Zhao, Li; Wang, Lei (Hrsg.)

CIBDA 2022

3rd International Conference on Computer Information and Big Data Applications, March 25-27, 2022 in Wuhan, China

2022, 1190 Seiten, 140 x 124 mm, Slimlinebox, CD-Rom
ISBN 978-3-8007-5876-0, E-Book: ISBN 978-3-8007-6123-4
Persönliche VDE-Mitglieder erhalten auf diesen Titel 10% Rabatt

Inhaltsverzeichnis Vorwort

CIBDA 2022 is to bring together innovative academics and industrial experts in the field of computer information and big data to a common forum. The primary goal of the conference is to promote research and developmental activities in computer information and big data and another goal is to promote scientific information interchange between researchers, developers, engineers, students, and practitioners working all around the world. The conference will be held every year to make it an ideal platform for people to share views and experiences in computer information and big data and related areas.
Li Zhao (born 1980) is a professor at Wuhan Donghu University. Her research interests include cloud computing and secure cloud.
She has solid theoretical foundation and research capabilities, with long scientific career in secure cloud and big data. She has been involved in nearly ten research projects related to university education. She was appointed as the head and completed many projects, including "Provincial Model Reform College", "Exploration and Practice of Project-driven Teaching Mode of Software Engineering", and "Jingchu Excellent Engineer". She also designed two open courses, "Database Application Technology" and "Program Design in C Language".
She has participated in the undergraduate project (software engineering) of strategic emerging (pillar) industries training program of Hubei higher education institutions, service outsourcing talent training (training) base, and innovation and practice of school-enterprise cooperation in cultivating applied computer professionals. She has published more than 10 papers, two SCI-indexed papers, and two utility model patents. She is holding two software copyrights. She has edited and co-edited eight textbooks, including Basic Computer, Program Design in C Language, and Computer Web Design. She is in charge of the youth fund project of the university and the guiding project of science and technology research program of Department of Education of Hubei Province.

Lei Wang is the Office Director at School of Computer Science, Wuhan Donghu College. He participates actively in all the work of school-enterprise cooperation.
In November 2017, he assisted in declaring two collaborative education projects of the Ministry of Education, China, including the Innovation and Entrepreneurship Education Reform Project supported by Neutech. In 2020, he declared another project – the Reform of Teaching Content and Curriculum System Based on the Background of Engineering Certification, which was also approved by the Ministry of Education, China. In 2020, the project "Reform of Teaching Content and Curriculum System Based on Engineering Certification" was approved. He has published six scientific papers, including one EI-indexed paper.
1

The Study of NER Methods Based on Bi-LSTM+CRF Model

Autoren: Xu, Aiping; Wang, Chao

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Recognize Prohibition Traffic Sign Based on SVM Network and HOG Feature

Autoren: Liu, Yang; Zhong, Wei; Duan, Yu; Cao, Qi

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Research named entity recognition based on Transfer Learning

Autoren: Yu, Ai-Rong; Wang, Jun; Niu, Yan-Jie; Yu, Pei-Yi

8

Classification of complex network based on improved hierarchical model

Autoren: Jing, Lichao; Jiang, Xuesong; Zhang, Weizong

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Design of A Network Storage System Based on peer-to-peer Network with Supernode

Autoren: Huang, Zhi-Bai; Yang, Gang; Shen, Ze-Kai

13

Hybrid Weibo Tags and Topic Mining for User Similarity Model

Autoren: Zhang, Fang; Hang, Tianchu; Bai, Yang

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Establishment and Analysis of COVID-19 Models with Isolation Measures

Autoren: Tao, Xin; Cao, Yu; Wei, Haiping

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CSANet: Improving convolutional neural networks for CTC-based speech recognition with shrinkage attention

Autoren: Zhu, Xuechao; Gao, Lu; Hao, Bin; Yang, Lidong; Zhang, Fei

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Automated Microservice Identification from Design Model

Autoren: Zhou, Xiaolong; Xiong, Jingliu

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Modeling analysis of T-shaped crowd flow based on artificial neural network

Autoren: Li, Haoyang; Liu, Zhicheng; Zhou, Bingmeng

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28

A Network Intrusion Detection Method based on K-Means

Autoren: Fang, Mingyang; Liu, Feng

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30

Research on crop disease identification based on GoogleNet

Autoren: Chen, Cheng; Chen, Liwen; Zhu, Cheng

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Discussion of the traffic flow prediction model based on the GSP algorithm

