Zhang, Tao (Ed.)

ISCTT 2022

7th International Conference on Information Science, Computer Technology and Transportation, May 27-29, 2022 in Xishuangbanna, China

2022, XVII, 1090 pages, 140 x 124 mm, Slimlinebox, CD-Rom
ISBN 978-3-8007-6006-0, e-book: ISBN 978-3-8007-6056-5
Personal VDE Members are entitled to a 10% discount on this title

Content Foreword

The 2022 7th International Conference on Information Science, Computer Technology and Transportation (ISCTT 2022) was successfully held online through Zoom on May 27-29, 2022.
More than 260 participants attended the meeting. There were over 20 experts and scholars in the area of Information Science, Computer Technology and Transportation representing different famous universi-ties and institutes around the globe to form Conference Committees.
Tao Zhang is a professor, doctoral supervisor, and distinguished expert. He received his PhD in Computer Science from Kent State University (USA). He was Chief Software Architect of the Volkswagen Group, Germany; IBM Senior Consultant, USA; and Vice President of Global Technology and Operations at Bank of America. In addition to being a Distinguished Expert of the Organization Department of the Central Committee of the CPC for the introduction of overseas high-level talents, he also holds the following positions.
1

Covariance matrix adaptation evolution strategy based on multidistribution collaborative sampling

Authors:
Wang, Dan; Jiang, Hui; Wang, Pengcheng; Zhang, Anqi

2

Research Progress of Reversible Data Hiding in Encrypted Domain

Authors:
Ge, Yu; Sun, Junjie; Zhang, Minqing

3

Encrypted Network Traffic Classification Method Based on Deep Capsule Network

Authors:
Li, Kunyang; Ma, Zhuhong; Song, Kungyuan

4

Research on health status evaluation method of switch machine based on ANFIS

Authors:
Xu, Jiye; Cheng, Yonggang; Xiong, Wenxiang

5

A/B Test Research on the Selection of Push Scheme in Network Precision Marketing

Authors:
Xue, Xi; Fu, Yingzi; Xia, Siqin; Li, Xuesha

6

7

Statistical Inference of Light Buoy Gyrocenter Based on Kernel Density Estimation

Authors:
Chen, Qilong; Huang, Pengfei; Xiao, Xiaochun

8

User equilibrium assignment with expected utility theory

Authors:
Yu, Xinxin; Liu, Heling; Tang, Guoyi; Han, Xiongjun; Liu, Ying; Shao, Jie; Yao, Xiaoxia; Bian, Changzhi

9

Analysis of passenger flow characteristics index based on bus IC card data points

Authors:
Chu, Jingru; Liu, Yundong; Zhang, Zhiqing

10

11

12

Automated Analysis of Differences in the Functionality and Performance of 3D CAD Systems for Collaborative Design

Authors:
Lv, Hao; Cheng, Jin; Xia, Jinfen; Zeng, Fenfang; Xu, Haoran

13

Research on Equipment of Marine Reef Unmanned Floating Platform Information Platform

Authors:
Zhang, Liwei; Zhang, Shengrong; Ma, Yibo; Shen, Chong; Zhang, Kun; Li, Jun; Shen, Shaodong; Liang, Wei

14

The Influence of Cao'e River Sluice Operation on Mashan River Water Flow Flood Control Based on Two-dimensional Numerical Simulation

Authors:
Yu, Junfeng; Tu, Chengjie; Li, Dongfeng; Ye, Han; Li, Zihao; Sheng, Xianzhe; Zhao, Jianqing

15

16

17

The Application and Thinking of Space Information Technology in Outdoor Sports

Authors:
Huang, Wenlang; Chen, Huixin; Li, Bin; Chen, Chao

18

19

Construction of digital twin system for mechanical safety test bed

Authors:
Pan, Yilin; Liu, Shujie; Tao, Longchun; Zou, Jun; Zhou, Cheng

20

Development of Digital Media Interactive Roaming System for Virtual Scenic Spots

Authors:
Wang, Mengbo; Zhang, Jinting; Zou, Jiajun; Zhang, Wanting

21

Data security storage method of power grid asset system based on blockchain

Authors:
Sun, Meng; Wang, Qi; He, Jue; Xiao, Yaohui; Shen, Xiaojie; Huang, Yu; Huang, Huailin; Fan, Suchun

22

RCS Data Management and Analysis System Based on MATLAB

Authors:
Zhang, Jianhua; Huangfu, Huidong; Zhang, Peng; Shen, Jiachen; Zhou, Jianglong; Su, Kang; Xiong, Sijin

