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2013 Annual IEEE India Conference (INDICON)最新文献

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Feature weighted clustering of mixed data sets by hybrid evolutionary algorithm 基于混合进化算法的混合数据集特征加权聚类
Pub Date : 2013-12-01 DOI: 10.1109/INDCON.2013.6726029
D. Dutta, P. Dutta, J. Sil
This paper proposes a weighted (W) k-prototype (KP) Multi Objective Genetic Algorithm (MOGA) (W - KP - MOGA) that can automatically evolve feature weights (based on importance of features in cluster) and clustering solutions. Here we are hybridizing KP with MOGA. Minimization of Homogeneity (H) and maximization of Separation (S) are two measures of optimization. For comparison purpose we have also implemented KP and KP - MOGA. Testing by different real world data set with different clustering validity indices shows the superiority of W - KP - MOGA.
提出了一种加权(W) k-原型(KP)多目标遗传算法(MOGA) (W - KP - MOGA),该算法能够自动进化特征权重(基于聚类中特征的重要性)和聚类解。这是KP和MOGA的杂化。同质性最小化(H)和分离性最大化(S)是优化的两个度量。为了便于比较,我们还实现了KP和KP - MOGA。用不同的真实数据集和不同的聚类有效性指标进行了检验,证明了W - KP - MOGA的优越性。
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引用次数: 0
A wearable device for monitoring galvanic skin response to accurately predict changes in blood pressure indexes and cardiovascular dynamics 一种可穿戴设备,用于监测皮肤电反应,以准确预测血压指标和心血管动力学的变化
Pub Date : 2013-12-01 DOI: 10.1109/INDCON.2013.6726085
K. Subramanya, V. V. Bhat, Sandeep A. Kamath
Predicting acute hypotensive episode (AHE) in patients in emergency rooms and in intensive care units (ICU) is a difficult challenge. As it is well accepted that physiological compensatory adaptations to circulatory shock involve blood flow redistribution and increase in sympathetic stimulation, we recently investigated if galvanic skin response (GSR) or electro-dermal activity (EDA), a measure of sympathetic stimulation, could give information about the impending danger of acute hypotensive episode or circulatory collapse (Subramanya and Mudol, 2012). In this current study, a low-cost wearable device was developed and tested to help progress towards a system for predicting blood pressure (BP) and cardiovascular dynamics. In a pilot study, we examined hypotheses about the relation between GSR values and four BP indexes (systolic BP, diastolic BP, mean arterial pressure and pulse pressure) in apparently healthy human volunteers before and immediately after treadmill exercise. All four BP indexes had significant relationship with GSR, with pulse pressure possibly the strongest predictor of variations in the GSR and vice-versa. This paper opens up opportunities for future investigations to evaluate the utility of continuous monitoring of GSR to forecast imminent cardiovascular collapse, AHE and shock, and could have far-reaching implications for ICU, trauma and critical care management.
预测急诊室和重症监护病房(ICU)患者的急性低血压发作(AHE)是一项艰巨的挑战。由于人们普遍认为,对循环休克的生理代偿适应涉及血流再分配和交感神经刺激的增加,我们最近研究了皮肤电反应(GSR)或皮肤电活动(EDA),一种测量交感神经刺激的方法,是否可以提供关于急性低血压发作或循环衰竭即将发生的危险的信息(Subramanya和Mudol, 2012)。在目前的研究中,开发并测试了一种低成本的可穿戴设备,以帮助开发预测血压(BP)和心血管动力学的系统。在一项初步研究中,我们检验了表面健康的人类志愿者在跑步机运动前后GSR值与四个血压指数(收缩压、舒张压、平均动脉压和脉压)之间的关系。四项血压指标均与GSR有显著相关性,其中脉压可能是GSR变化的最强预测因子,反之亦然。本文为未来的研究提供了机会,以评估连续监测GSR在预测即将发生的心血管衰竭、AHE和休克方面的效用,并可能对ICU、创伤和重症监护管理产生深远的影响。
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引用次数: 24
Correlations of fetal cardiac sympathetic activity with maternal body mass index 胎儿心脏交感神经活动与母体体重指数的相关性
Pub Date : 2013-12-01 DOI: 10.1109/INDCON.2013.6725931
K. Desai, M. Sankhe
We tested the hypothesis that maternal body mass index (BMI) determines fetal cardiac sympathetic activity. Heart rate variability (HRV) parameters of fetal are measured for obese & non-obese mother prior to delivery with Doppler ultrasound method. We studied 64 maternal abdominal Doppler ultrasound signals. From these, we identify 41 subjects of whose body mass index (BMI) ranging from 20 to 37. The R-R interval variability which shows the variation between consecutive heart beats, change over time was eventually adopted to calculate for time-domain, frequency domain and non linear analysis. Based on frequency analysis, the ranges of the LF and HF domains were defined as 0.04-0.15 and 0.15-0.4 Hz, respectively. We defined low frequency/high frequency (LF/HF) ratio as a index of sympathetic activity. The value of LF/HF ratio [Nonparametric Fast Fourier Transform (FFT) Based method] in normal pregnancy group displayed clearly decreasing trend with body mass index (BMI) y = - 0.013x + 0.965; R2 = 0.040 (one-way ANOVA: P <; 0.0001). The value of LF/HF ratio [Parametric Autoregressive (AR) Based] in normal pregnancy group displayed clearly decreasing trend with body mass index (BMI) y = - 0.011x + 0.8555; R2 = 0.051 (one-way ANOVA: P <; 0.0001). In consultation with gynecologists and child specialist it has been verified that the new born babies have more neurological problems following deliveries from obese mothers compared with deliveries from non-obese mothers.
