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2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT)最新文献

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Performance Analysis of Machine Learning Techniques for Microscopic Bacteria Image Classification 微观细菌图像分类的机器学习技术性能分析
2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT) Pub Date : 2019-07-01 DOI: 10.1109/icccnt45670.2019.8944597
Md Ferdous Wahid, Md. Jahid Hasan, Md. Shahin Alom, Shamim Mahbub
{"title":"Performance Analysis of Machine Learning Techniques for Microscopic Bacteria Image Classification","authors":"Md Ferdous Wahid, Md. Jahid Hasan, Md. Shahin Alom, Shamim Mahbub","doi":"10.1109/icccnt45670.2019.8944597","DOIUrl":"https://doi.org/10.1109/icccnt45670.2019.8944597","url":null,"abstract":"Microscopic bacterial image classification is of great significance in medical science in order to diagnosis numerous fatal diseases caused by bacteria. But, professional individuals are required for manual identification process of bacteria which is time consuming and laborious. However, machine learning techniques provide a major breakthrough in identifying bacteria automatically with high accuracy and precision. Thus, this paper is presented three hybrid approach that are convolutional neural network with support vector machine (CNN-SVM), convolutional neural network with K-Nearest Neighbors (CNN-KNN) and convolutional neural network with Naïve Bayes (CNN-Naïve Bayes) for automatic bacteria identification from microscopic image. Experimental results shows among the three hybrid model, CNN-SVM achieved 98.7% accuracy which is higher compared to the other machine learning approach.","PeriodicalId":438405,"journal":{"name":"2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127636928","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
High Speed and Ultra Low Power Design of Carry-Out Bit of 4-Bit Carry Look-Ahead Adder 4位进位前置加法器执行位的高速超低功耗设计
2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT) Pub Date : 2019-07-01 DOI: 10.1109/icccnt45670.2019.8944524
Mehedi Hasan, P. Biswas, Md. Shihabul Alam, Hasan U. Zaman, Mainul Hossain, S. Islam
{"title":"High Speed and Ultra Low Power Design of Carry-Out Bit of 4-Bit Carry Look-Ahead Adder","authors":"Mehedi Hasan, P. Biswas, Md. Shihabul Alam, Hasan U. Zaman, Mainul Hossain, S. Islam","doi":"10.1109/icccnt45670.2019.8944524","DOIUrl":"https://doi.org/10.1109/icccnt45670.2019.8944524","url":null,"abstract":"A new carry generation scheme for carry out bit of a 4-bit carry look-ahead (CLA) adder is presented. To analyze performance, proposed design for carry-out bit was implemented and verified in Cadence Virtuoso environment in 90nm technology. Performance parameters were compared with the conventional design of carry-out bit of 4-bit CLA adder. The proposed design achieved 19.69% improvement in propagation delay over the conventional CLA design. Due to low transistor count and low dynamic power dissipation, an improvement of 75.973% was achieved in average power consumption over the conventional carry-out bit of CLA design. As a result, the obtained improvement in PDP was 79.003%. Due to enhancements in performance parameters and reduced transistor count, the proposed CLA carry-out bit is expected to have extensive impact on overall adder performance.","PeriodicalId":438405,"journal":{"name":"2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT)","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127678916","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: 15
Computer Vision-based Accident Detection in Traffic Surveillance 基于计算机视觉的交通监控事故检测
2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT) Pub Date : 2019-07-01 DOI: 10.1109/icccnt45670.2019.8944469
Earnest Paul Ijjina, Dhananjai Chand, Savyasachi Gupta, Goutham K
{"title":"Computer Vision-based Accident Detection in Traffic Surveillance","authors":"Earnest Paul Ijjina, Dhananjai Chand, Savyasachi Gupta, Goutham K","doi":"10.1109/icccnt45670.2019.8944469","DOIUrl":"https://doi.org/10.1109/icccnt45670.2019.8944469","url":null,"abstract":"Computer vision-based accident detection through video surveillance has become a beneficial but daunting task. In this paper, a neoteric framework for detection of road accidents is proposed. The proposed framework capitalizes on Mask R-CNN for accurate object detection followed by an efficient centroid based object tracking algorithm for surveillance footage. The probability of an accident is determined based on speed and trajectory anomalies in a vehicle after an overlap with other vehicles. The proposed framework provides a robust method to achieve a high Detection Rate and a low False Alarm Rate on general road-traffic CCTV surveillance footage. This framework was evaluated on diverse conditions such as broad daylight, low visibility, rain, hail, and snow using the proposed dataset. This framework was found effective and paves the way to the development of general-purpose vehicular accident detection algorithms in real-time.","PeriodicalId":438405,"journal":{"name":"2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133704593","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: 46
