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The Numerical Simulation of Nanofluid Flow in Complex Channels with Flexible all
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作者 Amal A.Harbood Hameed K.Hamzah Hatem H.Obeid 《Frontiers in Heat and Mass Transfer》 EI 2023年第1期293-315,共23页
The current work seeks to examine numerical heat transfer by using a complicated channel with a trapezoid shape hanging in the channel.This channel demonstrates two-dimensional laminar flow,forced convective flow,and ... The current work seeks to examine numerical heat transfer by using a complicated channel with a trapezoid shape hanging in the channel.This channel demonstrates two-dimensional laminar flow,forced convective flow,and incompressible flow.To explore the behavior of heat transfer in complex channels,several parameters,such as the constant Prandtl number(Pr=6.9),volume fraction(ϕ)equal to(0.02 to 0.04),Cauchy number(Ca)equal to(10^(-4) to 10^(-8)),and Reynolds number equal to(60 to 160)were utilized.At the complex channel,different elastic walls are used in different locations,with case A being devoid of an elastic wall,cases B and C each having three elastic walls before and after the trapezoid shape,respectively,and case D having six elastic walls.The geometry of a complicated channel with varying L2/H2 and B/H2 ratios is investigated.The trouble was solved using the FEM with the ALE technique.The results showed that the best case with an elastic wall is reached for B/H2=0.8 and L2/H2=3.When compared to the channel without a flexible wall in case A,the highest reading for Nusselt was recorded at case C with a percentage of 34.5 percent,followed by case B(31.4 percent)and then case D(21.5 percent).It also has the highest Nusselt number reading at Ca=10^(-4) and Re=160,or about 6.4 when compared to Ca=10^(-5) and Ca=10^(-8).In case A,ΔP increases as the Re grows;however,in cases B and C,the ΔP reduces as the Re increases,but in case D,the ΔP increases with increasing Re. 展开更多
关键词 complex channel flexible wall Al2O3-water nanofluid fluid-solid interaction
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Characterizing stratigraphically complex deepwater slope channel reservoirs for production optimization and better field management-A brown field example,offshore West Africa
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作者 Ifeanyichukwu S.Obi John A.Adegoke +2 位作者 Akinsanmi O.Ojo Chidozie I.P.Dim Goodluck E.Adagbasa 《Energy Geoscience》 2025年第3期253-267,共15页
The dynamic relationship between field management and reservoir characterization has often been a puzzle,especially in complex deepwater channel systems.Reservoir management and infill drilling success cases were ofte... The dynamic relationship between field management and reservoir characterization has often been a puzzle,especially in complex deepwater channel systems.Reservoir management and infill drilling success cases were often due to improved understanding of deepwater depositional systems and geological controls on channel architecture and the general distribution of individual rock facies.For