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2014 International Conference on Communication and Signal Processing最新文献

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Left ventricle segmentation from cardiac cine MRI to detect cardiac abnormalities 心脏MRI左心室分割检测心脏异常
Pub Date : 2014-04-03 DOI: 10.1109/ICCSP.2014.6949856
R. Heldah Paul, J. Jeeva
Magnetic Resonance Imaging (MRI) has become one of the most promising technologies for the treatment of cardiac abnormalities. Nowadays, Image processing techniques are widely used in medical field to detect cardiac disorders. In this paper we present a simple and novel algorithm to automatically segment the Left Ventricle (LV) in short axis cardiac cine MRI. The frames of the cine MRI of a pathological and five normal patients are processed using enhancement, thresholding and morphological operations. The variation in the area of the left ventricle is calculated for the entire cardiac cycle for normal and diseased conditions. The pattern of variation in area for abnormal is significantly different from that of normal and hence could be used as a tool for detecting abnormal cardiac motion.
磁共振成像(MRI)已成为治疗心脏异常最有前途的技术之一。目前,图像处理技术在医学领域被广泛应用于心脏疾病的检测。本文提出了一种简单、新颖的短轴心脏MRI左心室自动分割算法。采用增强、阈值和形态学操作,对1例病理患者和5例正常患者的MRI图像帧进行处理。在左心室面积的变化是计算整个心脏周期的正常和病变的条件。异常区域的变化模式与正常区域明显不同,因此可以作为检测异常心脏运动的工具。
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引用次数: 2
An optimized design of prototype filter for cosine modulated transmultiplexer 余弦调制复用器原型滤波器的优化设计
Pub Date : 2014-04-03 DOI: 10.1109/ICCSP.2014.6949828
A. Vishwakarma, A. Kumar, G. K. Singh
An efficient M-channel cosine modulated transmultiplexer system can be simply designed in two steps: first, efficient design of prototype filter and second designing of synthesis/analysis filters using cosine modulation technique. In this paper, first prototype filter is designed using weighted constrained least square technique, then using an efficient optimization algorithm, sum of interference parameters such as inter-channel interference and inter-symbol interference of transmultiplexer system has been reduced. At last, M-channel uniform transmultiplexer system has been designed by using cosine modulation. With the help of design examples, dominance of the proposed method is illustrated.
一个高效的m通道余弦调制多路复用系统的设计可以简单地分为两个步骤:第一,原型滤波器的高效设计,第二,利用余弦调制技术设计合成/分析滤波器。本文首先利用加权约束最小二乘技术设计了原型滤波器,然后利用一种高效的优化算法,降低了复用系统的信道间干扰和码元间干扰等干扰参数之和。最后,利用余弦调制技术设计了m通道均匀复用系统。通过设计实例,说明了该方法的优越性。
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引用次数: 0
Intelligent system for vehicular accident detection and notification 智能系统的车辆事故检测和通知
Pub Date : 2014-04-03 DOI: 10.1109/ICCSP.2014.6950048
B. S. Anil, Kale Aniket Vilas, S. Jagtap
Road accidents are a human tragedy. They involve high human suffering and monetary costs in terms of untimely deaths, injuries and loss of potential income. There are so many new techniques such as Antilock Breaking System (ABS), Adaptive Cruise Control (ACC), Anti Collision System (ACS) to avoid accidents and in spite of all this, such large number of accidents takes place. Hence this paper presents a system which gives an idea about what can be done to provide medical help and other facilities after accident as soon as possible. Accident can be detected using flex sensor and accelerometer, while location of accident will be informed to desired persons such as nearest hospital, police and owner of vehicle through sms sent using GSM modem containing co-ordinates obtained from GPS along with time of accident and vehicle number. Camera located inside vehicle will transmit real time video to see current situation of passengers inside vehicle. Thus this paper emphasizes on post-accident system for detecting and informing about it. Simulation result on hyper terminal is also presented in this paper.
