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Drivable generalized NeRF-based head model
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作者 Yue Wang Yudong Guo 《中国科学技术大学学报》 北大核心 2025年第1期46-57,45,I0001,I0002,共15页
In recent years,the concept of digital human has attracted widespread attention from all walks of life,and the modelling of high-fidelity human bodies,heads,and hands has been intensively studied.This paper focuses on... In recent years,the concept of digital human has attracted widespread attention from all walks of life,and the modelling of high-fidelity human bodies,heads,and hands has been intensively studied.This paper focuses on head modelling and proposes a generic head parametric model based on neural radiance fields.Specifically,we first use face recognition networks and 3D facial expression database FaceWarehouse to parameterize identity and expression semantics,respectively,and use both as conditional inputs to build a neural radiance field for the human head,thereby improving the head model’s representation ability while ensuring editing capabilities for the identity and expression of the rendered results;then,through a combination of volume rendering and neural rendering,the 3D representation of the head is rapidly rendered into the 2D plane,producing a high-fidelity image of the human head.Thanks to the well-designed loss functions and good implicit representation of the neural radiance field,our model can not only edit the identity and expression independently,but also freely modify the virtual camera position of the rendering results.It has excellent multi-view consistency,and has many applications in novel view synthesis,pose driving and more. 展开更多
关键词 neural radiance fields head parametric model semantic disentanglement novel view synthesis
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Impact of the head cavity and submerged nozzle on corner vortices and pressure oscillations in a solid rocket motor with a backward- facing step
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作者 Hongbo Xu Jie Hu +2 位作者 Chao Huo Yifang He Peijin Liu 《Defence Technology(防务技术)》 2025年第7期405-416,共12页
Taking a C1x motor with a backward-facing step which can generate a typical corner vortex as a reference,a numerical methodology using large eddy simulation was established in this study.Based on this methodology,the ... Taking a C1x motor with a backward-facing step which can generate a typical corner vortex as a reference,a numerical methodology using large eddy simulation was established in this study.Based on this methodology,the position of the backward-facing step of the motor was computed and analyzed to determine a basic configuration.Two key geometrical parameters,the head cavity angle and submerged nozzle cavity height,were subsequently introduced.Their effects on the corner vortex motion and their interactions with the acoustic pressure downstream of the backward-facing step were analyzed.The phenomena of vortex acoustic coupling and characteristics of pressure oscillations were further explored.The results show that the maximum error between the simulations and experimental data on the dominant frequency of pressure oscillations is 5.23%,which indicates that the numerical methodology built in this study is highly accurate.When the step is located at less than 5/8 of the total length of the combustion chamber,vortex acoustic coupling occurs,which can increase the pressure oscillations in the motor.Both the vorticity and the scale of vortices in the downstream step increase when the head cavity angle is greater than 24°,which increases the amplitude of the pressure oscillation by maximum 63.0%.The submerged nozzle cavity mainly affects the vortices in the cavity itself rather than those in the downstream step.When the height of the cavity increases from 10 to 20 mm,the pressure oscillation amplitude under the main frequency increases by 39.1%.As this height continues to increase,the amplitude of pressure oscillations increases but the primary frequency decreases. 展开更多
