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International Conference on Information Communication and Embedded Systems (ICICES2014)最新文献

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Sentiment classification using weakly supervised learning techniques 使用弱监督学习技术的情感分类
P. Bharathi, P. Kalaivaani
Due to the advanced technologies of Web 2.0, people are participating in and exchanging opinions through social media sites such as Web forums and Weblogs etc., Classification and Analysis of such opinions and sentiment information is potentially important for both service and product providers, users because this analysis is used for making valuable decisions. Sentiment is expressed differently in different domains. Applying a sentiment classifiers trained on source domain does not produce good performance on target domain because words that occur in the train domain might not appear in the test domain. We propose a hybrid model to detect sentiment and topics from text by using weakly supervised learning technique. First we create sentiment sensitive thesaurus using both labeled and unlabeled data from multiple domains. The created thesaurus is then used to classify sentiments from text. This model is highly portable to various domains. This is verified by experimental results from four different domains where the hybrid model even outperforms existing semi-supervised approaches.
由于Web 2.0的先进技术,人们通过诸如Web论坛和weblog等社交媒体网站参与和交换意见,对这些意见和情绪信息进行分类和分析对于服务和产品提供商、用户都具有潜在的重要意义,因为这种分析用于做出有价值的决策。情感在不同领域的表达方式不同。应用在源域上训练的情感分类器不会在目标域上产生良好的性能,因为在训练域中出现的单词可能不会出现在测试域中。利用弱监督学习技术,提出了一种从文本中检测情感和主题的混合模型。首先,我们使用来自多个领域的标记和未标记数据创建情感敏感的词库。创建的词库然后用于从文本中分类情感。该模型可高度移植到各种领域。来自四个不同领域的实验结果验证了这一点,其中混合模型甚至优于现有的半监督方法。
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引用次数: 2
StatCom control for voltage stability improvement at a fixed speed wind farm under unbalanced faults 不平衡故障下固定速度风电场电压稳定性改进的StatCom控制
M. Vimalraj, B. Alex, M. Tamilarasi
In this paper investigations on a fixed speed wind farm with squirrel cage induction generators directly connected to the grid in combination with a StatCom under unbalanced grid voltage fault are given by means of theory and simulations. The stability of fixed speed wind turbines can be improved by a StatCom, which is well known and documented in literature for balanced grid voltage dips. Under unbalanced grid voltage dips the negative sequence voltage causes additional generator torque oscillations. A StatCom control structure with the capability to control the positive or negative sequence of the voltage is used. The simulation results clarify the effect of positive and negative sequence voltage compensation by a StatCom on the operation of a fixed speed wind farm. The influence of different StatCom control targets is investigated that lead to an increased network voltage stability and lower torque pulsations.
本文从理论和仿真两方面研究了鼠笼式感应发电机直连并网的固定转速风电场与StatCom在电网电压不平衡故障下的运行情况。固定速度风力涡轮机的稳定性可以通过StatCom来提高,这是众所周知的,并在文献中记录了平衡电网电压降。在电网电压不平衡下降的情况下,负序电压引起附加的发电机转矩振荡。采用StatCom控制结构,能够控制电压的正序或负序。仿真结果阐明了StatCom的正负序电压补偿对固定速度风电场运行的影响。研究了不同的StatCom控制目标对提高网络电压稳定性和降低转矩脉动的影响。
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引用次数: 4
Detecting misbehavior node in Wifi networks by co-ordinated sampling of network monitoring 通过网络监测的协同抽样检测Wifi网络中的不良行为节点
M. Shanthi, S. Suresh
We present an approach to detect a selfish node in a wireless network by passive monitoring. This does not require any access to the network nodes. Our approach requires deploying multiple sniffers across the network to capture wireless traffic traces among multiple channels. IEEE 802.11 networks support multiple channels, and a wireless interface can monitor only a single channel at one time. Thus, capturing all frames passing an interface on all channels is an impossible task, and we need strategies to capture the most representative sample. When a large area is to be monitored, several sniffers must be deployed, and these will typically overlap in their area of coverage. The goals of effective wireless monitoring are to capture as many frames as possible, while minimizing the number of those frames that are captured redundantly by more than one sniffer. The above goals May be addressed with a coordinated sampling strategy that directs neighboring sniffer to different channels during any period. These traces are then analyzed using hidden markov model to infer the misbehavior node in wifi networks.
