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2012 15th International Conference on Computer and Information Technology (ICCIT)最新文献

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Determination of the effect of having energy drinks on respiratory and heart function analyzing blood perfusion signal 测定能量饮料对呼吸和心脏功能的影响,分析血液灌注信号
Pub Date : 2012-12-01 DOI: 10.1109/ICCITECHN.2012.6509703
M. M. Islam, M. B. Uddin, Mohiudding Ahmad, F. Khatun, Md. Nafiur Rahman Protik, M. Mehedi
In this work, we evaluate the effect of having energy drinks (ED) using laser doppler flowmetry (LDF) technique by analyzing blood perfusion and ECG signal after having energy drinks on different healthy human subjects. After having energy drinks, it is observed that the amplitude of blood perfusion signal increases around two fold. Further analyzing frequency spectrum of the blood perfusion signal using Fast Fourier transform, we have determined the effect of having energy drinks on respiratory and heart function. A significant change in heart activity after having energy drinks has been observed. The amplitude of frequency spectrum of LDF signal related to heart activity increase around three fold. The amplitude of ECG signal and amplitude of frequency spectrum also increase in response to having energy drinks. A little change is observed in respiratory activity as the amplitude of frequency spectrum of LDF signal corresponding to respiratory activity increases around 1.5 times after having energy drinks.
本研究采用激光多普勒血流仪(LDF)技术对不同健康人饮用能量饮料后的血液灌注和心电信号进行了分析,评价了饮用能量饮料的效果。饮用能量饮料后,血液灌注信号的幅度增加了约两倍。进一步利用快速傅立叶变换对血液灌注信号的频谱进行分析,确定了饮用能量饮料对呼吸和心脏功能的影响。据观察,饮用能量饮料后,心脏活动发生了显著变化。与心脏活动相关的LDF信号频谱幅值增加约3倍。饮用能量饮料后,心电信号的幅度和频谱的幅度都有所增加。呼吸活动变化不大,饮用能量饮料后,与呼吸活动相对应的LDF信号频谱幅值增加约1.5倍。
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引用次数: 4
Automated recharge of prepaid mobile phones 预付费手机自动充值
Pub Date : 2012-12-01 DOI: 10.1109/ICCITECHN.2012.6509779
Sujan Chowdhury, Prithwi Raj Chakraborty, A. K. Chowdhury, Md. Liaz Mahamud Lemon
This paper presents a dynamic approach for online mobile phone recharge. Over the past several years, percentage of overall prepaid users has increased rapidly. However, the recharging process is still somehow manual. The system proposed in this paper shows an automated way to recharge the prepaid account. This approach will have a great business impact both in local and global aspects. The effectiveness has been proved with a SMSC server and a recharge SIM.
本文提出了一种动态的手机在线充值方法。在过去的几年里,预付费用户的比例迅速增长。然而,充电过程在某种程度上仍然是手动的。本文提出的系统提供了一种自动充值的方法。这种方法将在本地和全球方面产生巨大的商业影响。通过SMSC服务器和充值SIM卡验证了该方法的有效性。
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引用次数: 1
Classical arithmetic logic unit embedded on reversible/quantum circuit 经典算术逻辑单元嵌入可逆/量子电路
Pub Date : 2012-12-01 DOI: 10.1109/ICCITECHN.2012.6509714
Mozammel H. A. Khan
Reversible circuit dissipates less heat than irreversible circuit. A promising use of reversible circuit may be embedding of reversible circuits in irreversible general purpose computers to allow low-power design. In this paper, we embed an n-bit classical ALU on reversible circuit, which can perform addition, subtraction, EXOR, EXNOR, AND, NAND, OR, NOR, and NOT operations on n-bit data. The quantum realization of our n-bit ALU requires 27n — 10 primitive quantum gates with quantum circuit width of 4n + 5. The known reversible n-bit ALU capable of performing only mod 2n addition, subtraction, negative subtraction, EXOR, and no-operation requires 22n — 10 primitive quantum gates with quantum circuit width of 2n + 5. With a marginal increase of quantum primitive gate count and nearly doubling the quantum circuit width, our ALU implements a larger set of operation needed for general purpose computing.
