2021 3rd International Conference on Electrical & Electronic Engineering (ICEEE)最新文献_第4页

A Time-varying Mutation Operator for Balancing the Exploration and Exploitation Behaviours of Genetic Algorithm 一种用于平衡遗传算法探索和开发行为的时变变异算子

2021 3rd International Conference on Electrical & Electronic Engineering (ICEEE) Pub Date : 2021-12-22 DOI: 10.1109/ICEEE54059.2021.9718786

M. Hasan, M. A. Kashem, Md. Jakirul Islam, Md. Zakir Hossain

{"title":"A Time-varying Mutation Operator for Balancing the Exploration and Exploitation Behaviours of Genetic Algorithm","authors":"M. Hasan, M. A. Kashem, Md. Jakirul Islam, Md. Zakir Hossain","doi":"10.1109/ICEEE54059.2021.9718786","DOIUrl":"https://doi.org/10.1109/ICEEE54059.2021.9718786","url":null,"abstract":"Many real-world combinatorial optimization problems (COPs) are NP-hard and challenging to find the optimal solution using classical linear and convex optimization methods. In addition, the computational complexity of these optimization tasks increases exponentially with the increasing number of decision variables. A further difficulty can be also caused by the search space being intrinsically multimodal and non-convex. In such a case, an effective optimization method is required that can cope better with these problem characteristics. Genetic algorithm (GA) is a widely used method for COPs. The original GA and its variants have been used to solve a number of classic discrete optimization problems. Literature shows that the static mutation probability is commonly used for the GA and its variants which cause the imbalance between exploration and exploitation, limiting the performance of GA. To overcome this problem, this research proposes a time-varying mutation operator for GA. In this paper, the balance between exploration and exploitation of the proposed GA has been verified using the benchmark instances of a well-known combinatorial optimization problem i.e., the 0–1 knapsack problem. The numerical results show that the proposed GA can obtain better results with on average a significant number of function evaluations compared to the well-known metaheuristic methods.","PeriodicalId":188366,"journal":{"name":"2021 3rd International Conference on Electrical & Electronic Engineering (ICEEE)","volume":"128 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128215716","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

Three Dimentional Multiple Near-field Source Localization Based on MUSIC Algorithm to Increase the Localization Accuracy of Optimal Beamformer 基于MUSIC算法的三维多近场源定位提高最优波束形成器的定位精度

2021 3rd International Conference on Electrical & Electronic Engineering (ICEEE) Pub Date : 2021-12-22 DOI: 10.1109/ICEEE54059.2021.9718785

Rony Tota, Md. Selim Hossain

引用次数: 1

Synchronous and Asynchronous Implementation of Radix-2 Booth Multiplication Algorithm Radix-2 Booth乘法算法的同步和异步实现

2021 3rd International Conference on Electrical & Electronic Engineering (ICEEE) Pub Date : 2021-12-22 DOI: 10.1109/ICEEE54059.2021.9718783

Nahin Ul Sadad, Afsana Afrin, Md. Nazrul Islam Mondal

引用次数: 1

An Alternate Solution for Smartphone-Based Urinalysis 基于智能手机的尿液分析的替代解决方案

2021 3rd International Conference on Electrical & Electronic Engineering (ICEEE) Pub Date : 2021-12-22 DOI: 10.1109/ICEEE54059.2021.9718777

Abir Ebna Harun, Mohammad Ashfak Habib

引用次数: 0

Length dependent thermal conduction in germanene/stanene heterobilayer by using molecular dynamics simulations 基于分子动力学模拟的锗烯/斯坦烯异质层长度相关热传导

2021 3rd International Conference on Electrical & Electronic Engineering (ICEEE) Pub Date : 2021-12-22 DOI: 10.1109/ICEEE54059.2021.9718787