提出了一种利用被动监测方法检测无线网络中自利节点的方法。这不需要访问网络节点。我们的方法需要在整个网络中部署多个嗅探器来捕获多个通道之间的无线流量跟踪。IEEE 802.11网络支持多通道,一个无线接口一次只能监控一个通道。因此,捕获通过所有通道上的接口的所有帧是不可能完成的任务,我们需要捕获最具代表性的样本的策略。当要监视大片区域时,必须部署几个嗅探器,这些嗅探器通常在其覆盖区域重叠。有效的无线监控的目标是捕获尽可能多的帧,同时最小化那些被多个嗅探器冗余捕获的帧的数量。上述目标可以通过协调采样策略来解决,该策略可以在任何时期将相邻嗅探器引导到不同的通道。然后使用隐马尔可夫模型对这些痕迹进行分析,以推断wifi网络中的不当行为节点。
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引用次数: 1
Design & implementation of FIR filters using on-board ADC-DAC & FPGA 利用板载ADC-DAC和FPGA设计与实现FIR滤波器
S. S. Pujari, Prangya Paramita Muduli, Amruta Panda, Rashmita Badhai, Sofia Nayak, Yougajyoty Sahoo
Electronics industry is very prodigiously moving towards digital platform, but the world is analog in nature, so when any analog signal needs to be processed in digital platform it should be converted to digital with the help of analog to digital converter. After processing through digital platform by the help of DAC it will be again converted to analog format. Here the digital platform is ALTERA CYCLONE-II FPGA. FIR filters are used in every aspect of present-day technology because filtering is one of the basic tools of information acquisition and manipulation. Different types of digital FIR filters are implemented on external signal by using VERILOG HDL language over FPGA. Further model based design approach using MATLAB and Simulink is taken into account for optimized designing and resource computation.
电子工业正以惊人的速度向数字平台发展,但世界本质上是模拟的,所以当任何模拟信号需要在数字平台上处理时,都需要借助模数转换器将其转换为数字。经过数字平台处理后,再借助DAC将其转换为模拟格式。这里的数字平台是ALTERA CYCLONE-II FPGA。FIR滤波器用于当今技术的各个方面,因为滤波是信息获取和操作的基本工具之一。利用VERILOG HDL语言在FPGA上对外部信号实现了不同类型的数字FIR滤波器。进一步采用基于模型的设计方法,利用MATLAB和Simulink进行优化设计和资源计算。
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引用次数: 7
Design of emergency system for intelligent traffic system using VANET 基于VANET的智能交通系统应急系统设计
G. Khekare
Smart cities would like to plan how to minimize their transportation problems due to the increasing population that produces congested roads. VANETs (Vehicular Ad Hoc Networks) aim at helping to alleviate this issue improving vehicles' mobility, increasing road safety and also seeking to have more sustainable cities. At the beginning of the development of vehicular technologies, the main goal was to have more efficient and safer roads. Nowadays, thanks to the huge development in wireless technologies and their application in vehicles, it's possible to use Intelligent Transportation System (ITS) that will change our way to drive, improve road safety, and help emergency services. A survey of assorted Intelligent Traffic Systems (ITS) with respect to our proposed scheme is described in this paper. It introduces a new system consist of a smart city framework which has Intelligent Traffic Lights (ITLs) situated at every intersection that transmit information about traffic conditions and provide the driver congestion free shortest path in emergency that helps to take proper trip decisions.