confined to weakly-confined slope channel complexes,some controls on the degree of channel avulsion and aggradation are the interplay between flow hydraulics,sediment calibre,depositional gradient,and the interaction of the flow with underlying substrate.This work aims at documenting the stratigraphic characterization of a Miocene deepwater channel system in a brownfield with focus on the historical evolution of the framework interpretation as well as applications of the recent updates in field management.The initial stratigraphic model(2005)was done using the layer cake concept with minimal incision,continuous shales and limited vertical connectivity based on observations from available seismic data(pre-baseline survey acquisition)and limited well control.This was modified in 2009 following acquisition of a 4D Monitor 1 seismic volume and 3 years production data from 20 wells to a more erosive model with compensationally stacked channel complexes of similar width.With new 4D Monitor 2 acquired in 2014,broadband processed seismic data in 2020,a total of 36 wells and 11 years of production,an updated framework has recently been built.In the new framework,two key fairways namely the Upper and the Lower Fairway were delineated,each comprising of 8 and 6 channel complexes,respectively.A conceptual basin-fill sequence was utilized,as well as a genetic classification of the channel complexes into erosional-confined systems,meandering systems,and levee-confined channel systems.The cut-and-fill behaviors of the individual complexes have been tied to changes in depositional gradient,sediment sand vs mud ratio,interaction of the flow with the substrate,and this has impacted the degree of channel amalgamation,avulsion and the degree of preservation of both internal and external levees.At flow unit scale,potential inter,and intra-reservoir connection pathways and compartments defined through integrated use of excess pressures,geobody attributes,well production and 4D data,have been very helpful in defining reservoir connection windows,injector-producer connectivity,and channel compartments.The implication is that this exercise or study has provided renewed insights into infill drill-well opportunities,well production performance as well as overall field management strategy. 展开更多
关键词 DEEPWATER channel complex TURBIDITE Connectivity Slope incised fill
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A Novel Layered Complex with Rhomboidal Channels:Hydrothermal Synthesis,Crystal Structure,and Properties of Cu(4,4'-bipy)_2(H_2PO_4)_2(H_2O)_2 (bipy=bipyridine)
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作者 MAOHong-yan LIUHong-lei +5 位作者 ZHANGHong-yun XUChen WANGEn-bo HANHua-yun WUQing-an ZHUYu 《Chemical Research in Chinese Universities》 SCIE CAS CSCD 2004年第3期277-280,共4页
