首页 > 最新文献

2009 5th International Colloquium on Signal Processing & Its Applications最新文献

英文 中文
Diagnosis of vocal fold pathology using time-domain features and systole activated neural network 时域特征与收缩期激活神经网络在声带病理诊断中的应用
Pub Date : 2009-03-06 DOI: 10.1109/CSPA.2009.5069181
M. Paulraj, S. Yaacob, M. Hariharan
Due to the nature of job, unhealthy social habits and voice abuse, the people are subjected to the risk of voice problems. It is well known that most of vocal fold pathologies cause changes in the acoustic voice signal. Therefore, the voice signal can be a useful tool to diagnose them. Acoustic voice analysis can be used to characterize the pathological voices. This paper presents the detection of vocal fold pathology with the aid of the speech signal recorded from the patients. Time-domain features are proposed and extracted to detect the vocal fold pathology. The main advantages of this method are less computation time, possibility of real-time system development and it requires no transformation techniques (frequency transformation or time-frequency transformation). In order to test the effectiveness and reliability of the proposed time-domain features, a simple neural network model with systole activation function is proposed and trained by conventional back propagation (BP) algorithm. The classification accuracy of the proposed systole activated neural network is comparable with the results of neural network model with sigmoidal activation function. The simulation results show that the proposed systole activated neural network reduces the time taken for training the neural network.
由于工作性质、不健康的社会习惯和滥用声音,人们面临着声音问题的风险。众所周知,大多数声带病变都会引起声音信号的改变。因此,语音信号可以作为一种有用的诊断工具。声学语音分析可以用来表征病理语音。本文介绍了利用患者语音信号进行声带病理检测的方法。提出并提取时域特征来检测声带病理。该方法的主要优点是计算时间短,可以实时开发系统,并且不需要变换技术(频率变换或时频变换)。为了验证所提出的时域特征的有效性和可靠性,提出了一个简单的具有收缩激活函数的神经网络模型,并用传统的反向传播(BP)算法进行训练。所提出的收缩激活神经网络的分类精度与具有s型激活函数的神经网络模型的分类精度相当。仿真结果表明,所提出的收缩激活神经网络减少了神经网络的训练时间。
{"title":"Diagnosis of vocal fold pathology using time-domain features and systole activated neural network","authors":"M. Paulraj, S. Yaacob, M. Hariharan","doi":"10.1109/CSPA.2009.5069181","DOIUrl":"https://doi.org/10.1109/CSPA.2009.5069181","url":null,"abstract":"Due to the nature of job, unhealthy social habits and voice abuse, the people are subjected to the risk of voice problems. It is well known that most of vocal fold pathologies cause changes in the acoustic voice signal. Therefore, the voice signal can be a useful tool to diagnose them. Acoustic voice analysis can be used to characterize the pathological voices. This paper presents the detection of vocal fold pathology with the aid of the speech signal recorded from the patients. Time-domain features are proposed and extracted to detect the vocal fold pathology. The main advantages of this method are less computation time, possibility of real-time system development and it requires no transformation techniques (frequency transformation or time-frequency transformation). In order to test the effectiveness and reliability of the proposed time-domain features, a simple neural network model with systole activation function is proposed and trained by conventional back propagation (BP) algorithm. The classification accuracy of the proposed systole activated neural network is comparable with the results of neural network model with sigmoidal activation function. The simulation results show that the proposed systole activated neural network reduces the time taken for training the neural network.","PeriodicalId":338469,"journal":{"name":"2009 5th International Colloquium on Signal Processing & Its Applications","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115400685","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 6
Early diagnostic the grading stages of dengue haemorrhagic fever 早期诊断登革出血热的分级阶段
Pub Date : 2009-03-06 DOI: 10.1109/CSPA.2009.5069254
H. A. Rahim, S. Arshad, M. Taib
Single frequency bioelectrical impedance analysis (BIA) is an inexpensive, quick and painless means of estimating body composition. In this paper, BIA parameters employed for predicting hemoglobin (Hb) in dengue patients. The BIA technique passes a low-amplitude electrical current, in the range of 500µA to 800µA, at a single frequency of 50 kHz. BIA data was sampled from 210 (comprises of 119 males and 91 females) serologically confirmed dengue fever (DF) and dengue hemorrhagic fever (DHF) patients, hospitalized at the Hospital Universiti Kebangsaan Malaysia (HUKM). After applying multiple regression analysis, it was found out that risk, number of day, anorexia, blood tendency and ERBO were found to be significant independent determinants of predicting the grading stages on DHF.
