首页 > 最新文献

2016 International Conference on Signal Processing and Communication (ICSC)最新文献

英文 中文
Novel hybrid technique(s) for PAPR reduction in OFDM systems OFDM系统中降低PAPR的新型混合技术
Pub Date : 2016-12-01 DOI: 10.1109/ICSPCOM.2016.7980634
Vipul D Sahni, Nitesh Kumar, V. Saxena
This paper presents a brief overview of some hybrid techniques adapted for Peak to Average Power Ratio (PAPR) reduction. The (PAPR) reduction in Orthogonal Frequency Division Multiplexing (OFDM) system has received widespread attention from over the world during the last decade, leading to the successful development of several techniques for PAPR reduction. To overcome the inherent shortcomings of OFDM systems, more recent work shows the use of hybrid variants of some techniques for PAPR reduction. The paper mainly focuses on the performance and advantages of the proposed technique over the existing ones. In the result, the simulations depict that how the new hybrid proposed technique realizes an improved PAPR and Bit error Rate (BER).
本文简要介绍了一些用于降低峰值平均功率比(PAPR)的混合技术。近十年来,正交频分复用(OFDM)系统的PAPR降低问题受到了世界各国的广泛关注,并成功开发了几种降低PAPR的技术。为了克服OFDM系统固有的缺点,最近的工作表明使用一些技术的混合变体来降低PAPR。本文主要介绍了该技术相对于现有技术的性能和优势。仿真结果表明,新提出的混合技术可以实现更高的PAPR和误码率(BER)。
{"title":"Novel hybrid technique(s) for PAPR reduction in OFDM systems","authors":"Vipul D Sahni, Nitesh Kumar, V. Saxena","doi":"10.1109/ICSPCOM.2016.7980634","DOIUrl":"https://doi.org/10.1109/ICSPCOM.2016.7980634","url":null,"abstract":"This paper presents a brief overview of some hybrid techniques adapted for Peak to Average Power Ratio (PAPR) reduction. The (PAPR) reduction in Orthogonal Frequency Division Multiplexing (OFDM) system has received widespread attention from over the world during the last decade, leading to the successful development of several techniques for PAPR reduction. To overcome the inherent shortcomings of OFDM systems, more recent work shows the use of hybrid variants of some techniques for PAPR reduction. The paper mainly focuses on the performance and advantages of the proposed technique over the existing ones. In the result, the simulations depict that how the new hybrid proposed technique realizes an improved PAPR and Bit error Rate (BER).","PeriodicalId":213713,"journal":{"name":"2016 International Conference on Signal Processing and Communication (ICSC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128879009","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
Propagation characteristics of TE modes in non-uniform circular cylindrical waveguides for Gyro-TWT applications 陀螺行波管非均匀圆柱波导中TE模式的传播特性
Pub Date : 2016-12-01 DOI: 10.1109/ICSPCOM.2016.7980559
R. Budhiraja, Manish Kumar, R. C. Jain
This paper discusses the propagation characteristics of TE modes in non-uniform circular cylindrical waveguides for Gyro-TWT applications. The theory developed in this paper applies more particularly to tapered sections of waveguide having a gradually changing taper angle to connect waveguides of different cross-sectional dimensions for the preferential transmission of a particular mode. The operating mode is carefully selected with due consideration of design constraints/goals. The TE01 mode is selected as an operating mode for the present study. Coupled ordinary differential equations have been derived for the waveguide which are then solved numerically to determine the electromagnetic field configuration inside the waveguide.
