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2012 Third International Conference on Computing, Communication and Networking Technologies (ICCCNT'12)最新文献

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Load balancing in Cellular Network: A review 蜂窝网络中的负载平衡:综述
A. Sharma, A. Roy, S. Ghosal, R. Chaki, U. Bhattacharya
Mobile Stations (MSs), in real-world systems, are not evenly distributed across cells. Thus, MSs in a hot cell are affected by the load imbalance and might unable to get services. Load balancing became one of the most active and emerging fields of research in Cellular Network. In order to balance the load among different cells, it is needed to transfer the over-loaded traffic from hot cells to neighbouring cooler ones. Various dynamic load balancing schemes to deal with the unbalanced traffic problem are already proposed. In this paper we have reviewed various techniques of load balancing in cellular network. We have also presented two comparison tables for the reviewed schemes. This work would help look at a glance to the previous works done in the area of Load Balancing in Cellular Networks.
在现实世界的系统中,移动站(MSs)并不是均匀地分布在各个蜂窝中。因此,热单元中的MSs受到负载不平衡的影响,可能无法获得服务。负载均衡已成为蜂窝网络中最活跃和新兴的研究领域之一。为了平衡不同单元间的负载,需要将过载的流量从热单元转移到邻近的冷单元。为了解决流量不均衡问题,已经提出了各种动态负载均衡方案。本文综述了蜂窝网络中各种负载均衡技术。我们亦为已检讨的计划提供了两个比较表。这项工作将有助于对蜂窝网络中负载平衡领域的先前工作有一个粗略的了解。
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引用次数: 20
Application checkpointing in grid environment with improved checkpoint reliability through replication 网格环境中的应用程序检查点,通过复制提高检查点可靠性
R. K. Bawa, R. Singh
Grid technologies are emerging as the next generation of distributed computing, allowing the aggregation of heterogeneous resources that are geographically distributed. The heterogeneous nature of the grid makes it more vulnerable to faults which lead to either the failure of the job or delay in completing the execution of the job. Checkpointing is one of the many fault tolerance techniques which are used to make Grid more efficient and reliable. In this paper we have developed an application checkpointing based fault tolerance technique for Alchemi based Grid environment. In this technique application threads generate their checkpoints and store them in the checkpoint table at the manager node. In case a thread fails checkpoint of the corresponding thread is used to resume the execution from the point of failure. This technique introduces a slight overhead in fault free situations but very effective in case of a node failure. Increased checkpoint frequency improves job's resuming capability but also increases the overhead of generating and storing checkpoints which results in increased processing time of the job.
网格技术作为下一代分布式计算技术正在兴起,它允许聚合地理上分布的异构资源。网格的异构特性使其更容易受到故障的影响,从而导致作业失败或延迟完成作业的执行。检查点是众多容错技术中的一种,用于提高网格的效率和可靠性。本文针对基于Alchemi的网格环境,开发了一种基于应用程序检查点的容错技术。在这种技术中,应用程序线程生成它们的检查点,并将它们存储在管理器节点的检查点表中。如果线程失败,则使用相应线程的检查点从失败点恢复执行。这种技术在无故障情况下会带来轻微的开销,但在节点发生故障时非常有效。检查点频率的增加提高了作业的恢复能力,但也增加了生成和存储检查点的开销,从而增加了作业的处理时间。
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引用次数: 2
A parallel segmentation of brain tumor from magnetic resonance images 磁共振图像中脑肿瘤的平行分割
V. S. Dessai, M. P. Arakeri, G. Ram Mohana Reddy
Medical image segmentation is nowadays at the core of medical image analysis and supports computer-aided diagnosis, surgical planning, intra-operative guidance or postoperative assessment. Large amounts of research efforts have been made in developing effective brain MR (magnetic resonance) image tumor segmentation methods in the past years. However algorithms proposed so far are time consuming because it involves lot of mathematical computations. Also serial segmentation of multiple MRI slices (usually required for 3D visualization) takes exponential time. This results in need for improvement in performance as far as the time complexity is concerned. This paper proposes a methodology that incorporates the K-means clustering and morphological operation for parallel segmentation of multiple MRI slices corresponding to single patient. Segmentation of multiple MRI slices for tumor extraction plays major role in 3D (Three Dimensional) visualization and serves as an input for the same. The proposed framework follows SIMD (Single Instruction Multiple Data) model and since the segmentation of individual slice is independent of each other and can be performed in parallel and multithreading definitely speeds up the entire process. Also the framework does not involve any kind of inter-process communication thus the time is saved here as well.