交通事故是人类的悲剧。在过早死亡、受伤和潜在收入损失方面,它们涉及巨大的人类痛苦和金钱代价。防抱死系统(ABS)、自适应巡航控制系统(ACC)、防撞系统(ACS)等新技术的出现避免了交通事故的发生,但仍有大量的交通事故发生。因此,本文提出了一个系统,该系统给出了如何在事故发生后尽快提供医疗帮助和其他设施的想法。使用伸缩传感器和加速度计可以检测到事故,而事故的位置将通过使用GSM调制解调器发送的包含从GPS获得的坐标以及事故时间和车辆号码的短信通知给所需的人员,例如最近的医院,警察和车辆所有者。位于车内的摄像头将实时传输视频,以了解车内乘客的现状。因此,本文着重研究了事故发生后的检测与预警系统。文中还给出了在超级终端上的仿真结果。
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引用次数: 33
Power spectrum estimation and PAPR analysis for Cognitive Radio Networks 认知无线网络功率谱估计与PAPR分析
Pub Date : 2014-04-03 DOI: 10.1109/ICCSP.2014.6950135
B. Suseela, D. Sivakumar
Most of the existing works consider the estimation of power spectrum. However, they did not provide the implementation of power spectrum estimation. In order to provide an efficient solution, in this paper, we propose power spectrum estimation and PAPR analysis for Cognitive Radio Networks (CRN). In this technique, power spectrum value of each node is calculated by computing autocorrelation. This power spectrum value is compared with five methods namely Periodogram spectral estimate, Bartlett's spectral estimate, Welch spectral estimate, Blackman Tukey spectral estimate and Correlogram spectral estimate. The difference in transmitted signal can be measured in terms of Peak-to-Average-Power-Ratio (PAPR). Finally, PAPR analysis is performed using the complementary cumulative distribution function (CCDF). The proposed technique is simulated in MATLAB.
现有的研究大都考虑了功率谱的估计。然而,他们没有提供功率谱估计的实现。为了提供有效的解决方案,本文提出了认知无线电网络(CRN)的功率谱估计和PAPR分析。该方法通过计算自相关来计算各节点的功率谱值。将该功率谱值与周期谱估计、Bartlett谱估计、Welch谱估计、Blackman Tukey谱估计和相关谱估计五种方法进行了比较。传输信号的差异可以用峰值与平均功率比(PAPR)来测量。最后,利用互补累积分布函数(CCDF)进行PAPR分析。在MATLAB中对该方法进行了仿真。
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引用次数: 1
Direction Oriented Forwarding with Power Adaption (DOF-PA) Protocol for MANETs 面向manet的功率自适应定向转发(DOF-PA)协议
Pub Date : 2014-04-03 DOI: 10.1109/ICCSP.2014.6949905
R. Suganthi, S. Sankara Gomathi
Several routing protocols have already been proposed for Mobile Ad hoc Networks (MANET). This paper suggests an approach to select minimum number of edge nodes for forwarding the data. In this paper, we introduce a Direction Oriented Forwarding with Power Adaption (DOF-PA) Protocol for MANET. It is based on Direction Oriented Forwarding Through Minimum number of Edge Nodes (DOF-MEN) Protocol, Energy Efficient Location Aided Routing (EELAR) Protocol and Zone Routing Protocol (ZRP). It reduces the control overhead. It selects one of its edge nodes as Next Hop (NH) for forwarding the data to the destination. The remaining nodes are not involved in forwarding. The node adjusts its transmitting power according to the movement of the edge node. Node mobility may lead to packet loss. It reduces the probability of packet loss by adapting the transmission power.
针对移动自组网(MANET),已经提出了几种路由协议。本文提出了一种选择最小边缘节点数转发数据的方法。本文介绍了一种面向MANET的功率自适应定向转发(DOF-PA)协议。它基于通过最小边缘节点数的定向转发(DOF-MEN)协议、节能位置辅助路由(EELAR)协议和区域路由协议(ZRP)。它减少了控制开销。它选择其中一个边缘节点作为下一跳(NH),用于将数据转发到目的地。其余节点不参与转发。节点根据边缘节点的移动情况调整发射功率。节点移动可能导致丢包。它通过调整传输功率来降低丢包的概率。
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引用次数: 2
Denoising of MRI and X-Ray images using dual tree complex wavelet and Curvelet transforms 基于双树复小波和曲波变换的MRI和x射线图像去噪
Pub Date : 2014-04-03 DOI: 10.1109/ICCSP.2014.6950164
V. Vijay Kumar Raju, M. P. Kumar
The Medical Images normally have a problem of high level components of noises. This noise gets introduced during acquisition, transmission & reception and storage & retrieval processes. Denoising is used to remove the noise from corrupted image, while retaining the edges and other detailed features as much as possible. In this paper, to find out denoised image the Dual tree complex wavelet and Curvelet transforms based methods are used and we have evaluated and compared performances of Dual tree complex wavelet transform method and the Curvelet transform method based on PSNR (Peak signal to noise ratio) between original image and denoised image. Simulation and experiment results for an image demonstrate that PSNR of the Curvelet transform method is high than Dual tree complex wavelet method. Therefore, the image after denoising has a better visual effect. In this paper, these two methods are implemented on MRI and X-ray images for denoising by using MATLAB.
