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2015 Communication, Control and Intelligent Systems (CCIS)最新文献

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Hybrid approach for brain tumor detection and classification in magnetic resonance images 磁共振图像中脑肿瘤检测与分类的混合方法
Pub Date : 2015-11-01 DOI: 10.1109/CCINTELS.2015.7437900
G. Praveen, Anita Agrawal
Computerized methods are used in medical imaging to image the inner portions of the human body for medical diagnosis. Image segmentation plays an important role in diagnosis, surgical planning, navigation and various medical evaluations. Manual, semi-automatic and automatic methods are existing for segmentation of the region of interest. In this paper, a hybrid approach for brain tumor detection and classification through magnetic resonance images has been proposed. First phase of the proposed approach deals with image preprocessing which includes noise filtering, skull detection, etc. The second phase deals with feature extraction of MR brain images using gray level co-occurrence matrix. Third phase deals with classification of inputs into normal or abnormal using Least Squares Support Vector Machine classifier with Multilayer perceptron kernel. Final phase is the segmentation of the tumor part from the brain using fast bounding box. The experiments were carried out on 100 images consisting of 25 normal and 75 abnormal from a real human brain and synthetic MRI dataset. The classification accuracy on both training and test images was found to be 96.63%.
计算机方法用于医学成像,对人体内部进行成像,以供医学诊断。图像分割在诊断、手术计划、导航和各种医学评估中发挥着重要作用。感兴趣区域的分割有手动、半自动和自动三种方法。本文提出了一种利用磁共振图像进行脑肿瘤检测与分类的混合方法。该方法的第一阶段处理图像预处理,包括噪声滤波、颅骨检测等。第二阶段是利用灰度共生矩阵对脑磁共振图像进行特征提取。第三阶段使用多层感知机核的最小二乘支持向量机分类器对输入进行正常或异常分类。最后阶段是使用快速边界盒从大脑中分割肿瘤部分。实验是在真实人脑和合成MRI数据集的100张图像上进行的,其中包括25张正常图像和75张异常图像。对训练图像和测试图像的分类准确率均为96.63%。
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引用次数: 55
A hybrid graphical user authentication scheme 混合图形用户认证方案
Pub Date : 2015-11-01 DOI: 10.1109/CCINTELS.2015.7437951
Swaleha Saeed
Graphical password has been introduced as an alternative to text based approaches motivated by the fact that humans can remember images better than text. In this paper we have proposed a graphical user authentication scheme that is a hybrid technique, combination of recognition based scheme and dynamic graphics. The scheme basically focuses on resistivity to shoulder surfing attacks without sacrificing usability, while at the same time improving strength against guessing attacks. The proposed work exploits novel concept of dynamic graphics in which colored objects are associated with the individual password portfolio images and on the screen the color of these objects changes rapidly. The user is required to click at the instant when the desired color associated with the portfolio image is displayed on the screen. User study demonstrated that the scheme is robust, secure and offers high usability and memorability. Hence, can be easily adopted for authentication in public places such as ATMs, access control, cyber cafes, mobile phones etc. without requiring any hardware changes in the existing set-up.
图形密码已经被引入,作为基于文本的方法的替代方案,这是因为人类比文本更能记住图像。本文提出了一种图形用户认证方案,该方案是基于识别的方案和动态图形相结合的混合技术。该方案基本上侧重于在不牺牲可用性的情况下抵抗肩冲浪攻击,同时提高抵抗猜测攻击的强度。提出的工作利用了动态图形的新概念,其中彩色对象与单个密码组合图像相关联,并且在屏幕上这些对象的颜色快速变化。当与作品集图像相关联的所需颜色显示在屏幕上时,用户需要立即单击。用户研究表明,该方案鲁棒性好,安全性好,具有较高的可用性和可记忆性。因此,可以很容易地用于公共场所的身份验证,如自动柜员机、门禁、网吧、流动电话等,而无需更改现有的硬件设置。
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引用次数: 11
QRS complex detection and arrhythmia classification using SVM 基于支持向量机的QRS复合体检测与心律失常分类
Pub Date : 2015-11-01 DOI: 10.1109/CCINTELS.2015.7437915
Alka S. Barhatte, R. Ghongade, Abhishek S. Thakare
The Electrocardiogram (ECG) is most widely used techniques to detect cardiac diseases. In this paper we propose ECG signal analysis and classification method using wavelet energy histogram method and support vector machine (SVM). The classification of cardiac arrhythmia in the ECG signal consists of three stages including ECG signal preprocessing, feature extraction and heartbeats classification. The discrete wavelet transform is used as preprocessing tool for signal denoising and feature extraction such as R point location, QRS complex detection. Morphological features extracted from the QRS complex are employed as input to the classifier. Binary SVM is used as a classifier to classify the input ECG beat into four classes i.e. Normal, Left bundle branch block, Right bundle branch block and Premature ventricular contraction. MIT-BIH arrhythmia database is used for performance analysis. The proposed classifier performs well with an average sensitivity of 100%, specificity of 99.66%, positive prediction of 99%, false prediction of 0.0033, and average classification rate of 99.75%.