关键词 Solid rocket motor Backward-facing step head cavity Submerged nozzle Large eddy simulation Pressure oscillation
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基于Multi-Head Attention机制优化的Bi-LSTM模型河道汇流模拟
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作者 程帅 张娟 +2 位作者 李晓琳 杨默远 沈建明 《水文》 北大核心 2025年第2期80-87,共8页
为有效提取河道径流时间序列信息特征,提高河道汇流过程模拟预测的非线性拟合能力,构建一种融合双向长短期记忆网络(Bi-LSTM)、多头注意力机制(Multi-Head Attention)、前馈神经网络(FFNN)的河道汇流预测模型(MABLFN)。为验证MABLFN模... 为有效提取河道径流时间序列信息特征,提高河道汇流过程模拟预测的非线性拟合能力,构建一种融合双向长短期记忆网络(Bi-LSTM)、多头注意力机制(Multi-Head Attention)、前馈神经网络(FFNN)的河道汇流预测模型(MABLFN)。为验证MABLFN模型有效性,以永定河山峡段典型站点实测数据开展实例验证,并将预测结果与单一的LSTM、Bi-LSTM模型和具有物理机制的MIKE11模型预测结果进行对比分析,评估模型不同预报时长径流过程预测性能。结果表明:MABLFN模型能够较好地预测河道径流,MABLFN模型相比于LSTM模型、Bi-LSTM模型和MIKE11模型的RMSE降低了1%~52%,NSE提高了8%~9%;在计算效率方面MABLFN模型相比于LSTM模型、Bi-LSTM模型计算耗时由0.26 s增加至1.2 s,相比于MIKE11模型(360 s)计算耗时明显降低。 展开更多
关键词 河道汇流演算 双向长短期记忆网络 多头注意力机制 深度学习
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融合MacBERT和Talking⁃Heads Attention实体关系联合抽取模型 被引量:1
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作者 王春亮 姚洁仪 李昭 《现代电子技术》 北大核心 2024年第5期127-131,共5页
针对现有的医学文本关系抽取任务模型在训练过程中存在语义理解能力不足,可能导致关系抽取的效果不尽人意的问题,文中提出一种融合MacBERT和Talking⁃Heads Attention的实体关系联合抽取模型。该模型首先利用MacBERT语言模型来获取动态... 针对现有的医学文本关系抽取任务模型在训练过程中存在语义理解能力不足,可能导致关系抽取的效果不尽人意的问题,文中提出一种融合MacBERT和Talking⁃Heads Attention的实体关系联合抽取模型。该模型首先利用MacBERT语言模型来获取动态字向量表达,MacBERT作为改进的BERT模型,能够减少预训练和微调阶段之间的差异,从而提高模型的泛化能力;然后,将这些动态字向量表达输入到双向门控循环单元(BiGRU)中,以便提取文本的上下文特征。BiGRU是一种改进的循环神经网络(RNN),具有更好的长期依赖捕获能力。在获取文本上下文特征之后,使用Talking⁃Heads Attention来获取全局特征。Talking⁃Heads Attention是一种自注意力机制,可以捕获文本中不同位置之间的关系,从而提高关系抽取的准确性。实验结果表明,与实体关系联合抽取模型GRTE相比,该模型F1值提升1%,precision值提升0.4%,recall值提升1.5%。 展开更多
关键词 MacBERT BiGRU 关系抽取 医学文本 Talking⁃heads Attention 深度学习 全局特征 神经网络
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基于改进Double-Head RCNN的无人机航拍图像小目标检测算法 被引量:9
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作者 王殿伟 胡里晨 +1 位作者 房杰 许志杰 《北京航空航天大学学报》 EI CAS CSCD 北大核心 2024年第7期2141-2149,共9页
为解决无人机航拍图像中小目标特征信息少且容易被噪声干扰导致现有算法漏检率和误检率高的问题,提出一种改进Double-Head Region-卷积神经网络(RCNN)的无人机航拍图像小目标检测算法。在骨干网络ResNet-50上引入Transformer和可变形卷... 为解决无人机航拍图像中小目标特征信息少且容易被噪声干扰导致现有算法漏检率和误检率高的问题,提出一种改进Double-Head Region-卷积神经网络(RCNN)的无人机航拍图像小目标检测算法。在骨干网络ResNet-50上引入Transformer和可变形卷积(DCN)模块,更有效提取小目标特征信息和语义信息;提出一种基于内容感知特征重组(CARAFE)的特征金字塔网络(FPN)结构模块,解决特征融合过程中小目标被背景噪声干扰而丢失特征信息的问题;在区域建议网络中针对小目标尺度分布特点重新设置Anchor生成尺度,进一步提升小目标检测性能。在VisDrone-DET2021数据集上的实验结果表明:所提算法能提取更具有表征能力的小目标特征信息和语义信息,对比Double-Head RCNN算法,所提算法的参数量增加了9.73×10^(6),FPS损失了0.6,但是AP、AP50和AP75分别提升了2.6%、6.2%和2.1%,APs提升了3.1%。 展开更多
关键词 小目标检测 无人机航拍图像 Double-head RCNN TRANSFORMER 内容感知特征重组
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Expression,Purification and Structural Characterization of Mouse Talin-1 Head Δ139-168
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作者 Sun Xing-sheng Du Jia-yang Liu Jia-fu 《Journal of Northeast Agricultural University(English Edition)》 CAS 2020年第2期108-115,共8页
