首页 > 最新文献

2014 IEEE Workshop on Advanced Research and Technology in Industry Applications (WARTIA)最新文献

英文 中文
Design of real-time data analysis system based on Impala 基于Impala的实时数据分析系统设计
Jingmin Li
With the continuous development of Internet technology, from a mass of data real-time, efficient analysis and dig out the valuable information, especially important for enterprises. At present, relatively common practice is built up data analysis system in the Hadoop environment based on Hive. But it is more suitable for the batch processing in large data of clusters, and is not suitable for the real-time processing of large data requirements brought about by the development of the business adjustment. This paper presents a real-time data analysis system based on Impala. It can be used as a good supplement scheme. This paper will explain the thought and method of the construction of the real-time data analysis system based on Impala, from the system selection, system architecture, and practical.
随着互联网技术的不断发展,从海量数据中实时、高效地分析并挖掘出有价值的信息,对企业尤为重要。目前比较普遍的做法是在Hadoop环境下基于Hive构建数据分析系统。但它更适合集群大数据中的批量处理,不适合业务调整发展带来的大数据实时处理需求。提出了一种基于Impala的实时数据分析系统。它可以作为一个很好的补充方案。本文将从系统选型、系统架构、实际应用等方面阐述基于Impala的实时数据分析系统的构建思路和方法。
{"title":"Design of real-time data analysis system based on Impala","authors":"Jingmin Li","doi":"10.1109/WARTIA.2014.6976427","DOIUrl":"https://doi.org/10.1109/WARTIA.2014.6976427","url":null,"abstract":"With the continuous development of Internet technology, from a mass of data real-time, efficient analysis and dig out the valuable information, especially important for enterprises. At present, relatively common practice is built up data analysis system in the Hadoop environment based on Hive. But it is more suitable for the batch processing in large data of clusters, and is not suitable for the real-time processing of large data requirements brought about by the development of the business adjustment. This paper presents a real-time data analysis system based on Impala. It can be used as a good supplement scheme. This paper will explain the thought and method of the construction of the real-time data analysis system based on Impala, from the system selection, system architecture, and practical.","PeriodicalId":288854,"journal":{"name":"2014 IEEE Workshop on Advanced Research and Technology in Industry Applications (WARTIA)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-12-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132702880","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 8
The P2P communication technology research based on Internet of things 基于物联网的P2P通信技术研究
Xiaoyan Cheng, Guoqing Dang
The Internet of things is a new type of network, based on the traditional telecommunication network and the Internet. All the ordinary physical objects in the Internet of things can be addressing, independent and able to access to the network. Internet data center in the whole Internet system plays a central role, is responsible for the control and management of possessions networking physical nodes, thus to build a stable, robust and efficient data center on the Internet of things system is crucial. Excessive dependence on the existing Internet data center service dispatch server, load imbalance and different network environment node cannot direct communication. In this paper, aiming at the existing problem of the data center, P2P communication technology based on Internet of things were studied, we design a P2P network communication mode based on Internet of things.
物联网是在传统电信网和互联网的基础上发展起来的一种新型网络。物联网中的所有普通物理对象都可以寻址、独立并能够接入网络。互联网数据中心在整个互联网系统中起着中心作用,负责控制和管理所有联网物理节点,因此构建一个稳定、健壮、高效的物联网数据中心系统至关重要。对现有互联网数据中心业务调度服务器的过度依赖、负载不均衡和不同网络环境节点无法直接通信。本文针对数据中心存在的问题,对基于物联网的P2P通信技术进行了研究,设计了一种基于物联网的P2P网络通信模式。
{"title":"The P2P communication technology research based on Internet of things","authors":"Xiaoyan Cheng, Guoqing Dang","doi":"10.1109/WARTIA.2014.6976225","DOIUrl":"https://doi.org/10.1109/WARTIA.2014.6976225","url":null,"abstract":"The Internet of things is a new type of network, based on the traditional telecommunication network and the Internet. All the ordinary physical objects in the Internet of things can be addressing, independent and able to access to the network. Internet data center in the whole Internet system plays a central role, is responsible for the control and management of possessions networking physical nodes, thus to build a stable, robust and efficient data center on the Internet of things system is crucial. Excessive dependence on the existing Internet data center service dispatch server, load imbalance and different network environment node cannot direct communication. In this paper, aiming at the existing problem of the data center, P2P communication technology based on Internet of things were studied, we design a P2P network communication mode based on Internet of things.","PeriodicalId":288854,"journal":{"name":"2014 IEEE Workshop on Advanced Research and Technology in Industry Applications (WARTIA)","volume":"121 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-12-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133299714","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 7
Feasibility analysis on the phase change thermal storage heating system of solar energy 太阳能相变蓄热供暖系统的可行性分析
Li Pan
The paper used solar energy for heating in the region where the solar energy was rich combined with paraffin phase change thermal energy storage technology in winter. The paper mainly discussed the technology feasibility on two schemes, using whole year solar energy after storing energy by paraffin in winter heating period and using some colder daytime solar energy in supplying heat after storing energy by paraffin. By computing, the two schemes were feasible in technology. This system would generate more value on energy saving emission reduction if was used in heating system in winter.