心电图(ECG)是检测心脏疾病最广泛使用的技术。本文提出了一种基于小波能量直方图和支持向量机的心电信号分析与分类方法。心电信号中心律失常的分类包括心电信号预处理、特征提取和心跳分类三个阶段。将离散小波变换作为信号去噪和R点定位、QRS复合体检测等特征提取的预处理工具。从QRS复合体中提取的形态特征被用作分类器的输入。采用二值支持向量机作为分类器,将输入心电搏分为正常、左束支传导阻滞、右束支传导阻滞和室性早搏四类。使用MIT-BIH心律失常数据库进行性能分析。该分类器的平均灵敏度为100%,特异性为99.66%,阳性预测率为99%,错误预测率为0.0033,平均分类率为99.75%。
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引用次数: 25
Automated coal characterization using computational intelligence and image analysis techniques 使用计算智能和图像分析技术的自动煤表征
Pub Date : 2015-11-01 DOI: 10.1109/CCINTELS.2015.7437903
Alpana, Subrajeet Mohapatra
The coal petrologist looks to focus the petrographic attributes of natural and inorganic coal constituents and their parallel and vertical varieties inside of a solitary coal sample of a specific coal field. Conventional investigation of coal by a petrologists are subjected to diverse insufficiencies like inter and intra observation throughout screen analysis and various machine usage, slowness, need of experienced petrologists and tiredness. In chemical examination, usage of conventional analyzers is unrestrained for characterization technique. In this paper, image analysis serves as an incredible computerized characterization procedure of subtyping the coal, according to their textural, and color features. Coal characterization is imperative for the right use of coal in the power and steel industries etc. Henceforth, in this paper, endeavors are made to devise a methodology for an automated characterization and sub typing of different grades of coal samples using image processing and standard neural network techniques.
煤炭岩石学家关注的是特定煤田单个煤样中天然和无机煤组分的岩石学属性及其平行和垂直变化。岩石学家对煤炭的传统调查受到各种不足的影响,如在筛选分析和各种机器使用中进行内部和内部观察,速度慢,需要经验丰富的岩石学家和疲劳。在化学检测中,常规分析仪的使用是不受限制的。在本文中,图像分析作为一种难以置信的计算机表征程序,根据其纹理和颜色特征对煤进行分类。煤的表征对煤在电力、钢铁等行业的合理利用至关重要。因此,本文将努力设计一种方法,利用图像处理和标准神经网络技术对不同等级的煤样品进行自动表征和分型。
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引用次数: 8
Design and simulation of LNA using 0.18 µm CMOS technology for UWB systems 基于0.18µm CMOS技术的超宽带系统LNA设计与仿真
Pub Date : 2015-11-01 DOI: 10.1109/CCINTELS.2015.7437946
Dheeraj Kalra, Manish Kumar, Abhay Chaturvedi, Alok Kumar
This paper presents the UWB LNA using 0.18μm CMOS technology. The proposed circuit is simulated for the frequency range of 3.1GHz to 10.6GHz. By applying the resistive feedback topology, the noise figure of the circuit can be improved. The source degeneration technique helps in balancing the effect of parasitic capacitance. The proposed circuit has the cascade and cascode connections of the transistors helped in the increment of the gain. The simulation results shows that the highest gain of the circuit is 19.982dB at 8.665GHz & the gain is approximately constant throughout the frequency range. The minimum noise figure is 1.270dB at 3.1GHz and the maximum noise figure is 3.4dB at 10.6GHz.
