| Vol-3748 urn:nbn:de:0074-3748-1 Copyright © 2024 for the individual papers by the papers' authors. Copyright © 2024 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# ATAIT 2024
Advanced Technologies and Applications in the Internet of Things 2024

### Proceedings of the 6th International Symposium on Advanced Technologies and Applications in the Internet of Things

### Kusatsu, Shiga, Japan, August 19-22, 2024.

Edited by

### Hiroki Nishikawa *
Hengyi Li **

* Graduate School of Information Science and Technology, Osaka University, 1-5 Yamada-oka, Suita, Osaka, 565-0871, Japan
** School of Automation and Electrical Engineering, Zhongyuan University of Technology, No.41 Zhongyuan Road, Zhengzhou, Henan, 450007, China

## Table of Contents

### Preface

- Introduction
  Summary: There were 20 papers submitted for peer-review to this symposium. Out of these 20 papers were accepted for this volume, 15 as regular papers and 5 as short papers.

### Plenary Talks

- (Invited) Spatial Transcriptomics Reveals Expression Patterns of Nucleus Pulposus Progenitor Cell Markers and Their Role in Nucleus Pulposus Development in Mice
  Ren Xu
- (Invited) Bio-inspired Motion Learning in Cluttered and Uncertain Environments
  Pengcheng Liu

### Regular Papers

- A Real-time Sound Source Separation System 1-12
  Cheng-Yuan Tsai, Ting-Yu Lai, Chao-Hsiang Hung, Hau-Shiang Jung, Syu-Siang Wang, Shih-Hau Fang
- Enhancing Automotive Safety through Advanced Human Action Recognition Techniques 13-24
  Aravinda C.V, Sannidhan M S, Soumya Aswath, Jyothi Shetty, Arjun B.C
- Leftover Food Measurement Using Deep Learning Based Semantic Segmentation 25-35
  Haruhiro Takahashi, Ryuto Ishibashi, Hayata Kaneko, Lin Meng
- Norm-Regularized Token Compression in Vision Transformer Networks 36-47
  Masayuki Ishikawa, Ryuto Ishibashi, Lin Meng
- An Improved YOLOv8 Tomato Leaf Disease Detector Based on the Efficient-Net backbone 48-59
  Runqian Zhang, Yifei Ge, Qi Li, Lin Meng
- Regulation of Movement in Pigeons by Electrical Stimulation of FRM Brain Region 60-68
  Yexin Zhang, Xiaomin Qi, Yongjun Zhu, Dongyun Wang, Zhenling Su, Xinyu Liu
- Verification of Animal External Ear Model-based Microphone Sensor for Hazardous Sound Detection 69-75
  Miho Yamada, Takeshi Kumaki, Kyosuke Kageyama
- Behavior Classification for Bed Monitoring Using Short-Term 60 GHz-Band FMCW Radar Images 76-82
  Shuhei Hashimoto, Xiangbo Kong, Kazuhide Kamiya, Kenshi Saho
- Time-Series Clustering Analysis of Vegetation Indices Obtained from UAV to Visualize Fertilization Effect and High Temperature Influence 83-92
  Taichi Ito, Ken’Ichi Minamino, Shintaro Umeki
- Evaluation of Self-localization Estimation in Indoor Environments Using Cameras for Small Drones 93-103
  Genki Higashiuchi, Tomoyasu Shimada, Hiroki Nishikawa, Xiangbo Kong, Hiroyuki Tomiyama
- An IoT-based Real time Inner-state Monitoring System for Lithium-ion Batteries 104-114
  Takaki Ojima, Masahiro Fukui
- Skeleton-Based Action Analysis for Improving Jump Height in Volleyball 115-121
  Shuma Yoshioka, Xiangbo Kong
- A Review on FPGA-Based Optimization and Applications of Deep Learning Convolutional Neural Networks 122-135
  Zhongyu Wang, Qi Li, Yifei Ge, Lin Meng
- Development of Battery Management System for Electric Vehicles 136-148
  Muhammad Hamza Mehdi, Ali Ahmad, Qi Li
- Development of A Remote Controlled Robotic System Combined ROS 2 and IoT 149-154
  Makoto Inoue, Zhe Qiu, Zhongkui Wang
- Simulation of 4D printed hydrogel Using RNN 155-164
  Yifan Xu, Mengtao Wang, Zhongkui Wang, Lin Meng
- Parked Vehicles Assisted Task Offloading Based on Deep Reinforcement Learning 165-177
  Guangting Lu, Zhuojun Lv, Zheng Zhang, Feng Zeng
- Research on Rotational Object Recognition Based on HSV Color Space and Gamma Correction 178-189
  Zhujun Nie, Teng Long, Zhangbing Zhou
- Simultaneous Routing with Washing Droplets in MEDA Biochips 190-201
  Chiharu Shiro, Hiroki Nishikawa, Xiangbo Kong, Hiroyuki Tomiyama, Shigeru Yamashita
- DC Microgrid Subsystems in AC Network Fault Detection and Localization Using Artificial Intelligence: A Review 202-214
  Zukisa Nante, Zenghui Wang

2024-07-31: submitted by Hengyi Li, metadata incl. bibliographic data published under Creative Commons CC0
2024-08-26: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|