智慧城市希望规划如何减少由于人口增加导致道路拥堵而造成的交通问题。VANETs(车辆自组织网络)旨在帮助缓解这一问题,改善车辆的机动性,提高道路安全性,并寻求拥有更可持续的城市。在汽车技术发展之初,主要目标是拥有更高效、更安全的道路。如今,由于无线技术的巨大发展及其在车辆中的应用,使用智能交通系统(ITS)将改变我们的驾驶方式,提高道路安全,并帮助应急服务成为可能。本文对各种智能交通系统(ITS)进行了调查,并对我们提出的方案进行了描述。它引入了一个由智能城市框架组成的新系统,该系统在每个十字路口都有智能交通灯(ITLs),可以传输有关交通状况的信息,并在紧急情况下为驾驶员提供无拥堵的最短路径,帮助他们做出正确的出行决策。
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引用次数: 17
Vision system for automatic counting of silkworm eggs 蚕卵自动计数视觉系统
Amruta V. Pandit, J. Rangole, R. Shastri, S. Deosarkar
Sericulture activities involve rearing of pure races as parent seed crop and production of disease free silkworm seeds in grainages. Success of sericulture as a cash crop depends on production of disease free silkworm seeds supplied to farmers. Silkworm egg counting has to be done as farmers look to grainages for supply of silkworm seeds and pay accordingly. Conventional method of counting silkworm eggs relied on manual counting, which is time consuming and labor-intensive. Egg counting has to be done to generate statistics such as fecundity and hatching percentage. This paper presents the development of automatic method for counting of silkworm eggs using image processing algorithm. The algorithm is realized in LabVIEW graphical programming environment that shortens the development cycle. The algorithm realizes high precision and accuracy of counting.
蚕桑养殖活动包括纯种作为亲本种子作物的饲养和谷物中无病蚕种的生产。蚕桑作为一种经济作物的成功取决于向农民提供无病蚕种的生产。蚕卵计数必须完成,因为农民需要谷物来供应蚕种并支付相应的费用。传统的桑卵计数方法依靠人工计数,耗时费力。必须进行卵计数以产生诸如繁殖力和孵化率等统计数据。本文介绍了一种利用图像处理算法实现蚕卵自动计数的方法。该算法在LabVIEW图形化编程环境下实现,缩短了开发周期。该算法实现了较高的计数精度和准确度。
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引用次数: 13
Secure localization of multiple spoofing attackers 多个欺骗攻击者的安全定位
M. Vijayalakshmi, S. Banumathi
Spoofing attacks have an easy to release and can significantly impact the performance of the networks. If we want to identify the node can be verified through the cryptographic approaches. The cryptographic authentication, conventional security approaches are not always desirable. Because of their cryptographic security approaches are overhead requirements. In this concepts, have to proposed to using spatial information, an every node associated with the physical property node, hard to falsify, and not reliant on cryptography, as the basis for 1) spoofing attacks are detecting; 2)The number of attackers are determining when multiple hackers are masquerading has the same identity node; and 3) multiple adversaries are localizing. We have to use propose the spatial correlation of received signal strength (RSS). In this RSS is inherited to the spoofing attacks are detect. We then formulate the problem of determining the number of attackers as a multiclass detection problem. To developed a Cluster-based mechanisms, which is used to determine the number of attackers. In addition, terms are developed an integrated by using detection and localization system that can be localize the positions of multiple attackers.
欺骗攻击很容易被释放,并且会严重影响网络的性能。如果要对节点进行身份验证,可以通过密码学方法进行验证。加密身份验证,传统的安全方法并不总是可取的。因为它们的加密安全方法是开销要求。在这一概念中,不得不提出利用空间信息,将每个节点与物理属性节点相关联,难以伪造,且不依赖于密码学,作为1)欺骗攻击被检测的基础;2)当多个伪装的黑客具有相同的身份节点时,攻击者的数量正在确定;3)多个对手正在本地化。我们不得不提出接收信号强度(RSS)的空间相关性。在此RSS是继承到欺骗攻击被检测。然后,我们将确定攻击者数量的问题表述为一个多类检测问题。开发了一个基于cluster的机制,用于确定攻击者的数量。此外,还利用检测和定位系统开发了一个集成的术语,可以对多个攻击者的位置进行定位。
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引用次数: 0
Increasing the speed and reducing a sensing delay of content addressable memory 提高了内容可寻址存储器的速度并减少了感知延迟
N. Pavithra, E. Shalini, C. Babu
High speed content addressable memory design has high speed search function in a single clock. Parallel match line is used to compare. In robust Low power sense amplifier and high speed are highly sought-after in CAM designs. The value is given to search engine and its finds the value where its present. In the existing parity bit is introduced that leads to delay reduction at a cost of less than area. Furthermost in the proposed system PMOS transistor is used and cascaded and then output is found. Deadline is used in the proposed system to identify if the value is not present in the system.