可逆电路比不可逆电路散发的热量少。可逆电路的一个很有前途的应用可能是在不可逆通用计算机中嵌入可逆电路,以实现低功耗设计。本文在可逆电路上嵌入了一个n位的经典ALU,它可以对n位数据进行加法、减法、EXOR、EXNOR、AND、NAND、OR、NOR和NOT运算。我们的n位ALU的量子实现需要27n - 10个量子门,量子电路宽度为4n + 5。已知的可逆n位ALU只能进行模2n加、减、负减、EXOR和不操作,需要22n - 10个量子门,量子电路宽度为2n + 5。随着量子原语门数的边际增加和量子电路宽度的近两倍,我们的ALU实现了通用计算所需的更大的操作集。
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引用次数: 3
Design and FPGA-based implementation of a high performance 32-bit DSP processor 设计并实现了一个基于fpga的高性能32位DSP处理器
Pub Date : 2012-12-01 DOI: 10.1109/ICCITECHN.2012.6509808
Tasnim Ferdous
To meet the faster processing demand in consumer electronics, performance efficient DSP processor design is important. This paper presents a novel design and FPGA-based implementation of a 32 bit DSP processor to achieve high performance gain for reduced instruction set DSP processors. The proposed design includes a hazard-optimized pipelined architecture and a dedicated single cycle integer MAC to enhance the processing speed. Performance of the designed processor is evaluated against existing similar reduced instruction set DSP processor (MUN DSP-2000). Synthesis results and performance analysis of each system building component confirmed a significant performance improvement in the proposed DSP processor over the compared one.
为了满足消费类电子产品更快的处理需求,设计高性能的DSP处理器非常重要。本文提出了一种基于fpga的32位DSP处理器的新设计和实现,以实现精简指令集DSP处理器的高性能增益。提出的设计包括一个危险优化的流水线架构和一个专用的单周期整数MAC,以提高处理速度。设计的处理器的性能与现有的类似简化指令集DSP处理器(MUN DSP-2000)进行了比较。系统各组成部分的综合结果和性能分析证实了所提出的DSP处理器的性能比所比较的DSP处理器有显著的提高。
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引用次数: 7
Speckle noise reduction from ultrasound images using principal component analysis with bit plane slicing and nonlinear diffusion method 基于位平面切片和非线性扩散的超声图像散斑降噪方法
Pub Date : 2012-12-01 DOI: 10.1109/ICCITECHN.2012.6509760
Mohammad Motiur Rahman, P. K. M. Kumar, Md. Gauhar Arefin, Mohammad Shorif Uddin
In this paper we present and evaluate a novel method for an efficient speckle denoising by using principal component analysis (PCA) with bit plane slicing and nonlinear diffusion. We use PCA transformation for generating de-correlated dataset from a noisy image. Then we apply bit plane slicing on the de-correlated dataset and nonlinear diffusion is applied on each bit plane. For nonlinear diffusion in each bit plane level, a gradient threshold is automatically estimated. Add up all bit plane slice after nonlinear diffusion execution and then we implement inverse principal component analysis for making denoised images. The proposed speckle reduction method could improve image quality and the visibility of small structures and fine details in medical ultrasound imaging compared with state-of-the-art speckle denoising algorithms.