本文讨论了陀螺行波管在非均匀圆柱波导中的传输特性。本文发展的理论更特别地适用于具有逐渐变化的锥角的波导的锥形部分,以连接不同横截面尺寸的波导,以优先传输特定模式。操作模式是精心选择的,适当考虑了设计约束/目标。本研究选择TE01模式作为工作模式。推导了波导的耦合常微分方程,并对其进行了数值求解,从而确定了波导内部的电磁场结构。
{"title":"Propagation characteristics of TE modes in non-uniform circular cylindrical waveguides for Gyro-TWT applications","authors":"R. Budhiraja, Manish Kumar, R. C. Jain","doi":"10.1109/ICSPCOM.2016.7980559","DOIUrl":"https://doi.org/10.1109/ICSPCOM.2016.7980559","url":null,"abstract":"This paper discusses the propagation characteristics of TE modes in non-uniform circular cylindrical waveguides for Gyro-TWT applications. The theory developed in this paper applies more particularly to tapered sections of waveguide having a gradually changing taper angle to connect waveguides of different cross-sectional dimensions for the preferential transmission of a particular mode. The operating mode is carefully selected with due consideration of design constraints/goals. The TE01 mode is selected as an operating mode for the present study. Coupled ordinary differential equations have been derived for the waveguide which are then solved numerically to determine the electromagnetic field configuration inside the waveguide.","PeriodicalId":213713,"journal":{"name":"2016 International Conference on Signal Processing and Communication (ICSC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129911478","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: 0
Gender identification from speech signal by examining the speech production characteristics 通过考察语音产生特征,从语音信号中进行性别识别
Pub Date : 2016-12-01 DOI: 10.1109/ICSPCOM.2016.7980584
Esther Ramdinmawii, V. K. Mittal
The term gender identification deals with finding out the gender of a person from his or her voice. Gender identification has been implemented in several Automatic Speaker Recognition (ASR) systems and has proved to be of great significance. The use of gender identification in today's technology makes it easier for user authentication and identification in high security systems. In this paper, we have discussed about the gender identification process for speech signals using three different features namely Pitch using autocorrelation, Signal energy and Mel Frequency Cepstral Coefficients (MFCCs). A linear Support Vector Machine (SVM) classifier was used for classification of features extracted from the speech signal using signal processing methods. Two sets of experiments were performed - in the first experiment, one speech file was tested against one training file as a one-on-one experiment. In the second experiment, one speech file was tested against three training files. The average accuracy of the second experiment was slightly higher than the first experiment. Performance evaluation results are encouraging. The approach can be used in wide range of applications.
性别识别指的是通过一个人的声音来判断他/她的性别。性别识别已在多个自动说话人识别系统中实现,并已被证明具有重要意义。在当今的技术中使用性别识别使得在高安全性系统中更容易进行用户认证和身份识别。在本文中,我们讨论了使用三个不同特征的语音信号的性别识别过程,即使用自相关的音调,信号能量和Mel频率倒谱系数(MFCCs)。采用线性支持向量机(SVM)分类器对语音信号中提取的特征进行分类。我们进行了两组实验,第一个实验是将一个语音文件与一个训练文件进行一对一的测试。在第二个实验中,一个语音文件与三个训练文件进行了测试。第二次实验的平均准确率略高于第一次实验。绩效评估结果令人鼓舞。该方法具有广泛的应用前景。
{"title":"Gender identification from speech signal by examining the speech production characteristics","authors":"Esther Ramdinmawii, V. K. Mittal","doi":"10.1109/ICSPCOM.2016.7980584","DOIUrl":"https://doi.org/10.1109/ICSPCOM.2016.7980584","url":null,"abstract":"The term gender identification deals with finding out the gender of a person from his or her voice. Gender identification has been implemented in several Automatic Speaker Recognition (ASR) systems and has proved to be of great significance. The use of gender identification in today's technology makes it easier for user authentication and identification in high security systems. In this paper, we have discussed about the gender identification process for speech signals using three different features namely Pitch using autocorrelation, Signal energy and Mel Frequency Cepstral Coefficients (MFCCs). A linear Support Vector Machine (SVM) classifier was used for classification of features extracted from the speech signal using signal processing methods. Two sets of experiments were performed - in the first experiment, one speech file was tested against one training file as a one-on-one experiment. In the second experiment, one speech file was tested against three training files. The average accuracy of the second experiment was slightly higher than the first experiment. Performance evaluation results are encouraging. The approach can be used in wide range of applications.","PeriodicalId":213713,"journal":{"name":"2016 International Conference on Signal Processing and Communication (ICSC)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126842030","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: 20
Aspects of secure communication during spectrum handoff in cognitive radio networks 认知无线电网络频谱切换过程中的安全通信
Pub Date : 2016-12-01 DOI: 10.1109/ICSPCOM.2016.7980549
Geetanjali Rathee, P. Thakur, G. Singh, H. Saini
The aim of this manuscript is to propose a secure handoff scheme for cognitive radio network by ensuring a secure communication among cognitive users (CU). A coordinator cognitive user(CCU) is selected based on users trust values/factor (TV/TF) by periodically computing and updating these values of each CU depending upon their characteristics. The CCU is the controlling unit to allow the unused band/channel during spectrum mobility/handoff by the CU as well as upon entry of new CU in the cognitive radio network (CRN). The proposed mechanism is validated by simulating in the Matlab environment against network throughput and to know the status of the handoff CU either it is trusted or untrusted.