医学图像通常存在高水平噪声分量的问题。这种噪声是在采集、传输和接收以及存储和检索过程中引入的。去噪是在尽可能保留图像边缘和其他细节特征的同时,从损坏的图像中去除噪声。本文采用了基于对偶树复小波变换和曲波变换的方法来寻找去噪图像,并对基于原始图像与去噪图像的峰值信噪比的对偶树复小波变换方法和曲波变换方法的性能进行了评价和比较。对图像的仿真和实验结果表明,曲波变换方法的PSNR高于对偶树复小波变换方法。因此去噪后的图像具有更好的视觉效果。本文利用MATLAB实现了这两种方法在MRI和x射线图像上的去噪。
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引用次数: 13
EMG signal based control of an intelligent wheelchair 基于肌电信号的智能轮椅控制
Pub Date : 2014-04-03 DOI: 10.1109/ICCSP.2014.6950055
R. Mahendran
This paper presents a novel artificial neural network approach to control an intelligent wheelchair using myoelectric signals. The work is divided into six stages out of which feature extraction and classification are the main stages for this research. The type of classification technique used is Multi-Layer Perceptron. The EMG data is collected by placing the electrodes on the forearm muscles. This data is segmented for every 200 milliseconds after which the feature extraction is performed using mean absolute value. The signals are fed to the artificial neural networks and processed to attain parameters that are related to the muscles temporal hand activities. The resulting commands are sent to drive the wheelchair according to the user's intention. The software was tested on the intelligent wheelchair in real-time, which confirm that the system is robust for different gender and environments.
提出了一种利用肌电信号控制智能轮椅的人工神经网络方法。研究分为六个阶段,其中特征提取和分类是本研究的主要阶段。使用的分类技术类型是多层感知器。肌电图数据是通过在前臂肌肉上放置电极来收集的。该数据每200毫秒进行一次分割,之后使用平均值进行特征提取。这些信号被送入人工神经网络并进行处理以获得与手部肌肉时间活动相关的参数。生成的命令被发送到驱动轮椅根据用户的意图。该软件在智能轮椅上进行了实时测试,验证了该系统对不同性别和环境的鲁棒性。
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引用次数: 14
Design of Sobel operator based image edge detection algorithm on FPGA 基于Sobel算子的图像边缘检测算法的FPGA设计
Pub Date : 2014-04-03 DOI: 10.1109/ICCSP.2014.6949951
Girish N. Chaple, R. Daruwala
Real-time image processing applications requires processing on large data of pixels in a given timing constraints. Reconfigurable device like FPGAs have emerged as promising solutions for reducing execution times by deploying parallelism techniques in image processing algorithms. Implementation of highly parallel system architecture, parallel access of large internal memory banks and optimization of processing element for applications makes FPGA an ideal device for image processing system. Edge detection is basic tool used in many image processing applications for extracting information from image. Sobel edge detection is gradient based edge detection method used to find edge pixels in image. This paper presents a design of a Sobel edge detection algorithm to find edge pixels in gray scale image. Xilinx ISE Design Suite-14 software platforms is used to design a algorithm using VHDL language. MATLAB software platform is used for obtaining pixel data matrix from gray scale image and vice versa. Xilinx FPGAs of family Vertex-5 are more suitable for image processing work than Spartan-3 and Spartan-6.