The combination of both 4,4′-bipyridine(4,4′-bipy) and dihydrogen phosphate anion ligands with copper(Ⅱ) results in the formation of a novel layered compound Cu(4,4′-bipy)_2(H_2PO_4)_2(H_2O)_2. The crystal structu... The combination of both 4,4′-bipyridine(4,4′-bipy) and dihydrogen phosphate anion ligands with copper(Ⅱ) results in the formation of a novel layered compound Cu(4,4′-bipy)_2(H_2PO_4)_2(H_2O)_2. The crystal structure comprises discrete neutral Cu(4,4′-bipy)_2(H_2PO_4)_2(H_2O)_2 units. The copper atom,located on the crystallographic twofold axis,is coordinated with two nitrogen atoms of terminal 4,4′-bipy ligands and two water molecules at the equatorial positions,and two dihydrogen phosphate oxygen atoms at the axial positions,forming an elongated octahedron. The complex is a two-dimensional distorted rhomboidal network possessing two kinds of rhomboids with dimensions of ca . 1.6792 nm×0.3203 nm and 1.2778 nm×0.3198 nm,respectively. The two-dimensional networks are stacked parallelly on each other along c -axis to give an extended three-dimensional channel network with an interlayer distance of ca . 0.5030 nm. Crystal data: triclinic,space group P -_1,a =1.0253(2) nm,b =1.4501(3) nm,c =0.79715(16) nm, α =97.91(3)°,β = 90.99(3)° ,γ =85.54(3)°,V =1.1703(4) nm 3,Z =2,R =0.0892,wR =0.2451. 展开更多
关键词 Phosphate 4 4′-Bipyridine Copper(Ⅱ) complex channel structure Hydrothermal synthesis
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Bending tests and finite element analysis of lipped channels with complex edge stiffeners and web stiffeners
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作者 王春刚 张壮南 +1 位作者 贾连光 于欣永 《Journal of Central South University》 SCIE EI CAS CSCD 2017年第9期2145-2153,共9页
In order to study the bearing capacity and stability behavior of cold-formed steel flexural members with complicated sections,a total of 12 specimens divided into 6 groups were tested,including 3 groups of pure bendin... In order to study the bearing capacity and stability behavior of cold-formed steel flexural members with complicated sections,a total of 12 specimens divided into 6 groups were tested,including 3 groups of pure bending tests and non-pure bending tests each.There were three types of sections considered in this investigation,including channels with complex edge stiffeners(called B1-section),Σsection with complex edge stiffeners(called B2-section),and channels with complex edge stiffeners and V-type web stiffeners(called B3-section).Local buckling,distortional buckling and interaction buckling between them were observed in tests.The experimental results indicate that the bending strengths of B2-section specimens were the largest of these three types of specimens under the same conditions.It is found that the bending strength of B2-section specimens was increased by 6.47%for pure bending state and 8.12%for non-pure bending state,compared with that of B1-section specimens.Bending strength of B3-section specimens was almost the same with that of B1-section specimens under pure bending,but a little smaller than that of B1-section under non-pure bending state.It is also shown that B2-section specimens have better plastic deformation behavior than the other two sections.In addition,a non-linear finite element model was presented and verified against tests.The finite element analysis results agree well with experimental bending strength and failure modes. 展开更多
