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Identification of linearized regions of non-linear transducers responses 非线性换能器响应线性化区域的辨识
Pub Date : 2010-08-23 DOI: 10.1109/ICCCE.2010.5556753
D. Abdulwahab, Sheroz Khan, J. Chebil, M. Ahmed, A. Naji, Al-Kaissi, A. Alam
Transducers have found wide applications in industries, though, they possess nonlinear responses. The nonlinearity feature does not prevail over the entire range; rather there are sections (or regions) on the response curves that are easily regarded as linear. This work focuses on analyzing transducer characteristics by finding regions exhibiting larger level of linearity. The point of inflection is a joint between two consecutive linear segments, and it is where changes in the output signal in response to external parameter variations remain at minimum compared to its immediate neighboring points. It is shown through simulations on how, assuming that a given system does not operate over the entire range of the response curve, a linear response is assured. This is done by translating the circuit operating over the linear section by employing additional external circuit elements. This paper attempts at analyzing a transducer characteristics by showing regions around the points of inflections where variations remain most linear.
换能器在工业中有广泛的应用,但它们具有非线性响应。非线性特征不会在整个范围内占上风;相反,响应曲线上的某些部分(或区域)很容易被认为是线性的。这项工作的重点是通过寻找具有较大线性水平的区域来分析换能器特性。拐点是两个连续线性段之间的连接点,与相邻点相比,输出信号响应外部参数变化的变化最小。通过仿真表明,假设给定系统不能在响应曲线的整个范围内运行,如何保证线性响应。这是通过使用额外的外部电路元件在线性部分上转换电路来完成的。本文试图通过显示拐点周围的区域来分析换能器的特性,其中变化保持最线性。
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引用次数: 7
Rainfall forecasting models using focused time-delay neural networks 聚焦时滞神经网络的降雨预报模型
Pub Date : 2010-05-11 DOI: 10.1109/ICCCE.2010.5556806
K. K. Htike, Othman Omran Khalifa
Rainfall forecasting is vital for making important decisions and performing strategic planning in agriculture-dependent countries. Despite its importance, statistical rainfall forecasting, especially for long-term, has been proven to be a great challenge due to the dynamic nature of climate phenomena and random fluctuations involved in the process. Artificial Neural Networks (ANNs) have recently become very popular and they are one of the most widely used forecasting models that have enjoyed fruitful applications for forecasting purposes in many domains of engineering and computer science. The main contribution of this research is in the design, implementation and comparison of rainfall forecasting models using Focused Time-Delay Neural Networks (FTDNN). The optimal parameters of the neural network architectures were obtained from experiments while networks were trained to perform one-step-ahead predictions. The daily rainfall dataset, obtained from Malaysia Meteorological Department (MMD), was converted to monthly, biannually, quarterly and monthly datasets. Training and testing were performed on each of the datasets and corresponding accuracies of the forecasts were measured using Mean Absolute Percent Error. For testing data, results indicate that yearly rainfall dataset gives the most accurate forecasts (94.25%). As future work, more parameters such as temperature, humidity and sunshine data can be incorporated into the neural network for superior forecasting performance.
在依赖农业的国家,降雨预报对于作出重要决策和执行战略规划至关重要。尽管统计降雨预报很重要,但由于气候现象的动态性和过程中涉及的随机波动,特别是长期的统计降雨预报已被证明是一项巨大的挑战。人工神经网络(ann)近年来非常流行,是应用最广泛的预测模型之一,在工程和计算机科学的许多领域都有丰富的预测应用。本研究的主要贡献在于利用聚焦时滞神经网络(FTDNN)设计、实现和比较降雨预报模型。从实验中获得神经网络结构的最优参数,同时训练网络进行一步超前预测。从马来西亚气象部门(MMD)获得的日降雨量数据集被转换为月度、半年度、季度和月度数据集。对每个数据集进行训练和测试,并使用平均绝对百分比误差测量预测的相应准确性。对于测试数据,结果表明,年降雨量数据的预测准确率最高(94.25%)。在未来的工作中,可以将更多的参数如温度、湿度和日照数据纳入神经网络,以获得更好的预测效果。
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引用次数: 43
Study of direct detection technique for zero cross correlation code in OCDMA OCDMA中零相关码直接检测技术的研究
Pub Date : 2010-05-11 DOI: 10.1109/ICCCE.2010.5556830
C. Rashidi, M. Anuar, S. Aljunid
This paper investigates the performance of direct detection technique for zero cross correlation code in Optical Code Division Multiple Access (OCDMA) which is a better technique to reduce Multi Access Interference (MAI). MAI is the main reason for performance degradation in optical CDMA especially when large numbers of users are involved. The implementation of direct detection whereby only a pair of decoder and detector is required as opposed with two pairs in the AND subtraction detection technique. OptiSystem Ver.7 has been used for simulation on system's performance. It is possible since the code properties posses' one clean signal chip for each of the channels. Subsequently, phase-induced intensity noise (PIIN) is suppressed at the receiver, thus the system performance is improved in term of signal to noise ratio and bit error rate. It has been shown that by using direct detection technique is better compare with other technique such as AND subtraction technique in ZCC code system as the varying the number of user is related to the power level of the received power is lower for BER 10−9. A larger number of users have higher insertion loss and smaller output power. For ZCC code, direct detection technique can support higher number users than the conventional technique because the number of filters at the receiver is reduced, thus a smaller power loss.