本文的目的是通过确保认知用户(CU)之间的安全通信,提出一种用于认知无线网络的安全切换方案。基于用户信任值/信任因子(TV/TF),根据用户的特征,定期计算和更新各用户的信任值,选择协调认知用户(CCU)。CCU是控制单元,允许在CU的频谱移动/切换期间以及在新CU进入认知无线电网络(CRN)时使用未使用的频带/信道。通过在Matlab环境中对网络吞吐量进行仿真,验证了所提出的机制,并了解了切换CU的可信或不可信状态。
{"title":"Aspects of secure communication during spectrum handoff in cognitive radio networks","authors":"Geetanjali Rathee, P. Thakur, G. Singh, H. Saini","doi":"10.1109/ICSPCOM.2016.7980549","DOIUrl":"https://doi.org/10.1109/ICSPCOM.2016.7980549","url":null,"abstract":"The aim of this manuscript is to propose a secure handoff scheme for cognitive radio network by ensuring a secure communication among cognitive users (CU). A coordinator cognitive user(CCU) is selected based on users trust values/factor (TV/TF) by periodically computing and updating these values of each CU depending upon their characteristics. The CCU is the controlling unit to allow the unused band/channel during spectrum mobility/handoff by the CU as well as upon entry of new CU in the cognitive radio network (CRN). The proposed mechanism is validated by simulating in the Matlab environment against network throughput and to know the status of the handoff CU either it is trusted or untrusted.","PeriodicalId":213713,"journal":{"name":"2016 International Conference on Signal Processing and Communication (ICSC)","volume":"59 229 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125956427","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
A ZigBee -wireless wearable remote physiological monitoring system 一种ZigBee无线可穿戴远程生理监测系统
Pub Date : 2016-12-01 DOI: 10.1109/ICSPCOM.2016.7980615
P. S. Pandian, M. Srinivasa
Wearable health monitoring systems use integrated sensors to monitor vital physiological parameters of the wearer. The paper discusses the preliminary results of a prototype wearable physiological monitoring system to monitor physiological parameters such as Electrocardiogram (ECG), Heart Rate (HR), Electroencephalogram (EEG) and Body Temperature. The ECG and EEG signals are acquired using a textile electrodes integrated into the fabric of the wearer. The acquired ECG and EEG signals are processed to remove noises and the parameters are extracted and trend analysis is carried out. The physiological parameters are monitored at the remote monitoring station using a ZigBee wireless communication.
可穿戴健康监测系统使用集成传感器来监测佩戴者的重要生理参数。本文讨论了一种可穿戴式生理监测系统原型的初步结果,该系统可监测心电图(ECG)、心率(HR)、脑电图(EEG)和体温等生理参数。使用集成到穿戴者织物中的纺织电极获取ECG和EEG信号。对采集到的心电和脑电图信号进行去噪处理,提取参数并进行趋势分析。在远程监测站使用ZigBee无线通信对生理参数进行监测。
{"title":"A ZigBee -wireless wearable remote physiological monitoring system","authors":"P. S. Pandian, M. Srinivasa","doi":"10.1109/ICSPCOM.2016.7980615","DOIUrl":"https://doi.org/10.1109/ICSPCOM.2016.7980615","url":null,"abstract":"Wearable health monitoring systems use integrated sensors to monitor vital physiological parameters of the wearer. The paper discusses the preliminary results of a prototype wearable physiological monitoring system to monitor physiological parameters such as Electrocardiogram (ECG), Heart Rate (HR), Electroencephalogram (EEG) and Body Temperature. The ECG and EEG signals are acquired using a textile electrodes integrated into the fabric of the wearer. The acquired ECG and EEG signals are processed to remove noises and the parameters are extracted and trend analysis is carried out. The physiological parameters are monitored at the remote monitoring station using a ZigBee wireless communication.","PeriodicalId":213713,"journal":{"name":"2016 International Conference on Signal Processing and Communication (ICSC)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131202111","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
Cascadable first-order current-mode all-pass filter with electronic tuning 级联一阶电流模式全通滤波器与电子调谐
Pub Date : 2016-12-01 DOI: 10.1109/ICSPCOM.2016.7980581
Atul Kumar, B. Chaturvedi
A new cascadable first-order current-mode all-pass filter (FOCMAPF) consists of single active element namely, dual-X current conveyor transconductance amplifier (DXCCTA) and one capacitor is presented in this paper. The proposed filter offers the features of ease of cascading, electronic tuning of pole frequency, low sensitivities to the active components as well as to the passive component, low total harmonic distortion of output current (0.74%) and very good operating frequency (78.4 MHz). HSPICE simulation results using 180 nm CMOS process parameters have been shown to authenticate the proposed theory.