实时图像处理应用需要在给定的时间限制下处理大量像素数据。通过在图像处理算法中部署并行技术,像fpga这样的可重构设备已经成为减少执行时间的有前途的解决方案。高度并行系统架构的实现、大型内部存储器的并行访问以及应用程序处理元件的优化,使FPGA成为图像处理系统的理想器件。边缘检测是许多图像处理应用中用于从图像中提取信息的基本工具。索贝尔边缘检测是一种基于梯度的边缘检测方法,用于在图像中寻找边缘像素点。本文设计了一种用于灰度图像边缘像素的Sobel边缘检测算法。采用Xilinx ISE Design Suite-14软件平台,采用VHDL语言设计算法。利用MATLAB软件平台从灰度图像中获取像素数据矩阵,从灰度图像中获取像素数据矩阵。Xilinx Vertex-5系列fpga比Spartan-3和Spartan-6更适合图像处理工作。
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引用次数: 68
Performance of DSTTD-IDMA system using polarization diversity over correlated frequency-selective channel 相关选频信道上偏振分集的DSTTD-IDMA系统性能
Pub Date : 2014-04-03 DOI: 10.1109/ICCSP.2014.6950024
K. S. Vishvaksenan, S. Ramyaramalakshmi, S. Sathiarani
In this letter, we evaluate the performance of double space-time transmit diversity (DSTTD)-interleave division multiple access (IDMA) system over correlated frequency-selective channels under perfect channel state information. DSTTD system requires four transmit antennas to implement two STBC block units at the base station for down link (DL) communication. In our considered work, we replace four uni-Polarized transmit antennas by two dual polarized antennas in order to achieve polarization diversity by employing orthogonal polarization. Further we consider non linear multi-user detection based on Space-Time Block Nulling technique at each mobile station by realizing one dual polarized receive antenna to obtain higher throughput with reduced size of mobile unit. Furthermore, we consider iterative style of turbo decoding algorithm at the receiver to mitigate the effects of multi-user interferences. In particular, we investigate the performance of turbo coded dual polarized DSTTD-IDMA system based on Stanford University Interim (SUI) specifications. Our simulation results demonstrate that our considered Dual-Polarized DSTTD-IDMA system provides better BER performance with reduced size of mobile units in the context of DL communication.
在这篇文章中,我们评估了双空时发射分集(DSTTD)-交错多址(IDMA)系统在相关选频信道上在完美信道状态信息下的性能。DSTTD系统需要四个发射天线在基站上实现两个STBC块单元,用于下行链路通信。在我们所考虑的工作中,我们用两个双极化天线代替四个单极化发射天线,以利用正交极化实现极化分集。进一步考虑了基于空时块零化技术的非线性多用户检测,通过实现一个双极化接收天线,在减小移动单元尺寸的情况下获得更高的吞吐量。此外,我们在接收端考虑迭代式turbo译码算法,以减轻多用户干扰的影响。我们特别研究了基于Stanford University Interim (SUI)规范的turbo编码双极化DSTTD-IDMA系统的性能。我们的仿真结果表明,我们所考虑的双极化DSTTD-IDMA系统在DL通信环境下具有更好的误码率性能,并且减少了移动单元的尺寸。
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引用次数: 0
Negative dispersion with high birefringence Photonic Crystal Fiber and its propagation properties 高双折射光子晶体光纤负色散及其传输特性
Pub Date : 2014-04-03 DOI: 10.1109/ICCSP.2014.6950161
Pranaw Kumar, Ranjitarani Behera
In this paper we show a comparison of two hexagonal geometries of Photonic Crystal Fiber (PCF). These geometries are different with respect to the area of circular air holes. The area of circular air holes is kept fixed for a structure and is kept decreasing with increase in number of rings for another structure. Both structure considered consists of seven rings. One of the PCF structure with decreasing area of circular air holes report negative dispersion for wide range of wavelength. The birefringence of PCF structure with decreasing area of circular air hole is high compare to that of other PCF structure investigated. The confinement Loss reported is of the order of 10-5 for both the PCF structure in this paper. The confinement factor was reported to be uniform for all the structures in this paper. The mode field pattern for both the structures appears to be a flower like shape with entire field being concentrated in the core and without leakage to cladding. The far field pattern (FFP) is also observed for both the structures.
本文对光子晶体光纤(PCF)的两种六角形结构进行了比较。这些几何形状在圆形气孔的面积方面是不同的。对于一种结构,圆形气孔的面积保持固定,对于另一种结构,圆形气孔的面积随着环数的增加而减小。这两种结构都由七个环组成。一种圆形气孔面积减小的PCF结构在宽波长范围内呈现负色散。随着圆形气孔面积的减小,PCF结构的双折射率比其他PCF结构高。本文所报道的两种PCF结构的约束损失均为10-5数量级。本文报道了所有结构的约束因子是均匀的。两种结构的模场模式均呈花状,整个模场集中在堆芯内,没有泄漏到包层。两种结构的远场模式(FFP)也被观测到。
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引用次数: 9
期刊
2014 International Conference on Communication and Signal Processing
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