本文研究了光码分多址(OCDMA)中零互相关码直接检测技术的性能,该技术是一种较好的降低多址干扰(MAI)的技术。MAI是导致光CDMA性能下降的主要原因,特别是当用户数量较大时。直接检测的实现,其中只需要一对解码器和检测器,而不是与减法检测技术中的两对。利用OptiSystem Ver.7对系统性能进行了仿真。这是可能的,因为代码属性为每个通道拥有一个干净的信号芯片。然后,在接收端抑制相生强度噪声(PIIN),从而在信噪比和误码率方面提高系统性能。结果表明,在ZCC码系统中,由于用户数量的变化与接收功率的高低有关,当误码率为10−9时,接收功率较低,采用直接检测技术比采用与减法等其他技术效果更好。用户数量越多,插入损耗越大,输出功率越小。对于ZCC码,直接检测技术可以支持比传统技术更多的用户数量,因为接收器上的滤波器数量减少,因此功耗更小。
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引用次数: 15
Open space experimental work for L-band mobile satellite (MS) using a simple and low cost data acquisition system 利用一种简单、低成本的数据采集系统对l波段移动卫星进行开放空间实验
Pub Date : 2010-05-11 DOI: 10.1109/ICCCE.2010.5556762
I. Abba, W. Abidin, V. P. Bong, A. Othman, K. H. Ping
Mobile satellite (MS) signal performance is affected by many factors such as ionospheric effect, multipath fading and shadowing effect. Satellites transmit signals at the same strength, but things like trees and buildings can obscure a signal beyond recognition. Some experimental works have been done using the existing geo-satellite system or airborne platform in the developed countries which is quite expensive and complicated. Very little data is represents less developed countries such as Africa and Asia. Therefore, a simple and low cost data acquisition system that can be used to carry out measurement of the MS signal performance is proposed. The experiment is carried out in open area with no obstruction of the direct wave. In addition, NMEA sentences will be used to obtain the required signal propagation parameters. The measurement is then performed to determine the relationship between the signal performance with respect to the elevation and azimuth angles. Results obtained from analysis will be used to determine the characteristics of the open space environment. This method can be used to encourage more experimental works in the less develop countries. Propagation data for the open space environment can be used as a reference to determine the MS signal quality for shadowing environments.
移动卫星信号性能受到电离层效应、多径衰落和阴影效应等多种因素的影响。卫星以同样的强度传输信号,但树木和建筑物等东西会使信号模糊到无法识别。利用发达国家现有的昂贵和复杂的地球卫星系统或机载平台进行了一些实验工作。非洲和亚洲等欠发达国家的数据很少。因此,提出了一种简单、低成本的数据采集系统,可用于测量MS信号的性能。实验是在无直达波障碍物的开阔区域进行的。此外,将使用NMEA语句来获得所需的信号传播参数。然后进行测量以确定信号性能与仰角和方位角之间的关系。分析所得的结果将用于确定开放空间环境的特征。这种方法可以用来鼓励较不发达国家开展更多的实验工作。开放空间环境下的传播数据可以作为确定阴影环境下MS信号质量的参考。
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引用次数: 6
Phonetically rich and balanced arabic speech corpus: An overview 语音丰富和平衡的阿拉伯语语料库:综述
Pub Date : 2010-05-11 DOI: 10.1109/ICCCE.2010.5556832
M. Abushariah, R. N. Ainon, R. Zainuddin, Othman Omran Khalifa, M. Elshafei
Lack of spoken and written training data is one o f the main issues encountered by Arabic automatic speech recognition (ASR) researchers. Almost all written and spoken corpora are not readily available to the public and many of them can only be obtained by purchasing from the Linguistic Data Consortium (LDC) or the European Language Resource Association (ELRA). There is more shortage of spoken training data as compared to written training data resulting in a great need for more speech corpora in order to serve different domains of Arabic ASR. The available spoken corpora were mainly collected from broadcast news (radios and televisions), and telephone conversations having certain technical and quality shortcomings. In order to produce a robust speaker-independent continuous automatic Arabic speech recognizer, a set of speech recordings that are rich and balanced is required. The rich characteristic is in the sense that it must contain all the phonemes of Arabic language. It must be balanced in preserving the phonetics distribution of Arabic language too. This set of speech recordings must be based on a proper written set of sentences and phrases created by experts. Therefore, it is crucial to crea te a high quality written (text) set of the sentences and phrases before recording them. This work adds a new kind of possible speech data for Arabic language based text and speech applications besides other kinds such as broadcast news and telephone conversations. Therefore, this work is an invitation to all Arabic ASR developers and research groups to explore and capitalize.
