首页 > 最新文献

2017 International Conference on Network and Information Systems for Computers (ICNISC)最新文献

英文 中文
Mobility Innovation through an Efficient Mobile System for Bike Sharing on Campus 通过高效的校园自行车共享移动系统实现交通创新
Haibo Yi, Zhe Nie
Many Chinese cities have been experiencing severe pollution. To reduce the environmental impacts of transport pollution and purse sustainable developments of society, many cites in China have adopted transport policies that primarily aim to reduction in ownership and usage of motor vehicles and promote use of public transport. The primary solution should be the development of mass public transit systems, e.g. public bike rental systems. Public bike rental systems have received increasing attention in recent years with initiatives to increase public transport usage and lessen the environmental impacts. However, most of the universities in China are located in the suburbs. The limited coverage of public bike rental systems and transportation network offers college students limited access to public transit systems. We design an efficient mobile system for bike sharing on campus, with the aim of improving travel conditions for students at institutions of higher education. The bike sharing system includes two parts, i.e. client and server. Client is designed based on Android system and server is designed based on Openstack cloud computing system. The bike sharing system can bring information of bike sharing and entertainment together from diverse sources on campus in a uniform way. The bike sharing system provides a consistent look and feel with access control and procedures for multiple applications and databases of bike sharing and entertainment. We divide the bike sharing system into five functional modules, i.e. login module, lessor module, lessee module and administrator module. By integrating the designs of four modules, we use Eclipse and MySQL to implement the bike sharing system based on Android.
中国许多城市一直在经历严重的污染。为了减少交通污染对环境的影响,促进社会的可持续发展,中国许多城市都采取了以减少机动车拥有量和使用量、促进公共交通为主要目标的交通政策。主要的解决方案应该是发展公共交通系统,例如公共自行车租赁系统。近年来,公共自行车租赁系统受到越来越多的关注,旨在增加公共交通的使用,减少对环境的影响。然而,中国的大多数大学都位于郊区。由于公共自行车租赁系统和交通网络的覆盖范围有限,大学生使用公共交通系统的机会有限。我们设计了一个高效的校园自行车共享移动系统,旨在改善高等教育机构学生的出行条件。共享单车系统包括客户端和服务器两部分。客户端基于Android系统设计,服务器端基于Openstack云计算系统设计。共享单车系统可以统一地将校园内不同来源的共享单车信息和娱乐信息整合在一起。共享单车系统为共享单车和娱乐的多个应用程序和数据库提供了一致的外观和感觉,包括访问控制和程序。我们将共享单车系统划分为五个功能模块,分别是登录模块、出租人模块、承租人模块和管理员模块。通过整合四个模块的设计,我们使用Eclipse和MySQL实现了基于Android的共享单车系统。
{"title":"Mobility Innovation through an Efficient Mobile System for Bike Sharing on Campus","authors":"Haibo Yi, Zhe Nie","doi":"10.1109/ICNISC.2017.00040","DOIUrl":"https://doi.org/10.1109/ICNISC.2017.00040","url":null,"abstract":"Many Chinese cities have been experiencing severe pollution. To reduce the environmental impacts of transport pollution and purse sustainable developments of society, many cites in China have adopted transport policies that primarily aim to reduction in ownership and usage of motor vehicles and promote use of public transport. The primary solution should be the development of mass public transit systems, e.g. public bike rental systems. Public bike rental systems have received increasing attention in recent years with initiatives to increase public transport usage and lessen the environmental impacts. However, most of the universities in China are located in the suburbs. The limited coverage of public bike rental systems and transportation network offers college students limited access to public transit systems. We design an efficient mobile system for bike sharing on campus, with the aim of improving travel conditions for students at institutions of higher education. The bike sharing system includes two parts, i.e. client and server. Client is designed based on Android system and server is designed based on Openstack cloud computing system. The bike sharing system can bring information of bike sharing and entertainment together from diverse sources on campus in a uniform way. The bike sharing system provides a consistent look and feel with access control and procedures for multiple applications and databases of bike sharing and entertainment. We divide the bike sharing system into five functional modules, i.e. login module, lessor module, lessee module and administrator module. By integrating the designs of four modules, we use Eclipse and MySQL to implement the bike sharing system based on Android.","PeriodicalId":429511,"journal":{"name":"2017 International Conference on Network and Information Systems for Computers (ICNISC)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127139535","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: 4
Fuzzy TOPSIS Approach Based on Axiomatic Fuzzy Set for Assessing Thermal-Energy Storage in Concentrated Solar Power (CSP) Systems 基于公理模糊集的模糊TOPSIS法评价聚光太阳能系统的蓄热能力
Lili Tao, Yun-Ying Dong, Li Qi, Siyang Lv
In classical TOPSIS method, the criteria values and criteria weights are known precisely. However, the values of some criteria are often vague in real-life situation, and it expressed only by exact numerical values is inadequate, the application of linguistic variables or fuzzy terms in decision making is deemed to be relevant. Therefore, the aim of this paper is to develop a fuzzy TOPSIS method to deal with above multiple criteria decision making(MCDM) problems. Here, the linguistic variables are represented by membership degrees applying the axiomatic fuzzy set (AFS) theory, then the application of TOPSIS approach is extended. In addition, the semantic interpretations are provided for the decision results by AFS theory. The proposed method is used to assess thermal-energy storage in concentrated solar power (CSP) systems.