本文结合石蜡相变蓄热技术在冬季利用太阳能在太阳能资源丰富的地区进行供热。本文主要探讨了石蜡储能后在冬季采暖期利用全年太阳能和石蜡储能后利用部分较冷的白天太阳能供热两种方案的技术可行性。通过计算,两种方案在技术上是可行的。如果将该系统用于冬季供暖系统,将产生更大的节能减排价值。
{"title":"Feasibility analysis on the phase change thermal storage heating system of solar energy","authors":"Li Pan","doi":"10.1109/WARTIA.2014.6976184","DOIUrl":"https://doi.org/10.1109/WARTIA.2014.6976184","url":null,"abstract":"The paper used solar energy for heating in the region where the solar energy was rich combined with paraffin phase change thermal energy storage technology in winter. The paper mainly discussed the technology feasibility on two schemes, using whole year solar energy after storing energy by paraffin in winter heating period and using some colder daytime solar energy in supplying heat after storing energy by paraffin. By computing, the two schemes were feasible in technology. This system would generate more value on energy saving emission reduction if was used in heating system in winter.","PeriodicalId":288854,"journal":{"name":"2014 IEEE Workshop on Advanced Research and Technology in Industry Applications (WARTIA)","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-12-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134273747","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Structural and electronic distortions in hydrogenated single-walled zigzag carbon nanotubes 氢化单壁之字形碳纳米管的结构和电子畸变
L. Pan, Weiguang Chen, Yanan Tang, Zigang Shen
In this paper, we have investigated hydrogenated single-wall zigzag carbon nanotubes from (7,0) to (11,0) by using pseudopotential-based density functional theory. We found that the structure deformation of configuration follows the way preserving high symmetry as possible. One typical process that two dimer chains along the axis direction separate on CNT is presented. The configuration is more stable as the inter-dimer distance increases. Meanwhile, the carbon bond angles decrease differently due to the hydrogen adsorption site or not, but the C-C band length is insensitive to the dimer chains separation process. The electronic distortions are demonstrated that all configurations show metal behavior for zero interval and the gaps undergo increment with the dimer chains separation increment regardless of tubes chirality, which is related to the hybridization resulting in changing the free electron state and the Fermi level. Furthermore, there is a localized electron distribution behavior difference at hydrogenated carbon site or not.
在本文中,我们利用基于赝势的密度泛函理论研究了从(7,0)到(11,0)的氢化单壁之字形碳纳米管。我们发现构型的结构变形遵循尽可能保持高对称性的方式。介绍了在碳纳米管上两个二聚体链沿轴向分离的典型过程。随着二聚体间距的增加,构型更加稳定。同时,碳键角随氢吸附位点的不同而减小,但C-C波段长度对二聚体链分离过程不敏感。电子畸变表明,所有构型在零区间内都表现出金属行为,并且与电子管手性无关,间隙随二聚体链分离量的增加而增加,这与杂化导致的自由电子态和费米能级的改变有关。此外,在氢化碳位点和非氢化碳位点存在局域电子分布行为差异。
{"title":"Structural and electronic distortions in hydrogenated single-walled zigzag carbon nanotubes","authors":"L. Pan, Weiguang Chen, Yanan Tang, Zigang Shen","doi":"10.1109/WARTIA.2014.6976194","DOIUrl":"https://doi.org/10.1109/WARTIA.2014.6976194","url":null,"abstract":"In this paper, we have investigated hydrogenated single-wall zigzag carbon nanotubes from (7,0) to (11,0) by using pseudopotential-based density functional theory. We found that the structure deformation of configuration follows the way preserving high symmetry as possible. One typical process that two dimer chains along the axis direction separate on CNT is presented. The configuration is more stable as the inter-dimer distance increases. Meanwhile, the carbon bond angles decrease differently due to the hydrogen adsorption site or not, but the C-C band length is insensitive to the dimer chains separation process. The electronic distortions are demonstrated that all configurations show metal behavior for zero interval and the gaps undergo increment with the dimer chains separation increment regardless of tubes chirality, which is related to the hybridization resulting in changing the free electron state and the Fermi level. Furthermore, there is a localized electron distribution behavior difference at hydrogenated carbon site or not.","PeriodicalId":288854,"journal":{"name":"2014 IEEE Workshop on Advanced Research and Technology in Industry Applications (WARTIA)","volume":"59 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-12-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134607446","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The optimization and management research for central heating system 集中供热系统优化与管理研究
Qiang Teng, Wenhuan Wang