关键词 cold-formed steel channels with complex edge stiffeners web stiffeners bending strength BUCKLING
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基于复杂网络的流域水网关键节点识别与功能通道分类研究
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作者 李发文 铁倩如 《水资源保护》 北大核心 2026年第1期39-48,共10页
针对流域水网关键节点与通道的系统分类和定量识别问题,基于复杂网络理论,构建了融合度中心性、中介中心度和特征向量中心性的综合评估体系,提出控制-可达二维分类矩阵,分类识别了我国四大流域(海河、黄河、淮河、长江流域)水网结构中... 针对流域水网关键节点与通道的系统分类和定量识别问题,基于复杂网络理论,构建了融合度中心性、中介中心度和特征向量中心性的综合评估体系,提出控制-可达二维分类矩阵,分类识别了我国四大流域(海河、黄河、淮河、长江流域)水网结构中的关键节点与功能通道。结果表明:淮河流域核心枢纽型通道占比22.02%,海河流域高等级节点占比56.87%,均体现出明显的控制集中特征;黄河流域中等过渡型通道占比高达88.10%,表现为结构均衡但缺乏强控制通道;长江流域边缘隔离型通道比例为14.45%,凸显复杂地形下的通达性不足。 展开更多
关键词 复杂网络 水网结构 关键节点 功能通道 海河流域 黄河流域 淮河流域 长江流域
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Third-order active-RC complex filter with automatic frequency tuning for ZigBee transceiver applications 被引量:6
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作者 李迪 井站 +3 位作者 杨银堂 吴笑峰 石佐辰 柳杨 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第3期966-973,共8页
A 3rd-order Butterworth active-RC complex band-pass filter was presented for Zig Bee(IEEE802.15.4) transceiver applications. The filter adopted cascaded complex pole stages to realize the 3 MHz bandwidth with a centre... A 3rd-order Butterworth active-RC complex band-pass filter was presented for Zig Bee(IEEE802.15.4) transceiver applications. The filter adopted cascaded complex pole stages to realize the 3 MHz bandwidth with a centre frequency of 2 MHz which was required by the Zig Bee transceiver applications. An automatic frequency tuning scheme was also designed to accommodate the performance deterioration due to the process, voltage and temperature(PVT) variations. The whole filter is implemented in a 0.18 μm standard process and occupies an area of 1.3 mm×0.6 mm. The current dissipation is 1.2 m A from a 1.8 V single power supply. Measurement results show that the image rejection ratio(IRR) of the filter is 24.1 d B with a pass-band ripple less than 0.3 d B. The adjacent channel rejection is 29.8 d B@7 MHz and alternate channel rejection 47.5 d B@12 MHz, respectively. 展开更多
关键词 active-RC complex filter Zig Bee frequency tuning channel rejection
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Topographic Map Analysis of Laramie Range Bedrock-Walled Canyon Complex and the Goshen Hole Escarpment-Surrounded Basin, Albany and Platte Counties, Southeast Wyoming, USA 被引量:5
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作者 Eric Clausen 《Open Journal of Geology》 2018年第1期33-55,共23页
The Laramie River after flowing in a north direction through southeast Wyoming’s Laramie Basin abruptly turns in an east direction to flow across the north-to-south oriented Laramie Range in a bedrock-walled canyon a... The Laramie River after flowing in a north direction through southeast Wyoming’s Laramie Basin abruptly turns in an east direction to flow across the north-to-south oriented Laramie Range in a bedrock-walled canyon and eventually reaches the lower elevation Great Plains and southeast-oriented North Platte River. The North Laramie River, Bluegrass Creek, and North Sybille/Sybille