单频生物电阻抗分析(BIA)是一种廉价、快速、无痛的评估人体成分的方法。本文采用BIA参数预测登革热患者血红蛋白(Hb)。BIA技术通过500µa到800µa范围内的低幅值电流,单频率为50 kHz。BIA数据来自马来西亚Kebangsaan大学医院(HUKM)住院的210名(包括119名男性和91名女性)血清学确诊的登革热(DF)和登革出血热(DHF)患者。经多元回归分析,发现风险、天数、厌食、血倾向和ERBO是预测DHF分级阶段的显著独立决定因素。
{"title":"Early diagnostic the grading stages of dengue haemorrhagic fever","authors":"H. A. Rahim, S. Arshad, M. Taib","doi":"10.1109/CSPA.2009.5069254","DOIUrl":"https://doi.org/10.1109/CSPA.2009.5069254","url":null,"abstract":"Single frequency bioelectrical impedance analysis (BIA) is an inexpensive, quick and painless means of estimating body composition. In this paper, BIA parameters employed for predicting hemoglobin (Hb) in dengue patients. The BIA technique passes a low-amplitude electrical current, in the range of 500µA to 800µA, at a single frequency of 50 kHz. BIA data was sampled from 210 (comprises of 119 males and 91 females) serologically confirmed dengue fever (DF) and dengue hemorrhagic fever (DHF) patients, hospitalized at the Hospital Universiti Kebangsaan Malaysia (HUKM). After applying multiple regression analysis, it was found out that risk, number of day, anorexia, blood tendency and ERBO were found to be significant independent determinants of predicting the grading stages on DHF.","PeriodicalId":338469,"journal":{"name":"2009 5th International Colloquium on Signal Processing & Its Applications","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126727988","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
DDCC-based full-wave rectifier 基于ddc的全波整流器
Pub Date : 2009-03-06 DOI: 10.1109/CSPA.2009.5069241
M. Kumngern, Pongsakorn Saengthong, S. Junnapiya
A new full-wave rectifier circuit employing only two differential difference current conveyors (DDCCs) is presented. The proposed circuit exhibits high input impedance, good temperature stability and wide bandwidth. It is extremely simple and compact, and suitable for IC implementation. The circuit also offers a low output impedance terminal, which is suitable for low impedance load. The simulation results demonstrate the performance of the proposed circuit.
提出了一种新的全波整流电路,该电路仅采用两个差分电流传送带(ddcc)。该电路具有输入阻抗高、温度稳定性好、带宽宽等特点。它非常简单紧凑,适合集成电路实现。该电路还提供了一个低输出阻抗端子,适用于低阻抗负载。仿真结果验证了所提电路的性能。
{"title":"DDCC-based full-wave rectifier","authors":"M. Kumngern, Pongsakorn Saengthong, S. Junnapiya","doi":"10.1109/CSPA.2009.5069241","DOIUrl":"https://doi.org/10.1109/CSPA.2009.5069241","url":null,"abstract":"A new full-wave rectifier circuit employing only two differential difference current conveyors (DDCCs) is presented. The proposed circuit exhibits high input impedance, good temperature stability and wide bandwidth. It is extremely simple and compact, and suitable for IC implementation. The circuit also offers a low output impedance terminal, which is suitable for low impedance load. The simulation results demonstrate the performance of the proposed circuit.","PeriodicalId":338469,"journal":{"name":"2009 5th International Colloquium on Signal Processing & Its Applications","volume":"90 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121906536","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 8
SER performance of Reed-Solomon codes with QAM modulation scheme in AWGN channel AWGN信道中QAM调制方式下Reed-Solomon码的SER性能
Pub Date : 2009-03-06 DOI: 10.1109/CSPA.2009.5069257
M. Ibrahim, Norizan Ahmed
A fundamental task associated with the use of error-correcting codes is recovering the original codeword from the corrupted received word. In this paper we develop a simulation program for the Reed-Solomon codes with an error correction capability of [(n−k)/2]. Three RS codes are chosen to be simulated using MATLAB with Quadrature Amplitude Modulation (QAM) scheme in AWGN channel. The Symbol Error Rate (SER) performance was evaluated and compared with its theoretical calculations.