高速内容可寻址存储器设计在单个时钟内具有高速搜索功能。平行匹配线用于比较。在稳健的CAM设计中,低功率感测放大器和高速度是非常受欢迎的。这个值是给搜索引擎的,它在它存在的地方找到这个值。在现有的奇偶校验位中引入了以小于面积的代价降低延迟的方法。此外,在该系统中使用PMOS晶体管并级联,然后找到输出。在建议的系统中使用Deadline来标识该值是否不存在于系统中。
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引用次数: 0
Accident inference and data acquisition in automobiles 汽车事故推理与数据采集
M. D. Sankari, M. Kiruthiga, B. T. Tharanisrisakthi
In our day to day life we are facing too much of accidents which leads to loss of many lives, we can't stop these miserable events and can't find out the reason for the accidents and the persons responsible for that. Many people getting escape from these type of cases and many accidents are still persuing continously. The main idea of the system is dealt with the concept of finding out the cause of the accidents and there by avoiding the root cause of the accidents in future. Our idea is to record all the events that occurring inside and outside the vehicle which was used in Aircrafts. The concept helping to carry out the recording is an Video camera. The data can be saved and restored using a serial communication. All the data can be viewed in LCD display. Various sensors are being used for sensing external signals. PIC Microcontroller is used to convert and process the above external signals.
在我们的日常生活中,我们面临着太多的事故,导致许多人丧生,我们无法阻止这些悲惨的事件,也无法找出事故的原因和负责任的人。许多人从这类案件中逃脱,许多事故仍在继续追查。该系统的主要思想是找出事故原因的概念,并通过避免事故的根本原因来避免事故的发生。我们的想法是记录所有发生在飞行器内部和外部的事件。帮助进行记录的概念是摄像机。数据可以通过串行通信保存和恢复。所有数据均可在液晶显示器上查看。各种传感器被用来感知外部信号。采用PIC单片机对上述外部信号进行转换和处理。
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引用次数: 0
Reliable data delivery in MANETs using VDVH framework 在使用VDVH框架的manet中可靠的数据传输
S. Priya, B. Gopinathan
Data delivery of packets in broad cast using wireless medium is the main intention of this paper, this will be done through a MANETS and should achieve reliable delivery. This paper addresses the problem of delivering data packets for highly dynamic mobile ad hoc networks in a reliable and timely manner. The process of routing the data packets to the destination is a challenging task. In order to provide an efficient and reliable data delivery for these MANETs, a Zone-based opportunistic routing (ZOR) protocol is used. This protocol uses the best features of the exiting protocols and algorithms to achieve good performance. It uses GPS to find the exact location of the destination and greedy to route the data packets in an efficient manner to the destination. For the purpose of back up, ZOR uses the forwarding candidates, which are selected by the greedy node. In case of communication hole, that is if an intermediate node fails or moves out of the coverage area of the node, then Virtual Destination-based Void Handling (VDVH) scheme is further proposed to work together with ZOR to provide an efficient and reliable data delivery. This is achieved by adjusting the direction of data flow temporarily. The features such as greedy forwarding and robustness through opportunistic routing can still be achieved when handling communication voids.
本文的主要目的是利用无线介质在广播中传输数据包,这将通过MANETS完成,并应实现可靠的传输。本文研究了高动态移动自组网中可靠、及时地传输数据包的问题。将数据包路由到目的地的过程是一项具有挑战性的任务。为了给这些manet提供高效可靠的数据传输,使用了基于区域的机会路由(ZOR)协议。该协议利用了现有协议和算法的最佳特性,以达到良好的性能。它利用GPS定位准确地找到目的地的位置,并将数据包以有效的方式路由到目的地。出于备份的目的,ZOR使用由贪婪节点选择的转发候选节点。在出现通信漏洞的情况下,即中间节点出现故障或移出节点覆盖区域时,进一步提出基于虚拟目的地的空隙处理(Virtual Destination-based Void Handling, VDVH)方案,与ZOR协同工作,提供高效可靠的数据传输。这是通过临时调整数据流的方向来实现的。在处理通信空白时,仍然可以实现贪婪转发和机会路由的鲁棒性等特性。
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引用次数: 2
期刊
International Conference on Information Communication and Embedded Systems (ICICES2014)
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