Autoren: Li, Hongxing; Zhang, Weiwei; Zhang, Weizhong

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35

Fingerprint Recognition and Classification of IoT Devices Based on Z-Wave

Autoren: Cheng, Kefei; Cheng, Chuanguang; Zhang, Liang; Chen, Jinghao; Luo, Wei

36

Research on the Construction Method of Knowledge Graph

Autoren: Xia, Xudong; Yu, Ronghuan

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Situation estimation method based on improved D-S evidence theory

Autoren: Du, Xiuli; Liang, Ting; Qiu, Shaoming; Lv, Yana; Nie, Yangang

40

Chinese named entity recognition using adversarial training and attention mechanism

Autoren: Yang, Puquan; Lu, Ting; Guo, Wenjing; Chang, Shan; Liu, Guohua; Huang, Qiubo; Wang, Bingyue

41

A hybrid neural network model for predicting charges by incorporating legal knowledge

Autoren: Jia, Qizhen; Gao, Tianhan; Zhao, Qihui; Xie, Kang

42

Research and implementation of secure access technology for distribution terminal

Autoren: Luo, Anqin; Li, Xinjun; Xiao, Xiaolong; Zhu, Keqi

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44

Inductive Network Representation based on Neighbor Aggregation

Autoren: Xie, Jingsheng; Chen, Xi; Zhang, Yanping

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46

A modeling method of ship resident rule based on big data platform

Autoren: Yang, Zhaozhe; Xu, Yue; Qian, Zhibo

47

Handwritten digit recognition algorithm based on DBN and improved KNN algorithm

Autoren: Sheng, Wenshun; Xu, Liujing; Gao, Yepeng; Wang, Yunhua

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Improved indoor location algorithm based on Wi-Fi fingerprint and random forest

Autoren: Han, Xuefa; Han, Xuefang; Wu, Fei; Zhu, Hai

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51

Pavement crack detection method based on deep learning

Autoren: Huang, Jian; Wu, Dandi

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Research on a Rendering Method of Infrared Display

Autoren: Sun, Yong; Liu, Dawei; Feng, Yuan; Wang, Xun; Lu, Guangzhao; Zhang, Shaopan; Cao, Junqing

54

JPEG image forgery detection based on deep learning

Autoren: Cheng, Zhongqi; Shi, Huajun; Guo, Zhan

55

Practical research on classroom teaching evaluation based on face recognition

Autoren: Zhou, Huatao; Xu, Chen; Yao, Yuan; Tu, Fang

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CUDA-based acceleration of KNN and Bayesian algorithms

Autoren: Jia, Peiyan; Chen, Huiping; Huang, Yabo

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Unmanned Aerial Vehicle (UAV) Object Detection in High-Resolution Image Based on Improved YOLO v5

Autoren: Cui, Bifeng; Zhang, Yuhang; Li, Jinheng; Liu, Zhibin

63

A Novel Image Cartoonization Algorithm without Deep Learning

Autoren: Wang, Shanshan; Qi, Jiangyuan

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A New Machine Learning Algorithm for Users’ Movie Recommendation

Autoren: Liu, Zhongyuan; Wang, Xuefei; Zhu, Hongzheng

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Design of Imaging Radar based on Silicon Millimeter Wave Transceiver Chip

Autoren: Sun, Jia; Chen, Gang; He, Yapeng; Ma, Kaixue; Dang, Hongxing

72

Minefield Target Recognition Method Based on UWB Pulsed Electromagnetic Wave

Autoren: Liu, Shuli; Zhao, Yanming; Zhang, Jinfeng; Huang, Huaxi; Dai, Changcheng; Lu, Xiaoyu; Zhang, Yujie

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Radar Emitter Signal Recognition Based on PCA-ICS-SVM

Autoren: Wang, Zhiteng; Liu, Chang; Ji, Cunxiao; Qiu, Sheng

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A cloud-edge collaboration messaging system for edge computing

Autoren: Wang, Gang; Luo, Tian; Gao, Chuanji; Cai, Weiwei; Jiang, Yan; Kou, Liqiang; Zhang, Donghai; Zhou, Shanbao; Suo, Jiayi; Zhang, Xinjie

79

The Research on Analyzing the Number of Signal Definitions of In-Vehicle CAN Networks