缺乏口头和书面训练数据是阿拉伯语自动语音识别(ASR)研究人员遇到的主要问题之一。几乎所有的书面语和口语语料库都不容易向公众提供,其中许多语料库只能从语言数据联盟(LDC)或欧洲语言资源协会(ELRA)购买。与书面训练数据相比,口语训练数据更加短缺,因此需要更多的语音语料库来服务于阿拉伯语ASR的不同领域。现有的口语语料库主要来自广播新闻(广播和电视),以及存在一定技术和质量缺陷的电话对话。为了制作一个鲁棒的独立于扬声器的连续自动阿拉伯语语音识别器,需要一组丰富而平衡的语音记录。丰富的特征是它必须包含阿拉伯语的所有音素。在保留阿拉伯语的语音分布方面也必须保持平衡。这组语音录音必须基于专家创建的一组正确的书面句子和短语。因此,在记录句子和短语之前,创建一个高质量的书面(文本)集是至关重要的。这项工作为基于阿拉伯语的文本和语音应用增加了一种新的可能的语音数据,除了广播新闻和电话交谈等其他类型。因此,这项工作是对所有阿拉伯ASR开发人员和研究小组的探索和利用的邀请。
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引用次数: 12
The effect of particle size distributions on dust storm attenuation prediction for microwave propagation 粒径分布对微波传播沙尘暴衰减预测的影响
Pub Date : 2010-05-11 DOI: 10.1109/ICCCE.2010.5556831
E. A. Elsheikh, M. R. Islam, A. Alam, A. F. Ismail, K. Al-Khateeb, Z. Elabdin
Dust storm effect on microwave signal attenuation has attracted many researchers recently. Many prediction models have been developed in order to predict microwave signal attenuation during the dust storm. Most of the dust storm prediction models have ignored the variation of the particle size inside the dust storms. Therefore, their predicted results didn't reflect those have been measured. In this paper two of the dust prediction models [1–2] have been investigated based on particle size statistical distributions (normal, exponential and lognormal) [3–8]. The proposed modification reflects the actual variation of the dust particle size distribution in these prediction models. The predicted attenuation based on lognormal particle size distribution have been compared with the measured data and found close agreement.
近年来,沙尘暴对微波信号衰减的影响引起了广泛的研究。为了预测沙尘暴期间微波信号的衰减,人们开发了许多预测模型。大多数沙尘暴预报模型都忽略了沙尘暴内部颗粒大小的变化。因此,他们的预测结果并不能反映已经测量的结果。本文研究了基于粒径统计分布(正态、指数和对数正态)的两种粉尘预测模型[1-2][3-8]。所提出的修正反映了这些预测模型中粉尘粒径分布的实际变化。基于对数正态粒度分布的预测衰减与实测数据进行了比较,发现两者非常吻合。
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引用次数: 24
Watermarking in Safe Region of frequency domain using complex-valued Neural Network 基于复值神经网络的频域安全区域水印
Pub Date : 2010-05-11 DOI: 10.1109/ICCCE.2010.5556858
R. F. Olanrewaju, O. Khalifa, A. Abdalla, A. Aburas, A. Zeki
It has been discovered by computational experiments that Complex Back-Propagation (CBP) algorithm is well suited for learning complex pattern [1], and it has been reported that this ability can successfully be applied in image processing with complex values. In this paper, a watermarking scheme based on Complex-Valued Neural Network, CVNN trained by CBP in transform domain is proposed. Fast Fourier Transform, FFT is used to obtain the complex values (real and imaginary part) of the host image. The complex values form the input data of CVNN. Neural networks performs best on detection, mapping, classification, learning and adaption. These features are employed to simulate the Safe Region (SR) to embed the watermark, thus, watermark are appropriately mapped to the safe region of selected coefficients. The implementation results have shown that this watermarking algorithm has high level of imperceptibility.