23

24

New Energy Vehicle Battery SOH Evaluation Method Based on Charging High Quality Data Set Extraction

Authors:
Yang, Jinglu; Zhang, Xuze; Wang, Yang; Liu, Guang; Li, Zimeng; Guo, Zhili; Bai, Yinming; Qi, Peiwen

25

Research on the relationship between Bangdi frequency and flute hole

Authors:
Wu, Jing; Wu, Yongzhong; Luo, Xun

26

27

Leakage risk analysis of ethane tank group based on FEM numerical calculation

Authors:
Wang, Chuanping; Zhang, Youxing; Xiong, Tao; Ran, Yan; Zhou, Zhaoming; Chen, Yukun

28

29

30

31

32

33

Design And Implementation of Digital Signature Architecture Based on Chaos and SM2

Authors:
Wang, Shuiqing; Tong, Zhiyong; Liu, Qun; Yang, Ziheng

34

Prediction and Analysis of China's Future Population Development Trend

Authors:
Li, Jing; Wang, Suzhen; Zhu, Yao

35

36

Geo-Distributed Data Analytics Using Novel Cloud Resource Provisioning Method

Authors:
Li, Hang; Xu, Wenxin; Cheng, Shuai; Zhao, Jizhuang

37

38

39

Construction of hospital big data center for intelligent medical care

Authors:
Wang, Jun; Wang, Xiu-lai; Yu, Ai-Rong; Deng, Bo

40

41

A review of research on multi-cloud management platforms

Authors:
Xu, Dishi; Liu, Fagui; Chen, Weiming; He, Fengwen; Tang, Xuhao; Zhang, Yongde; Wang, Bin

42

43

Characteristic Analysis of Curved CWR based on matlab

Authors:
Du, Guoqiang; Han, Feng; Fan, Xianghui; Li, Yuan; Liang, Tao

44

45

46

47

48

Research analysis of networked command information system based on complex network technology

Authors:
Xia, Wei; Dong, Tengfei; Zhao, Jiangbo; Wang, Yawei

49

50

Investigation of Numerical Simulation Methods for Single Shear Tests of Root-soil Composite

Authors:
Du, Peng; Liu, Xiaoling; Huang, Jianhua; Chen, Honghao; Liu, Zheng

51

Research on evaluation indicators of military intelligence recommendation systems

Authors:
Wu, Junjie; Huang, Zhiliang; Niu, Ben; Li, Yaodong; Li, Zimo

52

Research on coal supply information monitoring and risk early-warning method in power industry

Authors:
Gao, Haixiang; Zhao, Yue; Cai, Qiuna; Liu, Sije; Wu, Guobing; Gong, Chao

53

Research and Implementation of Distribution Network Operating Analysis Platform Based on Multi-source Heterogeneous Data

Authors:
Zhou, Yangjun; Yi, Chenying; Liang, Shuo; Yu, Xiaoyong; Feng, Bin; Li, Shan; Zhang, Wei

54

MRI Segmentation of Brain Tumors based on Multi-scale Feature Fusion and Residual U-Net

Authors:
Niu, Hongwei; Lan, Xiaohong; Gou, Yijie; Sun, Xin; Jia, Yue

55

56

57

58

News Recommendation with Knowledge Graph and News Popularity

Authors:
Su, Jing; Duan, Weifeng; Gu, ShuTing; Shi, Peixuan; Zhao, Tianfeng

59

Risk Assessment of Petrochemical ships based on FAHP-TOPSIS

Authors:
Wan, Yanchun; Chen, Hao; Wang, Man

60

LGSAN: Latent Graph Structure Aware Network for Traffic Forecasting

Authors:
Chen, Zenghui; Yang, Dong; Fang, Zhaozhao

61

62

63

64

65

An Image Matching Algorithm Based on Bipartite Graph

Authors:
Rong, Han-ge; Li, Yong-jie; Zhang, Xiu-shan

66

67

Study on a Method of Water System Establishment

Authors:
Sun, Yong; Ji, Xinge; Xue, Jirong; Yang, Weiqing; Cao, Junqing; Wang, Xiaoyue

68

69

Traffic Sparing Algorithm for Multi-Layer Multi-Domain Optical Networks Based on Matching Game