在经典的TOPSIS方法中,准则值和准则权值是精确已知的。然而,一些标准的值在现实生活中往往是模糊的,仅用精确的数值表示是不够的,在决策中应用语言变量或模糊术语被认为是相关的。因此,本文的目的是发展一种模糊TOPSIS方法来处理上述多准则决策问题。本文应用公理模糊集(AFS)理论,将语言变量用隶属度表示,扩展了TOPSIS方法的应用。此外,利用AFS理论对决策结果进行了语义解释。该方法被用于评估聚光太阳能(CSP)系统的热能储存。
{"title":"Fuzzy TOPSIS Approach Based on Axiomatic Fuzzy Set for Assessing Thermal-Energy Storage in Concentrated Solar Power (CSP) Systems","authors":"Lili Tao, Yun-Ying Dong, Li Qi, Siyang Lv","doi":"10.1109/ICNISC.2017.00041","DOIUrl":"https://doi.org/10.1109/ICNISC.2017.00041","url":null,"abstract":"In classical TOPSIS method, the criteria values and criteria weights are known precisely. However, the values of some criteria are often vague in real-life situation, and it expressed only by exact numerical values is inadequate, the application of linguistic variables or fuzzy terms in decision making is deemed to be relevant. Therefore, the aim of this paper is to develop a fuzzy TOPSIS method to deal with above multiple criteria decision making(MCDM) problems. Here, the linguistic variables are represented by membership degrees applying the axiomatic fuzzy set (AFS) theory, then the application of TOPSIS approach is extended. In addition, the semantic interpretations are provided for the decision results by AFS theory. The proposed method is used to assess thermal-energy storage in concentrated solar power (CSP) systems.","PeriodicalId":429511,"journal":{"name":"2017 International Conference on Network and Information Systems for Computers (ICNISC)","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123532576","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
Exposing Image Forgery Using Lambert Model and Shadows 揭露图像伪造使用兰伯特模型和阴影
Y. Hou, H. Ge, S. Fang, Cai-Xia Xu
In view of the rapid development of the modern science and technology, image processing technology is also widely used in various fields. More and more digital images are tampered, which brings a lot of difficulties and troubles. This paper analyzes the shadows of objects which are produced by the point light source or the line light source, and makes a preliminary judgment by calculating the grey level. Based on Lambert illumination model and optical properties of consistency, this paper proposes a new technique to judge whether an image is tampered or not. At last, the experimental results are obtained by analyzing the shadows of a lot of images.