With the expansion of urban construction and the user's growing, China's urban heat-supply institution has pay more and more attention to the heating pipe network optimal planning and reconstruction work. The optimization of urban centralized heat supplying system research, not only to save investment, reduce heating energy consumption and improve the enterprise benefit have important meaning, and is the important link to realize safe and reliable heating. Therefore, the optimal planning of heat supply network has important social benefits, is the study of urban heating industry to be solved. In this paper, the central heating system for the evaluation and planning, and put forward the concrete strategy of the central heating system operation management, to improve the operation efficiency of district heating system and the heating enterprise's sustainable development provides a theoretical basis.
随着城市建设规模的扩大和用户的不断增长,中国城市供热机构越来越重视供热管网的优化规划和改造工作。对城市集中供热系统的优化研究,不仅对节约投资、降低供热能耗和提高企业效益具有重要意义,而且是实现供热安全可靠的重要环节。因此,供热网络优化规划具有重要的社会效益,是城市供热行业研究亟待解决的问题。本文对集中供热系统进行了评价和规划,并提出了集中供热系统运行管理的具体策略,为提高集中供热系统的运行效率和供热企业的可持续发展提供了理论依据。
{"title":"The optimization and management research for central heating system","authors":"Qiang Teng, Wenhuan Wang","doi":"10.1109/WARTIA.2014.6976224","DOIUrl":"https://doi.org/10.1109/WARTIA.2014.6976224","url":null,"abstract":"With the expansion of urban construction and the user's growing, China's urban heat-supply institution has pay more and more attention to the heating pipe network optimal planning and reconstruction work. The optimization of urban centralized heat supplying system research, not only to save investment, reduce heating energy consumption and improve the enterprise benefit have important meaning, and is the important link to realize safe and reliable heating. Therefore, the optimal planning of heat supply network has important social benefits, is the study of urban heating industry to be solved. In this paper, the central heating system for the evaluation and planning, and put forward the concrete strategy of the central heating system operation management, to improve the operation efficiency of district heating system and the heating enterprise's sustainable development provides a theoretical basis.","PeriodicalId":288854,"journal":{"name":"2014 IEEE Workshop on Advanced Research and Technology in Industry Applications (WARTIA)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-12-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115366011","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
From the user experience to optimization design in App development process App开发过程中从用户体验到优化设计
Shui Jin, Yanghua Wang
The advent of the mobile Internet era makes people's lives more and more dependent on the network, and users of the App requirements are increasing, not only functional requirements, focusing on ease of use, aesthetic needs, etc., which are each App developers and designers need to consider.
移动互联网时代的到来使得人们的生活越来越依赖于网络,而用户对App的要求也越来越高,不仅仅是功能需求,更侧重于易用性、美观性需求等,这些都是每一个App开发者和设计师需要考虑的。
{"title":"From the user experience to optimization design in App development process","authors":"Shui Jin, Yanghua Wang","doi":"10.1109/WARTIA.2014.6976270","DOIUrl":"https://doi.org/10.1109/WARTIA.2014.6976270","url":null,"abstract":"The advent of the mobile Internet era makes people's lives more and more dependent on the network, and users of the App requirements are increasing, not only functional requirements, focusing on ease of use, aesthetic needs, etc., which are each App developers and designers need to consider.","PeriodicalId":288854,"journal":{"name":"2014 IEEE Workshop on Advanced Research and Technology in Industry Applications (WARTIA)","volume":"163 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-12-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114515474","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A system dynamics model for medical staff allocation in post-Wenchuan earthquake relief 汶川震后救援医务人员配置的系统动力学模型
Huaidong Xie, Renqiao Rao
In May 2008, a 8.0 earthquake struck the city of Wenchuan in Sichuan province, China, causing 69227 people killed, 17923 people missing and 374643 injured. Many medical staff participated in the rescue because of the high casualties in this disaster. In this paper a dynamic system is proposed to assist the relief in Wenchuan earthquake. Based on that, key subsystems are chosen in order to help to put forward some medical advices which are based on the model and helpful for the post-Wenchuan earthquake relief.
