Delivering home healthcare through a Cloud-based Smart Home Environment (CoSHE)

被引:76
作者
Minh Pham [1 ]
Mengistu, Yehenew [1 ]
Do, Ha [1 ]
Sheng, Weihua [1 ]
机构
[1] Oklahoma State Univ, Sch Elect & Comp Engn, Stillwater, OK 74078 USA
来源
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE | 2018年 / 81卷
基金
中国国家自然科学基金; 美国国家科学基金会;
关键词
IOT; Smart home; Healthcare;
D O I
10.1016/j.future.2017.10.040
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The dramatic increase of senior population worldwide is challenging the existing healthcare and support systems. Recently, smart home environments are utilized for ubiquitous health monitoring, allowing patients to stay at the comfort of their homes. In this paper we presented a Cloud-Based Smart Home Environment (CoSHE) for home healthcare. CoSHE collects physiological, motion and audio signals through non-invasive wearable sensors and provides contextual information in terms of the resident's daily activity and location in the home. This enables healthcare professionals to study daily activities, behavioral changes and monitor rehabilitation and recovery processes. A smart home environment is set up with environmental sensors to provide contextual information. The sensor data are processed in a smart home gateway and sent to a private cloud, which provides real time data access for remote caregivers. Our case study shows that we can successfully integrate contextual information to health data and this comprehensive information can help better understand caretaker's health status. (C) 2017 Elsevier B.V. All rights reserved.
引用
收藏
页码:129 / 140
页数:12
相关论文
共 40 条
[1]  
[Anonymous], 2011, AGING PLACE STATE SU
[2]  
[Anonymous], 2022, CAS SHILL US NAT HOM
[3]  
[Anonymous], 2016, CHRONOS WIRELESS DEV
[4]   A tutorial on particle filters for online nonlinear/non-Gaussian Bayesian tracking [J].
Arulampalam, MS ;
Maskell, S ;
Gordon, N ;
Clapp, T .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2002, 50 (02) :174-188
[5]   AutoDietary: A Wearable Acoustic Sensor System for Food Intake Recognition in Daily Life [J].
Bi, Yin ;
Lv, Mingsong ;
Song, Chen ;
Xu, Wenyao ;
Guan, Nan ;
Yi, Wang .
IEEE SENSORS JOURNAL, 2016, 16 (03) :806-816
[6]  
Bierhoff I, 2014, P AAL FOR
[7]   A CORDIC-Based Low-Power Statistical Feature Computation Engine for WSN Applications [J].
Biswas, Dwaipayan ;
Maharatna, Koushik .
CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2015, 34 (12) :4011-4028
[8]  
Camm AJ, 1996, EUR HEART J, V17, P354
[9]   Touched By a Robot: An Investigation of Subjective Responses to Robot-initiated Touch [J].
Chen, Tiffany L. ;
King, Chih-Hung ;
Thomaz, Andrea L. ;
Kemp, Charles C. .
PROCEEDINGS OF THE 6TH ACM/IEEE INTERNATIONAL CONFERENCE ON HUMAN-ROBOT INTERACTIONS (HRI 2011), 2011, :457-464
[10]   CASAS: A Smart Home in a Box [J].
Cook, Diane J. ;
Crandall, Aaron S. ;
Thomas, Brian L. ;
Krishnan, Narayanan C. .
COMPUTER, 2013, 46 (07) :62-69