首页 > 最新文献

2010 Second International Conference on Information Technology and Computer Science最新文献

英文 中文
Performance Evaluation by Ant Colony Algorithm 基于蚁群算法的性能评价
Jianfeng Chen, Jinzhao Wu
Besides traditional verification of system functions, performance evaluation in modern hardware and software systems has received extensive attention. Performance evaluation aims at obtaining quantitative measures of the system to test whether reliability-related properties are warranted. In this paper, model of the system is expressed in the form of IMC, a mixed model for describing both action-based and state-based systems. And by converting performance properties of the system into aCSL formulae, we can formally verify them by model checking. To accelerate the process of IMC performance evaluation, a modified version of ant colony algorithm is proposed in the paper. Compared with other numerical methods, the ant colony algorithm reduces unnecessary model elements and the execution efficiency is largely improved to tackle more complex system performance evaluation problems.
除了传统的系统功能验证之外,现代硬件和软件系统的性能评估也受到了广泛的关注。性能评估的目的是获得系统的定量度量,以测试与可靠性相关的特性是否得到保证。在本文中,系统的模型以IMC的形式表示,这是一种描述基于动作和基于状态的系统的混合模型。并将系统的性能属性转化为aCSL公式,通过模型检验进行形式化验证。为了加快IMC性能评估的过程,本文提出了一种改进的蚁群算法。与其他数值方法相比,蚁群算法减少了不必要的模型元素,大大提高了执行效率,可以解决更复杂的系统性能评估问题。
{"title":"Performance Evaluation by Ant Colony Algorithm","authors":"Jianfeng Chen, Jinzhao Wu","doi":"10.1109/ITCS.2010.40","DOIUrl":"https://doi.org/10.1109/ITCS.2010.40","url":null,"abstract":"Besides traditional verification of system functions, performance evaluation in modern hardware and software systems has received extensive attention. Performance evaluation aims at obtaining quantitative measures of the system to test whether reliability-related properties are warranted. In this paper, model of the system is expressed in the form of IMC, a mixed model for describing both action-based and state-based systems. And by converting performance properties of the system into aCSL formulae, we can formally verify them by model checking. To accelerate the process of IMC performance evaluation, a modified version of ant colony algorithm is proposed in the paper. Compared with other numerical methods, the ant colony algorithm reduces unnecessary model elements and the execution efficiency is largely improved to tackle more complex system performance evaluation problems.","PeriodicalId":340471,"journal":{"name":"2010 Second International Conference on Information Technology and Computer Science","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125549780","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
Study on the Model of CPI Prediction Based on BP Neural Network
Hu Wang, Gengyao Fan
Through literature consulting and correlation analysis, this paper selects seven important indicators which have close relation with CPI. Then on the basis of neural network theory and MATLAB neural network toolbox, this paper constructs a CPI prediction model. Finally, by using test samples to make a emulate experiment, the simulation result indicates that the model is feasible and effectual.
通过文献查阅和相关分析,本文选取了与CPI关系密切的7个重要指标。然后在神经网络理论和MATLAB神经网络工具箱的基础上,构建CPI预测模型。最后,通过测试样本进行仿真实验,仿真结果表明了该模型的可行性和有效性。
{"title":"Study on the Model of CPI Prediction Based on BP Neural Network","authors":"Hu Wang, Gengyao Fan","doi":"10.1109/ITCS.2010.147","DOIUrl":"https://doi.org/10.1109/ITCS.2010.147","url":null,"abstract":"Through literature consulting and correlation analysis, this paper selects seven important indicators which have close relation with CPI. Then on the basis of neural network theory and MATLAB neural network toolbox, this paper constructs a CPI prediction model. Finally, by using test samples to make a emulate experiment, the simulation result indicates that the model is feasible and effectual.","PeriodicalId":340471,"journal":{"name":"2010 Second International Conference on Information Technology and Computer Science","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126637969","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
Application on the All-electronic Execution Unit for Railway Signaling 铁路信号全电子执行单元的应用
T. He
Interlocking system is the key equipment of railway signaling. New-type all-electronic execution unit (AEEU) for computer interlocking system is introduced. As an example of AEEU, characters and fail-safety of DC switches execution module is discussed in detail. Then some advantages of AEEU are emphasized such as reliable, a little space equipment, powerful function, building a network conveniently, easy to maintain, automatic protection while short circuit happened and so on. At the end part of paper, application on AEEU is introduced briefly.