我们检验了母体体重指数(BMI)决定胎儿心脏交感神经活动的假设。采用多普勒超声法测定肥胖和非肥胖母亲分娩前胎儿心率变异性(HRV)参数。我们研究了64位产妇腹部多普勒超声信号。从这些数据中,我们确定了41名身体质量指数(BMI)在20到37之间的受试者。R-R间隔变异性表示连续心跳之间的变化,随时间的变化,最终被用来计算时域、频域和非线性分析。根据频率分析,确定低频和高频的范围分别为0.04 ~ 0.15 Hz和0.15 ~ 0.4 Hz。我们将低频/高频(LF/HF)比率定义为交感神经活动的指标。正常妊娠组LF/HF比值[基于非参数快速傅立叶变换(FFT)法]呈明显下降趋势,体重指数(BMI) y = - 0.013x + 0.965;R2 = 0.040(单因素方差分析:P <;0.0001)。正常妊娠组LF/HF比值[基于参数自回归(AR)]呈明显下降趋势,体重指数(BMI) y = - 0.011x + 0.8555;R2 = 0.051(单因素方差分析:P <;0.0001)。在与妇科医生和儿童专家的磋商中,已经证实,与非肥胖母亲分娩的婴儿相比,肥胖母亲分娩的新生儿有更多的神经问题。
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引用次数: 4
Hardware software co-design of a fast bilateral filter in FPGA 基于FPGA的快速双边滤波器软硬件协同设计
Pub Date : 2013-12-01 DOI: 10.1109/INDCON.2013.6726034
Chandrajit Pal, K. Chaudhury, A. Samanta, A. Chakrabarti, R. Ghosh
Bilateral filters are widely used in computer vision and digital imaging applications such as denoising, video abstraction, demosaicing, optical-flow estimation etc. to name a few. Its smoothing and edge preserving characteristics suites perfectly for image and video processing applications, yet its high computational complexity makes real-time hardware implementation a challenging task. This paper provides an efficient Field Programmable Gate Array (FPGA) based implementation of an edge preserving fast bilateral filter on a hardware software co-design environment of a most recent algorithm preserving the boundaries, spikes and canyons in presence of noise. Further, the four stage parallel pipelined architecture greatly improves the speed of operation. Moreover, our separable kernel implementation of the filtering hardware increases the speed of execution by almost five times than the traditional convolution filtering, while utilizing less hardware resource.
双边滤波器广泛应用于计算机视觉和数字成像领域,如去噪、视频提取、去马赛克、光流估计等。它的平滑和边缘保持特性完美地适用于图像和视频处理应用,但其高计算复杂性使得实时硬件实现成为一项具有挑战性的任务。本文提供了一种高效的基于现场可编程门阵列(FPGA)的边缘保持快速双边滤波器的实现,该滤波器在硬件软件协同设计环境中采用了一种最新算法,在存在噪声的情况下保持边界、尖峰和峡谷。此外,四阶段并行流水线架构大大提高了运行速度。此外,我们的可分离内核实现的滤波硬件比传统的卷积滤波的执行速度提高了近五倍,同时使用更少的硬件资源。
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引用次数: 5
Load balancing in cloud based on live migration of virtual machines 基于虚拟机实时迁移的云负载均衡
Pub Date : 2013-12-01 DOI: 10.1109/INDCON.2013.6726147
R. Achar, P. S. Thilagam, Nihal Soans, P. V. Vikyath, Sathvik Rao, A. M. Vijeth
Cloud computing is an upcoming trend in the field of computer science in recent years. In cloud, computing resources are provided as service in the form of virtual machine to its clients across the globe based on demand. Huge demand for cloud resources results in overutilization of servers whenever there is a heavy load. It is necessary to distribute the load across the servers in cloud by taking into consideration of allocating the right amount of resources dynamically based on the load to improve the performance of applications running in virtual machines. In this paper we present an algorithm which dynamically allocate resources based on the need and distribute the load across the servers. We conducted the experiment on Xen Cloud Platform. We use response time as a metric. The experiments conducted shows that the proposed algorithm improves the performance of applications running in virtual machines by using the feature scaling and migration.