Shihab Ahammed, Kazi Sazzad Hossen, Ashraful Hossain Howlader

{"title":"Length dependent thermal conduction in germanene/stanene heterobilayer by using molecular dynamics simulations","authors":"Shihab Ahammed, Kazi Sazzad Hossen, Ashraful Hossain Howlader","doi":"10.1109/ICEEE54059.2021.9718787","DOIUrl":"https://doi.org/10.1109/ICEEE54059.2021.9718787","url":null,"abstract":"Of late, stanene and germanene having the effect of spin orbital coupling are characterized as a superconductive material at room temperature. These materials have been synthesized and investigated their low thermal conductivity in recent experimental studies. With the purpose of achieving diverse thermal properties, we have modeled and offered germanene/stanene heterobilayer. We have also characterized its in-plane thermal conduction with varying length. For the assessment its thermal properties, we employed a simulation method named reverse non equilibrium molecular dynamics. The nanosheet size in the x direction ranges from 20 to 300 nanometer. The amount of thermal transport of this heterobilayer is predicted to be 19.95 W m−1 K−1 over an unlimited length. In this work, the van der Waals thickness is used to predict this thermal transmission. The length of the nanosheet appears to boost the in-plane heat conduction of the germanene/stanene bilayer. For a better understanding of in-plane thermal conduction, the phonon density of states is determined. The characterization of germanene/stanene nanostructure proposed in this study would give a decent knowledge to make it a promising bilayer for the thermoelectric applications owing to its low thermal conductivity.","PeriodicalId":188366,"journal":{"name":"2021 3rd International Conference on Electrical & Electronic Engineering (ICEEE)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121901597","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

IoT-Cloud-Based Low-Cost Temperature, Humidity, and Dust Monitoring System to Prevent Food Poisoning 基于物联网云的低成本温度、湿度和粉尘监测系统，防止食物中毒

2021 3rd International Conference on Electrical & Electronic Engineering (ICEEE) Pub Date : 2021-12-22 DOI: 10.1109/ICEEE54059.2021.9718789

S. M. Mahidul Hasan, Md. Rezwanul Ahsan, Md. Dara Abdus Satter

{"title":"IoT-Cloud-Based Low-Cost Temperature, Humidity, and Dust Monitoring System to Prevent Food Poisoning","authors":"S. M. Mahidul Hasan, Md. Rezwanul Ahsan, Md. Dara Abdus Satter","doi":"10.1109/ICEEE54059.2021.9718789","DOIUrl":"https://doi.org/10.1109/ICEEE54059.2021.9718789","url":null,"abstract":"The Internet of things (IoT) is an arising innovation, which changed the industrialization system at a higher level. Staying away from significant catastrophes in the food business or unexpected trivial issues of noticing temperature, humidity, and duct can bring about combined misfortune in food commerce. The main focus of this research has been on how a strategic distance can be maintained from those business misfortunes by incorporating IoT. In food shops, hazardous foods should be kept at a certain level of temperature, humidity, and satisfactory dust level to avert poisoning bacteria. To accomplish the task, IoT-based sensors are used within this research to collect variations of temperature, humidity, and dust level of any hazardous food’s climate and provide required activities with a precise choice. The proposed temperature, humidity, and dust monitoring system has been tested at AJWAH Bake and Pastry shop. The onsite experimental data shows that the system prototype is very effective in observing the food environment and can be utilized at food shops.","PeriodicalId":188366,"journal":{"name":"2021 3rd International Conference on Electrical & Electronic Engineering (ICEEE)","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124415206","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

Comparative Study on EEG Based Motor Movement Classification Using Different Sets of Electrode Channels 基于脑电的不同电极通道组运动分类的比较研究

2021 3rd International Conference on Electrical & Electronic Engineering (ICEEE) Pub Date : 2021-12-22 DOI: 10.1109/ICEEE54059.2021.9719000

Md Abdur Raiyan, S. C. Mohonta

{"title":"Comparative Study on EEG Based Motor Movement Classification Using Different Sets of Electrode Channels","authors":"Md Abdur Raiyan, S. C. Mohonta","doi":"10.1109/ICEEE54059.2021.9719000","DOIUrl":"https://doi.org/10.1109/ICEEE54059.2021.9719000","url":null,"abstract":"In Brain Computer Interface (BCI), for precise prediction of brain activity, it is important to know which part of the brain is responsible for which activity. Electroencephalography (EEG) signal which conveys the information of such brain activity is recorded using a number of electrodes from all over the skull. In this study, a comparison from a machine learning perspective has been made to investigate which sets of electrodes that mean which part of the brain shows more neural activity during execution or imagination of fist movement. Here, all the preprocessing steps have been done using EEGLAB on MATLAB, and the normalized band powers of five brain rhythms such as alpha, beta, gamma, delta and theta have been used as features. Finally, a supervised machine learning technique – Support Vector Machine (SVM) has been implemented which took those features as input for classification. This study shows that the channel set with more electrodes can distinguish between executed and imaginary fist movement more accurately. Therefore, these findings can be used to understand brain functionality more distinctly and be applied to predict motor movement more precisely in future BCI research.","PeriodicalId":188366,"journal":{"name":"2021 3rd International Conference on Electrical & Electronic Engineering (ICEEE)","volume":"106 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134343065","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

ResidualCovid-Net: An Interpretable Deep Network to Screen COVID-19 Utilizing Chest CT Images ResidualCovid-Net:利用胸部CT图像筛选COVID-19的可解释深度网络

