EBOOK - Industrial Networks and Intelligent Systems (Nguyen-Son Vo & Quoc-Tuan Vien & Dac-Binh Ha) | Cộng đồng Kỹ thuật cơ điện Việt Nam EBOOKBKMT

Nguyen-Son Vo · Quoc-Tuan Vien ·Dac-Binh H a ( Eds.)

Industrial Networks and Intelligent Systems

8th EAI International Conference, INISCOM 2022 Virtual Event, April 21–22, 2022 Proceedings

We are delighted to introduce the proceedings of the 8th European Alliance for Innovation ( EAI) International Conference on Industrial Networks and Intelligent Systems (INISCOM 2022). This conference brought together researchers, developers, and practitioners from around the world who are leveraging and developing industrial

networks and intelligent systems. The f ocus of INISCOM 2022 was t he state of t he art i n all areas of AI and 6G convergence in terms of models, technologies, and applications.

The t echnical program of INISCOM 2022 consisted of 19 f ull papers i n oral presentation s essions at the main conference tracks. There were f our conference tracks:

Track1–Tel ecommunications Systems andNetworks;Track2–InformationProcessing and Data Analysis; Track 3 – Industrial Networks and Intelligent Systems; and Tr ack 4 – Security and Privacy. Aside f rom t he high-quality technical paper presentations, the t echnical program also featured a keynote s peech about “Communications in the 6G Era” given by Harish Viswanathan, Head of the Radio Systems Research Group at Nokia Bell Labs, USA.

Coordination with the s teering chairs, Imrich Chlamtac and Tr ung Q. Duong, was essential f or the s uccess of t he conference. We sincerely appreciate t heir constant support and guidance. It was also a great pleasure t o work with such an excellent Organizing Committee t eam and we thank them for t heir hard work i n organizing and supporting the conference. Particular thanks go to the Technical Program Committee ( TPC), who completed the peer-review process f or the t echnical papers and put together a high-quality technical program. We are also grateful to the conference manager, Natasha Onofrei, for t he support and all t he authors who submitted t heir papers t o I NISCOM 2022.

We strongly believe that INISCOM provides a good forum f or all r esearchers, developers, and practitioners t o discuss all science and technology aspects t hat are relevant to industrial networks and intelligent systems. We also expect that the f uture editions of INISCOM will be as successful and stimulating as t his year’s conference, as indicated by the contributions presented in this volume

CONTENTS:

Telecommunications Systems and Networks

Rate Region and Achievable Rates of Full-Duplex Cognitive Radio

NOMA Channels Under Imperfect Spectrum Sensing . . . . . . . . . . . . . . . . . . . . . . . 3

Mohammad Ranjbar, Nghi H. Tran, Tutku Karacolak,

and Shivakumar Sastry

Reconﬁgurable I ntelligent Surfaces for Downlink Cellular Networks . . . . . . . . . . 20

Phuc Quang Tr uong and Ca Phan Van

QoS-Aware Load Balancing Scheme i n Dense Wi-Fi 6 W LANs . . . . . . . . . . . . . . 33

Elif Ak and Berk Canberk

Performance Analysis of Intelligent Reﬂecting Surface-Aided Mobile

Edge Computing Network with Uplink NOMA Scheme . . . . . . . . . . . . . . . . . . . . . 48

Dac-Binh Ha, Van-Tr uong Tr uong, and Van Nhan Vo

Performance Analysis of RF Energy Harvesting NOMA M obile Edge

Computing i n Multiple Devices IIoT Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . 62

Van-Tr uong Tr uong, Dac-Binh Ha, Tien-Vu Tr uong, and Anand Nayyar

Design and Performance Evaluation of Full-Duplex Relay Node

in LoRaWAN-Based System ............................................ 77

Van-Tr uyen Phan, Xuan-Tung Tr uong Minh, and Van-Tr uong Tr uong

Throughput Optimization f or NOMA Cognitive Radios with Multi-UAV

Assisted Relay . ....................................................... 91

Le-Mai-Duyen Nguyen, Van Nhan Vo , Tran Thi Thanh Lan,

Nguyen Minh Nhat, Anand Nayyar, and Vi et-Hung Dang

Information Processing and Data Analysis

An Intelligent Edge System f or Face Mask Recognition Application . . . . . . . . . . 107

Tuan Le-Anh, Bao Nguyen-Van, and Quan Le-Tr ung

Advanced Joint M odel for Vietnamese I ntent Detection and Slot Tagging . . . . . . 125

Nguyen Thi Thu Trang, D ang Tr ung Duc Anh, Vu Q uoc Vi et,

and Park Woomyoung

xii C ontents

Optimising Maritime Big Data by K-means Clustering with Mapreduce

Model . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 136

Tuan-Anh Pham, Xuan-Kien Dang, and Nguyen-Son Vo

Histopathological Imaging Classiﬁcation of Breast Tissue f or Cancer

Diagnosis Support Using Deep Learning Models . . . . . . . . . . . . . . . . . . . . . . . . . . . 152

Tat-Bao-Thien Nguyen, M inh-Vuong Ngo, and Van-Phong Nguyen

Industrial Networks and Intelligent Systems

Navigation f or Two-Wheeled Diff erential M obile Robot in the Special

Environment .......................................................... 167

Tran Thuan Hoang, Nguyen Ngo Anh Quan, Vo Chi Thanh,

and Tran Le Thang Dong

Improving t he Control Performance of Jacking System of J ack-Up

Rig Using Self-adaptive Fuzzy Controller Based on Particle Swarm

Optimization .......................................................... 184

Ti en-Dat Tran, Vi et-Dung Do, Xuan-Kien Dang, and Ba-Linh Mai

Stabilization Controller Design f or Diff erential Mobile Robot Using

Lyapunov Function and Extended Kalman Filter . . . . . . . . . . . . . . . . . . . . . . . . . . . 201

Tran Thuan Hoang, Vo Chi Thanh, Nguyen Ngo Anh Quan,

and Tran Le Thang Dong

Red-Light Running Vi olation Detection of Vehicles in Vi deo Using Deep

Learning Methods . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 214

Nam Nguyen Van, Hanh Le Thi, Minh Phan Nhat,

and Long Lai Ngoc Thang

Security and Privacy

Impact of Wi reless Backhaul and Imperfect Channel Estimation on Secure

Communication Networks .............................................. 231

Cheng Yi n, Xinkai Cheng, Yijiu Li, and Haoran Liu

Performance Analysis of Non-proﬁled Side Channel Attack Based

on Multi-layer Perceptron Using Signiﬁcant Hamming Weight Labeling . . . . . . . 241

Ngoc-Tuan Do, Van-Phuc Hoang, and Van Sang Doan

Full-Duplex UAV Aided Communication i n t he Presence of Multiple

Malicious Jammers .................................................... 255

Zhiyu Huang, Zhichao Sheng, Huabo Fu, Lin Ye , Hao Wei, and Yong Fang

Contents xiii

On Secrecy Analysis of UAV- Enabled Relaying NOMA Systems with RF

Energy Harvesting . .................................................... 267

Anh-Nhat Nguyen, Dac-Binh Ha, Van-Tr uong Tr uong, Chakchai So-In,

Phet Aimtongkham, Chinapat Sakunrasrisuay, and Chatchai Punriboon

Author Index

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