2018 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT)最新文献_第9页

Detecting Moving Objects from Long-Range Atmospheric Turbulence Degraded Videos 从远距离大气湍流退化视频中检测运动物体

2018 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT) Pub Date : 2018-09-01 DOI: 10.1109/CEEICT.2018.8628082

M. E. Elahi, K. K. Halder

引用次数: 3

Performance Appraisal of Spectrum Sensing in Cognitive Radio Network 认知无线电网络中频谱感知性能评价

2018 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT) Pub Date : 2018-09-01 DOI: 10.1109/CEEICT.2018.8628132

A. Habib, Shishir Mallick, Abu Shakil Ahmed, S. S. Alam, A. Ahmad

{"title":"Performance Appraisal of Spectrum Sensing in Cognitive Radio Network","authors":"A. Habib, Shishir Mallick, Abu Shakil Ahmed, S. S. Alam, A. Ahmad","doi":"10.1109/CEEICT.2018.8628132","DOIUrl":"https://doi.org/10.1109/CEEICT.2018.8628132","url":null,"abstract":"Spectrum is a precious resource in wireless communication due to its insufficiency. Cognitive Radio (CR), a wireless communication technique, is introduced to reduce the shortage of spectrum using the licensed band of the Primary User (PU) when it is not in use. Spectrum sensing is a prerequisite for detection of vacant bands in CR technology though fading effect and time-varying disposition impede spectrum hole detection. In this paper, we have presented a comparative analysis among different spectrum sensing approaches such as cooperative sensing by applying four decision fusion rules i.e., AND-rule, OR-rule, majority-rule, and optimal fusion rule as well as non-cooperative approach in terms of probability of detection $({P}_{d})$ and the probability of false alarm (Pf). Moreover, the number of nodes or Secondary Users (SUs) has been varied to observe its contribution to spectrum sensing. The analysis has been carried out under Additive White Gaussian Noise (AWGN), Rayleigh, Rician, and Nakagami channel considering the fading effect. Finally, the optimum configuration for spectrum hole detection has been determined as per the analysis.","PeriodicalId":417359,"journal":{"name":"2018 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT)","volume":"88 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126998469","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

Sentiment Clustering By Mahalanobis Distance 基于马氏距离的情感聚类

2018 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT) Pub Date : 2018-09-01 DOI: 10.1109/CEEICT.2018.8628142

H. M. Abdul Fattah, Md. Masum Al Masba, K. M. Azharul Hasan

引用次数: 0

Study and Observation of the Variations of Accuracies for Handwritten Digits Recognition with Various Hidden Layers and Epochs using Convolutional Neural Network 基于卷积神经网络的不同隐层和隐点手写体数字识别准确率变化研究与观察

2018 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT) Pub Date : 2018-09-01 DOI: 10.1109/CEEICT.2018.8628078

Rezoana Bente Arif, M. Siddique, Mohammad Mahmudur Rahman Khan, M. Oishe

{"title":"Study and Observation of the Variations of Accuracies for Handwritten Digits Recognition with Various Hidden Layers and Epochs using Convolutional Neural Network","authors":"Rezoana Bente Arif, M. Siddique, Mohammad Mahmudur Rahman Khan, M. Oishe","doi":"10.1109/CEEICT.2018.8628078","DOIUrl":"https://doi.org/10.1109/CEEICT.2018.8628078","url":null,"abstract":"Nowadays, deep learning can be employed to a wide ranges of fields including medicine, engineering, etc. In deep learning, Convolutional Neural Network (CNN) is extensively used in the pattern and sequence recognition, video analysis, natural language processing, spam detection, topic categorization, regression analysis, speech recognition, image classification, object detection, segmentation, face recognition, robotics, and control. The benefits associated with its near human level accuracies in large applications lead to the growing acceptance of CNN in recent years. The primary contribution of this paper is to analyze the impact of the pattern of the hidden layers of a CNN over the overall performance of the network. To demonstrate this influence, we applied neural network with different layers on the Modified National Institute of Standards and Technology (MNIST) dataset. Also, is to observe the variations of accuracies of the network for various numbers of hidden layers and epochs and to make comparison and contrast among them. The system is trained utilizing stochastic gradient and backpropagation algorithm and tested with feedforward algorithm.","PeriodicalId":417359,"journal":{"name":"2018 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128182890","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: 30

Performance of Coordinated Scheduling in Downlink LTE-A under User Mobility 用户移动性下下行LTE-A协调调度性能研究

2018 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT) Pub Date : 2018-09-01 DOI: 10.1109/CEEICT.2018.8628126

A. Shams, Marufa Rahman Meghla, M. Asaduzzaman, Md. Farhad Hossain

{"title":"Performance of Coordinated Scheduling in Downlink LTE-A under User Mobility","authors":"A. Shams, Marufa Rahman Meghla, M. Asaduzzaman, Md. Farhad Hossain","doi":"10.1109/CEEICT.2018.8628126","DOIUrl":"https://doi.org/10.1109/CEEICT.2018.8628126","url":null,"abstract":"Resource scheduling, in LTE, plays a pivotal role to determine the user equipment (UE) throughput. The performance of a scheduler is primarily affected by the associated latency and UE mobility. These can significantly deteriorate the overall system efficiency. Coordinated multipoint (CoMP) is considered as one of the primary downlink transmission technique to improve data transmission efficiency. A key feature of CoMP is coordinated scheduling (CS). This coordination can be centralized or distributed. These improve interference management but at the cost of an increased latency and backhaul traffic, which potentially reduces the overall achievable throughput of the system. The effect becomes significantly important when UE mobility is considered which further degrades the received UE signal-to-interference-plus-noise-ratio (SINR). This degrades the performance of a scheduler. In this paper, we have simulated, analyzed and compared several LTE downlink parameters between centralized coordinated scheduling (C-CS) and distributed coordinated scheduling (D-CS) for various channel bandwidths and UE densities under multiple UE velocity to determine which CS scheme is comparatively more efficient for high velocity UEs and under large UE densitites.","PeriodicalId":417359,"journal":{"name":"2018 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117200586","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

