A User Recognition Method using Accelerometer for Electric Appliances

被引：1

作者：

Terada, Tsutomu ^{[1
,2
]}

Watanabe, Ryota ^{[3
]}

Tsukamoto, Masahiko ^{[1
]}

机构：

[1] Kobe Univ, Grad Sch Engn, Nada Ward, 1-1 Rokkodai, Kobe, Hyogo 6578501, Japan

[2] Japan Sci & Technol Agcy, PRESTO, Tokyo, Japan

[3] Kobe Univ, Fac Engn, Kobe, Hyogo 6578501, Japan

来源：

2013 16TH INTERNATIONAL CONFERENCE ON NETWORK-BASED INFORMATION SYSTEMS (NBIS 2013) | 2013年

基金：

日本科学技术振兴机构;

关键词：

D O I：

10.1109/NBiS.2013.55

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

We propose a method to identify persons using home electric appliances with accelerometer. Proposing method improves the accuracy of the power management system in the home, such as HEMS (Home Energy Management System) and EoD (Energy on Demand). We aim to detect the timing of using appliances before using them, and to identify who use them with acceleration sensor. Detecting the timing of using appliances makes it possible to prevent accidents caused by high electric current (for example breaker falls) before the accidents occur. Furthermore, identifying who use the appliances make it easy to plan the power consumption, because there are large difference among the operating time of appliances.

引用

页码：350 / 355

页数：6

共 50 条

[21] Smartphone User Identification/Authentication Using Accelerometer and Gyroscope Data
Al-Mahadeen, Eyhab
Alghamdi, Mansoor
Tarawneh, Ahmad S.
Alrowaily, Majed Abdullah
Alrashidi, Malek
Alkhazi, Ibrahim S.
Mbaidin, Almoutaz
Alkasasbeh, Anas Ali
Abbadi, Mohammad Ali
Hassanat, Ahmad B.
SUSTAINABILITY, 2023, 15 (13)
[22] Pedestrian motion recognition algorithms using smartphone accelerometer
Son J.H.
Kang D.H.
Hwang D.-H.
Journal of Institute of Control, Robotics and Systems, 2021, 27 (11) : 835 - 844
[23] Transportation mode recognition using GPS and accelerometer data
Feng, Tao
Timmermans, Harry J. P.
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2013, 37 : 118 - 130
[24] Online motion recognition using an accelerometer in a mobile device
Fuentes, D.
Gonzalez-Abril, L.
Angulo, C.
Ortega, J. A.
EXPERT SYSTEMS WITH APPLICATIONS, 2012, 39 (03) : 2461 - 2465
[25] Accelerometer based gesture recognition using continuous HMMs
Pylvänäinen, T
PATTERN RECOGNITION AND IMAGE ANALYSIS, PT 1, PROCEEDINGS, 2005, 3522 : 639 - 646
[26] Wireless Gesture Recognition System using MEMS Accelerometer
Sidek, Othman
Hadi, Munajat Abdul
2014 1ST INTERNATIONAL SYMPOSIUM ON TECHNOLOGY MANAGEMENT AND EMERGING TECHNOLOGIES (ISTMET 2014), 2014, : 444 - 447
[27] Transportation mode recognition using GPS and accelerometer data
Feng, Tao
Timmermans, Harry J.P.
Transportation Research Part C: Emerging Technologies, 2014, 37 : 118 - 130
[28] Physical Activity Recognition From Smartphone Accelerometer Data for User Context Awareness Sensing
Wannenburg, Johan
Malekian, Reza
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2017, 47 (12): : 3142 - 3149
[29] Human Activity Recognition Using an Accelerometer Magnitude Value
Pilataxi Piltaxi, Jhon Ivan
Trujillo Guerrero, Maria Fernanda
Benavides Laguapillo, Vanessa Carolina
Rosales Acosta, Jorge Andres
APPLIED TECHNOLOGIES (ICAT 2019), PT II, 2020, 1194 : 462 - 472
[30] Human Activity Recognition Using Wearable Accelerometer Sensors
Zubair, Muhammad
Song, Kibong
Yoon, Changwoo
2016 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS-ASIA (ICCE-ASIA), 2016,

← 1 2 3 4 5 →