2022 Research, Invention, and Innovation Congress: Innovative Electricals and Electronics (RI2C)最新文献_第2页

Automatic Text Summarization of COVID-19 Scientific Research Topics Using Pre-trained Models from Hugging Face 基于拥抱脸预训练模型的COVID-19科研主题自动文本摘要

2022 Research, Invention, and Innovation Congress: Innovative Electricals and Electronics (RI2C) Pub Date : 2022-08-04 DOI: 10.1109/RI2C56397.2022.9910274

Sakdipat Ontoum, Jonathan H. Chan

引用次数: 3

Active Pre-Equalizer for Broadband Optical Wireless Communication Integrated with RF Amplifier 集成射频放大器的宽带无线光通信有源预均衡器

2022 Research, Invention, and Innovation Congress: Innovative Electricals and Electronics (RI2C) Pub Date : 2022-08-04 DOI: 10.1109/RI2C56397.2022.9910315

Kamol Boonlom, R. Viratikul, P. Janpugdee, J. Konpang, N. Chudpooti, I. Robertson, Timothy J. Amsdon, N. Somjit

引用次数: 0

Study and teach different operational areas of a converter using an experimental short video 使用实验短视频学习和教授转换器的不同操作区域

2022 Research, Invention, and Innovation Congress: Innovative Electricals and Electronics (RI2C) Pub Date : 2022-08-04 DOI: 10.1109/RI2C56397.2022.9910303

Mohammad Afkar, R. Gavagsaz-Ghoachani, M. Phattanasak

引用次数: 0

A three-level converter for supercapacitor in electric vehicles 一种用于电动汽车超级电容器的三电平变换器

2022 Research, Invention, and Innovation Congress: Innovative Electricals and Electronics (RI2C) Pub Date : 2022-08-04 DOI: 10.1109/RI2C56397.2022.9910288

Zohreh Shahrouei, R. Gavagsaz-Ghoachani, M. Phattanasak, S. Pierfederici

引用次数: 0

Hyperparameter Tuning in Convolutional Neural Network for Face Touching Activity Recognition using Accelerometer Data 基于加速度计数据的超参数卷积神经网络人脸触摸识别

2022 Research, Invention, and Innovation Congress: Innovative Electricals and Electronics (RI2C) Pub Date : 2022-08-04 DOI: 10.1109/RI2C56397.2022.9910262

S. Mekruksavanich, Ponnipa Jantawong, Narit Hnoohom, A. Jitpattanakul

{"title":"Hyperparameter Tuning in Convolutional Neural Network for Face Touching Activity Recognition using Accelerometer Data","authors":"S. Mekruksavanich, Ponnipa Jantawong, Narit Hnoohom, A. Jitpattanakul","doi":"10.1109/RI2C56397.2022.9910262","DOIUrl":"https://doi.org/10.1109/RI2C56397.2022.9910262","url":null,"abstract":"People have been encouraged to wear masks and avoid touching their faces in public as part of the new measures to prevent the spread of coronavirus 2019 (COVID-19). During the COVID-19 epidemic, few research have examined the effect of everyday living on the frequency of facial touch activity. To develop a face touching avoidance system, deep learning algorithms have been proposed and have demonstrated their amazing performance. However, an important drawback of deep learning is its extensive dependence on hyperparameters. The results of deep learning algorithms may vary depending on hyperparameters, such as the size of the filters, the number of filters, the batch size, the number of epochs, and the training optimization technique used. In this paper, we present an effective approach for hyperparameter tuning of convolutional neural networks (CNNs) for efficiently recognized face touching activities based on accelerometer data. Two hyperparameter tuning methods (Grid search and Bayesian optimization) were evaluated in order to construct the CNN with high performance. The experiment results show that Bayesian optimization can provide suitable hyperparameters for CNNs for face touching recognition with the highest accuracy of 96.61%.","PeriodicalId":403083,"journal":{"name":"2022 Research, Invention, and Innovation Congress: Innovative Electricals and Electronics (RI2C)","volume":" 44","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"113947851","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

Evaluation of Micro-slots Spectrum Sensing under Noise uncertainty and PU Random Access 噪声不确定性和PU随机接入下的微槽频谱感知评价

2022 Research, Invention, and Innovation Congress: Innovative Electricals and Electronics (RI2C) Pub Date : 2022-08-04 DOI: 10.1109/RI2C56397.2022.9910291

Kitipoth Wasayangkool, Wilaiporn Lee, K. Srisomboon

{"title":"Evaluation of Micro-slots Spectrum Sensing under Noise uncertainty and PU Random Access","authors":"Kitipoth Wasayangkool, Wilaiporn Lee, K. Srisomboon","doi":"10.1109/RI2C56397.2022.9910291","DOIUrl":"https://doi.org/10.1109/RI2C56397.2022.9910291","url":null,"abstract":"To achieve the spectrum utilization objective of cognitive radio, the unauthorized user (SU) should avoid interference to the authorized user (PU) when the SU accesses the licensed channel and should access the licensed channel when it is actually available. In a normal scenario, traditional spectrum sensing determines the channel status when all samples of the sensing slot contain the PU signal. However, PU can utilize the licensed channel indulgently where the PU has the right to access or leave the channel anytime during the sensing interval. However, the indulgent access behavior of PU affects the detection performance of traditional spectrum sensing techniques since they do not take the behavior into the account. Later, modern techniques address the indulgent access behavior issue by exploiting micro-slots detection concepts. However, they did not evaluate the detection performance under noise uncertainty environment where the noise uncertainty is the major concern of the spectrum sensing. Therefore, in this paper, we determine the generalization character of the three modern spectrum sensing, micro-slotted dual-stage spectrum sensing (MDMS), split-half spectrum sensing (SPHS) and elastic fusion dual-stage spectrum sensing (EFDS), where the generalization can be met when the spectrum sensing presents reliable detection under various condition of spectrum usage of PU with noise uncertainty environment. As a result, EFDS can achieve the generalization character since it is capable of adjusting the required number of PU detected adjacent micro-slots.","PeriodicalId":403083,"journal":{"name":"2022 Research, Invention, and Innovation Congress: Innovative Electricals and Electronics (RI2C)","volume":"146 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128150985","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 Resistorless Temperature-insensitive Electronically-adjustable Single VDGA-based Voltage-mode Instrumentation Amplifier 一种无电阻温度不敏感电子可调单vga电压模式仪表放大器