通过计算实验发现,复杂反向传播(CBP)算法非常适合于复杂模式[1]的学习,并且有报道称这种能力可以成功地应用于复杂值的图像处理。本文提出了一种基于变换域CBP训练的复值神经网络(CVNN)的水印方案。快速傅里叶变换(FFT)用于获取主机图像的复数值(实部和虚部)。复值构成了CVNN的输入数据。神经网络在检测、映射、分类、学习和适应方面表现最好。利用这些特征模拟安全区域(SR)来嵌入水印,从而将水印适当地映射到选定系数的安全区域。实现结果表明,该算法具有较高的不可感知性。
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引用次数: 9
Robust adaptive frequency-domain equalization for DS-CDMA in non-Gaussian noise channels 非高斯噪声信道下DS-CDMA的鲁棒自适应频域均衡
Pub Date : 2010-05-11 DOI: 10.1109/ICCCE.2010.5556776
L. Y. K. Wang, Heng-Siong Lim, A. Tan
Adopting frequency-domain equalization (FDE) in DS-CDMA can partially restore the orthogonality of users and suppress multiple-access interference (MAI). The existing FDEs are designed with the assumption of additive white Gaussian noise. Although the assumption is quite proper for a variety of applications, it has been revealed that many background noises arising in the reality are with non-Gaussian statistics. In this paper, we show that the Gaussian-based FDEs fare poorly in non-Gaussian noise environment. To achieve reliable data transmission in frequency-selective multiple-access channel with unknown non-Gaussian noise, we propose a robust adaptive FDE which consists of a nonlinear preprocessing front-end followed by a linear adaptive FDE. The nonlinear front-end adapts itself to the unknown non-Gaussian noise to suppress the impulses while the FDE effectively removes the MAI. Results from the simulation reveal that the proposed robust FDE is able to perform successfully in both Gaussian and non-Gaussian noise environments.
在DS-CDMA中采用频域均衡(FDE)可以部分恢复用户的正交性,抑制多址干扰。现有的fde都是在加性高斯白噪声假设下设计的。虽然这一假设适用于各种应用,但现实中产生的许多背景噪声具有非高斯统计量。在本文中,我们证明了基于高斯的fde在非高斯噪声环境下表现不佳。为了在具有未知非高斯噪声的选频多址信道中实现可靠的数据传输,提出了一种鲁棒自适应FDE算法,该算法由非线性预处理前端和线性自适应FDE组成。非线性前端适应未知的非高斯噪声抑制脉冲,而FDE有效地消除了MAI。仿真结果表明,所提出的鲁棒FDE在高斯和非高斯噪声环境下都能成功地执行。
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引用次数: 2
ICT to serve Hajj: Analytical study 信通技术服务朝觐:分析研究
Pub Date : 2010-05-11 DOI: 10.1109/ICCCE.2010.5556793
S. Hameed
Hajj (pilgrimage) is the fifth pillar of Islam that must be carried out at least once in their lifetime by every able-bodied Muslim. It is the largest annual convention of Faith in the world that requires traveling to Mecca. Hajj is performed based on predetermined dates, times, and places. It is a demonstration of the solidarity of the Muslim people, and their submission to Allah the Exalted (GOD). Hajj is an important event in Muslims' life, which offers religious, educational, scientific, social, economical, political and other benefits that are rewarded by Allah SWT to Muslims. Two to three millions out of One and half billion of Muslims around the world, performed Hajj annually. Time, date and place limitations related to Hajj leads to several difficulties and problems that require suitable solutions. Literature review LR, survey, and analysis summarize Hajj difficulties as: Managerial and organizational problems; Lack of information and misunderstanding; and difficulties in dialogue between people, pilgrims and organizational committees. This research paper proposes suitable solutions to solve difficulties using the powerful capabilities of information and communication technologies ICT. It shows the main components of a Comprehensive Hajj Model that includes: comprehensive Hajj database model for managing, organizing and tracking pilgrims and other stakeholders; a Multi- lingual Hajj Educational model on Web-based or CD; and a portable Hajj emergency and guidance model. This comprehensive solution offers: religious, educational, scientific, social, economical, political and other benefits for Muslims. It can be consider as a step toward Muslim unity and offering a unified understanding and cooperation between Muslims.