2008年5月,中国四川省汶川市发生8.0级地震,造成69227人死亡,17923人失踪,374643人受伤。由于这次灾难伤亡惨重,许多医务人员参加了救援。本文提出了一种辅助汶川地震救援的动力系统。在此基础上,对关键子系统进行了选择,以期为汶川地震灾后救援提出基于模型的医学建议。
{"title":"A system dynamics model for medical staff allocation in post-Wenchuan earthquake relief","authors":"Huaidong Xie, Renqiao Rao","doi":"10.1109/WARTIA.2014.6976258","DOIUrl":"https://doi.org/10.1109/WARTIA.2014.6976258","url":null,"abstract":"In May 2008, a 8.0 earthquake struck the city of Wenchuan in Sichuan province, China, causing 69227 people killed, 17923 people missing and 374643 injured. Many medical staff participated in the rescue because of the high casualties in this disaster. In this paper a dynamic system is proposed to assist the relief in Wenchuan earthquake. Based on that, key subsystems are chosen in order to help to put forward some medical advices which are based on the model and helpful for the post-Wenchuan earthquake relief.","PeriodicalId":288854,"journal":{"name":"2014 IEEE Workshop on Advanced Research and Technology in Industry Applications (WARTIA)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-12-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114813891","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Design of an embedded communication controller based on CAN and Ethernet for substation automation system 基于CAN和以太网的变电站自动化系统嵌入式通信控制器的设计
Liu Yan, Cao Ji-nan
An interlink age design project between CAN and Ethernet for substation communication controller is introduced, analyzing on the model of CAN communication protocols and Ethernet communication protocols, a design method of hardware and software is given. The communication between field devices and monitoring network is carried out. A along-distance monitor and control and date transmission system is established for substation.
介绍了变电站通信控制器CAN与以太网互连的设计方案,分析了CAN通信协议和以太网通信协议的模型,给出了硬件和软件的设计方法。实现了现场设备与监控网络之间的通信。建立了变电站远程监控和数据传输系统。
{"title":"Design of an embedded communication controller based on CAN and Ethernet for substation automation system","authors":"Liu Yan, Cao Ji-nan","doi":"10.1109/WARTIA.2014.6976507","DOIUrl":"https://doi.org/10.1109/WARTIA.2014.6976507","url":null,"abstract":"An interlink age design project between CAN and Ethernet for substation communication controller is introduced, analyzing on the model of CAN communication protocols and Ethernet communication protocols, a design method of hardware and software is given. The communication between field devices and monitoring network is carried out. A along-distance monitor and control and date transmission system is established for substation.","PeriodicalId":288854,"journal":{"name":"2014 IEEE Workshop on Advanced Research and Technology in Industry Applications (WARTIA)","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-12-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123156855","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The scheme based on partial channel state information for the physical layer security 该方案基于部分信道状态信息实现物理层安全
Li-jie Zuo, Weijia Lei, Xianzhong Xie
The physical layer security technology is an effective way to reduce information leakage in a wireless communication system. In this paper, we study the physical-layer security of one-way wiretap channel which contains a source-destination pair, an eavesdropper and multiple cooperating relay nodes. What's more, in this channel, there exists direct link between the source and the destination (eavesdropper) and lacks he eavesdropper's channel state information (ECSI). To address its physical-layer security, we proposed a scheme which combines amplify-and-forward (AF)-based relay beamforming and cooperation jamming (CJ) technology. We aim at minimizing the power available for transmitting desired information in relays and optimizing the relay weights under the scenario of limiting the signal to ratio at the destination to a given range, which can be solved by convex optimization techniques. After that, we prove that the optimization results are unique and globally optimum. And the numerical results show that the proposed design can effectively enhance secure transmission rate.