Talin-1 head(hereinafter referred to as TH)is the head structure of talin protein,which contains a four-point-one-protein/ezrin/radixin/moesin(FERM)domain.Its F1 domain contains an unstructured loop of 30 amino acids(... Talin-1 head(hereinafter referred to as TH)is the head structure of talin protein,which contains a four-point-one-protein/ezrin/radixin/moesin(FERM)domain.Its F1 domain contains an unstructured loop of 30 amino acids(139-168),which does not interact with other domains.Because TH doesn’t get the crystal structure and whether the unstructured loop has obvious influence on the TH secondary structure,therefore,the truncated talin-1 headΔ139-168(hereinafter referred to as THΔ)was constructed and its structure and the impact of stability after truncation were analyzed.Molecular biology and structural biology methods were used to construct prokaryotic expression vectors of TH and THΔ,explore and optimize the expression conditions of recombinants,and they were purified by affinity chromatography and FPLC gel filtration chromatography.Finally,a large number of stable,high-purity protein samples were prepared successfully.The physicochemical properties and structural stability of the proteins were investigated by dynamic light scattering and circular dichroism.The results showed that the THΔsecondary structure of the truncated body did not change significantly,the structural stability was enhanced and the resistance to guanidine hydrochloride and high temperature was stronger. 展开更多
关键词 talin-1 head talin-1 headΔ139-168 circular dichroism(CD) secondary structure stability
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中国人标准头模BHead210的头相关传递函数数值计算 被引量:2
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作者 唐玲 付中华 《声学技术》 CSCD 2014年第3期237-242,共6页
针对基于中国人平均头部尺寸的BHead210标准头模,通过结构光扫描获取三维数据并利用边界元方法计算其头相关传递函数。将刚球模型的计算结果与解析结果进行对比,验证了计算方法的正确性,并将BHead210的计算结果与测量结果对比以观察误... 针对基于中国人平均头部尺寸的BHead210标准头模,通过结构光扫描获取三维数据并利用边界元方法计算其头相关传递函数。将刚球模型的计算结果与解析结果进行对比,验证了计算方法的正确性,并将BHead210的计算结果与测量结果对比以观察误差。给出了由边界元计算数据导出的BHead210双耳时间差、双耳声级差曲线与不同声源距离某方位的头相关传递函数幅度谱。最后对比和分析了BHead210头模数据与CIPIC公布的KEMAR头模数据的差异。 展开更多
关键词 头相关传递函数 中国人标准头模Bhead210数值计算
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一个水稻类树稻突变体(leafy head 3)基因的精细定位 被引量:3
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作者 吴立文 姜华 +7 位作者 胡江 胡兴明 高振宇 曾大力 朱观林 董国军 钱前 郭龙彪 《中国水稻科学》 CAS CSCD 北大核心 2009年第6期583-588,共6页
从常规粳稻常优94后代中筛选到一份自然突变的抽穗期延迟的类树稻突变体lhd3(leafy head 3)。在短日照条件下,与野生型比较,lhd3突变体在生长后期,上部节间会继续长出叶片(一般为3片)和高位分蘖,类似于树的侧枝生长,抽穗期延迟,但基部... 从常规粳稻常优94后代中筛选到一份自然突变的抽穗期延迟的类树稻突变体lhd3(leafy head 3)。在短日照条件下,与野生型比较,lhd3突变体在生长后期,上部节间会继续长出叶片(一般为3片)和高位分蘖,类似于树的侧枝生长,抽穗期延迟,但基部分蘖数不受影响。经典遗传分析表明,lhd3与籼稻南京6号的F2群体中,正常植株与类树稻植株的分离比符合3∶1,说明此性状受单隐性基因控制。利用该群体进行图位克隆,将LHD3基因定位在水稻第1染色体短臂的两个新发展的STS标记wpla3和wpla25之间。再利用5个新发展的STS和CAPS标记,最终将该基因精细定位在WX6和CAPS1两个标记之间,物理距离约为60 kb。通过水稻基因组注释系统共预测到10个开放阅读框(ORF)。对该基因的进一步克隆将有助于阐明水稻生育期和叶原基发育调控机理。 展开更多
关键词 水稻 突变体 抽穗期 基因 精细定位
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Multi-objective optimization of stamping forming process of head using Pareto-based genetic algorithm 被引量:10
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作者 周杰 卓芳 +1 位作者 黄磊 罗艳 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第9期3287-3295,共9页
To obtain the optimal process parameters of stamping forming, finite element analysis and optimization technique were integrated via transforming multi-objective issue into a single-objective issue. A Pareto-based gen... To obtain the optimal process parameters of stamping forming, finite element analysis and optimization technique were integrated via transforming multi-objective issue into a single-objective issue. A Pareto-based genetic algorithm was applied to optimizing the head stamping forming process. In the proposed optimal model, fracture, wrinkle and thickness varying are a function of several factors, such as fillet radius, draw-bead position, blank size and blank-holding force. Hence, it is necessary to investigate the relationship between the objective functions and the variables in order to make objective functions varying minimized simultaneously. Firstly, the