2021 3rd International Conference on Electrical & Electronic Engineering (ICEEE) Pub Date : 2021-12-22 DOI: 10.1109/ICEEE54059.2021.9718776

Md. Farukuzzaman Faruk

引用次数: 1

Design of a novel multi-clustered 5G network for IoT applications 面向物联网应用的新型多集群5G网络设计

2021 3rd International Conference on Electrical & Electronic Engineering (ICEEE) Pub Date : 2021-12-22 DOI: 10.1109/ICEEE54059.2021.9718802

Tasnim Irtifa Chowdhury, M. Mowla

{"title":"Design of a novel multi-clustered 5G network for IoT applications","authors":"Tasnim Irtifa Chowdhury, M. Mowla","doi":"10.1109/ICEEE54059.2021.9718802","DOIUrl":"https://doi.org/10.1109/ICEEE54059.2021.9718802","url":null,"abstract":"Recently, fifth generation (5G) wireless standard is entering into the implementation stage with some of the initial design concepts and ideas. The 5G standard triangle is designed for supporting enhanced mobile broadband, massive machine type communication, and ultra reliable communication for the users. One of the major inclusions of this design targets is to provide internet to the huge small devices with low power, Internet of Things (IoT). In this direction, 5G technology has started to ensure IoT connectivity for the next generation users. The single clustering approach does not ensure the high throughput with low block error rate. In this paper, we have used the facilities of 5G to design a novel multi-clustered 5G network for IoT applications. A systematic analysis of the network is performed using well-suited UMa (urban-macro), and UMa3D (urban-macro-3-dimensional) path-loss models, for femto cell (FC) and pico cell (PC) configurations. Our investigation shows the superior performances of signal-to-interference-noise ratio (SINR), and throughput for UMa3D and pico cell configuration than their counterpart. We also find stable throughput over a wide range of users for the same configuration through maintaining insignificant block error rate (BLER) difference. Therefore, the proposed network seems very promising for practical implementation.","PeriodicalId":188366,"journal":{"name":"2021 3rd International Conference on Electrical & Electronic Engineering (ICEEE)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126561493","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

Human-Robot Interaction in Bengali language for Healthcare Automation integrated with Speaker Recognition and Artificial Conversational Entity 结合说话人识别和人工会话实体的孟加拉语医疗自动化人机交互

2021 3rd International Conference on Electrical & Electronic Engineering (ICEEE) Pub Date : 2021-12-22 DOI: 10.1109/ICEEE54059.2021.9718797

Shehan Irteza Pranto, Rahad Arman Nabid, Ahnaf Mozib Samin, Nabeel Mohammed, F. Sarker, M. N. Huda, K. Mamun

{"title":"Human-Robot Interaction in Bengali language for Healthcare Automation integrated with Speaker Recognition and Artificial Conversational Entity","authors":"Shehan Irteza Pranto, Rahad Arman Nabid, Ahnaf Mozib Samin, Nabeel Mohammed, F. Sarker, M. N. Huda, K. Mamun","doi":"10.1109/ICEEE54059.2021.9718797","DOIUrl":"https://doi.org/10.1109/ICEEE54059.2021.9718797","url":null,"abstract":"The research study presents an architecture of HumanRobot Interaction (HRI) based Artificial Conversational Entity integrated with speaker recognition ability to avail modern healthcare services. Due to the Covid-19 pandemic, the situation has become troublesome for health workers and patients to visit hospitals because of the high risk of virus dissemination. To minimize the mass congestion, our developed architecture would be an appropriate, cost-effective solution that automates the reception system by enabling AI-based HRI and providing fast and advanced healthcare services in the context of Bangladesh. The architecture consists of two significant subsections: Speaker Recognition and Artificial Conversational Entities having Automatic Speech Recognition in Bengali, Interactive Agent, and Text-to-Speech-synthesis. We used MFCC features as the linguistic parameters and the GMM statistical model to adapt each speaker’s voice and estimation and maximization algorithm to identify the speaker’s identity. The developed speaker recognition module performed significantly with 94.38% average accuracy in noisy environments and 96.27% average accuracy in studio quality environments and achieved a word error rate (WER) of 42.15% from RNN based Deep Speech 2 model for Bangla Automatic Speech Recognition (ASR). Besides, Artificial Conversational Entity performs with an average accuracy of 98.58% in a small-scale real-time environment.","PeriodicalId":188366,"journal":{"name":"2021 3rd International Conference on Electrical & Electronic Engineering (ICEEE)","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126436271","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