提出了一种新型级联一阶电流型全通滤波器(FOCMAPF),该滤波器由单有源元件即双x电流输送跨导放大器(DXCCTA)和一个电容组成。该滤波器具有易于级联、极频可电子调谐、对有源和无源器件的灵敏度低、输出电流总谐波畸变低(0.74%)和良好的工作频率(78.4 MHz)等特点。采用180 nm CMOS工艺参数的HSPICE仿真结果验证了所提出的理论。
{"title":"Cascadable first-order current-mode all-pass filter with electronic tuning","authors":"Atul Kumar, B. Chaturvedi","doi":"10.1109/ICSPCOM.2016.7980581","DOIUrl":"https://doi.org/10.1109/ICSPCOM.2016.7980581","url":null,"abstract":"A new cascadable first-order current-mode all-pass filter (FOCMAPF) consists of single active element namely, dual-X current conveyor transconductance amplifier (DXCCTA) and one capacitor is presented in this paper. The proposed filter offers the features of ease of cascading, electronic tuning of pole frequency, low sensitivities to the active components as well as to the passive component, low total harmonic distortion of output current (0.74%) and very good operating frequency (78.4 MHz). HSPICE simulation results using 180 nm CMOS process parameters have been shown to authenticate the proposed theory.","PeriodicalId":213713,"journal":{"name":"2016 International Conference on Signal Processing and Communication (ICSC)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134375944","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
Inter-region linear smoothing function for foggy and hazy images 雾和朦胧图像的区域间线性平滑函数
Pub Date : 2016-12-01 DOI: 10.1109/ICSPCOM.2016.7980602
R. Choudhary, A. Tiwari
In foggy and misty weather conditions, the contrast and color of images degrade. These degradation occur due to the attenuation of light and presence of air-light, light reflected from fog particles. Attenuation reduces the contrast and air-light increases the whiteness in the image. In this paper, a novel and efficient fog removal algorithm is proposed. The algorithm uses white color balancing with inter smoothing for the estimation of air-light and restore fog free image. The proposed algorithm, unlike some other methods, is independent from the intensity of fog and does not require user intervention. Qualitative and quantitative analysis demonstrate that the proposed method outperforms the state of art methods.
在多雾的天气条件下,图像的对比度和颜色会下降。这些退化是由于光的衰减和空气光的存在,即雾粒子反射的光。衰减降低了对比度,空气光增加了图像的白度。本文提出了一种新的高效除雾算法。该算法使用白色色彩平衡和内部平滑来估计空气光,并恢复无雾图像。与其他方法不同,该算法不受雾强度的影响,不需要用户干预。定性和定量分析表明,所提出的方法优于最先进的方法。
{"title":"Inter-region linear smoothing function for foggy and hazy images","authors":"R. Choudhary, A. Tiwari","doi":"10.1109/ICSPCOM.2016.7980602","DOIUrl":"https://doi.org/10.1109/ICSPCOM.2016.7980602","url":null,"abstract":"In foggy and misty weather conditions, the contrast and color of images degrade. These degradation occur due to the attenuation of light and presence of air-light, light reflected from fog particles. Attenuation reduces the contrast and air-light increases the whiteness in the image. In this paper, a novel and efficient fog removal algorithm is proposed. The algorithm uses white color balancing with inter smoothing for the estimation of air-light and restore fog free image. The proposed algorithm, unlike some other methods, is independent from the intensity of fog and does not require user intervention. Qualitative and quantitative analysis demonstrate that the proposed method outperforms the state of art methods.","PeriodicalId":213713,"journal":{"name":"2016 International Conference on Signal Processing and Communication (ICSC)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115451955","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: 0
Motion compensation based multiple inter frame interpolation 基于多帧间插值的运动补偿
Pub Date : 2016-12-01 DOI: 10.1109/ICSPCOM.2016.7980587
J. J., M. John
In this paper, a fast forward motion estimation (FFME) algorithm based on motion compensated frame rate up-conversion (MC-FRUC) with reduced time complexity is proposed. The proposed algorithm exploits the spatial correlation of the displacement vectors of the neighboring blocks in a frame. The algorithm achieves a reduction in the computational complexity by 85% compared to the existing single frame interpolation scheme, while maintaining almost the same objective quality. A multiple interpolation technique is also presented based on the proposed FFME technique. The experimental results demonstrate the suitability of the method for frame rate up conversion.