central composite experimental(CCD) with four factors and five levels was applied, and the experimental data based on the central composite experimental were acquired. Then, the response surface model(RSM) was set up and the results of the analysis of variance(ANOVA) show that it is reliable to predict the fracture, wrinkle and thickness varying functions by the response surface model. Finally, a Pareto-based genetic algorithm was used to find out a set of Pareto front, which makes fracture, wrinkle and thickness varying minimized integrally. A head stamping case indicates that the present method has higher precision and practicability compared with the "trial and error" procedure. 展开更多
关键词 stamping forming headS finite element analysis central composite experimental design response surface methodology multi-objective genetic algorithm
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Modeling and simulation of crushing process of spiral mining head 被引量:6
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作者 夏毅敏 卜英勇 +2 位作者 唐蒲华 周知进 马治国 《Journal of Central South University of Technology》 EI 2006年第2期171-174,共4页
According to the characteristics of spiral mining head for deep seabed cobalt-rich crust, the kinematic model, cutting loads model, quantity of cutting picks model of mining head, granularity distribution model and en... According to the characteristics of spiral mining head for deep seabed cobalt-rich crust, the kinematic model, cutting loads model, quantity of cutting picks model of mining head, granularity distribution model and energy consumption model were constructed. Based on these models, computer simulation program of cutting loads was developed with VB software. The mechanical parameters of mining head were obtained in the cutting depth range of 5160 mm. Making use of the simulation results, the effect of cutting depth of spiral mining head on the mining process was studied. The results show that the maximum force of single pick is 4.7051kN, the maximum force and torque of spiral drum of mining head are respectively 34.1668kN and 3.8795kN·m at the cutting depth of 160mm. 展开更多
关键词 spiral mining head MODELING simulation cutting depth
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加拿大纽芬兰岛Indian Head Range地块格林威尔期二长花岗岩年龄、Nd⁃Hf同位素特征——块体属性与演化新证据
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作者 王朝阳 王涛 张颖慧 《岩石矿物学杂志》 CAS CSCD 北大核心 2022年第4期714-726,共13页
加拿大阿巴拉契亚造山带纽芬兰岛Humber带基底地块属性及地壳生长演化是近年来关注的科学问题,尤其是岛内西南部的Indian Head Range地块,其年龄组成与同位素特征研究对区域基底构造属性划分与对比至关重要。本文对Indian Head Range地... 加拿大阿巴拉契亚造山带纽芬兰岛Humber带基底地块属性及地壳生长演化是近年来关注的科学问题,尤其是岛内西南部的Indian Head Range地块,其年龄组成与同位素特征研究对区域基底构造属性划分与对比至关重要。本文对Indian Head Range地块内的二长花岗岩岩体进行了锆石U⁃Pb定年,得到其^(206)Pb/^(238)U加权平均年龄值为1149±4 Ma,代表该岩体的侵位年龄。这一定年结果表明该岩体具有中元古代晚期的年龄,为该地块格林威尔期岩浆事件的存在提供了新的年龄证据。Nd⁃Hf同位素分析结果显示,该二长花岗岩岩体εNd值为-2.3,εHf值介于+1.93~+3.65之间,两阶段Hf模式年龄介于1.84~1.73 Ga之间。结合前人研究,我们认为Humber带内各地块发育约1.5 Ga、1.15 Ga和1.0 Ga的3期花岗质岩浆事件,它们具有相似的Hf模式年龄值,暗示它们均来源于古元古代新生地壳物质的再造。带内格林威尔基底地块均为原地基底,且与劳伦大陆远端东部边缘具有一致的岩浆-构造演化史。以上研究对Humber带内格林威尔基底地块的亲缘性及地壳生长提供新的制约,并为阿巴拉契亚造山带内古老微陆块的溯源对比提供依据。 展开更多
关键词 Indian head Range地块 阿巴拉契亚造山带 格林威尔期 纽芬兰岛 二长花岗岩 锆石U⁃Pb测年 Nd⁃Hf同位素
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Heading control method and experiments for an unmanned wave glider 被引量:3
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作者 LIAO Yu-lei LI Yi-ming +2 位作者 WANG Lei-feng LI Ye JIANG Quan-quan 《Journal of Central South University》 SCIE EI CAS CSCD 2017年第11期2504-2512,共9页