与使用纠错码相关的一项基本任务是从损坏的接收字中恢复原始码字。本文开发了一个具有[(n−k)/2]纠错能力的Reed-Solomon码的仿真程序。选择3个RS码,在AWGN信道中采用正交调幅(QAM)方案进行MATLAB仿真。对符号误码率(SER)性能进行了评价,并与理论计算结果进行了比较。
{"title":"SER performance of Reed-Solomon codes with QAM modulation scheme in AWGN channel","authors":"M. Ibrahim, Norizan Ahmed","doi":"10.1109/CSPA.2009.5069257","DOIUrl":"https://doi.org/10.1109/CSPA.2009.5069257","url":null,"abstract":"A fundamental task associated with the use of error-correcting codes is recovering the original codeword from the corrupted received word. In this paper we develop a simulation program for the Reed-Solomon codes with an error correction capability of [(n−k)/2]. Three RS codes are chosen to be simulated using MATLAB with Quadrature Amplitude Modulation (QAM) scheme in AWGN channel. The Symbol Error Rate (SER) performance was evaluated and compared with its theoretical calculations.","PeriodicalId":338469,"journal":{"name":"2009 5th International Colloquium on Signal Processing & Its Applications","volume":"141 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123251266","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
EOG signal detection for home appliances activation EOG信号检测家电激活
Pub Date : 2009-03-06 DOI: 10.1109/CSPA.2009.5069215
H. Harun, W. Mansor
Eye movement is the most common way for paralysis patients to communicate. Eye movement can be used by the paralysis patients and armless persons to perform simple tasks, for examples to activate a system in order to get attention or to switch home appliances on and off when they are alone. This study investigates the reliability of EOG signals for activating home appliances. A replica of a living room with a fixed location of the television and a switch was set up and the EOG signals were recorded when the subjects were sitting and standing at various positions. Various distances between the subject and the television and gaze angles were considered to obtain optimum EOG signals. An algorithm to detect the occurrence of the EOG signals was developed and its performance was examined. It was found that the proposed eye movement technique could produce clear EOG signals which are suitable for activating home appliances and the success percentage of the algorithm is 92%.
眼球运动是瘫痪患者最常用的交流方式。瘫痪病人和没有手臂的人可以用眼球运动来完成简单的任务,例如,激活一个系统以引起注意,或者当他们独自一人时打开和关闭家用电器。本研究探讨了激活家用电器的eeg信号的可靠性。在一个客厅的复制品中,设置了固定位置的电视和开关,记录受试者在不同位置坐着和站着时的脑电图信号。受试者与电视之间的不同距离和凝视角度被考虑以获得最佳的眼电信号。提出了一种检测EOG信号的算法,并对其性能进行了验证。实验结果表明,所提出的眼动技术能够产生清晰的眼动信号,适合于家用电器的激活,算法的成功率为92%。
{"title":"EOG signal detection for home appliances activation","authors":"H. Harun, W. Mansor","doi":"10.1109/CSPA.2009.5069215","DOIUrl":"https://doi.org/10.1109/CSPA.2009.5069215","url":null,"abstract":"Eye movement is the most common way for paralysis patients to communicate. Eye movement can be used by the paralysis patients and armless persons to perform simple tasks, for examples to activate a system in order to get attention or to switch home appliances on and off when they are alone. This study investigates the reliability of EOG signals for activating home appliances. A replica of a living room with a fixed location of the television and a switch was set up and the EOG signals were recorded when the subjects were sitting and standing at various positions. Various distances between the subject and the television and gaze angles were considered to obtain optimum EOG signals. An algorithm to detect the occurrence of the EOG signals was developed and its performance was examined. It was found that the proposed eye movement technique could produce clear EOG signals which are suitable for activating home appliances and the success percentage of the algorithm is 92%.","PeriodicalId":338469,"journal":{"name":"2009 5th International Colloquium on Signal Processing & Its Applications","volume":"478 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115101380","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 27
Robust identification of a single axis high precision positioning system 单轴高精度定位系统的鲁棒辨识
Pub Date : 2009-03-06 DOI: 10.1109/CSPA.2009.5069192
Safanah M. Raafat, W. Martono, Rini Akmeliawati, A. Legowo
Robust control has been studied in recent years as an efficient methodology for the design of highly performing controllers of positioning systems. However, it is necessary to provide accurate nominal model and associated uncertainty bounds to design this type of controllers. The aim of this paper is to robustly identify a single axis high precision positioning system with uncertainties. For a given data set a nominal model is identified then model error modeling techniques are used to handle uncertainties in modeling. To examine the quality of the identified nominal and modeling error models H∞ is designed based on the identified uncertainties. Computer simulation and experimenting with the high precision positioning system verify that the obtained nominal model and modeling error model are reliable and the implemented approach can be used to develop an integrated identification and robust controller.
