2017 4th IEEE Uttar Pradesh Section International Conference on Electrical, Computer and Electronics (UPCON)最新文献

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Deep belief network based affect recognition from physiological signals 基于深度信念网络的生理信号情感识别
P. Kawde, G. Verma
{"title":"Deep belief network based affect recognition from physiological signals","authors":"P. Kawde, G. Verma","doi":"10.1109/UPCON.2017.8251115","DOIUrl":"https://doi.org/10.1109/UPCON.2017.8251115","url":null,"abstract":"Emotional state of a human being provides significant information to design and develop human-computer interaction based applications. Physiological signals such as Electroencephalogram (EEG), Electromyogram (EMG), Electrooculography (EOG), Skin conductance etc. play a crucial role to know the emotional state of human being during social interactions. Recently, Deep Learning has been draw attention of researchers due to significant advantages over classical approaches. In this paper, we have proposed and implemented a affect recognition system to examine emotional state of human being based on Deep Belief Network (DBN). The experiments are performed on benchmark DEAP database with two/three class of valence, arousal and dominance. We have achieved promising results with 78.28%, 70.33%, 70.16% accuracy for valence, arousal and dominance respectively.","PeriodicalId":422673,"journal":{"name":"2017 4th IEEE Uttar Pradesh Section International Conference on Electrical, Computer and Electronics (UPCON)","volume":"58 4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116432954","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: 19
Adaptive control of a grid-connected SPV system with DSTATCOM capabilities 具有DSTATCOM功能的并网SPV系统的自适应控制
Bakul Kandpal, K. Tomar, Ikhlaq Hussain, Bhim Singh
{"title":"Adaptive control of a grid-connected SPV system with DSTATCOM capabilities","authors":"Bakul Kandpal, K. Tomar, Ikhlaq Hussain, Bhim Singh","doi":"10.1109/UPCON.2017.8251090","DOIUrl":"https://doi.org/10.1109/UPCON.2017.8251090","url":null,"abstract":"This paper applies frequency domain block LMS (FBLMS) algorithm for implementation of a three phase grid-connected solar photovoltaic (SPV) system. This system provides power factor correction (PFC), voltage regulation and maintains an IEEE-519 standard by keeping the harmonic distortion of grid currents below 5%. To successfully extract the maximum power from the SPV array at varying environmental conditions, a single stage system with perturb and observe MPPT method is used, which is integrated with adaptive control for the estimation of reference grid currents. Modelling of the system is done through MATLAB software and the results of simulation are shown under various operating conditions.","PeriodicalId":422673,"journal":{"name":"2017 4th IEEE Uttar Pradesh Section International Conference on Electrical, Computer and Electronics (UPCON)","volume":"86 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116707638","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
Adaptive power management of hybrid electric vehicle with neural based PID controller 基于神经网络PID控制器的混合动力汽车自适应功率管理
S. Rajput, Bedatri Moulik, H. Singh
{"title":"Adaptive power management of hybrid electric vehicle with neural based PID controller","authors":"S. Rajput, Bedatri Moulik, H. Singh","doi":"10.1109/UPCON.2017.8251101","DOIUrl":"https://doi.org/10.1109/UPCON.2017.8251101","url":null,"abstract":"The term hybrid electric vehicle depicts the form of a hybrid vehicle which has two or more than two sources of energy used as the input of the vehicle. Designing and modeling of the hybrid vehicle is more or less a new barrier for this work, so we take the standard consideration for the every parameter used in designing of hybrid vehicle model. The main objective of the paper is to focus on the control strategies used in the hybrid electric vehicle such that, the motor torque-speed characteristics are capable of following the unknown load. Unknown load in this case refers to the unknown velocity pattern of the driver behind the wheels. After testing the system with standard drive cycles, we concluded that the tracing of the reference drive cycle can be made error free or error can be reduced by using the Neural based PID controller rather than the traditional PID controller. Not only the standard drive cycles, but with a suitably trained neural network, random cycles can also be accurately traced.","PeriodicalId":422673,"journal":{"name":"2017 4th IEEE Uttar Pradesh Section International Conference on Electrical, Computer and Electronics (UPCON)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116766294","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
PSPS: An IoT based predictive smart parking system PSPS:基于物联网的预测性智能停车系统
R. K. Lenka, Rabindra Kumar Barik, N. Das, Kriti Agarwal, Debesh Mohanty, Swati Vipsita