The control system designing of unmanned wave glider(UWG) is challenging since the control system is weak maneuvering, large time-lag and large disturbance, which is difficult to establish accurate mathematical model.... The control system designing of unmanned wave glider(UWG) is challenging since the control system is weak maneuvering, large time-lag and large disturbance, which is difficult to establish accurate mathematical model. The control system for the "Ocean Rambler" UWG is studied in this work. A heading control method based on S-surface controller is designed. For the "rudder zero drift" problem in trials, an improved S-surface control method based on rudder angle compensation is proposed, which can compensate the adverse effects from environmental forces and installation error. The tank test and sea trial results prove that the proposed control method has favorable control performance, and the feasibility and reliability of the designed control system are also verified. 展开更多
关键词 unmanned wave glider heading control S-surface control control system
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基于Viseme的连续语音识别系统及Talking Head 被引量:2
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作者 蒋冬梅 谢磊 +3 位作者 Ilse Ravyse 赵荣椿 Hichem Sahli Jan Cornelis 《电子与信息学报》 EI CSCD 北大核心 2004年第3期375-381,共7页
为实现听觉/视觉驱动的说话人头部动画,该文给出了一个基于viseme(说话时的基本嘴形单位)的连续语音识别系统。它训练viseme隐马尔可夫模型(HMM),识别语音为viseme图像序列。建模采用triseme的概念来考虑viseme的上下文相关性,但它需要... 为实现听觉/视觉驱动的说话人头部动画,该文给出了一个基于viseme(说话时的基本嘴形单位)的连续语音识别系统。它训练viseme隐马尔可夫模型(HMM),识别语音为viseme图像序列。建模采用triseme的概念来考虑viseme的上下文相关性,但它需要超大量的训练数据。该文根据viseme图像及其相似度权值(VSW)定义视觉问题集,用来建立triseme决策树,以实现triseme的状态捆绑及HMM参数共享。为比较系统性能,基于phoneme(听觉领域的语音基本单位)的语音识别结果也被映射为viseme序列。在评价准则上,定义viseme图像相似度加权识别精度,更全面地考虑输出和参考图像序列的差别,并用嘴形圆度和VSW曲线中的突变点来评估所得viseme序列的平滑性。结果表明,基于viseme的语音识别系统能给出更平滑和合理的嘴形图像序列。 展开更多
关键词 说话人头部动画 Viseme 连续语音识别 Triseme决策树 图像相似度加权 嘴形圆度
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Numerical computation and analysis of high-speed autonomous underwater vehicle (AUV) moving in head sea based on dynamic mesh 被引量:3
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作者 高富东 潘存云 +1 位作者 徐小军 韩艳艳 《Journal of Central South University》 SCIE EI CAS 2012年第11期3084-3093,共10页
Autonomous underwater vehicles (AUVs) navigating on the sea surface are usually required to complete the communication tasks in complex sea conditions. The movement forms and flow field characteristics of a multi-mo... Autonomous underwater vehicles (AUVs) navigating on the sea surface are usually required to complete the communication tasks in complex sea conditions. The movement forms and flow field characteristics of a multi-moving state AUV navigating in head sea at high speed were studied. The mathematical model on longitudinal motion of the high-speed AUV in head sea was established with considering the hydrodynamic lift based on strip theory, which was solved to get the heave and pitch of the AUV by Gaussian elimination method. Based on this, computational fluid dynamics (CFD) method was used to establish the mathematical model of the unsteady viscous flow around the AUV with considering free surface effort by using the Reynolds-averaged Navier-Stokes (RANS) equations, shear-stress transport (SST) k-w model and volume of fluid (VOF) model. The three-dimensional numerical wave in the computational field was realized through defining the unsteady inlet boundary condition. The motion forms of the AUV navigating in head sea at high speed were carried out by the program source code of user-defined function (UDF) based on dynamic mesh. The hydrodynamic parameters of the AUV such as drag, lift, pitch torque, velocity, pressure and wave profile were got, which reflect well the real ambient flow field of the AUV navigating in head sea at high speed. The computational wave profile agrees well with the experimental phenomenon of a wave-piercing surface vehicle. The force law of the AUV under the impacts of waves was analyzed qualitatively and quantitatively, which provides an effective theoretical guidance and technical support for the dynamics research and shape design of the AUV in real complex environnaent. 展开更多