朝觐(朝圣)是伊斯兰教的第五个支柱,每个健全的穆斯林在他们的一生中必须至少进行一次。这是世界上最大的年度宗教会议,需要前往麦加。朝觐是根据预定的日期、时间和地点进行的。它显示了穆斯林人民的团结,以及他们对至高无上的安拉(真主)的服从。朝觐是穆斯林生活中的重要事件,它为穆斯林提供了宗教、教育、科学、社会、经济、政治和其他利益,这些都是真主给予穆斯林的回报。全世界15亿穆斯林中,每年有200万到300万人参加朝觐。朝觐的时间、日期和地点限制造成了一些困难和问题,需要适当的解决办法。文献综述、调查和分析将朝觐困难归纳为:管理和组织问题;缺乏信息和误解;人们、朝圣者和组织委员会之间的对话困难重重。本文利用信息通信技术(ICT)的强大功能,提出了解决困难的合适方案。它展示了综合朝觐模型的主要组成部分,包括:综合朝觐数据库模型,用于管理、组织和跟踪朝觐者和其他利益相关者;基于网络或光盘的多语种朝觐教育模式以及便携式朝觐应急和引导模型。这一综合解决方案为穆斯林提供了宗教、教育、科学、社会、经济、政治和其他方面的好处。它可以被认为是迈向穆斯林团结的一步,并在穆斯林之间提供统一的理解和合作。
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引用次数: 22
Intelligence traveling schedule recommender based on commonsense reasoning algorithm 基于常识推理算法的智能行程推荐
Pub Date : 2010-05-11 DOI: 10.1109/ICCCE.2010.5556814
Chen-Shu Wang, Chia-Chuan Yeh, Chun-Yi Li
Traveling-schedule (TS) arrangement is a classical ill-define problem which lacks of structure and fulfills uncertainty and dynamic complexity. In general, there are two ways to resolve TS arrangement (TSA) problem, including: package tourism provide by travel agency who arrange entire traveling program. The other is independent tourism that travelers should collect information and arrange all traveling-detail themselves. Nowadays, independent tourism is getting popular and may instead of total package one due to tourism flexibility and customization. To cater for independent tourism customer, many travel agencies have already developed recommender system to provide online traveler with particular tourism packages according to their query conditions. However, such recommendation result usually become involve in package tourism advertisements and lack of flexibility. Additionally, such recommender mechanism can not replicate important word-of-mouse effect about traveling experience. Thus, the recommender mechanism should be revised for TSA problem solving. This research proposed an intelligence traveling recommender (iTR) system based on commonsense reasoning (CR) algorithm. iTR includes two reasoning processes, the general reasoning and the exception one. Furthermore, iTR consists of three intelligent agents and three automatic mechanisms enable user constantly refine and revise suggested traveling-schedule by iTR. CR is an appropriate methodology to deal with TSA problem because of CR can replicate human decision process actually. Finally, a demonstration TSA scenario is presented to illustrate the effect and feasibility of proposed iTR recommender architecture.
旅行计划安排是一个典型的不确定问题,缺乏结构,具有不确定性和动态复杂性。一般来说,解决TSA问题的方式有两种,包括:旅行社提供的包价旅游,旅行社安排整个旅游计划。另一种是自由行旅游,旅游者应该自己收集信息,安排所有的旅行细节。如今,自由行旅游越来越受欢迎,由于旅游的灵活性和定制性,自由行旅游可能取代全包旅游。为了迎合自由行游客的需求,许多旅行社已经开发了推荐系统,根据他们的查询条件为在线旅行者提供特定的旅游套餐。但是,这种推荐结果往往会被套用在包价旅游广告中,缺乏灵活性。此外,这种推荐机制不能复制旅游体验的重要的鼠标口碑效应。因此,建议机制应修订为TSA问题的解决。本文提出了一种基于常识推理算法的智能旅游推荐系统(iTR)。iTR包括一般推理和例外推理两个推理过程。此外,iTR由三个智能代理和三种自动机制组成,用户可以不断完善和修改iTR建议的旅行计划。CR是一种适用于TSA问题的方法,因为CR可以复制人类的决策过程。最后,提出了一个示范TSA场景来说明所提出的iTR推荐架构的效果和可行性。
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引用次数: 4
期刊
International Conference on Computer and Communication Engineering (ICCCE'10)
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