Autoren: Cheng, KeFei; Zhang, HanWen; Cui, XiaoTong; Zhang, Liang

80

A Radar Pulse Sorting Algorithm Based on Mean Shift Clustering

Autoren: Zhao, Qi; Wu, Peng; Wang, Xinlong; Luo, Xiaowu

81

Data Theft Attack Detection Method for SDN Edge Switch

Autoren: Zhao, Yang; Yi, Peng; Zhang, Zhen; Hu, Tao; Liu, Shaoxun

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Image Adversarial Examples Generation Method Based on Fusion Gaussian Noise

Autoren: Duan, Jing; An, Yi; Yu, Ning; Gu, Liang; Liu, Haitao; Gong, Xin; Duan, Jie

84

Improving Small Object Detection with Attention NMS

Autoren: Wang, Lizhi; Mu, Xiaodong; Shen, Danyao

85

A Rolling Bearing Fault Detection Method Based on Heterogeneous Fusion Deep Neural Network

Autoren: Hu, Jian; Liu, Chunhui; Liang, Yu; Qu, Ran; Zhang, Qingdong; Hou, Weigang; Su, Honglu

86

A Fast Signal Bandwidth Design Method for Millimeter Wave Planet Landing Radar

Autoren: He, Yapeng; Zhang, Aijun; Dang, Hongxing

87

Mini-Resizer: A Minimalist Learnable Resizer for Image Geolocation

Autoren: Zhang, Aijun; Zheng, Shi; He, Yapeng; Tan, Xiaomin; Dang, Hongxing; Yuan, Qigang

88

Backscattering Characteristics of Millimeter Wave Landing Radar on Mars Surface

Autoren: Zhang, Aijun; Zheng, Shi; He, Yapeng; Tan, Xiaomin; Dang, Hongxing; Yuan, Qigang

89

Face expression recognition based on a two-branch convolutional neural network

Autoren: Gong, Maohang; Qiu, Yanxin; Hu, Xichuan

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A novel violent video detection method based on improved C3D and transfer learning

Autoren: Liu, Guoqing; Wang, Zhiwen; Zhang, Haipeng; Guo, Xin; Wang, Yuhang; Zhang, Canlong

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Muti-UAV deployment and carrier allocation algorithm for internet of things

Autoren: Sun, Jianjun; Cao, Ning; Mao, Minghe

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Minefield Detection System Based on Unmanned Airborne UWB-GPSAR

Autoren: Zhang, Yujie; Huang, Cailun; Dai, Changcheng; Huang, Huaxi; Liu, Shuli; Zhang, Jinfeng; Lu, Xiaoyu

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Image Feature Matching Method of Ancient Buildings in Southern Fujian Based on Image Segmentation

Autoren: Zhou, Xiaoping; Liu, Yanmin; Lian, Xiaobo; Guo, Huiting; Lee, Sangyoung

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Analysis and Design of Garbage Classification System Based on Wechat Mini Program

Autoren: Dong, Hongyan; Zhang, Xiaozhong; Kong, Dehua; Zhang, Bo

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Multi-objective trajectory planning of redundant manipulator based on MOSPO

Autoren: Wang, Wenli; Zhu, Yunhai; Wang, Peng; Zhao, Yongguo

106

Relation extraction based on multi-head self-attention and feature fusion

Autoren: Sun, Xueyu; Chen, Changfang; Zhang, Hongkuan; Zhu, Zhe

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Application of FTA-PCR technology combined with LIMS system in food safety inspection

Autoren: Liu, Siting; Yang, Jianhui; Wu, Jiayi; Chen, Xiaoling; Sun, Weihang

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Neurite mesh generation based on pre-processing

Autoren: Shen, Yalan; Fan, Jun

116

Application of virtual reality technology in obsessive-compulsive disorder

Autoren: Hu, Ao; Yuan, Fuqiang; Tao, Zhenzhen

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Design and Implementation of Subculture Community Application based on Hybrid Android technology

Autoren: Yang, Gang; Huang, Zhi-Bai; Zhang, Yuanyinming; Shen, ZeKai

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Workflow for simulating the single neuronal structure

Autoren: Fan, Jun; Shen, Yalan; Chen, Jie

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Research on the Application of Virtual Reality in the Treatment of Autism

Autoren: Tao, Zhenzhen; Yuan, Fuqiang; Hu, Ao

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Research on the Construction of Curriculum Knowledge Graph Based on GMM