Extensive Survey on Feature Extraction and Feature Selection Techniques for Sentiment Classification in Social Media 面向社交媒体情感分类的特征提取与特征选择技术综述
2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT) Pub Date : 2019-07-01 DOI: 10.1109/icccnt45670.2019.8944391
S. S. Kumar, A. Rajini
{"title":"Extensive Survey on Feature Extraction and Feature Selection Techniques for Sentiment Classification in Social Media","authors":"S. S. Kumar, A. Rajini","doi":"10.1109/icccnt45670.2019.8944391","DOIUrl":"https://doi.org/10.1109/icccnt45670.2019.8944391","url":null,"abstract":"Data Mining is a process of generating new information from the existing datasets involving the machine learning, statistics and database systems. Major role of data mining is to turn raw data into useful information by using mathematical algorithms for predicting future events. Data mining is known as knowledge discovery in data (KDD). The key properties of data mining are automatic discovery of patterns, prediction of likely outcomes, creation of actionable information and focuses on large datasets and database. Mining the information related to a content-oriented extraction on the basics of feature of data. For accessing the features of data that is data retrieval can be done by feature extraction mechanism. Various feature extraction methods have been used along with a feature selection algorithm for mining the large datasets.","PeriodicalId":438405,"journal":{"name":"2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134291078","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
Rank-wise Weighted Mean Filter for Gaussian Noise Removal 高斯噪声去噪的秩加权均值滤波
2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT) Pub Date : 2019-07-01 DOI: 10.1109/icccnt45670.2019.8944402
A. Halder, S. Nath
{"title":"Rank-wise Weighted Mean Filter for Gaussian Noise Removal","authors":"A. Halder, S. Nath","doi":"10.1109/icccnt45670.2019.8944402","DOIUrl":"https://doi.org/10.1109/icccnt45670.2019.8944402","url":null,"abstract":"This paper presents a rank-wise weighted mean filter for restoring an image corrupted by Gaussian noise. The method is two stages: ranking of image pixels and noise removal. First, the rank of each pixel is found using a threshold value. Finally, the weighted mean is calculated for each pixel using the rank of the surrounding pixels as the weights. Experiments and comparisons involving different sample images with varying noise variances show that our method yields better results than the other state of art methods, even at high standard deviation of Gaussian noise.","PeriodicalId":438405,"journal":{"name":"2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT)","volume":"55 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134389535","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
HyGADE: Hybrid of Genetic Algorithm and Differential Evolution Algorithm HyGADE:遗传算法与差分进化算法的混合
2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT) Pub Date : 2019-07-01 DOI: 10.1109/icccnt45670.2019.8944822
Damini Chaudhary, Anilkumar Tailor, Vishnu P. Sharma, Stuti Chaturvedi
{"title":"HyGADE: Hybrid of Genetic Algorithm and Differential Evolution Algorithm","authors":"Damini Chaudhary, Anilkumar Tailor, Vishnu P. Sharma, Stuti Chaturvedi","doi":"10.1109/icccnt45670.2019.8944822","DOIUrl":"https://doi.org/10.1109/icccnt45670.2019.8944822","url":null,"abstract":"In the area of evolutionary algorithm, Genetic algorithm and Differential evolution algorithms are the most popular algorithms. Both algorithms used to determine different types of optimization problems. One of them is finding a solution which is close to global minima. In this paper, we have suggested a hybrid algorithm of genetic algorithm and differential evolution algorithm. Crossover operator is the main part of the genetic algorithm while a mutation operator is the main part of the differential evolution algorithm. We tried to get the result close with global optimum with this algorithm. In this paper, we used the mutation operator of differential evolution with improved 3-parent crossover of genetic algorithm. We have tested this algorithm on benchmark functions. This algorithm compared with the basic genetic algorithm and DE algorithm and genetic algorithm with modified crossover.","PeriodicalId":438405,"journal":{"name":"2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134195267","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