Authors:
Wu, Qiwu; Liu, Jiaqi; Zheng, Mingzhu; Jiang, Lingzhi

70

71

Network Intrusion Detection based on IWEasyTL Algorithm

Authors:
Pei, Chanjuan; Shu, Yongan

72

73

DDoS attack model with detection accuracy feedback mechanism

Authors:
Li, Fengjiao; Ren, Jianguo

74

Group member’s importance evaluation algorithm based on identity similarity

Authors:
Sun, Baibing; Han, Yi; Zhang, Qiao; Du, Yanhui

75

Research on a Basic Model of Electronic Countermeasure Simulation

Authors:
Zhang, Shaopan; Sun, Yong; Yang, Weiqing; Zhou, Qiang; Tian, Jianhui; Geng, Deshen; Guo, Zhiming; Wang, Di

76

Deep Q-Network Based on Important Experience Replay

Authors:
Yao, Jiangyi; Li, Xiongwei; Zhang, Yang; Ji, Jingyu; Wang, Yanchao

77

1-D Convolutional Neural Network for Integrated Modular Avionics Fault Modeling and Diagnosis

Authors:
Guo, Yingchao; Chen, Jie; Zhong, Yichen; Shen, Chi; Zhao, Yuyang; Fan, Jingwen

78

79

80

81

82

Lubricating oil component detection algorithm based on characteristic peaks

Authors:
Xiong, Shiyong; Xu, Daoxu; Wu, Rongsen; Zhu, Fuli

83

Research and design of water hardness on-line detection system

Authors:
Song, Jianfeng; Zhang, Yang; Yang, Xiaocheng

84

85

86

Attention-based multi-level image and text sentiment analysis

Authors:
Sun, Xiaomin; Geng, Yushui; Jiang, Wenfeng; Wu, Qichen

87

88

89

90

Value analysis of user consumption behavior based on XGBoost model and K-Means model

Authors:
Chen, Liying; Lin, Yijun; Zhang, Chunfu; Bai, Jing

91

92

A fast implementation of a SAR intra-vein convolutional modulation algorithm

Authors:
Ji, Xuhuan; Tao, Huamin; Wang, Zhuang; Xiao, Shanzhu; Gao, Henan; Wang, Junpeng

93

Comparison of prediction model for tobacco quality characteristics in central Yunnan province

Authors:
Chen, Fan; Jing, Yuanshu; Xie, Xinqiao; Yang, Jizhou

94

A Shifted Windows Detecting Method for Similar Plant Diseases Based on Transform

Authors:
Wang, Fenmei; Wang, Rujing; Huang, Huanhuan; Wu, Suqin

95

Design of seat support height based on the analysis of biomechanical characteristics of lumbar and abdomen muscles

Authors:
Teng, Albert; Zhong, Hongchuan; He, Bingwei; Zheng, Honyu; Li, Zhongjun

96

Network Traffic Anomaly Detection Based on Deep Q Network

Authors:
Wei, Wenting; Wang, Xiaokang; Hou, Xiaoe; Ma, Qiqi

97

98

99

An Algorithm of mmWave MIMO Antenna Exposure Based on Unsupervised Deep Learning

Authors:
Xu, Yang; Fu, Haitao; Liu, Yawen; Hui, Xiong

100

Research on a field road network generation algorithm

Authors:
Sun, Yong; Zhao, Jinqing; Lu, Guangzhao; Yang, Weiqing; Wang, Di; Zhang, Shaopan; Wei, Lan; Li, Yang

101

102

103

Monitoring Model of All-sensing Intelligent Station Based on Operating State Evaluation

Authors:
Si, Jiangfeng; Shao, Bo; Yu, Jian; Yang, Bifeng; Wang, Rong

104

105

Soil erosion evaluation of RUSLE model based on remote sensing and GIS -- a case study of Taizhou City

Authors:
Tang, Bin; Rong, Danya; Shan, Lijie; Zhou, Huan; Tian, Chuanchong

106

107

108

Overview of camera detection and laser scanning detection technology for subway tunnel structural diseases

Authors:
Liu, Keqiang; Wang, Yudong; Song, Guangcai; Zhao, Kun; Yang, Zhiqiang; Wang, Yiquan; Zhang, Haihang

109

110

111

112

113

114

Vehicle trajectory prediction through manual setting and machine learning

Authors:
Liu, Xinyu; Jiang, Ruixuan; Nie, Yulong; Cheng, Libo; Xiang, Yuchen

115

Recognition Method of Motorized Traffic Mode Based on GPS Data

Authors:
Wang, Jizhao; Guo, Dudu; Wu, Zhizhou

116

Navigation safety evaluation of waterway based on AHP-EW grey fuzzy synthesis

Authors:
Wang, Le; Wang, Fengwu; Zhang, Xiaobo

117

Research on Big Data Platform for Railway Transport Station

Authors:
Xu, Chunjie; Li, Jun; Zhang, Yawei; Chen, Ruifeng; Li, Chao; Yang, Guoyuan; Lv, Xiaojun