在无线通信系统中,物理层安全技术是减少信息泄漏的有效途径。本文研究了包含一个源-目的对、一个窃听器和多个协同中继节点的单向窃听信道的物理层安全问题。而且,在该信道中,源端和目的端(窃听方)之间存在直接链接,缺乏窃听方的信道状态信息(ECSI)。为了解决其物理层安全性问题,我们提出了一种结合放大前向(AF)中继波束形成和协同干扰(CJ)技术的方案。我们的目标是在目的地信号比限制在给定范围的情况下,使继电器中传输所需信息的可用功率最小,并优化继电器的权重,这可以用凸优化技术来解决。在此基础上,证明了优化结果的唯一性和全局最优性。仿真结果表明,该设计能有效提高安全传输速率。
{"title":"The scheme based on partial channel state information for the physical layer security","authors":"Li-jie Zuo, Weijia Lei, Xianzhong Xie","doi":"10.1109/WARTIA.2014.6976501","DOIUrl":"https://doi.org/10.1109/WARTIA.2014.6976501","url":null,"abstract":"The physical layer security technology is an effective way to reduce information leakage in a wireless communication system. In this paper, we study the physical-layer security of one-way wiretap channel which contains a source-destination pair, an eavesdropper and multiple cooperating relay nodes. What's more, in this channel, there exists direct link between the source and the destination (eavesdropper) and lacks he eavesdropper's channel state information (ECSI). To address its physical-layer security, we proposed a scheme which combines amplify-and-forward (AF)-based relay beamforming and cooperation jamming (CJ) technology. We aim at minimizing the power available for transmitting desired information in relays and optimizing the relay weights under the scenario of limiting the signal to ratio at the destination to a given range, which can be solved by convex optimization techniques. After that, we prove that the optimization results are unique and globally optimum. And the numerical results show that the proposed design can effectively enhance secure transmission rate.","PeriodicalId":288854,"journal":{"name":"2014 IEEE Workshop on Advanced Research and Technology in Industry Applications (WARTIA)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-12-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125038291","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Fingers' movement analysis based on Labanotation 基于Labanotation的手指运动分析
Liu Laiyang, Guo Junjun
Fingers' movement plays an important role in sign language, and this papers will have an analysis about it, we Collected a lot of data sequences about fingers' movement in sign language vocabulary through the data glove and each vocabulary in sign language need to collect several times. Then save and name these data sequences with the corresponding vocabulary in sign language, in order to reduce the effect of deviation on the data and find out the best data sequence for each vocabulary to represent the corresponding fingers movements, we use Dynamic Time Warping distance as the measurement of the similarity of two data sequences. For each sequence of finger movement, choose the sequence which has the closest DTW distance with others. Then transform Labanotation to the finger movement with these data sequences. Not only this research can benefit the theoretical research of Kinesiology, but also it can provide scientific basis for digital simulation on sign language.
手指的运动在手语中起着重要的作用,本文将对其进行分析,我们通过数据手套收集了大量关于手势词汇中手指运动的数据序列,每个手势词汇都需要多次收集。然后将这些数据序列用相应的手语词汇进行保存和命名,为了减少偏差对数据的影响,找出每个词汇代表对应手指动作的最佳数据序列,我们使用动态时间扭曲距离作为两个数据序列相似性的度量。对于每个手指运动序列,选择与其他序列DTW距离最近的序列。然后用这些数据序列将Labanotation转换为手指运动。该研究不仅有利于运动机能学的理论研究,也为手语的数字仿真提供了科学依据。
{"title":"Fingers' movement analysis based on Labanotation","authors":"Liu Laiyang, Guo Junjun","doi":"10.1109/WARTIA.2014.6976523","DOIUrl":"https://doi.org/10.1109/WARTIA.2014.6976523","url":null,"abstract":"Fingers' movement plays an important role in sign language, and this papers will have an analysis about it, we Collected a lot of data sequences about fingers' movement in sign language vocabulary through the data glove and each vocabulary in sign language need to collect several times. Then save and name these data sequences with the corresponding vocabulary in sign language, in order to reduce the effect of deviation on the data and find out the best data sequence for each vocabulary to represent the corresponding fingers movements, we use Dynamic Time Warping distance as the measurement of the similarity of two data sequences. For each sequence of finger movement, choose the sequence which has the closest DTW distance with others. Then transform Labanotation to the finger movement with these data sequences. Not only this research can benefit the theoretical research of Kinesiology, but also it can provide scientific basis for digital simulation on sign language.","PeriodicalId":288854,"journal":{"name":"2014 IEEE Workshop on Advanced Research and Technology in Industry Applications (WARTIA)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-12-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121070895","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
期刊
2014 IEEE Workshop on Advanced Research and Technology in Industry Applications (WARTIA)
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1