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2010 Fourth Asia International Conference on Mathematical/Analytical Modelling and Computer Simulation最新文献

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A New Model for Rain Clutter Cancellation in Marine Radars 船用雷达雨杂波抵消新模型
M. Alaee, R. Amiri, A. S. Moghadam, M. Sepahvand
in this paper we propose a probability density function for signal contaminated by sea and rain non-stationary clutter and noise. Afterward, using the proposed pdf we estimated unknown parameters and using Hilbert transform and obtain an analytical signal to pass its imaginary part through a designed Hilbert filter. In the cell under test, we compare adaptive threshold output from the calculated real and imaginary parts of signal and make an automatic decision to whether anti rain clutter filter must be used or not. This algorithm will decrease adaptively destructive effects of rain clutter just in such cells that are contaminated with rain reflections. Our proposed algorithm is tested on real RADAR signature and implemented in a sea marine RADAR. Results show that the method has good performance in inhomogeneous clutter and different sea states.
本文提出了受海、雨非平稳杂波和噪声污染的信号的概率密度函数。然后,利用该方法估计未知参数,利用希尔伯特变换得到一个解析信号,使其虚部通过设计的希尔伯特滤波器。在待测单元中,比较计算得到的信号实部和虚部的自适应阈值输出,自动判断是否使用防雨杂波滤波器。该算法能够自适应地降低雨杂波对被雨反射污染的小区的破坏性影响。本文提出的算法在实际雷达信号上进行了测试,并在海上船舶雷达上实现。结果表明,该方法在非均匀杂波和不同海况条件下具有良好的性能。
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引用次数: 3
Enhanced Least Significant Bit Scheme Robust against Chi-Squared Attack 抗Chi-Squared攻击的增强最小有效位方案
Masoud Afrakhteh, S. Ibrahim
Among the steganographic techniques and particularly in conventional least significant bit (LSB) insertion method, there is a challenging issue and that is how to embed desired secret bits in a cover medium (a typical 8-bit gray-scale image) in a way not to be seen by human vision system as well as the fact that it is expected not to be attacked by some attacks like chi-squared attack, etc. The point is how to maintain robustness and the highest acceptable imperceptibility. Although by using more pixels for estimating each target pixel’s capacity, bigger imperceptibility is achieved, there is another problem that the higher probability of being attacked by Chi-squared index is expected as the desired amount of secret bits increases. This paper proposes a method that utilizes more surrounding pixels (unlike BPCS, PVD and MBNS methods which use 3 or 4 immediate neighbors of each pixel). In this regard, for each certain target pixel, a more precise number of bits known as capacity, is found to be filled by respective secret bits. Finally, it is proved that the method is robust against Chi-squared attack. The new method is called MSP and it stands for more surrounding pixels.
在隐写技术中,特别是在传统的最低有效位(LSB)插入方法中,存在一个具有挑战性的问题,即如何以一种不被人类视觉系统看到的方式将所需的秘密位嵌入到覆盖介质(典型的8位灰度图像)中,以及预计不会受到卡方攻击等攻击。关键是如何保持鲁棒性和最高可接受的不可感知性。虽然通过使用更多的像素来估计每个目标像素的容量,实现了更大的不可感知性,但存在另一个问题,即随着所需的秘密比特数量的增加,被卡方指数攻击的概率也会增加。本文提出了一种利用更多周边像素的方法(不同于BPCS, PVD和MBNS方法,每个像素使用3或4个近邻)。在这方面,对于每个特定的目标像素,一个更精确的位数被称为容量,被发现由各自的秘密位填充。最后,证明了该方法对卡方攻击的鲁棒性。这种新方法被称为MSP,它代表更多的周围像素。
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引用次数: 7
A Dynamic Encryption Algorithm for Multicast/Broadcast Streaming Applications 多播/广播流应用的动态加密算法
T. Rahman
In this paper we are proposing a technique for encrypting ‘high volume data streams’ that are sent over communication links throughout various networks. High volume data streams refer to applications such as audio-video conferencing, or more specifically Internet Protocol Television (IPTV), and usage of the File Transfer Protocol or FTP. In most cases when data related to these applications is transferred from one peer to another, the main emphasis always tends to be to transfer these forms of data as fast as possible. As a result of this, the security issue is at times overlooked. This paper is putting forward a technique that might be an answer to the security problem of transferring data of this sort.