医学图像分割是当今医学图像分析的核心,支持计算机辅助诊断、手术计划、术中指导或术后评估。近年来,人们在开发有效的脑磁共振图像肿瘤分割方法方面进行了大量的研究。然而,目前提出的算法由于涉及到大量的数学计算,耗时较长。此外,多个MRI切片的连续分割(通常需要3D可视化)需要指数级的时间。就时间复杂度而言,这导致需要改进性能。本文提出了一种结合k均值聚类和形态学运算的方法,用于对单个患者对应的多张MRI切片进行并行分割。对多片MRI切片进行分割进行肿瘤提取是三维可视化的重要内容,也是三维可视化的输入。该框架采用SIMD (Single Instruction Multiple Data,单指令多数据)模型,由于每个切片的分割是相互独立的,可以并行执行,因此多线程明显加快了整个过程。此外,该框架不涉及任何类型的进程间通信,因此在这里也节省了时间。
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引用次数: 11
Speech enhancement by speech intelligibility index in sensor network 传感器网络中语音清晰度指标的语音增强
S. Parija, P. K. Sahu, S. S. Singh
Speech enhancement aims to improve speech quality by using various algorithms. The main objective of enhancement is to improvement in intelligibility and overall perceptual quality of degraded speech signal using audio signal processing techniques. In the field of speech enhancement, enhancing of speech means degraded by noise in its wide range of applications such as mobile phones, VoIP, teleconferencing systems etc. In general there are three different methods used to estimate speech intelligibility. Namely, Speech Intelligibility Index (SII), Speech Transmission Index (STI) and Articulation Index (AI). Here it is proposed that SII is most robust physical measure and the comparison between Speech Intelligibility index in presence of stationary noise (White Gaussian Noise) and non-stationary noise (Speech noise) is done. Simulation result shows that SII is better in presence of non-stationary noise (a female voice of sampling frequency 16 KHz). Here two wideband speech signals are considered for performance evaluation since it brings the improvement over traditional narrowband such as increases the intelligibility and enables the spatial auditory displays etc. The speech signal are generated and simulated with the MATLAB environment. The real time speech signals are recorded with the help of acoustic sensor present inside the microphone.
语音增强的目的是通过使用各种算法来提高语音质量。增强的主要目的是利用音频信号处理技术提高退化语音信号的可理解性和整体感知质量。在语音增强领域,语音增强是指在移动电话、VoIP、电话会议系统等广泛的应用中受到噪声影响的语音增强。一般来说,有三种不同的方法用于评估语音可理解性。即语音清晰度指数(SII)、语音传输指数(STI)和发音指数(AI)。本文提出SII是最稳健的物理度量,并对存在平稳噪声(高斯白噪声)和非平稳噪声(语音噪声)时的语音可理解度指数进行了比较。仿真结果表明,SII在非平稳噪声(采样频率为16 KHz的女声)存在时表现较好。本文考虑两种宽带语音信号进行性能评估,因为它带来了传统窄带语音信号的改进,如提高可理解性和实现空间听觉显示等。在MATLAB环境下对语音信号进行了生成和仿真。实时语音信号是通过麦克风内部的声学传感器记录下来的。
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引用次数: 1
Performance comparison of various adaptive filter algorithms for ECG signal enhancement and baseline wander removal 各种自适应滤波算法在心电信号增强和基线漂移去除中的性能比较
S. A. Rehman, R. Kumar, M. Rao
In this paper various adaptive filter based algorithms that can be applied to ECG signal in order to remove various artifacts from them are presented. The goal of the paper is to show the comparison based on signal to noise ratio of all adaptive filter algorithms used for the analysis of ECG signals with Baseline wander noise. Simulation studies shows that the proposed novel algorithms like NLMS, SRLMS and DNLMS based on adaptive systems present better performances compared to existing realizations LMS, DLMS and NSRLMS based procedures in terms of signal to noise ratio.