Methodology for Valuation of Shunt Capacitor Bank in Power Grid 电网并联电容器组的估价方法
2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT) Pub Date : 2019-07-01 DOI: 10.1109/icccnt45670.2019.8944425
Nidhi Sharma, M. Sharma, Satyaveer Singh, Bhavesh Vyas
{"title":"Methodology for Valuation of Shunt Capacitor Bank in Power Grid","authors":"Nidhi Sharma, M. Sharma, Satyaveer Singh, Bhavesh Vyas","doi":"10.1109/icccnt45670.2019.8944425","DOIUrl":"https://doi.org/10.1109/icccnt45670.2019.8944425","url":null,"abstract":"At present there are no strict guidelines in routine to judge the deployment of capacitor banks in the grid and practicing loss reduction in real time is an iterative task, without any guaranteed results. Therefore, research work carried in this paper tries to provide a base to the system engineer for valuation of shunt capacitor bank in power grid. The research paper models a fifteen-bus network, (agriculture rich) consisting of a 220-kV grid substation named as Hanumangarh city (Rajasthan, India) feeding power to six 132 kV stations in connection. Practices have been made to acquiesce better ways of shunt capacitor positioning by including surge impedance loading levels, ampacity level and grid planning instructions as a part of observation at conductor operations side. Real time data capturing and assessment of peak hours from April-2017 to June-2018 has been drilled altogether. Simulations are performed with recorded peak load to predict and calculate capacitor requirements at each GSS. Studies have been carried to mark the utilization level of equipment's engaged in the system. Lastly comparisons of the existing situation prevailing along with proposal exercised in the paper is discussed with suitable results obtained via power flow studies of test system covering sub-station losses, MVA as well as ampere loadings of transformers, lines and effect over swing bus loading levels too are briefed with possible future scopes.","PeriodicalId":438405,"journal":{"name":"2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT)","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133871808","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
Design and Analysis of Slotted Ground Rectangular Patch Antenna with a stub for Ultra-wideband Applications 用于超宽带应用的带存根的开槽接地矩形贴片天线的设计与分析
2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT) Pub Date : 2019-07-01 DOI: 10.1109/icccnt45670.2019.8944697
Anjaneyulu Katuru, Y. V. Narayana, D. Mahesh, R Lakshmi Tirupatamma
{"title":"Design and Analysis of Slotted Ground Rectangular Patch Antenna with a stub for Ultra-wideband Applications","authors":"Anjaneyulu Katuru, Y. V. Narayana, D. Mahesh, R Lakshmi Tirupatamma","doi":"10.1109/icccnt45670.2019.8944697","DOIUrl":"https://doi.org/10.1109/icccnt45670.2019.8944697","url":null,"abstract":"The antenna presented in this letter is a rectangular patch whose length is greater than width ($mathbf{Lp} > mathbf{Wp}$) and occupies the volume of $9.4times 8.2times 0.1 mathbf{mm}^{3}$. The antenna is fed by a co-planar waveguide (CPW) feed line of $4.5times 1.9 mathbf{mm}^{2}$. A rectangular stub of an area of $3times 1 mathbf{mm}^{2}$ is attached to the patch to improve the impedance matching and radiation efficiency, but decreases −10 dB bandwidth (BW). A rectangular ground plane which is slotted with the dimensions $27.1 times 40.1$ mm2 to enhance the BW of the antenna is printed on the top of the dielectric substrate. An FR-4 substrate material, which has the relative permittivity of 4.3 ($boldsymbol{varepsilon}_{mathbf{r}}=4.3$), permeability of $1(boldsymbol{mu}=1)$ and El.Tan $boldsymbol{delta}=0.025$, is used. The substrate occupies the volume of $50times 50times 1.6 mathbf{mm}^{3}$. This antenna is operating in the range of 2 to 11.05 GHz frequency, which covers the whole ultra wideband(UWB-3.1 to 10.6 GHz) and also operates at 3.4GHz(Worldwide interoperability Microwave Access-WiMAX) and 5.2 GHz(IEEE S02.11a Wireless Local Area Network(WLAN)) frequencies. The performance of the antenna is validated by examining the return loss (S11), Voltage Standing Wave Ratio (VSWR), gain and radiation patterns. The parametric analysis is also performed and surface current distribution at various frequencies was observed. The antenna is designed, simulated and analyzed by Computer Simulation Technology (CST) software.","PeriodicalId":438405,"journal":{"name":"2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT)","volume":"80 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124638174","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