在本文中,我们提出了一种加密“大容量数据流”的技术,这些数据流通过各种网络的通信链路发送。大容量数据流指的是音频视频会议等应用,或者更具体地说是IPTV (Internet Protocol Television),以及文件传输协议(File Transfer Protocol, FTP)的使用。在大多数情况下,当与这些应用程序相关的数据从一个对等点传输到另一个对等点时,主要的重点总是倾向于尽可能快地传输这些形式的数据。因此,安全问题有时会被忽视。本文提出了一种可能解决此类数据传输安全问题的技术。
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引用次数: 5
Interaction between Sunlight and the Sky Colour with 3D Objects in the Outdoor Virtual Environment 在室外虚拟环境中,阳光和天空颜色与3D物体的相互作用
S. Halawani, M. Sunar
The sky has always been the crucial element in modeling the background of an outdoor scene. The position of the sun during the day gives a different impact on the sky colour. The sky colour indirectly affects the colour of the objects which were exposed to the lighting, such as the orangish red colour of the clouds seen during sunsets. Consequently, this study will emphasize on how to produce illuminated 3D objects based upon the effects of interaction between the sunlight and sky. A two-part program was developed for this study. The first part of the program concentrates on producing the correct sky colour depending on the position of the sun using Perez’s function. The sky colour will be plotted on the sky dome which in turn will become a closed environment for the clouds. The interaction will occur in the second part of the program where the energy transfer in the dome environment with color of the sky as the main source illumination, resulting in the colour bleeding effect when using the radiosity approach. The result from this study is applicable to daylight modeling of building by showing the lighting effects from the sun and the sky.
天空一直是室外场景背景建模的关键元素。太阳在白天的位置对天空的颜色有不同的影响。天空的颜色间接地影响到暴露在灯光下的物体的颜色,比如日落时看到的橙红色的云。因此,本研究将着重于如何基于阳光和天空之间相互作用的影响来产生被照亮的3D物体。本研究分为两部分。项目的第一部分集中于根据太阳的位置使用Perez的函数产生正确的天空颜色。天空的颜色将绘制在天空的圆顶上,这反过来将成为云的封闭环境。这种相互作用将发生在项目的第二部分,其中能量在穹顶环境中传递,天空的颜色作为主要的光源照明,导致使用辐射方法时的颜色出血效果。本研究的结果可以应用于建筑的日光建模,通过展示太阳和天空的照明效果。
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引用次数: 7
Hub Covering Location Problem under Capacity Constraints 容量约束下的枢纽覆盖定位问题
R. Ghodsi, Mehrdad Mohammadi, H. Rostami
The hub location problem appears in a variety of applications including airline systems, cargo delivery systems, and telecommunication network design. When we analyze hub location applications separately, we observe that each area has its own characteristics. In this paper, we study the single allocation hub covering problem under capacity constraints (or CSAHCLP - Capacitate Single Allocation Hub Covering Location Problem) over complete hub networks and propose a mixed-integer programming formulation to this end. The aim of our model is to find the location of hubs and allocate non-hub nodes to the located hub nodes so much that the travel cost between any hub-node pair is within a given cost bound and hubs are considered under capacity constraint. Unlike [1] we prepare new formulation with covering radius. In general this paper attempts to propose a new mixed-integer programming formulation and adapt the imperialist competitive algorithm to solve the hub covering location problem. Also unlike previous studies, we adapt new solution algorithm (Imperialist competitive algorithm) for solving our problem that has not used yet.
枢纽定位问题出现在各种应用中,包括航空系统、货物交付系统和电信网络设计。当我们单独分析枢纽位置应用程序时,我们观察到每个区域都有自己的特点。本文研究了完全集线器网络中容量约束下的单分配集线器覆盖问题(CSAHCLP - Capacitate single allocation hub cover Location problem),并提出了一个混合整数规划公式。该模型的目标是找到集线器的位置,并将非集线器节点分配给已定位的集线器节点,使任何集线器节点对之间的旅行成本在给定的成本范围内,并且集线器被认为是在容量约束下的。与[1]不同,我们制备了具有覆盖半径的新配方。总的来说,本文试图提出一种新的混合整数规划公式,并采用帝国主义竞争算法来解决枢纽覆盖定位问题。此外,与以往的研究不同,我们采用了新的求解算法(帝国主义竞争算法)来解决我们尚未使用的问题。
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引用次数: 12
Performance Comparison of Different Multilayer Perceptron Network Activation Functions in Automated Weather Classification 不同多层感知器网络激活函数在自动天气分类中的性能比较
I. Isa, S. Omar, Z. Saad, M. K. Osman
Multilayer perceptron network (MLP) has been recognized as a powerful tool for many applications including classification. Selection of the activation functions in the multilayer perceptron (MLP) network plays an essential role on the network performance. This paper presents a comparison study of two commonly used MLP activation function, sigmoid and hyperbolic tangent for weather classification. Meteorological data such as solar radiation, ambient temperature, current, surface temperature, voltage, wind direction and wind speed data are acquired from a photovoltaic (PV) system. Then, the meteorological data are input to the MLP network to classify the weather condition. In this study, weather conditions are classified into four types, rain, cloudy, dry day and storm. Levenberg-Marquardt algorithm is used to train the MLP network since it is the fastest training and ensure the best converges towards a minimum error. Experimental results show that hyperbolic tangent activation function is more efficient compared to sigmoid activation function. The MLP network using hyperbolic tangent function has achieved higher classification accuracy with less number of hidden nodes compared to sigmoid activation function.