联锁系统是铁路信号系统的关键设备。介绍了计算机联锁系统的新型全电子执行单元(AEEU)。以AEEU为例,详细讨论了直流开关执行模块的特点和故障安全性。重点介绍了AEEU的可靠性、设备占用空间小、功能强大、组网方便、维护方便、发生短路自动保护等优点。论文最后简要介绍了该技术在AEEU上的应用。
{"title":"Application on the All-electronic Execution Unit for Railway Signaling","authors":"T. He","doi":"10.1109/ITCS.2010.144","DOIUrl":"https://doi.org/10.1109/ITCS.2010.144","url":null,"abstract":"Interlocking system is the key equipment of railway signaling. New-type all-electronic execution unit (AEEU) for computer interlocking system is introduced. As an example of AEEU, characters and fail-safety of DC switches execution module is discussed in detail. Then some advantages of AEEU are emphasized such as reliable, a little space equipment, powerful function, building a network conveniently, easy to maintain, automatic protection while short circuit happened and so on. At the end part of paper, application on AEEU is introduced briefly.","PeriodicalId":340471,"journal":{"name":"2010 Second International Conference on Information Technology and Computer Science","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121400533","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
Incentive Mechanism Based on Game Theory in P2P Networks 基于博弈论的P2P网络激励机制研究
Chunzhi Wang, Li Chen, Hongwe Chen, Ke Zhou
Because of nodes in P2P networks are self-organization, part of nodes in P2P networks appear selfish and P2P sharing of network resources do not achieve the desired efficiency. This paper presents an incentive mechanism based on game theory integrate with Mixed Strategy Nash Equilibrium, it is used to detect selfish nodes in P2P networks and urge them to join the network nodes consciously. Finally, this incentive mechanism is verified to be availability with simulation tools named Gambit.
由于P2P网络中的节点是自组织的,部分节点表现出自私自利的特点,网络资源的P2P共享无法达到预期的效率。本文提出了一种基于博弈论和混合策略纳什均衡相结合的激励机制,用于检测P2P网络中的自私节点,并促使其有意识地加入网络节点。最后,利用仿真工具Gambit验证了该激励机制的有效性。
{"title":"Incentive Mechanism Based on Game Theory in P2P Networks","authors":"Chunzhi Wang, Li Chen, Hongwe Chen, Ke Zhou","doi":"10.1109/ITCS.2010.53","DOIUrl":"https://doi.org/10.1109/ITCS.2010.53","url":null,"abstract":"Because of nodes in P2P networks are self-organization, part of nodes in P2P networks appear selfish and P2P sharing of network resources do not achieve the desired efficiency. This paper presents an incentive mechanism based on game theory integrate with Mixed Strategy Nash Equilibrium, it is used to detect selfish nodes in P2P networks and urge them to join the network nodes consciously. Finally, this incentive mechanism is verified to be availability with simulation tools named Gambit.","PeriodicalId":340471,"journal":{"name":"2010 Second International Conference on Information Technology and Computer Science","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122465752","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
A Framework of E-HRM Information Systems in Fashion Enterprise 服装企业E-HRM信息系统框架
Xin-long Ma
The fashion enterprise has faced more and faster changes in recent years due to the different requirements of customers and the variations of global economic environments. For leaders of these enterprises, they must make decision on correct strategies to keep competitiveness in such complex networked environment. E-HRM is the application of information technology for both networking and supporting at least two individual or collective actors in their shared performing of HR activities. Fashion enterprise could make better use of their human capital through E-HRM information system. The development of strategic E-HRM information systems in fashion enterprise is studied in this paper and the architecture is also discussed here.