Autoren: Ma, Xiaqing; Xu, Tao; Wang, Fengsi; Xu, Aopeng; Zhang, Zixiang

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Application of CAID in Product Form Design of Aquaculture Vessel

Autoren: Lin, Sheng; Li, Lu; Yang, Haibo

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Mesh generation of neuron cell body

Autoren: Shen, Yalan; Fan, Jun

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Research on Hardware Controller of BLDC Motor Rehabilitation Robot Based on STM32

Autoren: Ning, Zhixiang; Chen, Liwen; Luo, Jian; Qi, Linfeng

138

Application of Service Robot – Research on Trust Mechanism

Autoren: Liu, Qiangqiang; Guan, Xinhua

139

Lightweight YOLOv4 Coal Gangue Detection Method Based on Embedded Platform

Autoren: Nin, Yunfeng; Wang, Jiamin; Hou, Ying

140

Early Warning System for Safe Operation of Grain Silos based on Intelligent Video Analysis

Autoren: Xu, Wenhao; Yang, Wei; Liang, Kangbo; Wu, Yibo; Yang, Weidong

141

Design and Implementation of Virtual Simulation Experiment System for Mobile Communication Based on Unity3D

Autoren: Guo, Jingping; Zhao, Dequn; Wang, Dan; Li, Shuang; Deng, Qianhua; Ye, Jiazi

142

Deep-neural Automated Essay Scoring: A Review

Autoren: Zhang, Jing; Liu, Jie

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149

Generation of adversarial samples based on dynamic iterative gradient

Autoren: Yu, Ning; Duan, Jie; An, Yi; Duan, Jing; Gu, Liang; Liu, Haitao; Gong, Xin

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151

A Multi-mode Boost equalization circuit

Autoren: Dong, Kai-Qi; Ding, Hong-Chang

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153

Drone Swarm "Agile Suppression" Tactics

Autoren: Feng, Yuanbo; Wang, Bingqie; Li, Zheng; Xiong, Xiangming

154

Intelligent Tracking Technology of Sensitive Data Based on Tag Distribution Learning

Autoren: Zhou, Xiaoming; Yu, Hai; Yu, Pengfei; Teng, Ziyi

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158

Research and Implementation of the Generation Method of Point Array Based on Loop and Iteration

Autoren: Chen, Ruxian; Cai, Musheng; Zhou, QiXing; Dong, Ya; Bian, Buxing; Li, Jing

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Application of Big Data in Depression Screening and Early Warning

Autoren: Xu, Yuanjie; Deng, Kesui; Yao, Qiqi

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Research on the architecture of energy big data operation service system and algorithm simulation based on decision tree

Autoren: Yao, Ying; Zhang, Yu; Chen, YuanYang; Tang, YuanFu; Xiao, ZhenFeng

167

Research and Design of Health diagnosis and Traceability analysis of Database system

Autoren: Ding, Xuewei; Li, Jiwei; Xu, Ji; Wang, Huaiyu; Jia, Zhen; Zhang, Xinyi; Zhang, Pan

168

Design and Prospect of Power Financial Derivatives in New Power System Based on Big Data

Autoren: Mi, Ning; Yin, Guolong; Zhang, Chao; Qiao, Ning; Zhang, Jisheng; Yang, Haiyan; Liu, Dunnan

169

Research on the design of data visualization management platform based on smart elderly care community

Autoren: Zeng, Xi; E, Zheheng; Zhang, Xinyu; Zhong, Xueye; Luo, Mingxing

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Research on data visualization design of typhoon prevention power grid based on wind distribution map

Autoren: Zeng, Xi; Luo, Mingxing; Zhong, Xueye; Zhang, Xinyu; E, Zheheng

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Research on data visualization design of poverty alleviation achievements based on echarts

Autoren: Zeng, Xi; Zhong, Xueye; E, Zheheng; Luo, Minxing; Zhang, Xinyu

177

Analysis of E-Commerce Sales Quality of Agricultural Products Based on Big Data

Autoren: Li, Li; Xu, Wenbin; Tian, Juanjuan; Wang, Mengxuan

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Privacy-Preserving Method of Big Data Based on Federated Learning

Autoren: Xie, Haodong; Guo, Yuanbo; Fang, Chen; Chen, Minghui; Suo, Nan; Zhu, Ning

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Research on data fusion method based on Federated learning