多层感知器网络(MLP)已被公认为是一个强大的工具,用于许多应用,包括分类。多层感知器(MLP)网络中激活函数的选择对网络性能起着至关重要的作用。本文对天气分类中常用的两种MLP激活函数s型函数和双曲正切函数进行了比较研究。气象数据,如太阳辐射、环境温度、电流、地表温度、电压、风向和风速数据,都是从光伏(PV)系统获取的。然后,将气象数据输入到MLP网络中进行天气状况分类。在这项研究中,天气条件分为四种类型,雨,多云,干燥和风暴。使用Levenberg-Marquardt算法训练MLP网络,因为它是最快的训练算法,并确保最佳收敛于最小误差。实验结果表明,双曲正切激活函数比s型激活函数更有效。与sigmoid激活函数相比,使用双曲正切函数的MLP网络具有更高的分类精度和更少的隐藏节点。
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引用次数: 8
Clump Sort: A Stable Alternative to Heap Sort for Sorting Medical Data 聚类排序:用于排序医疗数据的堆排序的稳定替代方案
V. Govindaswamy, Matthew Caudill, Jeff Wilson, D. Brower, G. Balasekaran
Sorting data sets are a thoroughly researched field. Several sorting algorithms have been introduced and these include Bubble, Insertion, Selection, Shell, Quick, Merge and Heap. In this paper, we present a novel sorting algorithm,named Clump Sort, to take advantage of ordered segments already present in medical data sets. It succeeds in sorting the medical data considerably better than all the sorts except when using totally non-clumped data. In this test using totally nonclumped data, Heap sort does only slightly better than Clump sort. However, Clump sort has the advantage of being a stable sort as the original order of equal elements is preserved whereas in Heap sort, it is not since it does not guarantee that equal elements will appear in their original order after sorting. As such, Clump Sort will have considerably better data cache performance with both clumped and non-clumped data, outperforming Heap Sort on a modern desktop PC, because it accesses the elements in order. Sorting equal elements in the correct order is essential for sorting medical data.
排序数据集是一个被深入研究的领域。介绍了几种排序算法,包括Bubble、insert、Selection、Shell、Quick、Merge和Heap。在本文中,我们提出了一种新的排序算法,称为簇排序,以利用已经存在于医疗数据集中的有序段。除了使用完全非聚类的数据外,它在对医疗数据进行排序方面比所有排序都要好得多。在这个使用完全非聚类数据的测试中,堆排序只比聚类排序稍微好一点。然而,簇排序的优势在于它是一种稳定的排序,因为它保留了相等元素的原始顺序,而在堆排序中则不是,因为它不能保证相等元素在排序后会以原始顺序出现。因此,对于聚集和非聚集的数据,集群排序将具有更好的数据缓存性能,在现代桌面PC上优于堆排序,因为它按顺序访问元素。以正确的顺序对相等的元素进行排序对于医疗数据的排序至关重要。
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引用次数: 1
Link-Fit and Lazy-Fit Algorithms in Compressed Memory System 压缩内存系统中的链接拟合和延迟拟合算法
Z. Md-Yusof, C. Tan, A. Wong, Z. Ibrahim, M. Hani, M. N. Marsono
Compressed memory system is a high performance memory system that is capable to reduce memory size and improve memory performance. This project focuses on the memory management of compressed memory and a secondlevel memory and compares different compress memory allocation algorithms. Two dynamic memory allocation algorithms, which are lazy-fit and link-fit algorithms are analyzed to determine their impacts on memory compression and memory access time. In this work, systemC design approach is used to design the compressed memory system. The compressed memory system is designed from C modeling and refined to systemC register-transfer level abstraction. The simulation results show the lazy-fit system has better allocation speed compared to the one based on link-fit algorithm.
