Classification of Human Posture on Bed Using Machine Learning

被引：0
作者：
Sawada, Kenta [1 ]
Nakasho, Kazuhisa [1 ]
Wasaki, Katsumi [2 ]
Shimoi, Nobuhiro [3 ]
机构：
[1] Yamaguchi Univ, Yamaguchi, Japan
[2] Shinshu Univ, Matsumoto, Japan
[3] Akita Prefectural Univ, Akita, Japan
来源：
2022 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS - TAIWAN, IEEE ICCE-TW 2022 | 2022年
关键词：
bed monitoring; RFID; posture classification;
D O I：
10.1109/ICCE-TAIWAN55306.2022.9869245
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
In this paper, we propose a method for classifying human postures using RFID and machine learning, and discuss the learning accuracy of this method.
引用
收藏
页码：547 / 548
页数：2
相关论文
共 50 条
  • [31] A Novel Smart Chair System for Posture Classification and Invisible ECG Monitoring
    Pereira, Leonor
    da Silva, Hugo Placido
    SENSORS, 2023, 23 (02)
  • [32] Customer Shopping Behavior Analysis Using RFID and Machine Learning Models
    Alfian, Ganjar
    Octava, Muhammad Qois Huzyan
    Hilmy, Farhan Mufti
    Nurhaliza, Rachma Aurya
    Saputra, Yuris Mulya
    Putri, Divi Galih Prasetyo
    Syahrian, Firma
    Fitriyani, Norma Latif
    Atmaji, Fransiskus Tatas Dwi
    Farooq, Umar
    Nguyen, Dat Tien
    Syafrudin, Muhammad
    INFORMATION, 2023, 14 (10)
  • [33] Identifying Bee Species by Means of the Foraging Pattern Using Machine Learning
    Arruda, Helder
    Imperatriz-Fonseca, Vera
    de Souza, Paulo
    Pessin, Gustavo
    2018 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2018,
  • [34] Real-Time Fuzzy Monitoring of Sitting Posture: Development of a New Prototype and a New Posture Classification Algorithm to Detect Postural Transitions
    Martins, Leonardo
    Ribeiro, Bruno
    Pereira, Hugo
    Almeida, Rui
    Costa, Jessica
    Quaresma, Claudia
    Jesus, Adelaide
    Vieira, Pedro
    BIOMEDICAL ENGINEERING SYSTEMS AND TECHNOLOGIES, BIOSTEC 2015, 2015, 574 : 424 - 439
  • [35] LOWNET: PRIVACY PRESERVED ULTRA-LOW RESOLUTION POSTURE IMAGE CLASSIFICATION
    Gochoo, Munkhjargal
    Tan, Tan-Hsu
    Alnajjar, Fady
    Hsieh, Jun-Wei
    Chen, Ping-Yang
    2020 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2020, : 663 - 667
  • [36] Automatic detection of false positive RFID readings using machine learning algorithms
    Ma, Haishu
    Wang, Yi
    Wang, Kesheng
    EXPERT SYSTEMS WITH APPLICATIONS, 2018, 91 : 442 - 451
  • [37] Support Vector Machine Classification using Proximity Authentication and Surveillance System in IoT Industrial Network
    Jeyaseelan, W. R. Salem
    Sudhakaran, P.
    Rajakani, V.
    Parameswari, A.
    TEHNICKI VJESNIK-TECHNICAL GAZETTE, 2024, 31 (01): : 233 - 239
  • [38] SitR: Sitting Posture Recognition Using RF Signals
    Feng, Lin
    Li, Ziyi
    Liu, Chen
    Chen, Xiaojiang
    Yin, Xiao
    Fang, Dingyi
    IEEE INTERNET OF THINGS JOURNAL, 2020, 7 (12): : 11492 - 11504
  • [39] RFID Tag Detection on a Water Content Using a Back-propagation Learning Machine
    Jo, Minho
    Lim, Chang-Gyoon
    Zimmers, Emory W.
    KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2007, 1 (01): : 19 - 32
  • [40] Machine learning approach to self-localization of mobile robots using RFID tag
    Senta, Yosuke
    Kimuro, Yoshihiko
    Takarabet, Syuhei
    Hasegawa, Tsutomu
    2007 IEEE/ASME INTERNATIONAL CONFERENCE ON ADVANCED INTELLIGENT MECHATRONICS, VOLS 1-3, 2007, : 476 - +
12345