近年来,由于顾客需求的不同和全球经济环境的变化,服装企业面临着越来越多、越来越快的变化。对于这些企业的领导者来说,要在如此复杂的网络环境中保持竞争力,就必须做出正确的战略决策。电子人力资源管理是信息技术的应用,用于联网和支持至少两个个人或集体参与者共同执行人力资源活动。通过E-HRM信息系统,服装企业可以更好地利用人力资本。本文研究了服装企业战略性电子人力资源管理信息系统的开发,并对其体系结构进行了讨论。
{"title":"A Framework of E-HRM Information Systems in Fashion Enterprise","authors":"Xin-long Ma","doi":"10.1109/ITCS.2010.81","DOIUrl":"https://doi.org/10.1109/ITCS.2010.81","url":null,"abstract":"The fashion enterprise has faced more and faster changes in recent years due to the different requirements of customers and the variations of global economic environments. For leaders of these enterprises, they must make decision on correct strategies to keep competitiveness in such complex networked environment. E-HRM is the application of information technology for both networking and supporting at least two individual or collective actors in their shared performing of HR activities. Fashion enterprise could make better use of their human capital through E-HRM information system. The development of strategic E-HRM information systems in fashion enterprise is studied in this paper and the architecture is also discussed here.","PeriodicalId":340471,"journal":{"name":"2010 Second International Conference on Information Technology and Computer Science","volume":"84 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132944039","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: 6
Processing Method of Optical Grating Scale Output Signal 光栅刻度输出信号的处理方法
Xiwei Yang, Tianxiao Yang, Huazhong Jin, Z. Ye
When designing the water level measuring instrument, incremental optical grating scale is used as position sensor. Since the water level must be measured repeatedly and continuously, cumulative error of measuring is the critical issue. Using asynchronous sequential logic circuit-level design approach, abstracting signal timing diagram from various moments of changing direction, designing of incentive state and output function expression and writing the expression to a programmable device, a grating scale processing circuit can be constructed. The water level measuring instrument based on this circuit is running perfectly on the model of Yangtze River flood proofing, indicating no cumulative errors are produced. The device can also be used for optical encoder position measurement and other measurements.
在设计水位测量仪时,采用增量光栅比例尺作为位置传感器。由于水位必须反复连续测量,因此测量的累积误差是一个关键问题。采用异步时序逻辑电路级设计方法,从各个变向时刻提取信号时序图,设计激励状态和输出函数表达式,并将表达式写入可编程器件,构建光栅标度处理电路。基于该电路的水位测量仪在长江防洪模型上运行良好,没有产生累积误差。该装置还可用于光学编码器的位置测量和其他测量。
{"title":"Processing Method of Optical Grating Scale Output Signal","authors":"Xiwei Yang, Tianxiao Yang, Huazhong Jin, Z. Ye","doi":"10.1109/ITCS.2010.102","DOIUrl":"https://doi.org/10.1109/ITCS.2010.102","url":null,"abstract":"When designing the water level measuring instrument, incremental optical grating scale is used as position sensor. Since the water level must be measured repeatedly and continuously, cumulative error of measuring is the critical issue. Using asynchronous sequential logic circuit-level design approach, abstracting signal timing diagram from various moments of changing direction, designing of incentive state and output function expression and writing the expression to a programmable device, a grating scale processing circuit can be constructed. The water level measuring instrument based on this circuit is running perfectly on the model of Yangtze River flood proofing, indicating no cumulative errors are produced. The device can also be used for optical encoder position measurement and other measurements.","PeriodicalId":340471,"journal":{"name":"2010 Second International Conference on Information Technology and Computer Science","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134228380","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: 3
A Multidimensional Evaluation Model Study on Information System from E-commerce Perspective 电子商务视角下的信息系统多维评价模型研究
Song Wang, Xinmin Liu, Fang Li
The rapid development of information technology and E-commerce proposes new requirements for enterprise’s information construction and the suitable evaluation of existing information system (IS) is the important step for that process. In this paper, treating the E-commerce application requirements as the starting points, the author extracts the main factors affecting the IS evaluation from the dimensions of reliability, coordination and integration. Then a multidimensional evaluation model is established using entropy weight method and ideal point method. Finally, the application of the model is discussed.