关键词 computational fluid dynamics dynamic mesh autonomous underwater vehicle (AUV) MOTION head sea viscous flowfield
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Heading constraint algorithm for foot-mounted PNS using low-cost IMU 被引量:3
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作者 GUI Jing ZHAO Heming XU Xiang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2022年第3期727-736,共10页
Foot-mounted pedestrian navigation system(PNS)is a common solution to pedestrian navigation using micro-electro mechanical system(MEMS)inertial sensors.The inherent problems of inertial navigation system(INS)by the tr... Foot-mounted pedestrian navigation system(PNS)is a common solution to pedestrian navigation using micro-electro mechanical system(MEMS)inertial sensors.The inherent problems of inertial navigation system(INS)by the traditional algorithm,such as the accumulated errors and the lack of observation of heading and altitude information,have become obstacles to the application and development of the PNS.In this paper,we introduce a heuristic heading constraint method.First of all,according to the movement characteristics of human gait,we use the generalized likelihood ratio test(GLRT)detector and introduce a time threshold to classify the human gait,so that we can effectively identify the stationary state of the foot.In addition,based on zero velocity update(ZUPT)and zero angular rate update(ZARU),the cumulative error of the inertial measurement unit(IMU)is limited and corrected,and then a heuristic heading estimation is used to constrain and correct the heading of the pedestrian.After simulation and experiments with low-cost IMU,the method is proved to reduce the localization error of end-point to less than 1%of the total distance,and it has great value in application. 展开更多
关键词 pedestrian navigation system(PNS) zero velocity update(ZUPT) gait detection heading constraint
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Heuristic algorithms for scheduling on uniform parallel machines with heads and tails 被引量:2
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作者 Kai Li Shanlin Yang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2011年第3期462-467,共6页
This paper considers the uniform parallel machine scheduling problem with unequal release dates and delivery times to minimize the maximum completion time.For this NP-hard problem,the largest sum of release date,proce... This paper considers the uniform parallel machine scheduling problem with unequal release dates and delivery times to minimize the maximum completion time.For this NP-hard problem,the largest sum of release date,processing time and delivery time first rule is designed to determine a certain machine for each job,and the largest difference between delivery time and release date first rule is designed to sequence the jobs scheduled on the same machine,and then a novel algorithm for the scheduling problem is built.To evaluate the performance of the proposed algorithm,a lower bound for the problem is proposed.The accuracy of the proposed algorithm is tested based on the data with problem size varying from 200 jobs to 600 jobs.The computational results indicate that the average relative error between the proposed algorithm and the lower bound is only 0.667%,therefore the solutions obtained by the proposed algorithm are very accurate. 展开更多
关键词 SCHEDULING parallel machine UNIFORM release date/head delivery time/tail.