Creek also flow from the Laramie Basin in separate bedrock-walled valleys into the Laramie Range before eventually joining the Laramie River. Bedrock-walled through valleys link the various Laramie Range stream and river crossing valleys and detailed topographic maps were used to determine how this anastomosing bedrock-walled canyon complex and the large escarpment-surrounded Goshen Hole basin (located just to the east of the anastomosing canyon complex) originated. Map evidence shows multiple streams of water must have diverged in the Laramie Basin from the north-oriented Laramie River to enter the Laramie Range before converging in or east of the Laramie Range and also shows how present day through valleys enabled diverging and converging streams of water to cross the Laramie Range. The anastomosing bedrock-walled valley complex studied here extends from north of the North Laramie River valley to south of the North Sybille/Sybille Creek valley. Large volumes of water flowing from the Laramie Basin to the Great Plains are interpreted to have eroded the anastomosing canyon complex and the “downstream” Goshen Hole escarpment-surrounded basin. Headward erosion of the north-oriented Sybille and Chugwater Creek valleys across large sheets of east-oriented water are interpreted to have left the Goshen Hole escarpment-surrounded basin as a large abandoned headcut. A water source was not determined, although a continental ice sheet that deeply eroded and warped the North American continent is considered to be a possible source. 展开更多
关键词 Anastomosing channel complex Deep Erosion by Continental Ice Sheets Diverging and Converging VALLEYS Great PLAINS Laramie BASIN Laramie RIVER North Laramie RIVER Rocky Mountains Sybille Creek
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Study on Resistance Coefficient of Complex River in Mountain Area-Taking Taizicheng River as an Example
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作者 HEZhuolin 《外文科技期刊数据库(文摘版)工程技术》 2022年第5期170-176,共7页
In this study, field hydraulic experiments were carried out on typical mountain rivers in the Taizicheng River Basin. The surface water flow velocity, water depth, river width and other data of the Taizicheng River we... In this study, field hydraulic experiments were carried out on typical mountain rivers in the Taizicheng River Basin. The surface water flow velocity, water depth, river width and other data of the Taizicheng River were measured regularly and continuously. The change of Manning coefficient along the river in the mountain complex was studied, and the relationship between Manning coefficient N and relevant hydraulic parameters was analyzed. The results show that: (1) The value of N in the upper reaches of the river is higher than that in the middle and lower reaches of the river, and there is no significant difference in the value of N in different river courses at the junction of main and tributaries;(2) The value of N and its change trend are restricted by hydrological conditions;(3) n has a good power function relationship with water depth H and Reynolds number Re, and a