A Real Time Implementation of PV Driven DC Motor along with Wireless Control 光伏驱动直流电机的实时实现及无线控制
2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT) Pub Date : 2019-07-01 DOI: 10.1109/icccnt45670.2019.8944779
A. Narendra, N. Naik, A. Panda, Nishit Tiwary
{"title":"A Real Time Implementation of PV Driven DC Motor along with Wireless Control","authors":"A. Narendra, N. Naik, A. Panda, Nishit Tiwary","doi":"10.1109/icccnt45670.2019.8944779","DOIUrl":"https://doi.org/10.1109/icccnt45670.2019.8944779","url":null,"abstract":"This paper discourses a real time application of photo voltaic (PV) driven direct current (DC) motor. There is abundant availability, clean and eco-friendly of PV power available in nature. Hence, utilization of it is more economical and reliable. Solar PV convert solar energy into DC. So the DC power from PV panel can be used to drive the DC motor as the usage of PV fed DC drives demand increases day by day in home, agricultural and industrialized appliances. In space and robotic applications both the speed and direction of motor has to control. Moreover, if it utilizes solar power it will be cost effective. So, performance of PV fed DC motor drives is studied here. For the sake of simplification and ease of doing its tested on a small toy motor. Because, it operate at low voltage, current and power ratings hence, a small PV panel is sufficient to drive the motor. However, the speed of the motor can be controlled using pulse width modulation (PWM) control and the direction of rotation of the motor (either changed forward or reverse) direction can be achieved using Bluetooth terminal android app with the help of HC05 module. Moreover, for continuous operation of the drive a rechargeable battery is used for the storage. Here all this speed control and direction control of the drive is verified in real time of PV driven DC motor along with the speed control using Arduino uno microcontroller.","PeriodicalId":438405,"journal":{"name":"2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125478551","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
BCJR vs SOVA for a practical coherent turbo coded OFDM system 一种实用的相干涡轮编码OFDM系统的BCJR vs SOVA
2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT) Pub Date : 2019-07-01 DOI: 10.1109/icccnt45670.2019.8944894
Vineel K. Veludandi
{"title":"BCJR vs SOVA for a practical coherent turbo coded OFDM system","authors":"Vineel K. Veludandi","doi":"10.1109/icccnt45670.2019.8944894","DOIUrl":"https://doi.org/10.1109/icccnt45670.2019.8944894","url":null,"abstract":"In this paper, we compare the performances of Bahl Cocke Jelinek Raviv (BCJR) and soft output Viterbi algorithm (SOVA)-based decoders for a practical coherent turbo coded orthogonal frequency division multiplexed (OFDM) system. The rate-1/2 turbo coded quadrature phase-shift keyed (QPSK) signals are transmitted through a time variant distorting channel. The magnitude of the channel taps is Rayleigh distributed. The output of the channel is rotated by an unknown phase offset and further distorted by carrier frequency offset and additive white Gaussian noise (AWGN). Synchronization and channel estimation are carried out using the algorithm proposed in [1]. Since noise variance estimate is required for the BCJR algorithm for its branch metric calculation, the BCJR-based turbo decoder's performance depends on the length of the training sequence. However, SOVA does not require noise-variance estimate. A random data interleaver is used to decorrelate the channel to improve the turbo decoder's performance. Simulation results show that the bit-error-rate (BER) performance of BCJR-based decoder is just 0.2 dB better than SOVA-based decoder, for the practical coherent turbo coded OFDM system.","PeriodicalId":438405,"journal":{"name":"2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT)","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134251552","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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