鉴于现代科学技术的飞速发展,图像处理技术也被广泛应用于各个领域。越来越多的数字图像被篡改,这带来了许多困难和麻烦。本文对点光源和线光源产生的物体阴影进行了分析,并通过计算灰度值进行了初步判断。基于朗伯特照明模型和一致性光学特性,提出了一种判断图像是否被篡改的新方法。最后,通过对大量图像的阴影进行分析,得到了实验结果。
{"title":"Exposing Image Forgery Using Lambert Model and Shadows","authors":"Y. Hou, H. Ge, S. Fang, Cai-Xia Xu","doi":"10.1109/ICNISC.2017.00065","DOIUrl":"https://doi.org/10.1109/ICNISC.2017.00065","url":null,"abstract":"In view of the rapid development of the modern science and technology, image processing technology is also widely used in various fields. More and more digital images are tampered, which brings a lot of difficulties and troubles. This paper analyzes the shadows of objects which are produced by the point light source or the line light source, and makes a preliminary judgment by calculating the grey level. Based on Lambert illumination model and optical properties of consistency, this paper proposes a new technique to judge whether an image is tampered or not. At last, the experimental results are obtained by analyzing the shadows of a lot of images.","PeriodicalId":429511,"journal":{"name":"2017 International Conference on Network and Information Systems for Computers (ICNISC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128797720","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
Improved Method for Frequency Estimation of Chirp Sequence Burst Signals 一种改进的啁啾序列突发信号频率估计方法
Jianmei Dai, Huafang Geng
This article discusses the selection of training sequence of burst signals, and analyzes the possibility of synchronous reference sequence for chirp signal as the burst signal; this article takes the burst signal of superposition chirp sequence as its research objective, combines the characteristics of time-frequency concentration of chirp signal, and completes the signal initial frequency estimation based on variable-sampling MFT; in the perspective to further improve the estimated accuracy of MFT to frequency offset and frequency offset primary change rate, this article completes the parameter estimation of received signals based on Music algorithm; finally the systematic analyses of Music algorithm performance is conducted under the conditions of different SNR or different frequency offsets or different frequency offset change rates. The simulation results prove that the parameter estimation method based on Music algorithm does improve the resolution ratio effectively and reduce the errors.
讨论了突发信号训练序列的选择,分析了同步参考序列作为突发信号的可能性;本文以叠加啁啾序列的突发信号为研究对象,结合啁啾信号时频集中的特点,完成了基于变采样MFT的信号初始频率估计;为了进一步提高MFT对频偏和频偏初级变化率的估计精度,本文完成了基于Music算法的接收信号参数估计;最后系统分析了不同信噪比、不同频偏、不同频偏变化率条件下Music算法的性能。仿真结果表明,基于Music算法的参数估计方法能有效提高分辨率,减小误差。
{"title":"Improved Method for Frequency Estimation of Chirp Sequence Burst Signals","authors":"Jianmei Dai, Huafang Geng","doi":"10.1109/ICNISC.2017.00023","DOIUrl":"https://doi.org/10.1109/ICNISC.2017.00023","url":null,"abstract":"This article discusses the selection of training sequence of burst signals, and analyzes the possibility of synchronous reference sequence for chirp signal as the burst signal; this article takes the burst signal of superposition chirp sequence as its research objective, combines the characteristics of time-frequency concentration of chirp signal, and completes the signal initial frequency estimation based on variable-sampling MFT; in the perspective to further improve the estimated accuracy of MFT to frequency offset and frequency offset primary change rate, this article completes the parameter estimation of received signals based on Music algorithm; finally the systematic analyses of Music algorithm performance is conducted under the conditions of different SNR or different frequency offsets or different frequency offset change rates. The simulation results prove that the parameter estimation method based on Music algorithm does improve the resolution ratio effectively and reduce the errors.","PeriodicalId":429511,"journal":{"name":"2017 International Conference on Network and Information Systems for Computers (ICNISC)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126298504","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
Efficient VM Memory Balancing Algorithm Design and Implementation 高效虚拟机内存均衡算法的设计与实现
Fang Liu, B. A. Hassoon
A common strategy to manage memory resources of VMs under changing workloads is Dynamic VM memory management via hotplug. However, in order to estimate the VM working set size, most researchers are utilizing approaches that rely on kernel instrumentation but this most often results to high runtime overhead. This will result in system administrate to exercise a tradeoff between the estimate accuracy and system performance. The novelty of this work is to present a light weight accurate and transparent prediction algorithm for re-balancing memory resources among VMs. Experiments result attained on Dacapo and SPECjvm2008 from renowned benchmarks shows that with only 4% performance overhead our proposed method is capable of accurately adjusting virtual machine memory size on its real time requirements, and improve application performance in the virtual machine more than 10% better when virtual machine has 2 CPUs and 20% better when it has 4 CPUs. In case there is no free memory available our proposed method will try first to use host's free memory but if there is no free memory, it starts memory over-commitment for a fixed duration to help the requested VM complete its task.