Autoren: Yuan, Jianan; Huo, Chao; Zhang, Ganghong; Gao, Jian

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Knowledge distillation based on channel attention

Autoren: Meng, Xianfa; Liu, Fang

187

Quantitative Evaluation of Different Plan by Simulation Method

Autoren: Lin, Han; Chen, Guoying; Mi, Xinlei; Chen, Xudong; Wang, Ziyang

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Analysis of key technologies in the hydrogen energy industry based on big data research

Autoren: Zhuo, Yue; Cao, Yi; Nie, Jinfeng; Huang, Yu

191

Imbalanced data In Energy Disaggregation

Autoren: Shang, Yong; Gao, Xiaoyu; Zhao, Xiaoyong

192

Fault analysis of power battery based on voltage data record of realworld fired electric vehicles

Autoren: Dong, Honglei; Fan, Jie; Wang, Junxiang; Ren, Yi; Sun, Wentao; Yuan, Ruqiang

193

Research on energy big data cleaning based on multi-source data analysis

Autoren: Chen, Ke; Wang, Jiaqi; Zhang, Chengxin; Ying, Zhangchi

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Analysis and Research on students' classroom behaviour data based on LSTM

Autoren: Zhu, Lin; Niu, Wenrui; Tang, Mingwei; Zhao, Ziguo

198

A Time-frequency Analysis Method for Monitoring Aircraft Docking

Autoren: Di, Shuai; Zhang, Xuanyi; Xu, Yingchao; Wang, Hanlin; Du, Maowei; Zhang, Wenxin

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Bibliometric analysis on gene editing using Bibliometrix an R Package

Autoren: Yu, Junfeng; Yu, Jiazeng; Li, Sisi; Wang, Aiping; Wang, Yan

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205

Design of a real-time image edge detection system based on FPGA

Autoren: Hu, Jiangyu; Xue, Yong; Ma, Shuangbao

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209

Software Development and Usage Instructions based on Evacuation Simulation and Passenger Flow Organization

Autoren: Mi, Xinlei; Chen, Guoying; Lin, Han; Chen, Xudong; Wang, Ziyang

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211

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213

A Microservice Based Architecture for Distributed Netdisk System

Autoren: Shen, Ze-Kai; Huang, Zhi-Bai; Yang, Gang

214

Research on a Resource Dynamic Management System

Autoren: Sun, Yong; Zhang, Shaopan; Wang, Di; Zhao, Jinqing; Lu, Guangzhao; Guo, Mutian; Li, Ruiying

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A Design Method of Scenario Conversion Tool

Autoren: Sun, Yong; Zhao, Jinqing; Feng, Yuan; Xue, Jirong; Lu, Guangzhao; Wang, Di; Guo, Mutian

220

221

The Interference Suppression Strategy Based on Power Allocation

Autoren: Zheng, Ying; Xie, Jianli; Li, Cuiran

222

223

Research on the Security Protocol Under the Health Code System

Autoren: Zhou, Mingrui; Wu, Jie; Chen, Xiangyu

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Integrated Health Code Management Certification System

Autoren: Cai, Ruian; Chen, Yifan

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231

Accessibility analysis of the main historical relics of Xianzheng Street based on space syntax

Autoren: He, Minghui; Xu, Hong; Cai, Jiao; Wang, Kan; Li, Xuanhe

232

Authentication scheme of equipment management system based on lightweight block cipher algorithm

Autoren: Wang, Xiangru; Wei, Yuechuan; Chang, Lipeng; Pan, Xiaozhong

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234

Integrated and intelligent space launch information system based on cloud native

Autoren: Zhao, Shuang; Zhai, Wenli; Niu, Shengfen

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Application analysis of data quality verification system based on resource management platform

Autoren: Mei, Hong; Kang, Zhiwen; Li, Haiou; Liu, Yajun; Chen, Xin; Chen, Yanlei; Song, Guolin; Chao, Yuling; Jang, Wenjie; Cheng, Zhanyu; Xu, Jinpeng; Wu, Yi

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241

Design and Realization of Simulation TestBed for Intelligent Unmanned Swarm System

Autoren: Li, Shuang; Zhao, Dequn; Ye, Jiazi; Deng, Qianhua

242

Research on Rehabilitation Glove System Based on UKF Information Fusion

Autoren: Luo, Jian; Chen, Liwen; Ning, Zhixiang; Qi, Linfeng

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