本文提出并评价了一种基于位平面切片和非线性扩散的主成分分析(PCA)的高效散斑去噪方法。我们使用PCA变换从噪声图像生成去相关数据集。然后对去相关数据集进行位平面切片,并在每个位平面上进行非线性扩散。对于每个位平面的非线性扩散,自动估计梯度阈值。将非线性扩散后的所有位平面切片相加,然后进行逆主成分分析,得到去噪图像。与现有的散斑去噪算法相比,所提出的散斑去噪方法可以提高图像质量,提高医学超声成像中小结构和精细细节的可见性。
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引用次数: 6
On-body radio channel measurements for three different human body sizes 三种不同体型的人体无线电通道测量
Pub Date : 2012-12-01 DOI: 10.1109/ICCITECHN.2012.6509806
Mohammad Monirrujjman Khan, Q. Abbasi, Nabila Hossain, R. Afroze, A. A. Masud
In this paper, the effects of different body sizes and shapes on the narrowband (2.45 GHz) on-body radio propagation channels are investigated. Three different human body sizes (thin, medium build and fatty/larger size) are investigated. Experimental investigation is performed using Printed Monopole antennas in the indoor environments. Thirty four different receiver locations on the front part of the body are considered for calculating the path loss. Results show that due to three different human body shapes maximum of 20.3% variation in path loss exponent is observed.
本文研究了不同机身尺寸和形状对窄带(2.45 GHz)机载无线电传播信道的影响。三种不同的人体尺寸(瘦,中等身材和肥胖/大尺寸)被调查。利用印刷单极天线在室内环境下进行了实验研究。考虑了机身前部34个不同的接收器位置来计算路径损耗。结果表明,由于三种不同的人体形状,路径损耗指数的变化最大可达20.3%。
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引用次数: 1
A biologically plausible neural network training algorithm with composite chaos 一种生物学上合理的复合混沌神经网络训练算法
Pub Date : 2012-12-01 DOI: 10.1109/ICCITECHN.2012.6509713
Mobarakol Islam, Md. Rihab Rana, Tanzina Rahman, M. Shahjahan
Chaos appears in many real and artificial systems. Inspired from the presence of chaos in human brain, we attempt to formulate neural network (NN) training method. The method uses a composite chaotic learning rate (CCLR) to train a neural network. CCLR generates a composite chaotic time series consisting of three different chaotic sources such as Mackey Glass, Logistic Map and Lorenz Attractor and a rescaled version of the series is used as learning rate (LR) during NN training. It gives two advantages — similarity with biological phenomena and possibility of jumping from local minima. In addition, the weight update may be accelerated in the local minimum zone due to chaotic variation of LR. CCLR is extensively tested on five real world benchmark classification problems such as diabetes, time series, horse, glass and soybean. The proposed CCLR outperforms the existing BP and BPCL in terms of generalization ability and also convergence rate.
混沌出现在许多真实和人工系统中。受人脑混沌现象的启发,我们尝试建立神经网络(NN)训练方法。该方法采用复合混沌学习率(CCLR)来训练神经网络。CCLR生成由Mackey Glass、Logistic Map和Lorenz Attractor三种不同混沌源组成的复合混沌时间序列,并将该序列的缩放版本用作神经网络训练中的学习率(LR)。它具有与生物现象的相似性和从局部极小值跳跃的可能性两个优点。此外,由于LR的混沌变化,权值更新可能在局部极小区加速。CCLR在糖尿病、时间序列、马、玻璃和大豆等五个现实世界的基准分类问题上进行了广泛的测试。CCLR在泛化能力和收敛速度上都优于现有的BP和BPCL。
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引用次数: 2
Neural network & genetic algorithm based approach to network intrusion detection & comparative analysis of performance 基于神经网络和遗传算法的网络入侵检测方法及性能比较分析
Pub Date : 2012-12-01 DOI: 10.1109/ICCITECHN.2012.6509809
B. Pal, M. Hasan
In this paper backpropagation learning algorithm and genetic algorithm is applied for network intrusion detection and also to classify the detected attacks into proper types. During the training process of the backpropagation algorithm two possible set of features in the rule sets are used separately to determine proper rule set features for better performance. Then the performance of genetic algorithm is compared to the performance of both of the backpropagation approach. The process is tested on training dataset as well as test dataset to analyze the performance. It is found that in detecting the attack connections backpropagation algorithm shows better performance but in classifying the detected attacks into proper types the genetic algorithm approach is more successful.