提出了一种基于运动补偿帧率上转换(MC-FRUC)的快速前向运动估计(FFME)算法。该算法利用一帧内相邻块位移向量的空间相关性。与现有的单帧插值算法相比,该算法的计算复杂度降低了85%,同时保持了几乎相同的客观质量。在此基础上提出了一种多重插值技术。实验结果表明,该方法适用于帧速率提升转换。
{"title":"Motion compensation based multiple inter frame interpolation","authors":"J. J., M. John","doi":"10.1109/ICSPCOM.2016.7980587","DOIUrl":"https://doi.org/10.1109/ICSPCOM.2016.7980587","url":null,"abstract":"In this paper, a fast forward motion estimation (FFME) algorithm based on motion compensated frame rate up-conversion (MC-FRUC) with reduced time complexity is proposed. The proposed algorithm exploits the spatial correlation of the displacement vectors of the neighboring blocks in a frame. The algorithm achieves a reduction in the computational complexity by 85% compared to the existing single frame interpolation scheme, while maintaining almost the same objective quality. A multiple interpolation technique is also presented based on the proposed FFME technique. The experimental results demonstrate the suitability of the method for frame rate up conversion.","PeriodicalId":213713,"journal":{"name":"2016 International Conference on Signal Processing and Communication (ICSC)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115539405","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
Epileptic seizure detection using heart rate variability 利用心率变异性检测癫痫发作
Pub Date : 2016-12-01 DOI: 10.1109/ICSPCOM.2016.7980585
Gulezar Shamim, Y. Khan, M. Sarfraz, Omar Farooq
Epileptic seizures are recurring brief episodes of abnormal excessive or synchronous neuronal activity in the brain, and are often accompanied by changes in various autonomic functions like heart rate (HR). A better approach for detecting epileptic seizures is by using electrocardiogram (ECG) signals because ECG acquisition is relatively easier as compared to EEG. In this paper a new technique is proposed for detection of seizures in epileptic patients using the electrocardiogram (ECG) signal. Feature sets for analysis of HRV (heart rate variability) comprises of parameters from multiple domains. For temporal analysis activity, mobility and complexity features are identified and for spectral analysis mean of absolute deviation of Fast Fourier Transform coefficients and spectral entropy are identified for seizure detection. These features are classified by using two different approaches i.e. by setting threshold and by using linear support vector machine where average latency by threshold approach was found to be better than linear SVM. The performance parameters for the proposed technique using threshold approach for classification are accuracy (94.2%), sensitivity (84.1%) and specificity (94.5%) which shows that the proposed algorithm detects epileptic seizures efficiently. Comparison of performance of this model was done with those proposed earlier using ECG signal and this model was found to be better.