鲁棒控制作为一种设计高性能定位系统控制器的有效方法,近年来得到了广泛的研究。然而,必须提供准确的标称模型和相关的不确定性界限来设计这种类型的控制器。本文的目的是对具有不确定性的单轴高精度定位系统进行鲁棒辨识。对于给定的数据集,首先确定一个标称模型,然后使用模型误差建模技术来处理建模中的不确定性。为了检验所识别的标称模型和建模误差模型的质量,基于所识别的不确定性设计了H∞。计算机仿真和高精度定位系统实验验证了所得到的标称模型和建模误差模型是可靠的,所实现的方法可用于开发集成辨识和鲁棒控制器。
{"title":"Robust identification of a single axis high precision positioning system","authors":"Safanah M. Raafat, W. Martono, Rini Akmeliawati, A. Legowo","doi":"10.1109/CSPA.2009.5069192","DOIUrl":"https://doi.org/10.1109/CSPA.2009.5069192","url":null,"abstract":"Robust control has been studied in recent years as an efficient methodology for the design of highly performing controllers of positioning systems. However, it is necessary to provide accurate nominal model and associated uncertainty bounds to design this type of controllers. The aim of this paper is to robustly identify a single axis high precision positioning system with uncertainties. For a given data set a nominal model is identified then model error modeling techniques are used to handle uncertainties in modeling. To examine the quality of the identified nominal and modeling error models H∞ is designed based on the identified uncertainties. Computer simulation and experimenting with the high precision positioning system verify that the obtained nominal model and modeling error model are reliable and the implemented approach can be used to develop an integrated identification and robust controller.","PeriodicalId":338469,"journal":{"name":"2009 5th International Colloquium on Signal Processing & Its Applications","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133668657","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
An FPGA-based implementation of variable fractional delay filter 可变分数阶延迟滤波器的fpga实现
Pub Date : 2009-03-06 DOI: 10.1109/CSPA.2009.5069197
U. Nithirochananont, S. Chivapreecha, K. Dejhan
A variable fractional delay (VFD) filter is widely used in applications such as symbol timing recovery, arbitrary sampling rate conversion and echo cancellation. This paper presents an implementation of variable fractional delay filter on FPGA. The implementation utilizes an efficient structure so called Taylor structure. The main advantage of this structure is to reduce number of multiplier and adder when compared with Farrow structure or modified Farrow structure. The result of implementation will be reported as throughput and area utilization.