118

Research on Autonomous Emergency Braking Pedestrain Test of China New Car Assessment Program

Authors:
Lei, Bin; Zhang, Shuai; Zhai, Hongtao; Shi, Juan

119

120

Using traffic restriction scheme to encourage carsharing

Authors:
Ding, Dong; Liu, Kun; Fu, Jia; Liu, Sitian

121

122

Influencing factors of college students' travel behaviour based on data analysis

Authors:
Liu, Yi; Xue, Jingwen; Cui, Hongmeng; Liu, Dandan

123

124

125

126

127

Optimizing Traffic Flow Forecasting Model Based on Spatial-Temporal Analysis

Authors:
Huang, Yanguo; Zhou, Chencong; Zhong, Yong

128

Design and Realization of Highway Alarm and Warning System

Authors:
Li, Junyang; Yao, Xinyu; Wu, Jinglu; Yang, Hongbaio; Zeng, Yuewen

129

130

131

132

Research on a Road Network Establishment Method

Authors:
Sun, Yong; Yang, Weiqing; Cao, JunQing; Wang, Xiaoyue; Chen, Yan; Guo, Zhiming

133

134

135

136

Research on Rutting Flow Deformation of Asphalt Mixture Mesostructure Based on Discrete Element Method

Authors:
Wu, Shanshan; Ying, Hong; Xia, Ruhua; Ma, Jieling; Yang, Lingyun

137

Research on the Influence of the Changshui River Water Flow Flood of Cao'e River Sluice Operation Based on Two dimensional Numerical Simulation

Authors:
Yu, Yanfen; Sun, Kedong; Fang, Zhihao; Chen, Yishan; Zhu, Liya; Zhu, Zhicheng; Wang, Linjie

138

Measuring and Modeling the Influences of Street Tree Species on Microclimate and Pedestrian Comfort

Authors:
Li, Yingnan; Song, Zipeng; Ding, Lu; Liu, Tao; Zhou, Zhengzhong; Cheng, Kai

139

Residual snow road adhesion coefficient modeling and safety vehicle speed evaluation

Authors:
Zhao, Kuo; Wang, Bing; Liu, Xiaojun; Wang, Lei

140

141

142

Research on measurement technology of rapid diagnosis equipment for rural road pavement defects

Authors:
Zhang, Jinning; Zhou, Yishu; Liu, Yue; Leng, Zhengwei; Liu, Chang

143

Dynamic shared autonomous vehicles dispatching algorithm

Authors:
Rong, Shaoling; Tang, Chongwu; Chen, Min

144

Global path planning of intelligent vehicle based on improved bidirectional parallel A* algorithm

Authors:
Hang, Peng; Wang, Wenzhe; Yan, Yan; Chen, Xu; Fu, Xianlan

145

146

Research on the Design and Development of Transportation Management Information System

Authors:
Xiao, Zeming; Ouyang, Ming; Zhu, Chengyu; Yu, Yuan; Xiao, Manting

147

148

Influence of the upper arch amplitude of track slab on the mechanical properties of vehicle-track system

Authors:
Fan, Xianghui; Li, Bin; Du, Guoqiang; Chen, Qing; Zhang, Yongfu

149

Cyclist head injuries Based on an electric bicycle to car accident reconstruction

Authors:
Zhao, Lijun; Wu, Haixi; Yang, Na; Wang, Jianfeng

150

Ship motion visual simulation display system based on Unity3D

Authors:
Zhang, Yuchen; Jiang, Shihong; Cao, Anxi; Hu, Yihuai

151

152

Study and application of numerical calculation of advance bearing pressure of roadway under different mining height

Authors:
Li, Chen; Hua, Xinzhu; Liu, Xiao; Xu, Xiangxi; Chen, Denghong; Chang, Guanfeng

153

154

155

Research on forecast of battery electric vehicle’s ownership in seven regions of China based on BASS diffusion model

Authors:
Li, Qian; Peng, Xiaofeng; Zhang, Sufang; Yang, Ye; Shang, Shanshan; Liu, Dunnan

156

Carbon emission calculation of regional electric vehicles based on LCA method

Authors:
Shang, Shanshan; Peng, Xiaofeng; Li, Xiaoyu; Liu, Mingguang; Li, Qian; Liu, Dunnan

157

Optimized application of GIS and CGA in transportation path planning of open-pit mines