在不断变化的工作负载下管理虚拟机内存资源的常用策略是通过热插拔进行动态虚拟机内存管理。然而,为了估计VM工作集的大小,大多数研究人员都使用依赖于内核插装的方法,但这通常会导致高运行时开销。这将导致系统管理员在估计准确性和系统性能之间进行权衡。这项工作的新颖之处在于提出了一种轻量级、准确和透明的预测算法,用于vm之间的内存资源重新平衡。在Dacapo和SPECjvm2008上获得的实验结果表明,我们提出的方法仅需要4%的性能开销就可以根据虚拟机的实时需求准确地调整虚拟机的内存大小,当虚拟机有2个cpu时,应用程序性能提高10%以上,当虚拟机有4个cpu时,应用程序性能提高20%以上。如果没有可用的空闲内存,我们建议的方法将首先尝试使用主机的空闲内存,但是如果没有可用的内存,它会在固定的时间内启动内存超量使用,以帮助请求的VM完成其任务。
{"title":"Efficient VM Memory Balancing Algorithm Design and Implementation","authors":"Fang Liu, B. A. Hassoon","doi":"10.1109/ICNISC.2017.00052","DOIUrl":"https://doi.org/10.1109/ICNISC.2017.00052","url":null,"abstract":"A common strategy to manage memory resources of VMs under changing workloads is Dynamic VM memory management via hotplug. However, in order to estimate the VM working set size, most researchers are utilizing approaches that rely on kernel instrumentation but this most often results to high runtime overhead. This will result in system administrate to exercise a tradeoff between the estimate accuracy and system performance. The novelty of this work is to present a light weight accurate and transparent prediction algorithm for re-balancing memory resources among VMs. Experiments result attained on Dacapo and SPECjvm2008 from renowned benchmarks shows that with only 4% performance overhead our proposed method is capable of accurately adjusting virtual machine memory size on its real time requirements, and improve application performance in the virtual machine more than 10% better when virtual machine has 2 CPUs and 20% better when it has 4 CPUs. In case there is no free memory available our proposed method will try first to use host's free memory but if there is no free memory, it starts memory over-commitment for a fixed duration to help the requested VM complete its task.","PeriodicalId":429511,"journal":{"name":"2017 International Conference on Network and Information Systems for Computers (ICNISC)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128122401","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 Snapshot View Analysis for Continuous Data Protection 持续数据保护的快照视图分析
Yong Cheng, Huaizhe Zhou, Jiangjiang Wu, Jun Ma, Zhiying Wang
In this paper, we present a new way for evaluating the Continuous Data Protection (CDP) system. This method primarily describes the CDP systems in their snapshot views, which focus on the major issues affecting the CDP system's performance. To explain the application of the method, we present several representative snapshot views of the CDP systems and propose a model for analyzing the systems' performances. The main contribution of the present study is that we provide a methodological guide for CDP systems optimization.
本文提出了一种评价持续数据保护(CDP)系统的新方法。该方法主要描述CDP系统的快照视图,重点介绍影响CDP系统性能的主要问题。为了解释该方法的应用,我们提出了几个典型的CDP系统快照视图,并提出了一个分析系统性能的模型。本研究的主要贡献在于为CDP系统优化提供了方法论指导。
{"title":"The Snapshot View Analysis for Continuous Data Protection","authors":"Yong Cheng, Huaizhe Zhou, Jiangjiang Wu, Jun Ma, Zhiying Wang","doi":"10.1109/ICNISC.2017.00042","DOIUrl":"https://doi.org/10.1109/ICNISC.2017.00042","url":null,"abstract":"In this paper, we present a new way for evaluating the Continuous Data Protection (CDP) system. This method primarily describes the CDP systems in their snapshot views, which focus on the major issues affecting the CDP system's performance. To explain the application of the method, we present several representative snapshot views of the CDP systems and propose a model for analyzing the systems' performances. The main contribution of the present study is that we provide a methodological guide for CDP systems optimization.","PeriodicalId":429511,"journal":{"name":"2017 International Conference on Network and Information Systems for Computers (ICNISC)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125597528","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 and Implementation of Real-Time Storage Technology for Mass Satellite Remote Sensing Data 海量卫星遥感数据实时存储技术的设计与实现
Zheng Zhou, Zhinong Zhong, Jun Li, Jiangjiang Wu
With the development of human satellite observation system, the amount of satellite remote sensing data shows explosive growth. Massive remote sensing data storage capacity of the storage system, data availability and I / O performance and other aspects of the increasingly high demands. In this paper, we study the real-time storage technology of massive satellite data in the field analysis and processing of high real-time remote sensing data, and focus on the design of multi-thread data low-delay processing technology and complex exception processing technology Effectively guarantee the data analysis and processing of data on the continuous writing of the timeliness requirements. Experiments show that the proposed method can effectively improve the real-time access efficiency of massive satellite data.