good logarithmic function relationship with Froude number Fr. The ratio of Manning coefficient to water depth n/h and Re has a negative power function relationship;(4) Under the significance level of p<0.01, the goodness-of-fit R2 of the relationships among n-h, n-Re and n-Fr all reached above 0.82, which can better reflect the influence of n on the water flow state. The research results can provide reference for the construction of ecological treatment project of mountain complex river. 展开更多
关键词 mountain rivers complex river channel drag coefficient
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面向6G无人机通信网络的信号传输机理研究与分析 被引量:2
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作者 孙俊 盛伟 +2 位作者 屈家安 颜坤 周北平 《无线电通信技术》 北大核心 2025年第1期86-95,共10页
无人机由于其灵活部署、广泛覆盖和高移动性等特点在6G无线通信网络发展中至关重要,同时也为信道研究带来了挑战。提出了一种适用于6G无人机通信网络的多输入多输出(Multiple-Input Multiple-Output,MIMO)空地无线通信场景的信道模型。... 无人机由于其灵活部署、广泛覆盖和高移动性等特点在6G无线通信网络发展中至关重要,同时也为信道研究带来了挑战。提出了一种适用于6G无人机通信网络的多输入多输出(Multiple-Input Multiple-Output,MIMO)空地无线通信场景的信道模型。实际场景中无人机发射机与地面移动用户接收机之间的直接传播链路经常被树木和建筑物阻断,为了解决这一问题,通过引入双智能反射表面(Intelligent Reflecting Surfaces,IRS)技术来实现信号传输,形成双IRS、单IRS以及非视距(Non Line of Sight,NLOS)路径的传播链路。研究了这些链路的复杂信道冲激响应,考虑了多径效应的影响并据此推导出了完整的信道矩阵,分析了该信道模型在不同模型参数下的统计特性。基于这些理论推导,进一步研究了双IRS辅助空对地通信信道模型的传播特性。仿真结果表明,相较于单IRS配置,双IRS在提升系统性能方面具有显著优势,为进一步优化和设计基于IRS的空对地无线通信系统提供了有价值的参考。 展开更多
关键词 6G 无人机通信 智能反射面 复杂信道冲激响应
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考虑碳减排和双向公平关切的供应链复杂性研究
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作者 王晶 葛彤彤 司凤山 《山东大学学报(理学版)》 北大核心 2025年第6期31-44,共14页
在碳排放约束政策下,针对考虑制造商和零售商双向公平关切的双渠道供应链的复杂性问题,通过构建多周期动态博弈模型,从系统复杂性的视角,分析决策变量调整速度、公平关切程度和碳交易价格等因素对供应链决策和利润的影响,揭示经济系统... 在碳排放约束政策下,针对考虑制造商和零售商双向公平关切的双渠道供应链的复杂性问题,通过构建多周期动态博弈模型,从系统复杂性的视角,分析决策变量调整速度、公平关切程度和碳交易价格等因素对供应链决策和利润的影响,揭示经济系统的演化行为并对混沌系统实施控制。研究发现,过高的制造商和零售商决策变量调整速度会导致系统经倍周期分岔陷入混沌状态;处于主导地位的零售商有能力影响供应链系统的整体稳定性,跟随者地位的制造商则仅能影响系统局部范围的稳定性;不论是制造商还是零售商,导致系统混沌对自身不利,但对方会获益;公平关切和碳交易价格能够影响供应链成员的利润,但影响程度取决于系统所处的稳定状态;提出参数调整控制法对混沌系统实施有效控制,使其重返稳定状态。 展开更多
关键词 碳减排 双向公平关切 双渠道供应链 系统复杂性 混沌控制
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引入多级特征与通道注意力复杂场景文本检测算法
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作者 贾小云 翁佳顺 刘颜荦 《制造业自动化》 2025年第3期127-133,共7页
针对在多样化环境下进行文本识别时遇到的诸如文本倾斜和大小不一致等挑战,提出了一种融合注意力机制和特征整合的高效文本识别算法。首先,通过在深度卷积神经网络的特征提取阶段加入注意力机制,促进了不同层次之间的信息互动,从而减少... 针对在多样化环境下进行文本识别时遇到的诸如文本倾斜和大小不一致等挑战,提出了一种融合注意力机制和特征整合的高效文本识别算法。首先,通过在深度卷积神经网络的特征提取阶段加入注意力机制,促进了不同层次之间的信息互动,从而减少因文本位置多样性导致的漏检情况。其次,使用空洞卷积,这种卷积具有可变感受野的特性,有助于捕捉文本区域的细节信息,并且可以在不同尺度下适应文本的变化。最后,研究通过一个特征金字塔增强机制将不同尺寸、通道和深度的特征高效地结合,并集成为最终用于分割的特征。这不仅提升了文本检测的准确性,还减少了模型的复杂性。研究结果显示,在ICDAR 2015数据集上,此改进算法的检测准确率达到88.1%,这相比当前领先的DBNet算法有所提高。此外,该算法在针对制造业场景的MPSC数据集上的检测准确率达到了90.3%,充分展示了其在处理特定领域问题时的高效性。 展开更多
关键词 文本检测 复杂场景 多级特征 通道注意力
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用于复杂水下环境下的轻量级目标检测算法 被引量:2
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作者 王飞飞 秦玉芳 +1 位作者 冯国富 陈明 《传感器与微系统》 北大核心 2025年第4期137-142,147,共7页