信息技术和电子商务的飞速发展对企业信息化建设提出了新的要求,而对现有信息系统的合理评价是企业信息化建设的重要环节。本文以电子商务应用需求为出发点,从可靠性、协调性和集成度三个维度提取影响信息系统评价的主要因素。然后利用熵权法和理想点法建立了多维评价模型。最后,对模型的应用进行了讨论。
{"title":"A Multidimensional Evaluation Model Study on Information System from E-commerce Perspective","authors":"Song Wang, Xinmin Liu, Fang Li","doi":"10.1109/ITCS.2010.113","DOIUrl":"https://doi.org/10.1109/ITCS.2010.113","url":null,"abstract":"The rapid development of information technology and E-commerce proposes new requirements for enterprise’s information construction and the suitable evaluation of existing information system (IS) is the important step for that process. In this paper, treating the E-commerce application requirements as the starting points, the author extracts the main factors affecting the IS evaluation from the dimensions of reliability, coordination and integration. Then a multidimensional evaluation model is established using entropy weight method and ideal point method. Finally, the application of the model is discussed.","PeriodicalId":340471,"journal":{"name":"2010 Second International Conference on Information Technology and Computer Science","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130374377","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
An Automatic Carving Method for RAR File Based on Content and Structure 一种基于内容和结构的RAR文件自动雕刻方法
Yingjie Wei, Ning Zheng, Ming Xu
File carving is a digital forensic technique. It aims to reconstitute a file from unstructured data sources with no knowledge of the file system. This paper presents an automatically carving method for RAR files. Since RAR is one of the most popular archive formats,and it is widely used on the digital devices to package data for transport or storage. It is important for forensic investigation to obtain the information of RAR files. We apply mapping function to locate the header and footer of an archived file, utilize the distance between the header and footer of an archived file to determine whether the archived file is fragmented, and apply enumeration to reassemble bi-fragmentation of an archived file. Finally we validate the integrity of archived file and RAR file, repairing RAR files which miss header or footer. Based on artificial data and real world data, experiments show our method can automatically carve continuous and fragmented RAR files. Moreover, the comparative experiments demonstrate that this method is better than other’s in accurateness and effectiveness.
文件雕刻是一种数字取证技术。它的目的是在不了解文件系统的情况下从非结构化数据源重新构造文件。本文提出了一种自动雕刻RAR文件的方法。由于RAR是最流行的归档格式之一,它被广泛应用于数字设备上,用于打包数据以进行传输或存储。获取RAR档案信息对司法调查具有重要意义。我们应用映射函数定位归档文件的页眉和页脚,利用归档文件页眉和页脚之间的距离判断归档文件是否分片,并应用枚举对归档文件的双分片进行重组。最后验证归档文件和RAR文件的完整性,修复丢失页眉或页脚的RAR文件。基于人工数据和真实数据,实验表明该方法可以自动雕刻连续和碎片化的RAR文件。对比实验表明,该方法在准确性和有效性方面优于其他方法。
{"title":"An Automatic Carving Method for RAR File Based on Content and Structure","authors":"Yingjie Wei, Ning Zheng, Ming Xu","doi":"10.1109/ITCS.2010.23","DOIUrl":"https://doi.org/10.1109/ITCS.2010.23","url":null,"abstract":"File carving is a digital forensic technique. It aims to reconstitute a file from unstructured data sources with no knowledge of the file system. This paper presents an automatically carving method for RAR files. Since RAR is one of the most popular archive formats,and it is widely used on the digital devices to package data for transport or storage. It is important for forensic investigation to obtain the information of RAR files. We apply mapping function to locate the header and footer of an archived file, utilize the distance between the header and footer of an archived file to determine whether the archived file is fragmented, and apply enumeration to reassemble bi-fragmentation of an archived file. Finally we validate the integrity of archived file and RAR file, repairing RAR files which miss header or footer. Based on artificial data and real world data, experiments show our method can automatically carve continuous and fragmented RAR files. Moreover, the comparative experiments demonstrate that this method is better than other’s in accurateness and effectiveness.","PeriodicalId":340471,"journal":{"name":"2010 Second International Conference on Information Technology and Computer Science","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114468279","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: 5
A WSN-Based Experiment Platform for Monitoring 基于无线网络的监测实验平台
Deng Chen, Chen Yiping, Song Wanqing
Wireless Sensor Networks(WSNs) have been widely discussed in many applications. But a key design challenge is to solve power consumption, the reliability of radio communication and self-organizing of network. This paper proposes a design scheme of wireless sensor networks node architecture, builds a computer monitoring platform for experimenting with several of these nodes and designs a flexible PC-monitoring program. The design of a wireless sensor node adopts low power sensors, microcontroller and a Zigbee-based wireless transceiver, the server is based on .Net Framework architecture with database supported. The platform realizes such functions as network monitoring, collection and storage of required data, and so on. The prototyping results verify that our ideas are practical and feasible.