本文提出了采用0.18μm CMOS技术的超宽带LNA。该电路在3.1GHz ~ 10.6GHz频率范围内进行了仿真。采用阻性反馈拓扑可以改善电路的噪声系数。源退化技术有助于平衡寄生电容的影响。该电路采用级联和级联方式连接晶体管,有助于增益的增加。仿真结果表明,该电路在8.665GHz时的最高增益为19.982dB,并且在整个频率范围内增益近似恒定。3.1GHz时最小噪声系数为1.270dB, 10.6GHz时最大噪声系数为3.4dB。
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引用次数: 0
Implementation of low frequency band pass filter by 3-OTA based floating active inductor 基于3-OTA的浮动有源电感实现低频带通滤波器
Pub Date : 2015-11-01 DOI: 10.1109/CCINTELS.2015.7437918
A. Pramanik, A. K. Gupta
This paper presents a competitive alternative to conventional passive spiral grounded inductor by realising a 3-OTA CMOS floating active inductor circuit. The realised floating active inductor has been used to implement a low frequency band pass filter design. The designed floating active inductor shows a high frequency operating range with wide tuning capability. The simulation of the proposed grounded active inductor and implementation of band pass filter in low frequency domain are carried out by using Cadence Virtuoso UMC 180 nm technology by Spectre simulator.
本文通过实现一种3-OTA CMOS浮动有源电感电路,提出了一种具有竞争力的传统无源螺旋接地电感的替代方案。所实现的浮动有源电感已用于实现低频带通滤波器的设计。所设计的浮动有源电感具有高频率工作范围和宽调谐能力。利用Spectre模拟器,利用Cadence Virtuoso UMC 180 nm技术,对所提出的接地有源电感进行了仿真,并在低频域实现了带通滤波器。
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引用次数: 0
Water velocity measurement using contact and Non-contact type sensor 采用接触式和非接触式传感器测量水流速度
Pub Date : 2015-11-01 DOI: 10.1109/CCINTELS.2015.7437935
Amit Waghmare, A. A. Naik
In this paper we present two type of real time water velocity measurement system, first contact type water velocity measurement and another is non-contact type water velocity measurement system. In contact type, Hall Effect water flow sensor is used as a sensing unit, as water flows through that sensor, it gives corresponding pulse signal, By counting number of pulses from the output of the sensor, it will be calibrated using Arduinouno board to find the water velocity. Non-contact type velocity measurement system is based on video processing based optical flow technique. The optical flow is estimated from consecutive frames from which displacement is calculated through sparse optical flow algorithm such as pyramidical Lucas-Kanade approach. The results for Non-contact type technique shown in the paper are calculated using CMOS camera on the canal near Khadkwasla Damp at Pune.
本文介绍了两种实时测速系统,一种是接触式测速,另一种是非接触式测速。在接触式中,使用霍尔效应水流量传感器作为传感单元,当水流过该传感器时,它会发出相应的脉冲信号,通过计算传感器输出的脉冲数,利用Arduinouno板进行校准,得到水的流速。非接触式速度测量系统是基于视频处理的光流技术。通过稀疏光流算法(如金字塔Lucas-Kanade方法)从连续的帧中估计光流,并从中计算位移。本文采用CMOS相机在浦那Khadkwasla Damp附近的运河上计算了非接触式技术的结果。
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引用次数: 8
A reconfigurable antenna with multiband characteristics for GPS and mobile communication 一种用于GPS和移动通信的具有多波段特性的可重构天线
Pub Date : 2015-11-01 DOI: 10.1109/CCINTELS.2015.7437877
Rachana Yadav, S. Yadav, S. Yadav
A simple Coaxial-fed antenna with frequency-band reconfigurable characteristics is presented here. This proposed antenna consists of a modified patch structure with annular-ring slots etched on it. In order to generate frequency reconfigurable characteristics different combination of ON/OFF states PIN diodes are used. These diodes are situated as switches in curve type slots. Antenna is operable in three modes on the basis of combination of ON/OFF states of the switches. This antenna is able to maintain a return loss below -10 dB for the GPS L5 Band (1.164 GHz to 1.189 GHz) exactly and 2.6 GHz for mobile broadband.
本文提出了一种具有频带可重构特性的简单同轴馈电天线。该天线由一种改进的贴片结构组成,并在其上蚀刻环形槽。为了产生频率可重构特性,使用了不同的ON/OFF状态组合PIN二极管。这些二极管位于曲线型槽中的开关。基于开关的开/关状态组合,天线可在三种模式下工作。该天线能够在GPS L5频段(1.164 GHz至1.189 GHz)和2.6 GHz移动宽带中保持低于-10 dB的回波损耗。
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引用次数: 4
PMCC: A probabilistic model for congestion control (dealing with needless retransmission and waiting) PMCC:拥塞控制的概率模型(处理不必要的重传和等待)
Pub Date : 2015-11-01 DOI: 10.1109/CCINTELS.2015.7437887
A. Singh, Meenu
The aim of the TCP/IP protocols and various algorithms is to provide an end-to-end reliable communication in the World Wide Web communication with prime focus on quality of services. And in order to provide this the network which governs the communication must be congestion free. Congestion can be defined as: Any such event that consequence the degradation of performance and denial of services is congestion which are promised earlier (goal of reliable networking). The researchers are working for solution to the congestion problem from 1988. Many algorithms in this category have already been proposed but the dynamic and unpredictable nature of the network needs an adaptive algorithm in every aspect. Ones the congestion occur normally algorithms reduce sending rate and later on recover it, but The cost of facing congestion is very high. And since TCP is widely accepted protocol for reliable communication, hence any algorithm in this category must not violate the TCP semantics. So, algorithms must prevent congestion and detection and recovery must be the last option. In this paper, we proposed a probabilistic model for improving the performance of the network and try to prevent congestion with cubic window adjustment function and adapt the variability in the network automatically. Since we waste the maximum time during communication in waiting for the acknowledgement and in retransmission of lost packets, this algorithm mainly focused on the avoiding the unnecessary “waiting and retransmission” and minimizing the complexity to calculation of the congestion window size.