癫痫发作是大脑中异常过度或同步神经元活动的反复发作,通常伴有各种自主神经功能的变化,如心率(HR)。一种更好的检测癫痫发作的方法是使用心电图信号,因为与脑电图相比,心电图的采集相对容易。本文提出了一种利用心电图信号检测癫痫发作的新方法。用于HRV(心率变异性)分析的特征集由来自多个域的参数组成。对于时间分析活动,确定了迁移性和复杂性特征,对于光谱分析,确定了用于癫痫检测的快速傅里叶变换系数的绝对偏差均值和光谱熵。这些特征通过两种不同的方法进行分类,即设置阈值和使用线性支持向量机,其中发现阈值法的平均延迟优于线性支持向量机。采用阈值法进行分类的技术性能参数为准确率(94.2%)、灵敏度(84.1%)和特异性(94.5%),表明该算法能够有效地检测癫痫发作。将该模型与已有的基于心电信号的模型进行了性能比较,结果表明该模型具有更好的性能。
{"title":"Epileptic seizure detection using heart rate variability","authors":"Gulezar Shamim, Y. Khan, M. Sarfraz, Omar Farooq","doi":"10.1109/ICSPCOM.2016.7980585","DOIUrl":"https://doi.org/10.1109/ICSPCOM.2016.7980585","url":null,"abstract":"Epileptic seizures are recurring brief episodes of abnormal excessive or synchronous neuronal activity in the brain, and are often accompanied by changes in various autonomic functions like heart rate (HR). A better approach for detecting epileptic seizures is by using electrocardiogram (ECG) signals because ECG acquisition is relatively easier as compared to EEG. In this paper a new technique is proposed for detection of seizures in epileptic patients using the electrocardiogram (ECG) signal. Feature sets for analysis of HRV (heart rate variability) comprises of parameters from multiple domains. For temporal analysis activity, mobility and complexity features are identified and for spectral analysis mean of absolute deviation of Fast Fourier Transform coefficients and spectral entropy are identified for seizure detection. These features are classified by using two different approaches i.e. by setting threshold and by using linear support vector machine where average latency by threshold approach was found to be better than linear SVM. The performance parameters for the proposed technique using threshold approach for classification are accuracy (94.2%), sensitivity (84.1%) and specificity (94.5%) which shows that the proposed algorithm detects epileptic seizures efficiently. Comparison of performance of this model was done with those proposed earlier using ECG signal and this model was found to be better.","PeriodicalId":213713,"journal":{"name":"2016 International Conference on Signal Processing and Communication (ICSC)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124807086","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
SRAM write assist techniques for low power applications 低功耗应用的SRAM写辅助技术
Pub Date : 2016-12-01 DOI: 10.1109/ICSPCOM.2016.7980618
Satyendra Kumar, P. Saxena, V. Tikkiwal
In modern System-on-Chip (SoC) large amount of area is occupied by memory circuits. Due to process variations in advanced CMOS technologies, the proper read and write operations of an 6T SRAM bitcell are the major issues. In this paper two write assist techniques - Word Line Overdrive (WLOD) and Negative Bitline (NBL), are discussed and compared. The idea presented here is that these techniques can be used for low power applications by reducing the supply voltage (VDD) with maintaining the write ability and read stability of the bitcell. Simulation results demonstrate enhanced write margin (WM) for the bitcell and stable operation at low VDD. These techniques are based on tuning the strength of the access transistor with respect to the pull-up transistor of the bitcell. The simulations are done using 45 nm CMOS technology with process variations taken along.
在现代的片上系统(SoC)中,存储电路占用了大量的面积。由于先进CMOS技术的工艺变化,6T SRAM位单元的正确读写操作是主要问题。本文讨论并比较了两种写辅助技术——字行超速(WLOD)和负位线(NBL)。这里提出的想法是,这些技术可以通过降低电源电压(VDD)来用于低功耗应用,同时保持位单元的写入能力和读取稳定性。仿真结果表明,该方法提高了位元的写裕量,并在低VDD下稳定运行。这些技术是基于调谐接入晶体管相对于位单元的上拉晶体管的强度。模拟采用45纳米CMOS技术,并考虑了工艺变化。
{"title":"SRAM write assist techniques for low power applications","authors":"Satyendra Kumar, P. Saxena, V. Tikkiwal","doi":"10.1109/ICSPCOM.2016.7980618","DOIUrl":"https://doi.org/10.1109/ICSPCOM.2016.7980618","url":null,"abstract":"In modern System-on-Chip (SoC) large amount of area is occupied by memory circuits. Due to process variations in advanced CMOS technologies, the proper read and write operations of an 6T SRAM bitcell are the major issues. In this paper two write assist techniques - Word Line Overdrive (WLOD) and Negative Bitline (NBL), are discussed and compared. The idea presented here is that these techniques can be used for low power applications by reducing the supply voltage (VDD) with maintaining the write ability and read stability of the bitcell. Simulation results demonstrate enhanced write margin (WM) for the bitcell and stable operation at low VDD. These techniques are based on tuning the strength of the access transistor with respect to the pull-up transistor of the bitcell. The simulations are done using 45 nm CMOS technology with process variations taken along.","PeriodicalId":213713,"journal":{"name":"2016 International Conference on Signal Processing and Communication (ICSC)","volume":"65 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124046686","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: 4
期刊
2016 International Conference on Signal Processing and Communication (ICSC)
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