压缩存储系统是一种高性能的存储系统,能够减少内存大小,提高内存性能。本项目着重于压缩内存和二级内存的内存管理,并比较了不同的压缩内存分配算法。分析了lazy-fit和link-fit两种动态内存分配算法对内存压缩和内存访问时间的影响。本文采用系统设计的方法对压缩存储系统进行设计。压缩内存系统的设计从C语言建模和细化到系统C语言的寄存器传输级抽象。仿真结果表明,与基于链路拟合算法的系统相比,惰性拟合系统具有更好的分配速度。
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引用次数: 1
A Particle Swarm Optimization Approach to Robotic Drill Route Optimization 基于粒子群算法的机器人钻具路径优化
Asrul Adam, A. F. Z. Abidin, Z. Ibrahim, A. R. Husain, Z. Yusof, I. Ibrahim
Most of the operational time of a PCB Robotic Drill is spent on moving the drill bit between the holes. This operational time can be kept at a minimal level by optimizing the route taken by the robot. An optimized route translates to a minimal cost of operating the robot. This paper proposes a new model that implements Particle Swarm Optimization (PSO) in order to find optimized routing path when using the PCB Robotic Drill. The main task of the PCB Robotic Drill is to drill holes at Printed Circuit Board (PCB). This PCB Robotic Drill will route the drill site by moving the drill bit along Cartesian axes from it’s initial position. Then, the drill bit will return back to the initial position. The drill route consists of a number of potential locations where the holes are going to be drilled. As the number of holes required increases so thus does the complexity to find the optimized route. The proposed model can be used to solve this complex problem with minimal computational time. The result of a case study indicates that the proposed model is capable to find the shortest path for the robot to complete its task. Thus concluded the proposed model can be implemented in any drill route problems.
PCB机器人钻的大部分操作时间都花在在孔之间移动钻头上。通过优化机器人所走的路线,可以将该操作时间保持在最小的水平。优化的路线意味着操作机器人的成本最低。本文提出了一种基于粒子群算法的PCB机器人钻具布线优化模型。PCB机器人钻的主要任务是在印刷电路板(PCB)上钻孔。这个PCB机器人钻头将通过沿着笛卡尔轴从它的初始位置移动钻头来定位钻头位置。然后,钻头将返回到初始位置。钻孔路线由许多可能要钻孔的位置组成。随着所需的孔洞数量的增加,寻找优化路线的复杂性也随之增加。该模型可以用最少的计算时间来解决这一复杂问题。实例研究结果表明,该模型能够找到机器人完成任务的最短路径。由此得出,该模型可适用于任何钻路问题。
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引用次数: 35
Sinusoidal Pulse Width Modulation (SPWM) Design and Implementation by Focusing on Reducing Harmonic Content 以减少谐波含量为重点的正弦脉宽调制(SPWM)设计与实现
H. Hussin, A. Saparon, M. Muhamad, M. D. Risin
This paper is focusing on optimizing harmonic content in Sinusoidal Pulse Width Modulation (SPWM) design. This SPWM is designed using VHDL and implemented on ALTERA (DE2-70 board). SPWM output is generated by intersection between sine signal and triangle signal. Sine signal is the reference waveform and triangle waveform is the carrier waveform. When value sine signal is large than triangle signal, the pulse will start produce to high. And then when the triangular signals higher than sine signal, the pulse will come to low. SPWM output will changed by changing the value of number of bit, modulation index and frequency used in this system to produce more pulse width. The more pulse width produced, the output voltage will have lower harmonics contents and the resolution increase.
本文主要研究正弦脉宽调制(SPWM)设计中谐波含量的优化问题。该SPWM采用VHDL设计,并在ALTERA (DE2-70板)上实现。SPWM输出由正弦信号与三角信号的交点产生。正弦信号为参考波形,三角波形为载波波形。当值正弦信号大于三角信号时,脉冲开始产生高电平。然后当三角信号高于正弦信号时,脉冲会变低。通过改变系统中使用的比特数、调制指数和频率的值,SPWM输出会发生变化,从而产生更大的脉宽。产生的脉宽越大,输出电压的谐波含量越低,分辨率越高。
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引用次数: 26
期刊
2010 Fourth Asia International Conference on Mathematical/Analytical Modelling and Computer Simulation
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