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
  • [31] Energy-efficient Real-time Myocardial Infarction Detection on Wearable Devices
    Rashid, Nafiul
    Al Faruque, Mohammad Abdullah
    42ND ANNUAL INTERNATIONAL CONFERENCES OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY: ENABLING INNOVATIVE TECHNOLOGIES FOR GLOBAL HEALTHCARE EMBC'20, 2020, : 4648 - 4651
  • [32] Energy-Efficient Computation Offloading for Wearable Devices and Smartphones in Mobile Cloud Computing
    Ragona, Claudio
    Granelli, Fabrizio
    Fiandrino, Claudio
    Kliazovich, Dzmitry
    Bouvry, Pascal
    2015 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2015,
  • [33] Energy efficient data communication over fading channels
    Zhang, DL
    Wasserman, KM
    WCNC: 2000 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE, VOLS 1-3, 2000, : 986 - 991
  • [34] Energy-Efficient Communication in Battery-Constrained Portable Devices
    Markopoulou, Athina
    Li, Yan
    Chan, Carri
    Bambos, Nick
    2ND INTERNATIONAL CONFERENCE ON BROADBAND NETWORKS (BROADNETS 2005), 2005, : 441 - +
  • [35] Wearable Computing Going Green: Energy-Optimal Data Transmission for Multi-Sensor Wearable Devices
    Hu, Weizheng
    Zhang, Weiwen
    Hu, Han
    Wen, Yonggang
    PROCEEDINGS OF THE 2015 10TH INTERNATIONAL CONFERENCE ON COMMUNICATIONS AND NETWORKING IN CHINA CHINACOM 2015, 2015, : 532 - 537
  • [36] Intelligent wireless communication devices for efficient data transfer and machine control
    Ghrairi, Z.
    Hribernik, K. A.
    Hans, C.
    Thoben, K. -D.
    2012 2ND INTERNATIONAL CONFERENCE ON COMMUNICATIONS, COMPUTING AND CONTROL APPLICATIONS (CCCA), 2012,
  • [37] Secure Communication System for Wearable Devices Wireless Intra Body Communication
    Kim, Sang Don
    Lee, Sang Muk
    Lee, Seung Eun
    2015 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS (ICCE), 2015, : 381 - 382
  • [38] Data paths in wearable communication networks
    Decker, C
    Beigl, M
    TRENDS IN NETWORK AND PERVASIVE COMPUTING - ARCS 2002, 2002, 2299 : 114 - 130
  • [39] Energy Efficient Wireless Data Transmission for Personal Health Devices
    Kim, Sang-Kon
    Kim, Tae-Kon
    Koh, Jin-Hwan
    JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY, 2013, 8 (06) : 1559 - 1570
  • [40] A Hands-free Communication Solution for Wearable Devices
    Sun, Yixin
    Tao, Yudong
    Hu, Zhi
    Fan, Hao
    Wang, Yuwei
    2014 IEEE Healthcare Innovation Conference (HIC), 2014, : 75 - 78