Body sensor networks;
cloud computing;
edge computing;
heart rate variability;
internet of things;
HEART-RATE-VARIABILITY;
D O I:
10.1109/TII.2018.2843169
中图分类号:
TP [自动化技术、计算机技术];
学科分类号:
0812 ;
摘要:
Edge computing paradigm has attracted many interests in the last few years as a valid alternative to the standard cloud-based approaches to reduce the interaction timing and the huge amount of data coming from Internet of Things (IoT) devices toward the Internet. In the next future, Edge-based approaches will be essential to support time-dependent applications in the Industry 4.0 context; thus, the paper proposes BodyEdge, a novel architecture well suited for human-centric applications, in the context of the emerging healthcare industry. It consists of a tiny mobile client module and a performing edge gateway supporting multiradio and multitechnology communication to collect and locally process data coming from different scenarios; moreover, it also exploits the facilities made available from both private and public cloud platforms to guarantee a high flexibility, robustness, and adaptive service level. The advantages of the designed software platform have been evaluated in terms of reduced transmitted data and processing time through a real implementation on different hardware platforms. The conducted study also highlighted the network conditions (data load and processing delay) in which BodyEdge is a valid and inexpensive solution for healthcare application scenarios.
机构:
Harbin Inst Technol, Space Control & Inertial Technol Res Ctr, Harbin 150001, Peoples R ChinaHarbin Inst Technol, Space Control & Inertial Technol Res Ctr, Harbin 150001, Peoples R China
Zhu, Guopu
Zeng, Qingshuang
论文数: 0引用数: 0
h-index: 0
机构:
Harbin Inst Technol, Space Control & Inertial Technol Res Ctr, Harbin 150001, Peoples R ChinaHarbin Inst Technol, Space Control & Inertial Technol Res Ctr, Harbin 150001, Peoples R China
Zeng, Qingshuang
Wang, Changhong
论文数: 0引用数: 0
h-index: 0
机构:
Harbin Inst Technol, Space Control & Inertial Technol Res Ctr, Harbin 150001, Peoples R ChinaHarbin Inst Technol, Space Control & Inertial Technol Res Ctr, Harbin 150001, Peoples R China
机构:
State Key Laboratory of Virtual Reality Technology and Systems, Beihang UniversityState Key Laboratory of Virtual Reality Technology and Systems, Beihang University
Feihu Yan
Zhaoxin Li
论文数: 0引用数: 0
h-index: 0
机构:
Institute of Computing Technology, Chinese Academy of SciencesState Key Laboratory of Virtual Reality Technology and Systems, Beihang University
Zhaoxin Li
Zhong Zhou
论文数: 0引用数: 0
h-index: 0
机构:
State Key Laboratory of Virtual Reality Technology and Systems, Beihang UniversityState Key Laboratory of Virtual Reality Technology and Systems, Beihang University
机构:
Beihang Univ, State Key Lab Virtual Real Technol & Syst, Beijing 100191, Peoples R ChinaBeihang Univ, State Key Lab Virtual Real Technol & Syst, Beijing 100191, Peoples R China
Yan, Feihu
Li, Zhaoxin
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Comp Technol, Beijing 100190, Peoples R ChinaBeihang Univ, State Key Lab Virtual Real Technol & Syst, Beijing 100191, Peoples R China
Li, Zhaoxin
Zhou, Zhong
论文数: 0引用数: 0
h-index: 0
机构:
Beihang Univ, State Key Lab Virtual Real Technol & Syst, Beijing 100191, Peoples R ChinaBeihang Univ, State Key Lab Virtual Real Technol & Syst, Beijing 100191, Peoples R China