本文将反向传播学习算法和遗传算法应用于网络入侵检测,并对检测到的攻击进行分类。在反向传播算法的训练过程中,分别使用规则集中的两个可能的特征集来确定合适的规则集特征以获得更好的性能。然后将遗传算法的性能与两种反向传播方法的性能进行了比较。在训练数据集和测试数据集上对该过程进行了测试,以分析其性能。研究发现,在检测攻击连接时,反向传播算法表现出更好的性能,而在对检测到的攻击进行分类时,遗传算法更成功。
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引用次数: 15
Affective mapping of EEG during executive function tasks 执行功能任务中脑电图的情感映射
Pub Date : 2012-12-01 DOI: 10.1109/ICCITECHN.2012.6509741
M. Othman, A. Qayoom, A. Wahab
Executive function is a set of mental processes commonly linked with the activation of the brain's prefrontal cortex. While many studies have focused on EF in adulthood, the development of EF in children is yet to be understood. This paper proposes a new approach for understanding children's reactions during EF tasks by mapping their EEG signals onto the 2D valence-arousal affective space model. Brain signals of ten pre-school children aged between 4–6 years (male: 5; female: 5) were collected while they play the standardized version of the Dimensional Change Card Sort. Behavioral results in terms of percentage of correct responses and response time did not vary significantly across gender. Emotion mapping using the valence-arousal model showed that boys tend to be consistent in their emotion during pre-switch and post-switch tasks. The emotion of girls, however, tends to shift towards neutral state during the post-switch test regardless of their initial emotions in the pre-switch phase.
执行功能是一组心理过程,通常与大脑前额皮质的激活有关。虽然许多研究都集中在成人的EF上,但儿童EF的发展尚不清楚。本文提出了一种新的方法来理解儿童在EF任务中的反应,该方法将儿童的脑电图信号映射到二维价-觉醒情感空间模型上。10名4-6岁学龄前儿童(男5名;女:5)是在他们玩维度变化卡片分类的标准化版本时收集的。在正确反应百分比和反应时间方面,行为结果在性别之间没有显著差异。用效价唤醒模型绘制的情绪图显示,在转换前和转换后的任务中,男孩的情绪倾向于一致。女孩的情绪在转换后的测试中倾向于向中性状态转移,而与转换前阶段的情绪无关。
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引用次数: 5
Distributed k-dominant skyline queries 分布式k主导天际线查询
Pub Date : 2012-12-01 DOI: 10.1109/ICCITECHN.2012.6509757
Asif Zaman, Md. Mahbubul Islam, Md. Anisuzzaman Siddique, Y. Morimoto
Skyline query function is one of promising information filtering methods. Skyline queries return a set of interesting data objects that are not dominated by any other object on all dimensions. Therefore in this paper, we consider k-dominant skyline computation when the underlying dataset is partitioned into geographically distant computing core that are connected to the coordinator (server). The existing solutions are not suitable for our problem, because they are restricted to centralized query processors, limiting scalability and imposing a single point of failure. In this paper, we developed a distributed k-dominant skyline queries (DKSQ) computation algorithm. Where the coordinator iteratively transmits data to each computing core. Computing core is able to prune a large amount of local data, which otherwise would need to be sent to the coordinator. Extensive performance study shows that proposed algorithm is efficient and robust to different data distributions.
Skyline查询函数是一种很有前途的信息过滤方法。Skyline查询返回一组有趣的数据对象,这些对象在所有维度上都不受任何其他对象的支配。因此,在本文中,当底层数据集被划分为连接到协调器(服务器)的地理上遥远的计算核心时,我们考虑k-dominant skyline计算。现有的解决方案不适合我们的问题,因为它们仅限于集中的查询处理器,限制了可伸缩性并造成单点故障。在本文中,我们开发了一种分布式k-显性天际线查询(DKSQ)计算算法。其中协调器迭代地将数据传输到每个计算核心。计算核心能够修剪大量的本地数据,否则这些数据将需要发送给协调器。大量的性能研究表明,该算法对不同的数据分布具有良好的鲁棒性和有效性。
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引用次数: 1
期刊
2012 15th International Conference on Computer and Information Technology (ICCIT)
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