在利用水下机器人进行生物捕捞与识别时,色偏、雾效应与光干扰等复杂水下环境的干扰会导致模型存在漏检和误检现象,同时,由于带宽受限,水下设备计算资源也受限制。为解决上述问题,提出了一种高检测精度的轻量级改进的YOLOv7-tiny模型。... 在利用水下机器人进行生物捕捞与识别时,色偏、雾效应与光干扰等复杂水下环境的干扰会导致模型存在漏检和误检现象,同时,由于带宽受限,水下设备计算资源也受限制。为解决上述问题,提出了一种高检测精度的轻量级改进的YOLOv7-tiny模型。使用SiLU激活函数和EIOU损失函数提高模型收敛速度;使用双重注意力叠加的GAM注意力机制和三重注意力叠加的DyHead检测头更好地抵御环境噪声的干扰;最后,利用通道剪枝策略降低模型参数量。实验结果表明:在RUOD数据集上,改进后的模型有效的缓解了色偏、雾效应与光干扰等复杂水下环境下的漏检和误检现象,浮点数计算量降低8.4%,提高了水下设备在计算资源受到限制时的可用性。所提方法可适用于水下检测系统和水下机器人。 展开更多
关键词 水下生物目标检测 YOLOv7-tiny 注意力机制 通道剪枝 复杂水下环境
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适用于短波信道的低复杂度OAMP均衡算法 被引量:1
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作者 金珠 张昭基 +2 位作者 左瑜瑜 李颖 宫丰奎 《西安电子科技大学学报》 北大核心 2025年第1期14-21,共8页
短波通信是一种依靠大气电离层反射实现超远距离传输的通信技术,具有不可替代的通信保底作用。然而,短波信道具有严重的多径时延扩展和多普勒展宽,呈现出典型的时间-频率双选择性衰落特性。上述信道特性将为短波通信的可靠性带来严峻挑... 短波通信是一种依靠大气电离层反射实现超远距离传输的通信技术,具有不可替代的通信保底作用。然而,短波信道具有严重的多径时延扩展和多普勒展宽,呈现出典型的时间-频率双选择性衰落特性。上述信道特性将为短波通信的可靠性带来严峻挑战,需要接收机利用信道均衡算法,实现对通信数据的检测。针对短波信道的传统均衡算法存在收敛过慢的问题,无法适应短波信道的复杂特性;而可实现快速收敛的均衡算法则存在计算复杂度过高的问题,难以满足工程实现需求。为克服上述问题,提出一种适用于短波双选择性衰落信道的低复杂度正交近似消息传递(Orthogonal Approximate Message Passing,OAMP)均衡算法,采用基于LU分解的三角矩阵迭代解法,并利用短波信道矩阵的稀疏性,降低矩阵求逆运算的计算复杂度,从而大幅降低原OAMP均衡算法的计算量。仿真表明,所提出的低复杂度OAMP均衡算法与原OAMP均衡算法的误比特率(Bit Error Rate,BER)性能一致,而计算量可降低约88%。 展开更多
关键词 短波通信 双选择性衰落信道 低复杂度均衡算法
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经皮肾通道输尿管软镜钬激光碎石术与单通道输尿管软镜经皮肾镜取石术治疗复杂性肾结石的临床疗效比较
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作者 邓圆圆 吴升 向从明 《临床外科杂志》 2025年第8期875-878,共4页
目的 探究经皮肾通道输尿管软镜钬激光碎石术(PNHLL)与单通道输尿管软镜经皮肾镜取石术(ECIRS)治疗复杂性肾结石的疗效。方法 2015年1月~2023年3月收治的复杂性肾结石病人103例,根据手术方式将其分为PNHLL组(53例)和ECIRS组(50例)。比... 目的 探究经皮肾通道输尿管软镜钬激光碎石术(PNHLL)与单通道输尿管软镜经皮肾镜取石术(ECIRS)治疗复杂性肾结石的疗效。方法 2015年1月~2023年3月收治的复杂性肾结石病人103例,根据手术方式将其分为PNHLL组(53例)和ECIRS组(50例)。比较两组围术期相关指标、清石成功率、肾功能、应激反应及术后并发症发生情况。结果 ECIRS组和PNHLL组手术时间分别为(97.62±19.52)分钟和(72.43±14.48)分钟,清石成功率分别为92.00%和75.47%,术后血尿素氮(BUN)分别为(15.44±3.08)mmol/L和(17.21±3.44)mmol/L,胱抑素C(CysC)分别为(611.85±34.22)μg/L和(637.42±35.41)μg/L,血肌酐(Scr)分别为(77.52±8.64)μmol/L和(81.63±9.07)μmol/L,超氧化物歧化酶(SOD)分别为(108.64±7.24)U/ml和(115.27±7.68)U/ml,前列腺素E2(PGE2)分别为(162.41±18.05)μmol/L和(175.48±19.47)μmol/L,一氧化氮(NO)分别为(74.61±8.29)μmol/L和(78.58±8.73)μmol/L,皮质醇(Cor)分别为(188.64±29.02)nmol/L和(212.42±32.68)nmol/L,两组比较差异有统计学意义(P<0.05)。结论 与PNHLL比较好,ECIRS治疗复杂性肾结石清石成功率高,且对病人肾功能及术后创伤应激反应较小。 展开更多
关键词 复杂性肾结石 单通道输尿管软镜经皮肾镜取石术 经皮肾通道输尿管软镜钬激光碎石术 清石成功率 肾功能
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复数双路径Conformer和深度复数卷积循环神经网络结合的语声增强方法
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作者 郝鑫语 伍忠东 +1 位作者 杨充六合 楚秦 《应用声学》 北大核心 2025年第6期1652-1661,共10页
针对现有语声增强网络在处理语声信号特征时,无法有效地捕捉到较长的时间跨度或频率范围内的信息,且计算参数过多的问题,提出一个复数双路径Conformer,将其与深度复数卷积循环神经网络(DCCRN)结合,设计了一个新的时-频域语声增强模型,称... 针对现有语声增强网络在处理语声信号特征时,无法有效地捕捉到较长的时间跨度或频率范围内的信息,且计算参数过多的问题,提出一个复数双路径Conformer,将其与深度复数卷积循环神经网络(DCCRN)结合,设计了一个新的时-频域语声增强模型,称为Conformer-CRN。将DCCRN中的复数长短时记忆网络模块替换为复数双路径Conformer模块,能够有效捕捉长距离的时-频依赖,更全面地利用全局上下文信息。此外,还在编解码器中增加了复数通道注意力机制模块,进一步提高增强语声的质量。在公开数据集Voice Bank+DEMAND上的实验结果显示,所提出的模型使用更少的参数,在主客观语声质量评估都取得更优的结果。与SE-Conformer相比,增强后的语声感知质量增长了3.20%;与MetricGAN+相比,预测信号失真度增长了7.17%,预测噪声失真度增长了9.97%,预测综合质量测度增长了3.44%。该研究为基于深度学习中参数映射的语声增强方法的发展提供了一定的参考。 展开更多
关键词 深度学习 语声增强 CONFORMER DCCRN 复数通道注意力机制
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有损通道中高鲁棒性的快速视频隐写算法
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作者 胡正 黄昶 《华东师范大学学报(自然科学版)》 北大核心 2025年第4期38-48,共11页