Authors:
Xie, Yuan; Miao, Zuohua; Li, Ke; Wang, Mengting; Tang, Yang

158

High-resolution remote sensing water extraction based on improved U-net

Authors:
Chang, Xueli; Fei, Yi; Bao, Zhixi; Deng, Bo; Yuan, Fuxiang

159

Multi-sensor fusion positioning

Authors:
Lu, Zimo; Xu, Yanli

160

Trajectory Clustering-Based Controller Preference Identification Under Convective Weather

Authors:
Yao, Xuecheng; Hu, Minghua; Yuan, Ligang; Wang, Zicong

161

162

163

Fusion Convolution Hyperspectral Image Classification Based on Parallel Attention Strategy

Authors:
Zhao, Xiaofeng; Niu, Jiahui; Liu, Chuntong; Xia, Yuting

164

MAMFuse: Multi-modality Image Fusion with Multiscale Attention Mechanism

Authors:
He, Le; Li, Zhongwei; Luo, Cai; Ren, Peng; Sui, Hao

165

Multimodal Image Matching based on Multi-scale Structure Feature

Authors:
Yong, Yang; Qin, Wei; Shi, Xiaoze; Wang, Shiyi

166

167

The face encoder of speech portrait based on the ResNet

Authors:
Wang, Yuanyuan; Bu, Fanliang; Zhang, Tengfei; Hu, Zhexin; Yao, Yutong

168

Network Intrusion Detection Method Based on FSSAE and GRU

Authors:
Ma, Zexuan; Li, Jin; Wu, Xuan; Xuan, Bona

169

Automated classification of ocular ultrasonography using CNN

Authors:
Huang, Jialin; Zhang, Yanzhu; Yang, Lijun; Liu, Tingting

170

A Hidden Services Port Hopping Approach for Moving Target Defense

Authors:
Yan, Jiajun; Zhou, Ying; Qin, Guoxiang; Wang, Tao; Bin, Rao

171

172

173

174

175

Sleep apnea syndrome screening system based on acceleration sensor

Authors:
Wang, Meijiao; Ji, Xiaoqiang; Kann, Xiaoting

176

177

178

179

180

181

Construction of target importance evaluation index system based on complex network

Authors:
Jiang, Guangsheng; Shi, Xianming; Chen, Jing; Zhao, Mei; Rong, Liqing

182

183

Quality assessment and improvement of radar fault cause text

Authors:
Xie, Yuxi; Yang, Jiangping; Sun, Zhijian; Li, Yiyuan; Hu, Xin

184

A Bandwidth Tunable Preamplification for Separating LFP / AP Signals

Authors:
Wang, Jie; Li, Xiaolong; Zhuang, Zhilin; Dai, Minghui

185

186

187

Network security experiment simulation platform based on CTSL

Authors:
Han, Jiujiang; Zhang, Yuxiang; Liu, Jian; Quan, Xu; Xian, Ming; Wang, Huimei; Yu, Chen; Zhang, Renfei; Zhang, Lei

188

An Optimization Framework for Developing of 3D Uniform Magnetic Field Generator

Authors:
Liu, Jie; Gao, Yangchun; Li, Congsheng; Qi, Dianyuan

189

Space obstacle detection based on passive source acoustic wave

Authors:
Liu, Zhixin; Fan, Wentao; Guo, Lei; Liu, Yujie; Cao, Liwen; Feng, Xiaoxuan

190

191

Slow-Moving Target Detection of SAR images using High-IOU Sub-Aperture Decomposition

Authors:
Guan, Baoning; Wang, Shuai; Lin, Zefeng; Zhu, Zhen

192

Analysis of the Peak Voltage of Parabolic Antenna Coupled Output under UWB-HPM Pulse Irradiation

Authors:
Hu, Xin; Yang, Jiangping; Meng, Cangzhen; Xie, Yuxi

193

194

195

Design and implementation of a small diving safety detection underwater robot

Authors:
Ma, Qingqing; Cheng, Jinglong; Mai, Kaijun; Pan, Enting; Feng, Xizhe; Ye, Zongyuan

196

197

The hydrodynamics of artificial reefs on the seabed of sediment with SPH

Authors:
Huang, Tao; Wang, Chunying; Pang, Congli; Xue, Dawen

198

Simulation analysis of terahertz photoconductive antennas with different electrodes

Authors:
Li, Ximing; Liu, Linsheng; Li, Hexin; Chen, Ruolin; Xie, Wenhao

199

200

201

A monitoring system of home safety environment

Authors:
Bi, Zekun; Wen, Zhimei