络的计算和路由任务的节点组成,其能耗效率是整个网络寿命的关键。无线传感器网络的长寿命容错虚拟骨干构建问题,可以抽象成加权无向图中的加权连通坡面划分问题,这是一个NP-Hard问题。提出一种考虑寿命的容错虚拟骨干构建算法,它包括2个子算法:子算法1采用贪婪策略选取能量较大的节点来构建多个不相交的连通控制集,基于睡眠唤醒机制将虚拟骨干节点电池的使用效率最大化;子算法2采用伪不相交连通控制集技术选取寿命较长的节点更新子算法1获得的虚拟骨干,构建新的长寿命容错虚拟骨干。仿真结果表明,在虚拟骨干的寿命和连通控制集的数量方面,所提算法的性能优于其他对比算法。 展开更多
关键词 无线传感器网络 虚拟骨干 加权连通坡面划分 节点能量
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基于网络受扰响应的VSG单机并网系统暂态功角稳定紧急控制 被引量:1
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作者 郑超 孙华东 +1 位作者 张恒悦 杜毅 《中国电机工程学报》 北大核心 2025年第13期4967-4979,I0003,共14页
针对虚拟同步发电机(virtual synchronous generator,VSG)大扰动功角稳定特性及稳定控制问题,该文基于计及过电流水平和最大内电势幅值双重约束的VSG模型,揭示不同短路比(short-circuit ratio,SCR)下VSG输出功率特性,以及网络中节点电... 针对虚拟同步发电机(virtual synchronous generator,VSG)大扰动功角稳定特性及稳定控制问题,该文基于计及过电流水平和最大内电势幅值双重约束的VSG模型,揭示不同短路比(short-circuit ratio,SCR)下VSG输出功率特性,以及网络中节点电压幅值与相位、交流支路有功和无功响应的空间分布规律。在此基础上,面向不同SCR下网络电气量呈现出的差异化特征,建立可表征VSG暂态功角稳定性恶化态势的2类判据,并提出增强功角稳定性的紧急控制策略。最后,通过大扰动时域仿真验证该文机理分析与所提控制策略的正确性。 展开更多
关键词 虚拟同步发电机 暂态稳定 功率特性 节点与支路响应 紧急控制
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基于虚拟坐标的低轨卫星缓存部署策略
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作者 张泰 杜书 陈少磊 《计算机科学》 北大核心 2025年第11期289-297,共9页
在高速发展的卫星通信网络领域,海量内容分发的高效性与资源利用率之间存在矛盾。对此,研究者提出了基于信息中心网络(Information-Centric Networking,ICN)的网内缓存技术,以提高内容获取的即时性。然而,由于低轨卫星节点资源承载能力... 在高速发展的卫星通信网络领域,海量内容分发的高效性与资源利用率之间存在矛盾。对此,研究者提出了基于信息中心网络(Information-Centric Networking,ICN)的网内缓存技术,以提高内容获取的即时性。然而,由于低轨卫星节点资源承载能力有限且面临能耗问题,传统方法难以实现缓存部署的最优化。为攻克这一难题,设计了基于虚拟坐标的低轨卫星缓存节点部署策略。该策略首先从实际需求着手,按照地面用户的内容请求密度进行区域划分,从而精准确定缓存需求热点。接着,引入虚拟坐标系,采用层级映射的方式,将复杂的空间关系转换为易于处理的数学模型。在此基础上,运用加权聚类算法对缓存节点的布局进行优化,实现了卫星网络中缓存资源的合理配置。实验结果表明,该策略能够有效降低用户通过卫星网络获取内容的时延,在提升整体性能方面具有显著优势,并且在能耗方面实现降低了15%以上。在电网应急等关键领域,该策略通过预先缓存关键的紧急信息,在通信中断时支持快速命令交付和修复。这种方法可以优化供电可靠性,对维护社会稳定大有裨益,应用前景广阔。在电网发生故障时,预缓存的应急信息可实现快速响应和恢复工作,最大限度地减少对社会的影响。此外,由于提高了内容访问速度并降低了能耗,这一策略成为卫星通信网络领域的宝贵财富。 展开更多
关键词 低轨卫星网络 信息中心网络 虚拟坐标系 缓存节点部署 电网应急场景
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虚拟电厂一致性分布式经济调度的两阶段改进策略
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作者 卓怀宇 王桂兰 +1 位作者 周国亮 杨恺 《计算机应用研究》 北大核心 2025年第10期3076-3083,共8页
针对虚拟电厂经济调度的快速响应要求,以及现有研究普遍未考虑领导者节点选取与收敛效率之间关联的现状,提出一种加快算法收敛的一致性分布式经济调度两阶段改进策略。通过改进K-shell方法和引入双层邻居优化项,建立策略中领导者节点选... 针对虚拟电厂经济调度的快速响应要求,以及现有研究普遍未考虑领导者节点选取与收敛效率之间关联的现状,提出一种加快算法收敛的一致性分布式经济调度两阶段改进策略。通过改进K-shell方法和引入双层邻居优化项,建立策略中领导者节点选取方法K*和双层邻居优化一致性变量更新公式,并基于两种通信拓扑进行仿真与分析。仿真结果表明:所提策略在两种通信拓扑下收敛效率较基准算法提升约54%,节点故障鲁棒性、负荷突变收敛性优于基准算法,具备即插即用特性、更优经济性与分布式优势,所选收敛系数ε取值合理、容差μ取值需根据调度精度要求动态调整。综上所述,两阶段改进策略可有效提升收敛效率,兼具即插即用、经济性、分布式、鲁棒性等特性优势,适用于虚拟电厂经济调度场景。 展开更多
关键词 虚拟电厂 分布式经济调度 快速响应 双层邻居优化项 一致性理论 节点关键性
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