可变分数延迟(VFD)滤波器广泛应用于符号时序恢复、任意采样率转换和回波消除等领域。提出了一种可变分数阶延迟滤波器在FPGA上的实现方法。该实现利用了一种称为泰勒结构的高效结构。与Farrow结构或改进Farrow结构相比,该结构的主要优点是减少了乘法器和加法器的数量。实施的结果将作为吞吐量和面积利用率进行报告。
{"title":"An FPGA-based implementation of variable fractional delay filter","authors":"U. Nithirochananont, S. Chivapreecha, K. Dejhan","doi":"10.1109/CSPA.2009.5069197","DOIUrl":"https://doi.org/10.1109/CSPA.2009.5069197","url":null,"abstract":"A variable fractional delay (VFD) filter is widely used in applications such as symbol timing recovery, arbitrary sampling rate conversion and echo cancellation. This paper presents an implementation of variable fractional delay filter on FPGA. The implementation utilizes an efficient structure so called Taylor structure. The main advantage of this structure is to reduce number of multiplier and adder when compared with Farrow structure or modified Farrow structure. The result of implementation will be reported as throughput and area utilization.","PeriodicalId":338469,"journal":{"name":"2009 5th International Colloquium on Signal Processing & Its Applications","volume":"86 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132788296","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
Application of PID controller in controlling refrigerator temperature PID控制器在冰箱温度控制中的应用
Pub Date : 2009-03-06 DOI: 10.1109/CSPA.2009.5069255
N. Hamid, M. Kamal, Faieza Hanum Yahaya
This paper presents the comparison of performances between a PID temperature controller and a conventional on-off temperature controller for home-applied refrigerator. A new PID temperature controller was designed to replace the conventional on-off temperature controller to maintain the inner temperature of a refrigerator. Both temperature controllers of the conventional system and the PID were designed and evaluated using MATLAB Simulink software. The simulation shows that the PID controller was found to be more consistent and effective in maintaining the inner temperature of the refrigerator despite rapid changes in the outer temperature, than the conventional on-off controller. The both simulation results provide full graphical development which is analyzed and have been compared. The effectiveness of the PID control system and its ability to maintain the inner temperature of the refrigerator consistently than the conventional on-off controller is shown.
本文介绍了一种用于家用冰箱的PID温度控制器与传统开关温度控制器的性能比较。设计了一种新的PID温度控制器来取代传统的开关温度控制器来保持冰箱的内部温度。利用MATLAB Simulink软件对常规系统的温度控制器和PID控制器进行了设计和评估。仿真结果表明,在外部温度快速变化的情况下,PID控制器比传统的开关控制器更能保持冰箱内部温度的一致性和有效性。两种仿真结果都提供了完整的图形化开发,并对其进行了分析和比较。与传统的开关控制器相比,PID控制系统的有效性和保持冰箱内部温度一致的能力得到了证明。
{"title":"Application of PID controller in controlling refrigerator temperature","authors":"N. Hamid, M. Kamal, Faieza Hanum Yahaya","doi":"10.1109/CSPA.2009.5069255","DOIUrl":"https://doi.org/10.1109/CSPA.2009.5069255","url":null,"abstract":"This paper presents the comparison of performances between a PID temperature controller and a conventional on-off temperature controller for home-applied refrigerator. A new PID temperature controller was designed to replace the conventional on-off temperature controller to maintain the inner temperature of a refrigerator. Both temperature controllers of the conventional system and the PID were designed and evaluated using MATLAB Simulink software. The simulation shows that the PID controller was found to be more consistent and effective in maintaining the inner temperature of the refrigerator despite rapid changes in the outer temperature, than the conventional on-off controller. The both simulation results provide full graphical development which is analyzed and have been compared. The effectiveness of the PID control system and its ability to maintain the inner temperature of the refrigerator consistently than the conventional on-off controller is shown.","PeriodicalId":338469,"journal":{"name":"2009 5th International Colloquium on Signal Processing & Its Applications","volume":"34 5","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"113956568","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 34
Holes mobility enhancement using strained silicon, SiGe technology 利用应变硅、SiGe技术增强空穴迁移率
Pub Date : 2009-03-06 DOI: 10.1109/CSPA.2009.5069248
A. Zoolfakar, A. Ahmad
In this research, holes mobility enhancement is studied using Silicon Germanium, SiGe technology. SiGe is deposited on silicon substrate to increase carrier mobility in the device thus will increase the drive current too. The main focus of the research is to investigate the effect of using SiGe on holes mobility. In addition, variation thicknesses of SiGe on device characteristic are also studied. Technology nodes that involve in this research are 0.9 µm, 0.8 µm and 0.7 µm. The research has been carried out using Silvaco simulation software. From the modelling result, it is observed that 100% of mobility enhancement was observed for SiGe compared to conventional PMOS.
