ecoSync: An Energy-Efficient Clock Discipline Data Synchronization in Wi-Fi IoMT Systems

被引:3
|
作者
Puckett, Steven [1 ]
Jovanov, Emil [2 ]
机构
[1] Univ North Alabama, Sanders Coll Business, Florence, AL 35632 USA
[2] Univ Alabama Huntsville, Coll Engn, Huntsville, AL 35899 USA
关键词
IoMT; synchronization; Wi-Fi; TSF; PTP; clock relation model; clock discipline algorithm; TIME;
D O I
10.3390/electronics12204226
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The growth of the Internet of Medical Things (IoMT) and healthcare data analytics allows wearable Wireless Body Area Networks (WBANs) and ambient sensors to collect the large quantities of physiological signals necessary for better patient diagnostics and treatments. Artificial intelligence and machine learning algorithms frequently require precisely synchronized signals from multiple sensors, which in turn require time-consuming and energy-inefficient synchronization methods with constant wireless network connectivity. We propose ecoSync, a highly energy-efficient time synchronization algorithm for Wi-Fi devices in IoMT applications. We demonstrated that ecoSync can correct the time difference error to +/- 42 mu s with an hour between resynchronizations, using only 658 millijoules of energy. This is an 87% improvement in time difference error and a 99.93% reduction in energy usage over using TSF for synchronization alone over a 1 h period. Wireless synchronization of sensors allows placement of physiological sensors on objects of everyday use (Smart Stuff), which in turn allows seamless collection of physiological status data every time we interact with smart objects in an IoMT environment.
引用
收藏
页数:19
相关论文
共 50 条
  • [31] Efficient Circular Polarized Metamaterial RF Energy Harvester for Wi-Fi Applications
    Assimonis, Stylianos D.
    Fusco, Vincent
    Tentzeris, Manos M.
    2022 INTERNATIONAL WORKSHOP ON ANTENNA TECHNOLOGY (IWAT), 2022, : 150 - 152
  • [32] Towards Energy Efficient Wireless Sensing by Leveraging Ambient Wi-Fi Traffic
    Sharma, Aryan
    Li, Junye
    Mishra, Deepak
    Jha, Sanjay
    Seneviratne, Aruna
    ENERGIES, 2024, 17 (02)
  • [33] Efficient ANDSF-assisted Wi-Fi Control for Mobile Data Offloading
    Kim, Dae Sun
    Noishiki, Yujin
    Kitatsuji, Yoshinori
    Yokota, Hidetoshi
    2013 9TH INTERNATIONAL WIRELESS COMMUNICATIONS AND MOBILE COMPUTING CONFERENCE (IWCMC), 2013, : 343 - 348
  • [34] RTSP: An Accurate and Energy-Efficient Protocol for Clock Synchronization in WSNs
    Akhlaq, Muhammad
    Sheltami, Tarek R.
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2013, 62 (03) : 578 - 589
  • [35] A Smart Data Logger for Enhancing Data Communication in Wi-Fi Based Mobile Systems
    Asaduzzaman, Abu
    Chidella, Kishore K.
    Sibai, Fadi N.
    IEEE SOUTHEASTCON 2015, 2015,
  • [36] RL-Based Energy-Efficient Data Transmission Over Hybrid BLE/LTE/Wi-Fi/LoRa UAV-Assisted Wireless Network
    Nelson, Wilson Ayyanthole
    Yeduri, Sreenivasa Reddy
    Jha, Ajit
    Kumar, Abhinav
    Cenkeramaddi, Linga Reddy
    IEEE-ACM TRANSACTIONS ON NETWORKING, 2024, 32 (03) : 1951 - 1966
  • [37] 1 eWU-TV: User-Centric Energy-Efficient Digital TV Broadcast Over Wi-Fi Networks
    Singhal, Chetna
    De, Swades
    Trestian, Ramona
    Muntean, Gabriel-Miro
    IEEE TRANSACTIONS ON BROADCASTING, 2015, 61 (01) : 39 - 55
  • [38] Efficient Compact Dual-Band Antennas for GSM and Wi-Fi Energy Harvesting
    Manh Ha Hoang
    Hong Phuong Phan
    Thi Quynh Van Hoang
    Tan-Phu Vuong
    2014 INTERNATIONAL CONFERENCE ON ADVANCED TECHNOLOGIES FOR COMMUNICATIONS (ATC), 2014, : 401 - 404
  • [39] Energy-Efficient Clock Synchronization using Wake-up Receivers
    Blanckenstein, Johannes
    Karl, Holger
    2014 22nd International Conference on Software, Telecommunications and Computer Networks (SoftCOM), 2014,
  • [40] Towards Optimising Wi-Fi Energy Consumption in Mobile Phones: A Data Driven Approach
    Bandara, H. M. K. G.
    Caldera, H. A.
    2015 FIFTEENTH INTERNATIONAL CONFERENCE ON ADVANCES IN ICT FOR EMERGING REGIONS (ICTER), 2015, : 226 - 235