Single Neuron ANN Based Current Controlled Permanent Magnet Brushless DC motor Drives 基于单神经元神经网络的电流控制永磁无刷直流电动机驱动

2018 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT) Pub Date : 2018-09-01 DOI: 10.1109/CEEICT.2018.8628119

Nasim Mahmud, Protik Biswas

引用次数: 4

A Compact Microstripline-Fed On-Body Matched Antenna for Wireless Medical Applications 一种用于无线医疗应用的紧凑型微带线馈电体上匹配天线

2018 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT) Pub Date : 2018-09-01 DOI: 10.1109/CEEICT.2018.8628045

Akash Biswas, S. Nesar, Abdul Muktadir, Akib Jayed Islam, Nishako Chakma

{"title":"A Compact Microstripline-Fed On-Body Matched Antenna for Wireless Medical Applications","authors":"Akash Biswas, S. Nesar, Abdul Muktadir, Akib Jayed Islam, Nishako Chakma","doi":"10.1109/CEEICT.2018.8628045","DOIUrl":"https://doi.org/10.1109/CEEICT.2018.8628045","url":null,"abstract":"A novel design of a flexible on-body matched microstripline-fed antenna for biomedical applications is proposed in this article. The core feature of the proposed antenna refers to its tiny dimension, bendability, low temperature co-fired ceramics (LTCC) substrate layer, impressive return loss, higher bandwidth that makes it appropriate for on-body matched wireless medical applications. The dimension of the antenna is 13.86 mm × 13.49 mm × 0.35 mm where substrate layer, LTCC layer has the thickness of 0.326 mm and on the other hand, the thickness of the radiating patch is 0.012 mm. The performance of the antenna was analyzed to operate in the Industrial, Scientific and Medical (ISM) band (2.4–2.5 GHz). Three layers of the human phantom model have been proposed as well as biocompatibility test, SAR calculations, flexibility, and several performance measurements have been utilized using CST Microwave Studio software in both curved and planar states by following different types of dielectric property matching with human tissue model. Finally, Specific Absorption Rate (SAR) is evaluated to check its feasibility and workability in wireless medical applications.","PeriodicalId":417359,"journal":{"name":"2018 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT)","volume":"52 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129524126","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

ADBSCAN: Adaptive Density-Based Spatial Clustering of Applications with Noise for Identifying Clusters with Varying Densities ADBSCAN:基于噪声的自适应密度空间聚类应用，用于识别不同密度的聚类

2018 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT) Pub Date : 2018-09-01 DOI: 10.1109/CEEICT.2018.8628138

Mohammad Mahmudur Rahman Khan, M. Siddique, Rezoana Bente Arif, M. Oishe

引用次数: 43

Performance Improvement of In0.65Ga_0.35N Solar Cell Incorporated With Front and Back Contact 引入前后触点的In0.65Ga_0.35N太阳能电池的性能改进

2018 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT) Pub Date : 2018-09-01 DOI: 10.1109/CEEICT.2018.8628124

S. A. Razi, Syeda Maliha Rahim, R. Urbi, N. Mohammad, R. Islam

引用次数: 0

Design and Implementation of Microcontroller Based Anti-Theft Vehicle Security System using GPS, GSM and RFID 基于GPS、GSM和RFID的车载防盗系统的设计与实现

2018 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT) Pub Date : 2018-09-01 DOI: 10.1109/CEEICT.2018.8628051

Abu Taher Noman, Samzad Hossain, Shariful Islam, M. E. Islam, N. Ahmed, M. Chowdhury

{"title":"Design and Implementation of Microcontroller Based Anti-Theft Vehicle Security System using GPS, GSM and RFID","authors":"Abu Taher Noman, Samzad Hossain, Shariful Islam, M. E. Islam, N. Ahmed, M. Chowdhury","doi":"10.1109/CEEICT.2018.8628051","DOIUrl":"https://doi.org/10.1109/CEEICT.2018.8628051","url":null,"abstract":"Stealing the vehicle is the major threat to car or vehicle owners. Nowadays, it is increasing day by day. If not recovered soon, stolen vehicle are generally sold, revamped or even burned, if the resale price is considered to be too low. When a vehicle is stolen, it becomes hard to locate and track it, which considerably decreases the chances of recovering it. An Anti-Theft vehicle security has been developed to mitigate this problem. This system consists of a PIC16F876A microcontroller, fingerprint, RFID, GPS-GSM modules and a tilt sensor. The car will be started with RFID or fingerprint or password. If an unauthorized person wants to open the door of the vehicle, it will ask for correct RFID or password or fingerprint. The tilt sensor is used to measure any breaking of windows or doors and movement of the vehicle, a message will be sent to the owner's mobile containing the location of the car via GPS-GSM module. The system gives also an alarm. Furthermore, the connection to the fuel injector of the car is deactivated to prevent the unauthorized start of the vehicle anyhow. This anti-theft security system enhances the chances of recovering the car.","PeriodicalId":417359,"journal":{"name":"2018 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT)","volume":"150 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134379315","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: 18