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Unmanned wave glider heading model identification and control by artificial fish swarm algorithm 被引量:2
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作者 WANG Lei-feng LIAO Yu-lei +2 位作者 LI Ye ZHANG Wei-xin PAN Kai-wen 《Journal of Central South University》 SCIE EI CAS CSCD 2018年第9期2131-2142,共12页
We introduce the artificial fish swarm algorithm for heading motion model identification and control parameter optimization problems for the“Ocean Rambler”unmanned wave glider(UWG).First,under certain assumptions,th... We introduce the artificial fish swarm algorithm for heading motion model identification and control parameter optimization problems for the“Ocean Rambler”unmanned wave glider(UWG).First,under certain assumptions,the rigid-flexible multi-body system of the UWG was simplified as a rigid system composed of“thruster+float body”,based on which a planar motion model of the UWG was established.Second,we obtained the model parameters using an empirical method combined with parameter identification,which means that some parameters were estimated by the empirical method.In view of the specificity and importance of the heading control,heading model parameters were identified through the artificial fish swarm algorithm based on tank test data,so that we could take full advantage of the limited trial data to factually describe the dynamic characteristics of the system.Based on the established heading motion model,parameters of the heading S-surface controller were optimized using the artificial fish swarm algorithm.Heading motion comparison and maritime control experiments of the“Ocean Rambler”UWG were completed.Tank test results show high precision of heading motion prediction including heading angle and yawing angular velocity.The UWG shows good control performance in tank tests and sea trials.The efficiency of the proposed method is verified. 展开更多
关键词 unmanned wave glider artificial fish swarm algorithm heading model parameters identification control parameters optimization
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Error analysis on heading determination via genetic algorithms 被引量:1
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作者 Zhong Bing Xu Jiangning Ma Heng 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2006年第3期673-676,共4页
A new error analysis method is presented via genetic algorithms for high precise heading determination model based on two total positioning stations (TPSs). The method has the ability to search all possible solution... A new error analysis method is presented via genetic algorithms for high precise heading determination model based on two total positioning stations (TPSs). The method has the ability to search all possible solution space by the genetic operators of elitist model and restriction. The result of analyzing the error of this model shows that the accuracy of this model is precise enough to meet the need of calibration for navigation systems on ship, and the search space is only 0. 03% of the total search space, and the precision of heading determination is 4" in a general dock. 展开更多
关键词 heading determination SGA genetic algorithms.
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Recommendation application for video head impulse test based on fuzzy logic control 被引量:1
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作者 NGUYEN Thi Anh Dao KIM Dae Young +3 位作者 LEE Sang Min KIM Kyu Sung Seong Ro Lee KWON Jang Woo 《Journal of Central South University》 SCIE EI CAS CSCD 2016年第5期1208-1214,共7页
Vestibulo-ocular reflex(VOR) is an important biological reflex that controls eye movement to ensure clear vision while the head is in motion.Nowadays,VOR measurement is commonly done with a video head impulse test bas... Vestibulo-ocular reflex(VOR) is an important biological reflex that controls eye movement to ensure clear vision while the head is in motion.Nowadays,VOR measurement is commonly done with a video head impulse test based on a velocity gain algorithm or a position gain algorithm,in which velocity gain is a VOR calculation on head and eye velocity,whereas position gain is calculated from head and eye position.The aim of this work is first to compare the two algorithms' performance and to detect covert catch-up saccade,then to propose a stand-alone recommendation application for the patient's diagnosis.In the first experiment,for ipsilesional and contralesional sides,the calculated position gain(0.94±0.17) is higher than velocity gain(0.84±0.19).Moreover,gain asymmetry of both lesion and intact sides using velocity gain is mostly higher than that from using position gain(four out of five subjects).Consequently,for subjects who have unilateral vestibular neuritis diagnosed from clinical symptoms and a vestibular function test,vestibular weakness is depicted by velocity gain much better than by position gain.Covert catch-up saccade and position gain then are used as inputs for recommendation applications. 展开更多
关键词 vestibulo-ocular response video head impulse velocity gain position gain desaccade
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Improved head-driven statistical models for natural language parsing 被引量:1
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作者 袁里驰 《Journal of Central South University》 SCIE EI CAS 2013年第10期2747-2752,共6页
Head-driven statistical models for natural language parsing are the most representative lexicalized syntactic parsing models, but they only utilize semantic dependency between words, and do not incorporate other seman... Head-driven statistical models for natural language parsing are the most representative lexicalized syntactic parsing models, but they only utilize semantic dependency between words, and do not incorporate other semantic information such as semantic collocation and semantic category. Some improvements on this distinctive parser are presented. Firstly, "valency" is an essential semantic feature of words. Once the valency of word is determined, the collocation of the word is clear, and the sentence structure can be directly derived. Thus, a syntactic parsing model combining valence structure with semantic dependency is purposed on the base of head-driven statistical syntactic parsing models. Secondly, semantic role labeling(SRL) is very necessary for deep natural language processing. An integrated parsing approach is proposed to integrate semantic parsing into the syntactic parsing process. Experiments are conducted for the refined statistical parser. The results show that 87.12% precision and 85.04% recall are obtained, and F measure is improved by 5.68% compared with the head-driven parsing model introduced by Collins. 展开更多
关键词 VALENCE structure SEMANTIC dependency head-driven statistical SYNTACTIC PARSING SEMANTIC role labeling
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