随着人类卫星观测系统的发展,卫星遥感数据量呈现爆发式增长。海量遥感数据对存储系统的存储容量、数据可用性和I / O性能等方面的要求越来越高。本文研究了现场高实时性遥感数据分析处理中海量卫星数据的实时存储技术,重点设计了多线程数据低延迟处理技术和复杂异常处理技术,有效保证了数据分析处理对数据连续写入的时效性要求。实验表明,该方法能有效提高海量卫星数据的实时访问效率。
{"title":"Design and Implementation of Real-Time Storage Technology for Mass Satellite Remote Sensing Data","authors":"Zheng Zhou, Zhinong Zhong, Jun Li, Jiangjiang Wu","doi":"10.1109/ICNISC.2017.00057","DOIUrl":"https://doi.org/10.1109/ICNISC.2017.00057","url":null,"abstract":"With the development of human satellite observation system, the amount of satellite remote sensing data shows explosive growth. Massive remote sensing data storage capacity of the storage system, data availability and I / O performance and other aspects of the increasingly high demands. In this paper, we study the real-time storage technology of massive satellite data in the field analysis and processing of high real-time remote sensing data, and focus on the design of multi-thread data low-delay processing technology and complex exception processing technology Effectively guarantee the data analysis and processing of data on the continuous writing of the timeliness requirements. Experiments show that the proposed method can effectively improve the real-time access efficiency of massive satellite data.","PeriodicalId":429511,"journal":{"name":"2017 International Conference on Network and Information Systems for Computers (ICNISC)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125631170","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 Comprehensive Analysis Method of Application in College Entrance Examination 高考应用的综合分析方法
Yunnan Li, Y. Miao, S. Lue
The university entrance exam to college is not only a process of comprehensive consideration of subjective and objective information, but also a comprehensive decision-making process. How to choose the satisfactory colleges, estimate the score line and order applications according to their own conditions and interests is an important problem. In this paper, based on the purpose of choosing a good university, the index score smoothing method is used to estimate the score line, and then cost and risk are used to screen the factors of the applications under the circumstance that the scores of science candidates are already known. AHP is used to establish the comprehensive analysis model, and the real cases are used for discussion and analysis. This method provides scientific reference for students to apply for universities and colleges after the college entrance examination.
高考升学不仅是一个综合考虑主客观信息的过程,也是一个综合决策的过程。如何根据自己的条件和兴趣选择满意的大学,估计分数线,排序申请是一个重要的问题。本文从选择好大学的目的出发,采用指标分数平滑法估算分数线,然后在理科考生成绩已知的情况下,利用成本和风险对申请因素进行筛选。采用层次分析法建立综合分析模型,并结合实际案例进行讨论和分析。该方法为学生高考后申请高校提供了科学参考。
{"title":"A Comprehensive Analysis Method of Application in College Entrance Examination","authors":"Yunnan Li, Y. Miao, S. Lue","doi":"10.1109/ICNISC.2017.00036","DOIUrl":"https://doi.org/10.1109/ICNISC.2017.00036","url":null,"abstract":"The university entrance exam to college is not only a process of comprehensive consideration of subjective and objective information, but also a comprehensive decision-making process. How to choose the satisfactory colleges, estimate the score line and order applications according to their own conditions and interests is an important problem. In this paper, based on the purpose of choosing a good university, the index score smoothing method is used to estimate the score line, and then cost and risk are used to screen the factors of the applications under the circumstance that the scores of science candidates are already known. AHP is used to establish the comprehensive analysis model, and the real cases are used for discussion and analysis. This method provides scientific reference for students to apply for universities and colleges after the college entrance examination.","PeriodicalId":429511,"journal":{"name":"2017 International Conference on Network and Information Systems for Computers (ICNISC)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134391134","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
Wine Quality Evaluation Model Based on Artificial Bee Colony and BP Neural Network 基于人工蜂群和BP神经网络的葡萄酒品质评价模型
Hao Huang, Xiaoling Xia
Traditional BP neural network has the disadvantage that it is easy to fall into the local optimum, easily get affected by initial value, so the effect is not stable in practical application. Therefore, in this paper, when the BP neural network is used for the evaluation of the quality of red wine, the artificial bee colony algorithm is used to optimize it, the optimal parameters of the artificial neural network algorithm with the best fitness are used to replace the random initialized parameters of the BP neural network, so as to avoid the neural network falling into a local optimum, can solve the problem of slow convergence speed of the neural network algorithm. The experimental results show that this method has higher accuracy and stability.