本文介绍了各种基于自适应滤波的心电信号处理算法,以去除心电信号中的各种伪影。本文的目的是基于信噪比对各种自适应滤波算法进行比较,以分析具有基线漂移噪声的心电信号。仿真研究表明,本文提出的基于自适应系统的NLMS、SRLMS和DNLMS算法在信噪比方面优于现有的基于LMS、DLMS和NSRLMS的实现算法。
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引用次数: 5
Efficient spectrum sharing and allocation schemes for throughput enhancements in a Cognitive Radio Network 认知无线网络中提高吞吐量的有效频谱共享和分配方案
V. Jayaraj, J. Amalraj
Cognitive Radio Ad Hoc Networks (CRAHNs) constitute a viable solution to solve the current problems of inefficiency in the spectrum allocation, and to deploy highly reconfigurable and self-organizing wireless networks. Cognitive Radio (CR) devices are envisaged to utilize the spectrum in an opportunistic way by dynamically accessing different licensed portions of the spectrum[1]. However the phenomena of channel fading and primary cum secondary interference in cognitive radio networks does not guarantee application demands to be achieved continuously over time.
认知无线电自组织网络(CRAHNs)是解决当前频谱分配效率低下问题,部署高度可重构和自组织无线网络的可行方案。设想认知无线电(CR)设备通过动态访问频谱的不同许可部分,以机会主义的方式利用频谱[1]。然而,认知无线网络中的信道衰落和主次干扰现象并不能保证在一段时间内持续实现应用需求。
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引用次数: 6
Computer Vision system for cashew kernel area estimation 腰果核面积估计的计算机视觉系统
Narendra V G, Dasharathraj K. Shetty, Dr Hareesh
Carrying out Food and Agricultural product Quality Inspection manually is a laborious task. Maintaining consistent product quality is not possible due to human errors. Customer expectations are increasing day by day and seek products of high quality. However, in India the Inspection of Food and Agricultural produce is done manually in most of the cases. Work in the Computer Vision area is being extensively carried out these days to provide automated, non-destructive and cost-effective techniques to achieve this. Computer Vision uses Image processing as one of the intermediary tools to achieve the ultimate objective. Cashew is one of the important commercial crops of India. The objective of this research is to provide an image processing method for measuring cashew kernel Size (i.e. length and width/height) with an accurate and smallest relative error.
人工进行食品和农产品质量检验是一项繁重的工作。由于人为错误,不可能保持一致的产品质量。客户的期望日益提高,对产品质量的要求越来越高。然而,在印度,食品和农产品的检验在大多数情况下是手工完成的。目前,计算机视觉领域的工作正在广泛开展,以提供自动化、非破坏性和成本效益高的技术来实现这一目标。计算机视觉将图像处理作为实现最终目标的中介工具之一。腰果是印度重要的经济作物之一。本研究的目的是提供一种精确且相对误差最小的腰果仁尺寸(即长度和宽度/高度)的图像处理方法。
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引用次数: 5
Improving the quality of service based on route stability in MANETs Using Dynamic Source routing protocol 基于路由稳定性的动态源路由协议改进manet服务质量
S. Vinothkumar, R. Asokan
A Mobile Ad hoc Network (MANET) is a collection of nodes or mobile devices that communicate with each other without any centralized administrator. When a route is broken in an on-demand routing protocol, route recovery and maintenance procedures are initiated and it will consume more bandwidth and the delay will be high. To improve the performance of DSR a simple stability model is used. The stability of the route is analyzed by the received signal strength. The received signal strength from a node is higher than the threshold value the signal strength value will be stored in the neighbor information table. Using this information source select the path with high stability value and thus reduce the path break in intermediate nodes. Simulation results show improved performance in the throughput and reduce the packet loss, delay.
移动自组织网络(MANET)是节点或移动设备的集合,这些节点或移动设备相互通信,没有任何集中的管理员。在按需路由协议中,当路由中断时,会启动路由恢复和维护程序,会占用更多的带宽,并且延迟较高。为了提高DSR的性能,采用了一种简单的稳定性模型。通过接收到的信号强度分析了线路的稳定性。当从某个节点接收到的信号强度高于阈值时,信号强度值将被存储在邻居信息表中。利用该信息源选择稳定性值高的路径,从而减少中间节点的路径中断。仿真结果表明,该方法提高了吞吐量,减少了丢包、时延。
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引用次数: 5
Secure steganography using hybrid domain technique 使用混合域技术的安全隐写
H. Reddy, N. Sathisha, A. Kumari, K. Raja
The steganography is used to hide information and communicate in secure way to the destination. In this paper we propose Secure Steganography using Hybrid Domain Technique (SSHDT). The cover image of different formats and sizes are considered and resized to dimensions of power of 2. The Daubechies Lifting Wavelet Transforms (LWT) is applied on cover image to generate four sub bands XA, XH, XV and XD. The XD band is considered and divided into two equal blocks say upper and lower for payload embedding. The payload of different formats are considered and resized to dimensions of power of 2. The payload is fragmented into four equal blocks. The integer Haar LWT is applied on two diagonal sub bands to generate F1 and F2 blocks and remaining two diagonal sub bands are retained in the spatial domain itself say S1 and S2. The S1, S2. F1 and F2 matrix are converted into single columns. The bit reversal is applied on each element of a column to scramble the payload index bit positions. The cube root is applied on coefficient of index value to scale down the magnitudes. The integer part is considered for embedding in XD band only of cover image to generate stego object. The Decision Factor Based Manipulation (DFBM) is used to scramble further stego object to improve security to the payload. Dubechies Inverse LWT (ILWT) is applied on XA, XH, XV and XD stego object to obtain stego image in spatial domain. it is observed that PSNR and embedding capacity of the proposed algorithm is better compared to the existing algorithm.
