IET Networks最新文献_第8页

Research on Novel Thermal Insulation Structure of CMOS-MEMS Thermopile CMOS-MEMS热电堆新型保温结构研究

IF 1.4

IET Networks Pub Date : 2022-10-14 DOI: 10.1109/IET-ICETA56553.2022.9971595

Kai-Chung Yu, Chih-Hsiung Shen

引用次数: 0

Facial Expression Recognition Based on Snaking Data Access and Pipeline Convolution Neural Network 基于蛇形数据访问和管道卷积神经网络的面部表情识别

IF 1.4

IET Networks Pub Date : 2022-10-14 DOI: 10.1109/IET-ICETA56553.2022.9971645

Chi-Chang Lin, Chia-Yu Hsieh, Ping-Cheng Wu, Ping-Chun Chen, You-Sheng Xiao, Yunqi Fan

引用次数: 0

IET-ICETA 2022 Cover Page IET-ICETA 2022封面页

IF 1.4

IET Networks Pub Date : 2022-10-14 DOI: 10.1109/iet-iceta56553.2022.9971701

引用次数: 0

Energy-efficient and Accurate Object Detection Design on an FPGA Platform 基于FPGA平台的节能精确目标检测设计

IF 1.4

IET Networks Pub Date : 2022-10-14 DOI: 10.1109/IET-ICETA56553.2022.9971590

Kuan-Hung Chen, Chun-Wei Su, Jen-He Wang

{"title":"Energy-efficient and Accurate Object Detection Design on an FPGA Platform","authors":"Kuan-Hung Chen, Chun-Wei Su, Jen-He Wang","doi":"10.1109/IET-ICETA56553.2022.9971590","DOIUrl":"https://doi.org/10.1109/IET-ICETA56553.2022.9971590","url":null,"abstract":"With the innovation of hardware equipment, the development of artificial intelligence has broken through the limitations of the past. Neural networks have been continuously deepened to improve the accuracy of detection, so that the parameters have increased with a direct proportional rate. In this way, however, high energy consumption has been induced which obstacles the deployment of AI algorithms on portable devices. Therefore, the design of neural network must consider not only detection accuracy but also energy efficiency. In this paper, we analyzed energy consumption, detection accuracy and execution speed of our neural network model as well as the state-of-the-art models based on an FPGA platform called ZCU-102. We adopt the performance index from Low Power Computer Vision (LPCV) challenge which considers power dissipation, mean Average Precision (mAP) and Frames Per Second (FPS) at the same time to evaluate these models in an overall point of view. Agilev4 can achieve 59.9% of mAP@50 on MS COCO test-dev2017 datasets. If the input frame resolution is turned into $416times 416$, the processing frame rate can reach 20.7 FPS on ZCU-102. Compared with the state-of-the-art models, the LPCV score of Agilev4-416 is 1475. S which is 1.56 times of that of YOLOv4-416.","PeriodicalId":46240,"journal":{"name":"IET Networks","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2022-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75334117","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

Grid-Forming Inverter Control for Power Sharing Simulation in Microgrid 微电网电力共享仿真成网逆变器控制

IF 1.4

IET Networks Pub Date : 2022-10-14 DOI: 10.1109/IET-ICETA56553.2022.9971695

Yu-Jen Liu, Pei-Hao Sun, Po-Yu Hou

引用次数: 0

Exploiting Discrete Cosine Transform Features in Speech Enhancement Technique FullSubNet+ 利用离散余弦变换特征的语音增强技术FullSubNet+

IF 1.4

IET Networks Pub Date : 2022-10-14 DOI: 10.1109/IET-ICETA56553.2022.9971683

Yu-sheng Tsao, Berlin Chen, J. Hung

引用次数: 0

Bilingual Fake News Detection Algorithm Using Naïve Bayes and Support Vector Machine Models 基于Naïve贝叶斯和支持向量机模型的双语假新闻检测算法

IF 1.4

IET Networks Pub Date : 2022-10-14 DOI: 10.1109/IET-ICETA56553.2022.9971596

Paolo Joshua R. Billones, Dailyne D. Macasaet, Shearyl U. Arenas

引用次数: 1

Multicultural Knowledge and Information Literacy Learning Using AIoT Integration Technology 基于AIoT集成技术的多元文化知识与信息素养学习

IF 1.4

IET Networks Pub Date : 2022-10-14 DOI: 10.1109/IET-ICETA56553.2022.9971523

Hu Ming, LE Ti, Hsien Chung Chen, Thai Cheng Yu, Huang You Ming, Ying Hsun Lai

{"title":"Multicultural Knowledge and Information Literacy Learning Using AIoT Integration Technology","authors":"Hu Ming, LE Ti, Hsien Chung Chen, Thai Cheng Yu, Huang You Ming, Ying Hsun Lai","doi":"10.1109/IET-ICETA56553.2022.9971523","DOIUrl":"https://doi.org/10.1109/IET-ICETA56553.2022.9971523","url":null,"abstract":"This study uses AIoT combined with virtual-real integration technology to explore the cultural knowledge and information literacy learning of Indigenous people. In this era when few cultures need to be valued and preserved, this study uses virtual reality technology to turn the preservation of cultures into digitalization, so that complete objects can be preserved more safely and completely. The virtual reality space is used to further promote cultural and information literacy education. Learning through games, guided tours and teaching can strengthen the identity of one’s own culture and promote the cultural assets of some ethnic minorities. This research uses a broad range of Indigenous ethnic groups as an introduction to understanding, and then goes deep into other related cultures, celebrations, and festivals as secondary promotions, inspects or observes ethnic-related architectural structures, totems, pottery and other cultural relics, and at the same time achieves digital preservation and Provision of educational resources. This research also uses 3D printing technology to print and reproduce cultural objects to help learners strengthen their cultural understanding and identification concepts while learning new technologies.","PeriodicalId":46240,"journal":{"name":"IET Networks","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2022-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73587530","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

An RF-DC Converter IC for Power Charging Application 一种用于电源充电的RF-DC变换器集成电路

IF 1.4

IET Networks Pub Date : 2022-10-14 DOI: 10.1109/IET-ICETA56553.2022.9971475

Pin-You Chen, Bo-Yuan Chen, Chia-Hung Chang, Jheng-Yu Cheng, Syuan-Sou Chen, Meng-Man Yang, Wei-Wen Hu

引用次数: 0

A 5.2 GHz Differential Down Conversion Mixer Design 5.2 GHz差分下变频混频器设计

IF 1.4

IET Networks Pub Date : 2022-10-14 DOI: 10.1109/IET-ICETA56553.2022.9971575

Jia-Min Chiau, Min‐Hua Ho, W. Lai

引用次数: 0