无线传感器网络(WSNs)在许多应用中得到了广泛的讨论。但解决功耗、无线通信的可靠性和网络的自组织是一个关键的设计难题。本文提出了一种无线传感器网络节点体系结构的设计方案,搭建了一个计算机监控平台,对其中的几个节点进行了实验,并设计了一个灵活的pc监控程序。本设计的无线传感器节点采用低功耗传感器、单片机和基于zigbee的无线收发器,服务器端采用。net Framework架构,支持数据库。该平台实现了网络监控、所需数据的采集和存储等功能。原型设计的结果验证了我们的想法是切实可行的。
{"title":"A WSN-Based Experiment Platform for Monitoring","authors":"Deng Chen, Chen Yiping, Song Wanqing","doi":"10.1109/ITCS.2010.111","DOIUrl":"https://doi.org/10.1109/ITCS.2010.111","url":null,"abstract":"Wireless Sensor Networks(WSNs) have been widely discussed in many applications. But a key design challenge is to solve power consumption, the reliability of radio communication and self-organizing of network. This paper proposes a design scheme of wireless sensor networks node architecture, builds a computer monitoring platform for experimenting with several of these nodes and designs a flexible PC-monitoring program. The design of a wireless sensor node adopts low power sensors, microcontroller and a Zigbee-based wireless transceiver, the server is based on .Net Framework architecture with database supported. The platform realizes such functions as network monitoring, collection and storage of required data, and so on. The prototyping results verify that our ideas are practical and feasible.","PeriodicalId":340471,"journal":{"name":"2010 Second International Conference on Information Technology and Computer Science","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124215918","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: 5
Higher Order Spectra Analysis of EEG Signals in Emotional Stress States 情绪应激状态下脑电图信号的高阶谱分析
S. A. Hosseini, M. Khalilzadeh, M. Naghibi-Sistani, V. Niazmand
This paper proposes an emotional stress recognition system with EEG signals using higher order spectra (HOS). A visual induction based acquisition protocol is designed for recording the EEG signals in five channels (FP1, FP2, T3, T4 and Pz) under two emotional stress states of participants, Calm neutral and Negatively exited. After pre-processing the signals, higher order spectra are employed to extract the features for classifying human emotions. We used Genetic Algorithm for optimum features selection for the classifier. Using the SVM classifier, our study achieved an average accuracy of 82% for the two-abovementioned emotional stress states. We concluded that HOS analysis could be an accurate tool in the assessment of human emotional stress states. We achieved to same results compared to our previous studies.
提出了一种基于高阶谱(HOS)的脑电信号情绪应激识别系统。设计了一种基于视觉感应的采集方案,记录被试在平静中性和负向兴奋两种情绪应激状态下FP1、FP2、T3、T4和Pz 5个通道的脑电信号。在对信号进行预处理后,利用高阶谱提取特征进行情感分类。我们使用遗传算法对分类器进行最优特征选择。使用SVM分类器,我们的研究对上述两种情绪压力状态的平均准确率达到82%。我们认为,HOS分析可以作为评估人类情绪应激状态的准确工具。与以前的研究相比,我们取得了相同的结果。
{"title":"Higher Order Spectra Analysis of EEG Signals in Emotional Stress States","authors":"S. A. Hosseini, M. Khalilzadeh, M. Naghibi-Sistani, V. Niazmand","doi":"10.1109/ITCS.2010.21","DOIUrl":"https://doi.org/10.1109/ITCS.2010.21","url":null,"abstract":"This paper proposes an emotional stress recognition system with EEG signals using higher order spectra (HOS). A visual induction based acquisition protocol is designed for recording the EEG signals in five channels (FP1, FP2, T3, T4 and Pz) under two emotional stress states of participants, Calm neutral and Negatively exited. After pre-processing the signals, higher order spectra are employed to extract the features for classifying human emotions. We used Genetic Algorithm for optimum features selection for the classifier. Using the SVM classifier, our study achieved an average accuracy of 82% for the two-abovementioned emotional stress states. We concluded that HOS analysis could be an accurate tool in the assessment of human emotional stress states. We achieved to same results compared to our previous studies.","PeriodicalId":340471,"journal":{"name":"2010 Second International Conference on Information Technology and Computer Science","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125880674","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: 87
期刊
2010 Second International Conference on Information Technology and Computer Science
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