云计算是近年来计算机科学领域的一个新趋势。在云计算中,计算资源以虚拟机的形式以服务的形式根据需求提供给全球的客户。对云资源的巨大需求导致服务器在负载过重的情况下过度使用。为了提高运行在虚拟机中的应用程序的性能,有必要根据负载动态分配适量的资源,从而在云中的服务器之间分配负载。本文提出了一种基于需求动态分配资源并在服务器间分配负载的算法。我们在Xen云平台上进行了实验。我们使用响应时间作为度量标准。实验表明,该算法通过特征缩放和迁移,提高了应用程序在虚拟机上运行的性能。
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引用次数: 37
Hankel-norm based interaction analysis and digital controller design for two-input integrated DC-DC converter 基于汉克尔范数的双输入集成DC-DC变换器交互分析及数字控制器设计
Pub Date : 2013-12-01 DOI: 10.1109/INDCON.2013.6725943
B. A. Reddy, M. Veerachary
A centralized digital controller design methodology is proposed for a two-input DC-DC converter. An hankel-norm based interaction analysis is developed to quantify the interaction of the controlling input and outputs of the proposed two-input dc-dc converter. The proposed converter is capable of feeding power to the common load either individually drawing from any one source or simultaneously drawing from both the sources. The load division on the two-input source is demonstrated through a two-loop control strategy. A digital current controller ensures load division in the input sources while the bus voltage regulation is achieved through a single-loop voltage-mode controller. A 24 V, 60 Watt converter performance is analyzed and compared with the experimental observations.
提出了一种双输入DC-DC变换器的集中式数字控制器设计方法。提出了一种基于汉克尔范数的相互作用分析方法来量化所提出的双输入dc-dc变换器的控制输入和输出之间的相互作用。所提出的变流器能够从任何一个源单独提取或同时从两个源提取电力给共同负载。通过双环控制策略演示了双输入源上的负载分配。数字电流控制器确保输入源的负载划分,而母线电压调节通过单回路电压模式控制器实现。分析了24v, 60w变换器的性能,并与实验结果进行了比较。
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引用次数: 2
Placement of PMUs for complete and incomplete observability using search technique 利用搜索技术对完全可观测性和不完全可观测性的pmu放置
Pub Date : 2013-12-01 DOI: 10.1109/INDCON.2013.6725858
P. P. Dalawai, A. Abhyankar
In this paper, a novel technique for the placement of phasor measurement units (PMUs) for complete and incomplete observability of a system using a search technique has been presented. It follows a graph theoretic approach. It is a two stage algorithm where first the network is reduced to eliminate radial zero injection buses, followed by the placement process. The algorithm proposed is a flexible one and can be used on systems both, with and without existing PMUs. The optimal placement set, out of the solution sets obtained, is selected depending on the geographical or communication based constraint on the nodes present in the system. The proposed technique has been tested using IEEE 14, 30 and 57 bus systems. The methodology has also been implemented on the Southern Grid (SR) of the Indian Power System.