TCP/IP协议和各种算法的目的是在万维网通信中提供端到端的可靠通信,主要关注服务质量。为了提供这一点,管理通信的网络必须是无拥塞的。拥塞可以定义为:任何导致性能下降和拒绝服务的事件都是先前承诺的拥塞(可靠网络的目标)。研究人员正致力于解决1988年以来的拥堵问题。这类算法已经被提出了很多,但网络的动态性和不可预测性需要在各个方面都采用自适应算法。当拥塞发生时,算法通常会降低发送速率,然后再恢复,但面对拥塞的代价非常高。由于TCP是被广泛接受的可靠通信协议,因此这一类中的任何算法都不能违反TCP语义。因此,算法必须防止拥塞,检测和恢复必须是最后的选择。本文提出了一种提高网络性能的概率模型,并尝试利用三次窗口调整函数来防止网络拥塞,并自动适应网络中的可变性。由于我们在通信过程中浪费的时间最多的是等待确认和重传丢失的数据包,因此该算法主要侧重于避免不必要的“等待重传”和最小化拥塞窗口大小计算的复杂性。
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引用次数: 0
Study on energy savings by using efficient utilites in buildings 在建筑物内使用高效的公用设施以节省能源的研究
Pub Date : 2015-11-01 DOI: 10.1109/CCINTELS.2015.7437963
Balakrishna Nallamothu, C. Selvam, K. Srinivas, S. Prabhakaran
India's Energy consumption rate has increased in 21st century due to its economic growth and steady rise in GDP. The energy demand is increased due to evolution of new electronic gadgets to improve the life style. India's Energy consumption in residential buildings is about 40 percent of total. There is a 30 to 40 percent of energy saving opportunities existing in this sector with minimum efforts. India framed Energy Conservation Building Code (ECBC) to adopt energy conservation methods in buildings. In this paper, we demonstrate the energy savings with efficient utilities compared to conventional ones through a real time two room building model. Two identical rooms in a building have been considered in which one is equipped with highly efficient utilities whereas the other room with conventional utilities of same capacity. In addition to that, the scheduled controlling mechanism is also implemented in energy efficient room to automate as well as to increase the energy savings further. From the investigations, it is concluded that the visual comfort has been increased by 25 percent and power savings by 57 percent in lighting system of efficient room. Further, it is also observed that 18 percent of energy is saved by using efficient fans. With efficient lighting, fans and air conditioning systems, overall room energy efficiency has been improved by 25 percent. In future, renewable energy sources and advance control strategies will be incorporated to make building net zero energy and green buildings.
21世纪以来,由于印度经济的增长和GDP的稳步上升,印度的能源消耗率有所上升。能源需求的增加是由于新的电子产品的发展,以改善生活方式。印度住宅建筑的能耗约占总能耗的40%。在这个领域,只要付出最小的努力,就有30%到40%的节能机会。印度制定了《节能建筑规范》(ECBC),在建筑中采用节能方法。在本文中,我们通过一个实时的两室建筑模型,展示了高效公用事业与传统建筑相比的节能效果。在一栋建筑中有两个相同的房间,其中一个房间配备了高效的公用设施,而另一个房间则配备了相同容量的传统公用设施。除此之外,节能房间还实施了定时控制机制,以实现自动化,并进一步增加节能。调查结果表明,高效室内照明系统的视觉舒适度提高了25%,节电57%。此外,还观察到,通过使用高效风扇节省了18%的能源。有了高效的照明、风扇和空调系统,整个房间的能源效率提高了25%。未来将结合可再生能源和先进的控制策略,使建筑成为净零能耗和绿色建筑。
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引用次数: 5
期刊
2015 Communication, Control and Intelligent Systems (CCIS)
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