Data bundling for energy efficient communication of wearable devices

被引:0
|
作者
Sung, Jung-Woong [1 ]
Han, Seung-Jae [1 ]
机构
[1] Yonsei Univ, Dept Comp Sci, Seoul, South Korea
基金
新加坡国家研究基金会;
关键词
Wearable device; Data bundling; Adaptive algorithm; Energy efficiency; Bluetooth; CLOUD;
D O I
10.1016/j.comnet.2017.04.025
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The amount of data that wearable devices send and receive is rapidly increasing and exceeds the capacity of the energy efficient link technologies (e.g., Bluetooth Low Energy). High capacity wireless link typically requires high connection setup cost, while wearable devices are intrinsically equipped with small battery. To deal with this dilemma, we propose to aggregate multiple data transmission requests into a single chunk and send the aggregated chunk at once to reduce the energy consumption for connection setup. Where this concept of 'data bundling' has been used for cloud storage services, we apply this concept to wearable devices. Data bundling extends the data delivery delay and therefore it is suitable to the applications that do not require strict real-time delivery. In this paper, we initially focus on reducing the energy consumption and then consider the tradeoff relationship between energy reduction and the penalty caused by the bundling delay. We design three bundling schemes and implement them in a commercial smartwatch which is connected to a smartphone via Bluetooth Classic link. The effectiveness of the proposed schemes is experimentally demonstrated and useful insights on the characteristics of bundling are discovered. (C) 2017 Elsevier B.V. All rights reserved.
引用
收藏
页码:76 / 88
页数:13
相关论文
共 50 条
  • [41] Development of wearable intra-body communication devices
    Hachisuka, K
    Nakata, A
    Takeda, T
    Shiba, K
    Sasaki, K
    Hosaka, H
    Itao, K
    SENSORS AND ACTUATORS A-PHYSICAL, 2003, 105 (01) : 109 - 115
  • [42] HARKE: Human Activity Recognition from Kinetic Energy Harvesting Data in Wearable Devices
    Khalifa, Sara
    Lan, Guohao
    Hassan, Mahbub
    Seneviratne, Aruna
    Das, Sajal K.
    IEEE TRANSACTIONS ON MOBILE COMPUTING, 2018, 17 (06) : 1353 - 1368
  • [43] Advances in Energy Harvesting Technologies for Wearable Devices
    Kang, Minki
    Yeo, Woon-Hong
    MICROMACHINES, 2024, 15 (07)
  • [44] Wireless Energy Delivery and Data Communication for Biomedical Sensors and Implantable devices
    Zhang, Fei
    Liu, Xiaoyu
    Hackworth, Steven A.
    Sclabassi, Robert J.
    Sun, Mingui
    2009 35TH ANNUAL NORTHEAST BIOENGINEERING CONFERENCE, 2009, : 218 - +
  • [45] Rotational piezoelectric energy harvester for wearable devices
    Hanif, Noor Hazrin Hany Mohamad
    Mohaideen, Ahmad Jazlan
    Azam, Huda
    Rohaimi, Mas Ehsan
    COGENT ENGINEERING, 2018, 5 (01):
  • [46] Analysis of Energy Consumption for Wearable ECG Devices
    Kim, Jung-Yoon
    Chu, Chao-Hsien
    2014 IEEE SENSORS, 2014,
  • [47] Survey of energy scavenging for wearable and implantable devices
    Ghomian, Taher
    Mehraeen, Shahab
    ENERGY, 2019, 178 : 33 - 49
  • [48] Home Energy Optimization Based on Wearable Devices
    Li, Shuilian
    Zeng, Fan
    Engineering Intelligent Systems, 2023, 31 (01): : 13 - 20
  • [49] Flexible energy storage devices for wearable bioelectronics
    Xiaohao Ma
    Zhengfan Jiang
    Yuanjing Lin
    Journal of Semiconductors, 2021, 42 (10) : 75 - 87
  • [50] Flexible energy storage devices for wearable bioelectronics
    Ma, Xiaohao
    Jiang, Zhengfan
    Lin, Yuanjing
    JOURNAL OF SEMICONDUCTORS, 2021, 42 (10)