高清视频在传输过程中经过有损通道的压缩之后会导致隐藏信息的丢失.高效的视频隐写算法需要硬件实现,以达到低功耗、高速和更可靠的实时处理.为了保证秘密数据实时且可靠的传输,需要隐写算法具有低复杂度和高鲁棒性.针对此问题,提出了... 高清视频在传输过程中经过有损通道的压缩之后会导致隐藏信息的丢失.高效的视频隐写算法需要硬件实现,以达到低功耗、高速和更可靠的实时处理.为了保证秘密数据实时且可靠的传输,需要隐写算法具有低复杂度和高鲁棒性.针对此问题,提出了一种适用于硬件平台实现的高效且鲁棒的隐写算法.该算法利用直流(Direct Current,DC)系数的生成原理和分布特征,在空间域中直接修改像素值,而不是在离散余弦变换域中执行.因此,该算法同时具备了空间域隐写算法的简单性以及变换域隐写算法的高鲁棒性.实验结果表明,该算法具有较低的计算复杂度,并且在本地有损通道压缩中表现出了优异的鲁棒性和视觉质量. 展开更多
关键词 视频隐写 有损通道 计算复杂度 鲁棒性
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改进的快速稀疏贝叶斯学习水声信道估计算法 被引量:1
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作者 贾书阳 邹司宸 +2 位作者 刘宝衡 张小川 笪良龙 《国防科技大学学报》 北大核心 2025年第2期219-226,共8页
为了保证水下设备的长期稳定通信,提出了一种基于改进的快速边缘似然最大化的稀疏贝叶斯学习(sparse Bayesian learning based on improved fast marginal likelihood maximization, IFM-SBL)算法,对水声信道进行低复杂度、高性能的估... 为了保证水下设备的长期稳定通信,提出了一种基于改进的快速边缘似然最大化的稀疏贝叶斯学习(sparse Bayesian learning based on improved fast marginal likelihood maximization, IFM-SBL)算法,对水声信道进行低复杂度、高性能的估计。特别是在低信噪比情况下,通过阈值去噪和离散傅里叶变换降噪,可以进一步提升算法的性能。仿真和海试结果表明,所提的IFM-SBL信道估计后的输出误码率与基于期望最大化的稀疏贝叶斯学习(sparse Bayesian learning based on expectation maximization, EM-SBL)算法相似,且验证了算法在低信噪比和快慢时变信道中都具有良好的鲁棒性。在运行速度方面,FM-SBL算法与IFM-SBL算法比EM-SBL算法提高了约90%,大大减少了信道估计时间。 展开更多
关键词 时变水声信道 稀疏贝叶斯学习 鲁棒性 复杂度
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非均匀十字通道网络中活性布朗粒子的输运
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作者 张亚熙 张鹏娟 +3 位作者 赵光阔 郝睿 王鹏 王旭明 《兰州理工大学学报》 北大核心 2025年第4期166-172,共7页
针对肿瘤微环境等复杂生物介质的特殊结构以及活性布朗粒子在其中的输运特征,将微环境抽象为一类不对称的“十”字通道网络.建立由三次势场、周期驱动、环境拖拽力以及非均匀通道阻碍所支配的随机动力学模型.考察粒子在非对称通道上的... 针对肿瘤微环境等复杂生物介质的特殊结构以及活性布朗粒子在其中的输运特征,将微环境抽象为一类不对称的“十”字通道网络.建立由三次势场、周期驱动、环境拖拽力以及非均匀通道阻碍所支配的随机动力学模型.考察粒子在非对称通道上的随机游走.模拟结果展示了粒子以亚扩散方式输运、定向输运随时间振荡、粒子逆势场力方向移动的绝对负流等特征,动力学分析和关联分析揭示了相关机制. 展开更多
关键词 复杂生物介质 十字通道网络 活性布朗粒子 非平衡输运
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TS-GRU-VTA:基于深度学习的车辆信道估计方案
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作者 季策 马相宇 +1 位作者 牟晓宇 赵家毅 《系统工程与电子技术》 北大核心 2025年第9期3093-3098,共6页
在IEEE 802.11p标准下,传统的数据导频辅助(data-pilot aided, DPA)估计器难以有效追踪时变信道,尽管基于深度学习的估计算法得到广泛研究,但通常面临复杂度高或性能不佳的问题。基于此,提出了一种低复杂度的信道估计方案,通过结合时域... 在IEEE 802.11p标准下,传统的数据导频辅助(data-pilot aided, DPA)估计器难以有效追踪时变信道,尽管基于深度学习的估计算法得到广泛研究,但通常面临复杂度高或性能不佳的问题。基于此,提出了一种低复杂度的信道估计方案,通过结合时域采样、门控循环单元(gated recurrent unit, GRU)和变系数时间平均方法,有效降低复杂度并提高性能。仿真结果表明,该算法在性能和复杂度上均优于对比算法。 展开更多
关键词 低复杂度信道估计 时域采样 深度学习 门控循环单元网络 变系数时间平均
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基于CSI-YOLO的复杂天气下输电线路绝缘子缺陷检测模型
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作者 向国东 齐浩宇 +4 位作者 李锋 陈巍 栾晋 陈芳 谭爱国 《高压电器》 北大核心 2025年第10期179-190,共12页
针对复杂场景下绝缘子缺陷检测模型精度低以及参数量大的问题,文中在YOLOv8s的基础上提出一种CSI-YOLO的轻量化绝缘子缺陷检测模型。首先结合ADown和DySample采样技术,增强模型细节特征捕获能力;其次在特征同和网络引入TFE模块和改进后... 针对复杂场景下绝缘子缺陷检测模型精度低以及参数量大的问题,文中在YOLOv8s的基础上提出一种CSI-YOLO的轻量化绝缘子缺陷检测模型。首先结合ADown和DySample采样技术,增强模型细节特征捕获能力;其次在特征同和网络引入TFE模块和改进后的Dy-SSFF模块,提升目标特征融合度;之后使用DyHead检测头提升目标定位能力;最后使用通道剪枝技术,削减模型冗余参数。实验结果表明:所提CSI-YOLO相较于原始YOLOv8s,精准率提高了2.38%,召回率提高了1.22%,mAP@0.5提高了1.84%,速度提升了31.46%,参数量仅为YOLOv8s的59.64%,权重大小达到4.5 MB,验证所提方法在复杂天气条件下,能准确识别输电线路可见光图像中的绝缘子缺陷。 展开更多
关键词 绝缘子缺陷检测 YOLOv8s 复杂天气 通道剪枝 轻量化
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