本文提出了一种利用搜索技术对系统的完全可观测性和不完全可观测性进行相量测量单元(pmu)布置的新方法。它遵循图论方法。这是一个两阶段的算法,首先减少网络以消除径向零注入总线,然后是放置过程。所提出的算法是一种灵活的算法,可以在有或没有pmu的系统上使用。根据系统中存在的节点的地理或通信约束,从获得的解决方案集中选择最优放置集。所提出的技术已经在IEEE 14、30和57总线系统上进行了测试。该方法也已在印度电力系统的南部电网(SR)中实施。
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引用次数: 7
Power quality improvement using Zig-Zag transformer and DSTATCOM in three phase power distribution system 用z形变压器和DSTATCOM改善三相配电系统的电能质量
Pub Date : 2013-12-01 DOI: 10.1109/INDCON.2013.6725916
O. Kulkarni, M. Mishra
This paper proposes a topology consisting of Zig-Zag transformer for neutral current compensation and reduced rating three-leg single capacitor DSTATCOM for load balancing and unity power factor operation in the presence of unbalanced and distorted load voltages. The detailed analysis of different voltages induced and currents flowing inside Zig-Zag transformer shows that Zig-Zag transformer provides low impedance path to zero sequence currents. In addition to that, the potential of the floating neutral of the Zig-Zag transformer connected to a three-phase source measured with respect to the neutral of that three-phase source equals the zero sequence voltage component of that source. This property can be used to get neutral current compensation in three-phase four-wire power distribution system even in presence of unbalanced and distorted voltages. As the neutral current (total zero sequence current) is being taken care by Zig-Zag transformer, a reduced rating DSTATCOM can be used for load balancing and unity power factor operation using instantaneous symmetrical components theory. A detailed simulation study for the proposed scheme is carried out using PSCAD software.
本文提出了一种由用于中性点电流补偿的锯齿形变压器和用于在负载电压不平衡和畸变情况下进行负载平衡和统一功率因数工作的减小额定三支单电容DSTATCOM组成的拓扑结构。通过对z型变压器内部不同感应电压和流动电流的详细分析,表明z型变压器为零序电流提供了低阻抗通道。除此之外,连接三相源的z形变压器的浮动中性点的电位相对于三相源的中性点测量等于该源的零序电压分量。在三相四线制配电系统中,即使电压存在不平衡和畸变,也可以利用该特性获得中性电流补偿。由于中性点电流(总零序电流)是由锯齿形变压器照顾,一个降低额定DSTATCOM可用于负载平衡和单位功率因数工作,利用瞬时对称元件理论。利用PSCAD软件对所提出的方案进行了详细的仿真研究。
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引用次数: 8
Image steganography using generalized base single digit sum (GB-SDS) 基于广义基数个位数和的图像隐写
Pub Date : 2013-12-01 DOI: 10.1109/INDCON.2013.6726098
C. Balakrishna, V. NaveenChandra, R. Pal
Image steganography intends to hide an important message within an image for the purpose of secret communication or storage. Maintaining imperceptibility of the message is a major characteristic of a good image steganography scheme. This paper, at first, generalizes the concept of single digit sum to support a number system with any given base. Then, this generalized base single digit sum has been utilized to develop an image steganography scheme which elegantly draws a balance between large payload and imperceptibility of the message. Experimental results establish the superiority of this method as compared to several existing image steganography schemes.
图像隐写术旨在将重要信息隐藏在图像中,以达到秘密通信或存储的目的。保持信息的不可感知性是一个好的图像隐写方案的主要特征。本文首先推广了个位数和的概念,以支持任意给定进制的数系。然后,利用这一广义基数个位数和开发了一种图像隐写方案,该方案巧妙地在大负载和消息不可感知性之间取得了平衡。实验结果表明,与现有的几种图像隐写方案相比,该方法具有明显的优越性。
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引用次数: 3
Enhanced hydrogen sensitivity and selectivity of ZnO-SnO2 based sensor 提高了ZnO-SnO2基传感器的氢灵敏度和选择性
Pub Date : 2013-12-01 DOI: 10.1109/INDCON.2013.6726021
B. Mondal, C. Roychaudhury, J. Das, Sugato Ghosh, H. Saha
We report on the fabrication of pure Zinc Oxide (ZnO) and composite ZnO-SnO2 material based H2 sensor using a simple chemical route. The surface morphology and crystal structure of the samples were investigated by scanning electron microscopy (SEM) and X-ray diffraction (XRD). The gas sensing performance of the sensor to Hydrogen in dry air was studied using current-voltage measurements. Selectivity of the sensor against carbon mono-oxide is studied. The obtained result demonstrates a promising approach in the development of low cost selective hydrogen sensor.
本文报道了用简单的化学方法制备纯氧化锌(ZnO)和复合ZnO- sno2材料的H2传感器。采用扫描电子显微镜(SEM)和x射线衍射仪(XRD)研究了样品的表面形貌和晶体结构。通过电流-电压测量,研究了该传感器对干燥空气中氢气的气敏性能。研究了该传感器对一氧化碳的选择性。所得结果为低成本选择性氢传感器的开发提供了一条有前途的途径。
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引用次数: 0
期刊
2013 Annual IEEE India Conference (INDICON)
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