本研究采用硅锗(SiGe)技术研究了空穴迁移率的增强。SiGe沉积在硅衬底上,以增加器件中的载流子迁移率,从而也将增加驱动电流。本研究的重点是研究SiGe对空穴迁移率的影响。此外,还研究了SiGe厚度变化对器件特性的影响。本研究涉及的技术节点有0.9µm、0.8µm和0.7µm。本研究采用Silvaco仿真软件进行。从建模结果来看,与传统的PMOS相比,SiGe的迁移率提高了100%。
{"title":"Holes mobility enhancement using strained silicon, SiGe technology","authors":"A. Zoolfakar, A. Ahmad","doi":"10.1109/CSPA.2009.5069248","DOIUrl":"https://doi.org/10.1109/CSPA.2009.5069248","url":null,"abstract":"In this research, holes mobility enhancement is studied using Silicon Germanium, SiGe technology. SiGe is deposited on silicon substrate to increase carrier mobility in the device thus will increase the drive current too. The main focus of the research is to investigate the effect of using SiGe on holes mobility. In addition, variation thicknesses of SiGe on device characteristic are also studied. Technology nodes that involve in this research are 0.9 µm, 0.8 µm and 0.7 µm. The research has been carried out using Silvaco simulation software. From the modelling result, it is observed that 100% of mobility enhancement was observed for SiGe compared to conventional PMOS.","PeriodicalId":338469,"journal":{"name":"2009 5th International Colloquium on Signal Processing & Its Applications","volume":"21 4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134130349","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 7
Entropy based feature extraction for motorbike engine faults diagnosing using neural network and wavelet transform 基于神经网络和小波变换的摩托车发动机故障熵特征提取
Pub Date : 2009-03-06 DOI: 10.1109/CSPA.2009.5069186
M. Paulraj, S. Yaacob, M. Zin
The sound of working vehicle provides an important clue for engine faults diagnosis. Endless efforts have been put into the research of fault diagnosis based on sound. It offers concrete economic benefits, which can lead to high system reliability and save maintenance cost. A number of diagnostic systems for vehicle repair have been developing in recent years. Artificial Neural Network is a very demanding application and popularly implemented in many industries including condition monitoring via fault diagnosis. This paper presents a feature extraction algorithm using total entropy of 5 level decomposition of wavelet transform. The engine noise signal is decomposed into 5 levels (A5, D5, A4, D4, A3, D3, A2, D2, A1, D1) using Daubechies “db4” wavelet family. From the decomposed signals, the entropy is applied for each levels and the feature are extracted and used to develop a backpropagation neural network.
工作车辆的声音为发动机故障诊断提供了重要线索。基于声音的故障诊断技术的研究已经投入了大量的精力。它具有具体的经济效益,可以提高系统的可靠性,节约维护成本。近年来,许多汽车维修诊断系统得到了发展。人工神经网络是一种要求很高的应用,广泛应用于许多行业,包括通过故障诊断进行状态监测。提出了一种基于小波变换五阶分解的总熵特征提取算法。利用Daubechies“db4”小波族将发动机噪声信号分解为A5、D5、A4、D4、A3、D3、A2、D2、A1、D1 5个电平。从分解后的信号中,对每个层次施加熵,提取特征并用于建立反向传播神经网络。
{"title":"Entropy based feature extraction for motorbike engine faults diagnosing using neural network and wavelet transform","authors":"M. Paulraj, S. Yaacob, M. Zin","doi":"10.1109/CSPA.2009.5069186","DOIUrl":"https://doi.org/10.1109/CSPA.2009.5069186","url":null,"abstract":"The sound of working vehicle provides an important clue for engine faults diagnosis. Endless efforts have been put into the research of fault diagnosis based on sound. It offers concrete economic benefits, which can lead to high system reliability and save maintenance cost. A number of diagnostic systems for vehicle repair have been developing in recent years. Artificial Neural Network is a very demanding application and popularly implemented in many industries including condition monitoring via fault diagnosis. This paper presents a feature extraction algorithm using total entropy of 5 level decomposition of wavelet transform. The engine noise signal is decomposed into 5 levels (A5, D5, A4, D4, A3, D3, A2, D2, A1, D1) using Daubechies “db4” wavelet family. From the decomposed signals, the entropy is applied for each levels and the feature are extracted and used to develop a backpropagation neural network.","PeriodicalId":338469,"journal":{"name":"2009 5th International Colloquium on Signal Processing & Its Applications","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133560263","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
期刊
2009 5th International Colloquium on Signal Processing & Its Applications
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1