{"title":"PSPS: An IoT based predictive smart parking system","authors":"R. K. Lenka, Rabindra Kumar Barik, N. Das, Kriti Agarwal, Debesh Mohanty, Swati Vipsita","doi":"10.1109/UPCON.2017.8251066","DOIUrl":"https://doi.org/10.1109/UPCON.2017.8251066","url":null,"abstract":"It is quite a difficult and tedious job to look for a free or vacant parking space while traveling. Considering the fact that cities grow exponentially in terms of traffic and population, the situation is quite complex. It is an unpleasant experience when you go to a parking space only to find out that it is packed and you have no idea where to go next. The proposed scheme is a real-time navigation service to the parking space along with a probabilistic emptiness value based on your Estimated Time of Arrival (ETA) to the location and can be accessed from your personal devices. This intelligent system reroutes you to the next nearest parking space if the desired one gets filled midway of your journey. The results show that the proposed system has a better potential of reducing traffic congestion caused due to people searching for parking spaces. Performance analysis done through various simulations give an insight into its practicality and efficiency.","PeriodicalId":422673,"journal":{"name":"2017 4th IEEE Uttar Pradesh Section International Conference on Electrical, Computer and Electronics (UPCON)","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116466522","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: 19
Detection techniques of DDoS attacks: A survey DDoS攻击检测技术综述
Priyanka Kamboj, M. Trivedi, Virendra Kumar Yadav, V. Singh
{"title":"Detection techniques of DDoS attacks: A survey","authors":"Priyanka Kamboj, M. Trivedi, Virendra Kumar Yadav, V. Singh","doi":"10.1109/UPCON.2017.8251130","DOIUrl":"https://doi.org/10.1109/UPCON.2017.8251130","url":null,"abstract":"Security is the main confront of internet, Distributed Denial of Service (DDoS) is the major cause of threat. DDoS reduces the network resources, and results in bandwidth depletion. The main aim of DDoS is to prevent legitimate users from assessing the services. There also exists a difficulty to differentiate between flash crowd and DDoS attack traffic. The various existing solutions which are given in order to detect DDoS has been discussed in this paper. The goal of the paper is to review how the different methods are helping in downsizing the effect of DDoS and also how that are being used to detect a DDoS attack.","PeriodicalId":422673,"journal":{"name":"2017 4th IEEE Uttar Pradesh Section International Conference on Electrical, Computer and Electronics (UPCON)","volume":"67 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126308751","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: 25
Cellular automata based color image watermarking using NSCT and SVD 基于细胞自动机的NSCT和SVD彩色图像水印
C. Saha, Md. Foisal Hossain
{"title":"Cellular automata based color image watermarking using NSCT and SVD","authors":"C. Saha, Md. Foisal Hossain","doi":"10.1109/UPCON.2017.8251052","DOIUrl":"https://doi.org/10.1109/UPCON.2017.8251052","url":null,"abstract":"Cellular automata based color image watermarking using non sub sampled contourlet transform (NSCT) and singular value decomposition (SVD) is presented in this paper. Game of life (GOL) cellular automata is used to scramble binary watermark so that no one can recover the watermark without secret scrambling keys. Because of the salient features like multiscale, multidirection and shift invariance of NSCT, 2-level NSCT is applied to red, green and blue component of RGB cover image. Most of the perceptual content of an image focuses on low frequency subband of NSCT and the singular values taken from low frequency subband have certain stability. So a modest change in the singular values taken from low frequency subband of NSCT is applicable. In this proposed scheme, each singular value of scrambled binary watermark is embedded in fixed location of singular value matrix of low frequency subbands of NSCT of red, green and blue components. The scheme offers security, imperceptibility and robustness against various image processing and geometric attacks like Gaussian white noise, salt and pepper noise, median filtering, JPEG compression, cropping and rotation. The proposed scheme is compared with existing watermarking schemes in terms of Peak Signal to Noise ratio (PSNR), Normalized Correlation (NC)and provides satisfactory performance than other schemes.","PeriodicalId":422673,"journal":{"name":"2017 4th IEEE Uttar Pradesh Section International Conference on Electrical, Computer and Electronics (UPCON)","volume":"93 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123095527","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
Mobile phone based diabetic retinopathy detection system using ANN-DWT 基于手机的糖尿病视网膜病变ANN-DWT检测系统
N. Kashyap, D. Singh, G. Singh
{"title":"Mobile phone based diabetic retinopathy detection system using ANN-DWT","authors":"N. Kashyap, D. Singh, G. Singh","doi":"10.1109/UPCON.2017.8251092","DOIUrl":"https://doi.org/10.1109/UPCON.2017.8251092","url":null,"abstract":"Diabetic retinopathy (DR) is a common retinal disease that occurs when fluid flow from blood vessels to retina. The eye examination and early detection of DR is the best solution to control the growth of this disease. In this paper we present a low price and compact mobile phone based result finding system for early detection of diabetic retinopathy using artificial neural network (ANN) Algorithm. The mobile phone will take the retina images with the help of condensing lens then implement detection program of ANN to make decision for the initial screening of DR. The work done is measured by examine an existing database of retina. We aim at achieving the effective and low cost examination system which is ideal for underdeveloped regions and make it available to one and all.","PeriodicalId":422673,"journal":{"name":"2017 4th IEEE Uttar Pradesh Section International Conference on Electrical, Computer and Electronics (UPCON)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115021791","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: 12
