Concepedia

On-device Sensing

On-Device Sensing is a mobile sensor integration paradigm in which sensor data acquisition, processing, and analysis are performed locally on the sensing device, distinguishing it from cloud-dependent or remote sensing approaches by ensuring real-time responsiveness, enhanced privacy, and reduced latency through embedded computational capabilities.

23

Publications

2K

Citations

108

Authors

29

Institutions

Publications per year

2017–2026

16

Parents

Publications

23

Smart Devices are Different

Allan Stisen, Henrik Blunck, Sourav Bhattacharya et al. · 2015 · 696 citations

, , +10

ViBand

Gierad Laput, Robert Xiao, Chris Harrison · 2016 · 262 citations

, , +17

Squeezing Deep Learning into Mobile and Embedded Devices

Nicholas D. Lane, Sourav Bhattacharya, Akhil Mathur et al. · IEEE Pervasive Computing · 2017 · 218 citations

, , +15

Biosensing in dermal interstitial fluid using microneedle based electrochemical devices

Julia Madden, Conor O’Mahony, Michael Thompson et al. · Sensing and Bio-Sensing Research · 2020 · 159 citations · Full text

, , +15

DeepSense: A Unified Deep Learning Framework for Time-Series Mobile Sensing Data Processing

Shuochao Yao, Shaohan Hu, Yiran Zhao et al. · arXiv (Cornell University) · 2016 · 105 citations · Full text

, , +16

1–5 of 23

Authors

108

  1. SB
    Sourav Bhattacharya

    Helsinki Institute for Information Technology, Finland

    3 publications · 952 citations

    3

    h-index

  2. XZ
    Xi Zhang

    RMIT University, Australia

    2 publications · 26 citations

    2

    h-index

  3. HB
    Henrik Blunck

    Aarhus University, Denmark

    2 publications · 734 citations

    2

    h-index

  4. TA
    Tarek Abdelzaher

    University of Illinois Urbana-Champaign, United States

    2 publications · 153 citations

    2

    h-index

  5. SY
    Shuochao Yao

    University of Illinois Urbana-Champaign, United States

    2 publications · 153 citations

    2

    h-index

1–5 of 108

Institutions

29

  1. RMIT University

    Melbourne, Australia

    4 h-index

    6 publications

    250 citations

  2. Carnegie Mellon University

    Pittsburgh, United States

    3 h-index

    10 publications

    1.6K citations

  3. Aarhus University

    Aarhus, Denmark

    2 h-index

    8 publications

    4.3K citations

  4. Eindhoven University of Technology

    Eindhoven, The Netherlands

    2 h-index

    6 publications

    594 citations

  5. Macquarie University

    Sydney, Australia

    2 h-index

    2 publications

    26 citations

  6. The University of Texas at Austin

    Austin, United States

    1 h-index

    3 publications

    48 citations

  7. Indian Institute of Science Bangalore

    Bengaluru, India

    1 h-index

    6 publications

    90 citations

  8. Servicio Gallego de Salud

    Santiago de Compostela, Spain

    1 h-index

    1 publications

    44 citations

1–8 of 29

Venues

  1. arXiv (Cornell University)

    Repository · 4 publications · 156 citations

    4

    h-index

  2. IEEE Transactions on Mobile Computing

    TMCCI · 2 publications · 48 citations

    2

    h-index

  3. IEEE Internet of Things Journal

    1 publications · 100 citations

    1

    h-index

  4. Figshare

    Repository · 1 publications · 98 citations

    1

    h-index

  5. Neural Computing and Applications

    1 publications · 44 citations

    1

    h-index

1–5