2022 Research, Invention, and Innovation Congress: Innovative Electricals and Electronics (RI2C) Pub Date : 2022-08-04 DOI: 10.1109/RI2C56397.2022.9910324

M. Siripruchyanun, Burin Theppota, W. Saksiri

引用次数: 0

SUBTAWEE Transportation Management on Mobile Application 基于移动应用的交通管理

2022 Research, Invention, and Innovation Congress: Innovative Electricals and Electronics (RI2C) Pub Date : 2022-08-04 DOI: 10.1109/RI2C56397.2022.9910306

N. Maliwan, Chonlada Maliwan, R. Suwalak

{"title":"SUBTAWEE Transportation Management on Mobile Application","authors":"N. Maliwan, Chonlada Maliwan, R. Suwalak","doi":"10.1109/RI2C56397.2022.9910306","DOIUrl":"https://doi.org/10.1109/RI2C56397.2022.9910306","url":null,"abstract":"This paper provides information about the design of the mobile application for transportation management. Initially, the user must be logged in to access the mobile application. It is divided into 3 access roles, i.e., 1) administrator can use job summary, time verification function, and driver function, 2) staff can use the driver’s time and time verification function, and 3) driver can use the job function. The application’s movement data since login. Confirmation of the time of the car leaving the plant. Job verification on behalf of the driver, including the driver confirming the customer submission, is stored in the entire database, which is notified every time it is logged in and when the work is sent to the customer via the Line Notification, as well as the daily revenue amount and monthly income is displayed. Displays within the proposed mobile application to keep drivers informed. The mobile application is convenient to use and work very well for the transportation management of the SUBTAWEE Concrete Company Langsuan Co., Ltd. This mobile application can be applied to the transportation management and the others similarly process.","PeriodicalId":403083,"journal":{"name":"2022 Research, Invention, and Innovation Congress: Innovative Electricals and Electronics (RI2C)","volume":"33 9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128227242","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 new techno-economic solution to supply energy, decrease the peak and reduce the cost of electricity consumed in the new agricultural structure 为新型农业结构提供了一种新的技术经济解决方案，以满足能源供应，降低峰值，降低电力消耗成本

2022 Research, Invention, and Innovation Congress: Innovative Electricals and Electronics (RI2C) Pub Date : 2022-08-04 DOI: 10.1109/RI2C56397.2022.9910323

Yeganeh Ghandriz, Sara Mahmoodian-Yonesi, Y. Alvari, M. Zandi, R. Gavagsaz-Ghoachani, M. Phattanasak

{"title":"A new techno-economic solution to supply energy, decrease the peak and reduce the cost of electricity consumed in the new agricultural structure","authors":"Yeganeh Ghandriz, Sara Mahmoodian-Yonesi, Y. Alvari, M. Zandi, R. Gavagsaz-Ghoachani, M. Phattanasak","doi":"10.1109/RI2C56397.2022.9910323","DOIUrl":"https://doi.org/10.1109/RI2C56397.2022.9910323","url":null,"abstract":"In today's complex world, energy challenges are interconnected with water, environmental, and food challenges. Because of the better understanding and complex connection that exists between these resources, a concept called nexus is defined. The most comprehensive nexus that most of the parameters are considered is water, environment, food and energy nexus (WEFEN). A volumetric view of WEFEN is an attitude that can be very effective in achieving sustainable development goals. Energetic dark greenhouse (EDG) is an innovative idea with the WEFEN volume view that solves the challenges of sustainable security, water, environment, food, and energy. Three examples of EDG capabilities are described in order to provide sustainable security in this research. These three capabilities include supplying electrical energy through renewable energy resources, decreasing the peak with changes in the pattern of electricity consumption, and reducing consumer electricity costs in the EDG. In this research, in order to decrease the peak by changing the pattern of electricity consumption, the appropriate lighting period of the plant has been selected. Also, from a techno-economic point of view, the best time to start the lighting period of this system is selected in terms of optimal cost for the user.","PeriodicalId":403083,"journal":{"name":"2022 Research, Invention, and Innovation Congress: Innovative Electricals and Electronics (RI2C)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131325800","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

Object Identification and Localization of Visual Explanation for Weapon Detection 武器探测目视解释的目标识别与定位

2022 Research, Invention, and Innovation Congress: Innovative Electricals and Electronics (RI2C) Pub Date : 2022-08-04 DOI: 10.1109/RI2C56397.2022.9910301

Narit Hnoohom, Pitchaya Chotivatunyu, Sumeth Yuenyong, K. Wongpatikaseree, S. Mekruksavanich, A. Jitpattanakul

引用次数: 1