PMU installation in power grid for enhanced situational awareness: Challenges, issues and application 为增强态势感知而在电网中安装PMU:挑战、问题和应用
Mohd Zuhaib, M. Rihan
{"title":"PMU installation in power grid for enhanced situational awareness: Challenges, issues and application","authors":"Mohd Zuhaib, M. Rihan","doi":"10.1109/UPCON.2017.8251127","DOIUrl":"https://doi.org/10.1109/UPCON.2017.8251127","url":null,"abstract":"The complexity of the modern grid is continuously increasing due to various factors such as renewable energy resources integration, stochastic electricity demand pattern, component outages etc. which causes the grid to operate under highly stressed conditions. These stressed conditions should be captured accurately to prevent large scale outages. The emerging Synchrophasor Technology has outperformed the existing SCADA/EMS in the power system monitoring and control. But its large scale implementation has many challenges ahead. This paper highlights the application and key challenges in its wide implementation in the power grid.","PeriodicalId":422673,"journal":{"name":"2017 4th IEEE Uttar Pradesh Section International Conference on Electrical, Computer and Electronics (UPCON)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128250324","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: 9
Speech Mel Frequency Cepstral Coefficient feature classification using multi level support vector machine 基于多级支持向量机的语音梅尔频率倒谱系数特征分类
Abhay Kumar, Sidhartha Sankar Rout, Varun Goel
{"title":"Speech Mel Frequency Cepstral Coefficient feature classification using multi level support vector machine","authors":"Abhay Kumar, Sidhartha Sankar Rout, Varun Goel","doi":"10.1109/UPCON.2017.8251036","DOIUrl":"https://doi.org/10.1109/UPCON.2017.8251036","url":null,"abstract":"This paper presents the combined application of machine learning algorithm MLSVM (multi level support vector machine) and feature vector MFCC (Mel Frequency Cepstral Coefficient) to improve the result of speech recognition in comparison to other algorithm which involve formant as feature vector and KNN (k-nearest neighbour), Tree, LDA (linear discriminant analysis) and QDA (quadrature discriminant analysis) as machine learning algorithms. Problem with a machine learning algorithm like KNN, Tree, LDA and QDA is that the accuracy of recognition is limited to increase in the database and training set percentage with respect to total a database available. In this paper analysis and comparison is done between feature vector inspired by speech generation and hearing model to improve the result of recognition for larger database of twenty words. The twenty words are used to generate forty commands which are sufficient to control the on and off state of twenty homes or office appliances. The paper also presents the brief analysis of the effect of training set percentage on the accuracy.","PeriodicalId":422673,"journal":{"name":"2017 4th IEEE Uttar Pradesh Section International Conference on Electrical, Computer and Electronics (UPCON)","volume":"58 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128307029","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
Design of FPGA based horizontal velocity computation and image storage unit for lunar lander 基于FPGA的月球着陆器水平速度计算与图像存储单元设计
Tanisha Bhatia, J. Laha, A. Maji, Arindam Mal, K. Subhalakshmi
{"title":"Design of FPGA based horizontal velocity computation and image storage unit for lunar lander","authors":"Tanisha Bhatia, J. Laha, A. Maji, Arindam Mal, K. Subhalakshmi","doi":"10.1109/UPCON.2017.8251104","DOIUrl":"https://doi.org/10.1109/UPCON.2017.8251104","url":null,"abstract":"Space field has experienced vigorous advancement with respect to evolution of vision system, image storage and processing. Real time image processing has become one of the most important tools for navigation and landing for planetary and lunar missions. Information of horizontal velocity with high accuracy will be required to do accurate pin point landing. For the testability of such a system as well as to have the understanding of Lander dynamics, prior landing image sequences are required to initially testing the algorithm [1]. This paper deals with FPGA based processing on Image sequence to find the relative velocity and also implements Image Storage in a microSD card. Landing sequence is stored in SD card and post landing they are downloaded. These images provide a very useful information about lighting, lander dynamics to fine tune algorithm for future mission. Besides this image data serves the testability during various phases of testing during development.","PeriodicalId":422673,"journal":{"name":"2017 4th IEEE Uttar Pradesh Section International Conference on Electrical, Computer and Electronics (UPCON)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123727062","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
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