隐写术用于隐藏信息,以安全的方式传输到目的地。本文提出了使用混合域技术(SSHDT)的安全隐写。考虑不同格式和大小的封面图像,并将其调整为2的幂次尺寸。对封面图像进行多道提升小波变换(Daubechies Lifting Wavelet transform, LWT),生成XA、XH、XV和XD四个子带。考虑了XD波段,并将其划分为上下两个相等的块,用于有效载荷嵌入。考虑不同格式的有效负载,并将其调整为2的幂维度。有效载荷被分成四个相等的块。在两个对角子带上应用整数Haar LWT生成F1和F2块,其余两个对角子带保留在空间域本身,即S1和S2。S1 S2。将F1和F2矩阵转换成单列。位反转应用于列的每个元素,以打乱有效负载索引位位置。对指标值的系数进行立方根,使数值按比例缩小。考虑将整数部分只嵌入到覆盖图像的XD波段,生成隐写目标。采用基于决策因子的操作(DFBM)对进一步的隐写对象进行置乱,以提高有效载荷的安全性。将Dubechies Inverse LWT (ILWT)应用于XA、XH、XV、XD四种隐写对象,得到空间域的隐写图像。结果表明,该算法的PSNR和嵌入容量均优于现有算法。
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引用次数: 13
Conceptual study and operational overview on Variable Frequency Transformer used for grid interconnections 电网互联用变频变压器的概念研究与运行概述
V. R. Vanajaa, N. A. Vasanthi
Electric-power transmission is the bulk transfer of electrical energy, from generating power plants to electrical substations located near demand centers. Electricity is transmitted at high voltages (110 kV or above) to reduce the energy lost in long-distance transmission. Since 2004, an alternative technology has been in commercial operation in North America, which has proven to be a reliable and stable vehicle to move power between two points. The two points in question need not be synchronous. This technology is the Variable Frequency Transformer, or VFT. Variable frequency transformers provide transmission solutions for a smarter grid, enabling transmission system operators to control power flows between power grids with high reliability, speed and efficiency, while offering flexibility It is a controllable, bi-directional transmission device that can transfer power between asynchronous networks. Variable Frequency Transformers can convert this power to and from grids without converting the power into DC thus eliminating the harmonic distortions. Another advantage with VFT is that we can have infinite phase shifts between the two powers where as in conventional devices we could have only few predefined phase shifts. This paper introduces the VFT and provides a brief explanation of the technology and its benefits.
电力传输是电能的大量传输,从发电厂到位于需求中心附近的变电站。电力以高电压(110千伏或以上)传输,以减少长距离传输中的能量损失。自2004年以来,一种替代技术已在北美投入商业运营,该技术已被证明是在两点之间传输电力的可靠和稳定的交通工具。所讨论的两点不必是同步的。这项技术就是变频变压器,简称VFT。变频变压器为智能电网提供了输电解决方案,使输电系统运营商能够以高可靠性、高速度和高效率控制电网之间的潮流,同时提供灵活性。它是一种可控的双向输电设备,可以在异步网络之间传输电力。变频变压器可以在不将电力转换成直流电的情况下将电力从电网转换到电网,从而消除了谐波畸变。VFT的另一个优点是,我们可以在两个功率之间有无限的相移,而在传统器件中,我们只能有很少的预定义相移。本文介绍了VFT,并简要说明了该技术及其优点。
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引用次数: 4
期刊
2012 Third International Conference on Computing, Communication and Networking Technologies (ICCCNT'12)
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