传统BP神经网络的缺点是容易陷入局部最优,容易受到初值的影响,因此在实际应用中效果不稳定。因此,在本文中,当BP神经网络用于评估质量的红酒,人工蜂群算法用于优化它,人工神经网络算法的最优参数最好的健身是用来取代随机初始化参数的BP神经网络,以避免神经网络陷入局部最优,可以解决问题的神经网络算法的收敛速度慢。实验结果表明,该方法具有较高的精度和稳定性。
{"title":"Wine Quality Evaluation Model Based on Artificial Bee Colony and BP Neural Network","authors":"Hao Huang, Xiaoling Xia","doi":"10.1109/ICNISC.2017.00026","DOIUrl":"https://doi.org/10.1109/ICNISC.2017.00026","url":null,"abstract":"Traditional BP neural network has the disadvantage that it is easy to fall into the local optimum, easily get affected by initial value, so the effect is not stable in practical application. Therefore, in this paper, when the BP neural network is used for the evaluation of the quality of red wine, the artificial bee colony algorithm is used to optimize it, the optimal parameters of the artificial neural network algorithm with the best fitness are used to replace the random initialized parameters of the BP neural network, so as to avoid the neural network falling into a local optimum, can solve the problem of slow convergence speed of the neural network algorithm. The experimental results show that this method has higher accuracy and stability.","PeriodicalId":429511,"journal":{"name":"2017 International Conference on Network and Information Systems for Computers (ICNISC)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133001932","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
UAV Flight at Low Altitude Based on Binocular Vision 基于双目视觉的无人机低空飞行
Feng Wang
At present, there are two problems in the low-altitude and low-speed state of the civil unmanned aerial vehicle (UAV), and there are two problems in this state. First, there is security when the UAV takes off and landing. Hidden danger, and second, low-altitude low-speed UAV flight stability and object distance recognition. In view of the above problems, this paper presents a method based on the principle of binocular recognition, and uses the binocular recognition image processing technology to construct the fuzzy artificial identification range system, and improves the low altitude complex environment control algorithm. Experiments show that the program to improve the aircraft low-altitude low-speed flight performance, making the UAV can achieve a range of 2 meters obstruction unmanned flight within 1 meter range of fixed-point landing.
目前,民用无人机在低空低速状态下存在两个问题,在这种状态下存在两个问题。首先是无人机起降时的安全问题。其二,低空低速无人机的飞行稳定性和目标距离识别。针对上述问题,本文提出了一种基于双目识别原理的方法,利用双目识别图像处理技术构建模糊人工识别距离系统,并对低空复杂环境控制算法进行了改进。实验表明,该方案提高了飞行器低空低速飞行性能,使无人机能够在1米范围内实现2米范围内障碍物无人飞行的定点降落。
{"title":"UAV Flight at Low Altitude Based on Binocular Vision","authors":"Feng Wang","doi":"10.1109/ICNISC.2017.00067","DOIUrl":"https://doi.org/10.1109/ICNISC.2017.00067","url":null,"abstract":"At present, there are two problems in the low-altitude and low-speed state of the civil unmanned aerial vehicle (UAV), and there are two problems in this state. First, there is security when the UAV takes off and landing. Hidden danger, and second, low-altitude low-speed UAV flight stability and object distance recognition. In view of the above problems, this paper presents a method based on the principle of binocular recognition, and uses the binocular recognition image processing technology to construct the fuzzy artificial identification range system, and improves the low altitude complex environment control algorithm. Experiments show that the program to improve the aircraft low-altitude low-speed flight performance, making the UAV can achieve a range of 2 meters obstruction unmanned flight within 1 meter range of fixed-point landing.","PeriodicalId":429511,"journal":{"name":"2017 International Conference on Network and Information Systems for Computers (ICNISC)","volume":"111 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117243917","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
2017 International Conference on Network and Information Systems for Computers (ICNISC)
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