Concepedia

Sensor Data Processing

Sensor Data Processing is a systematic computational methodology that transforms raw data streams acquired from physical or environmental sensors into structured, meaningful, and actionable information through filtering, aggregation, feature extraction, and analysis, specifically within distributed edge or Internet of Things (IoT) architectures.

978

Publications

44.5K

Citations

3.4K

Authors

1.1K

Institutions

Publications per year

2017–2026

345

Parents

Publications

978

TinyDB: an acquisitional query processing system for sensor networks

Samuel Madden, Michael J. Franklin, Joseph M. Hellerstein et al. · ACM Transactions on Database Systems · 2005 · 1.9K citations

, , +17

The design of an acquisitional query processor for sensor networks

Samuel Madden, Michael J. Franklin, Joseph M. Hellerstein et al. · 2003 · 937 citations

, , +17

Distributed Deep Neural Networks Over the Cloud, the Edge and End Devices

Surat Teerapittayanon, Bradley McDanel, H. T. Kung · 2017 · 778 citations · Full text

, , +15

Wireless Sensor Networks: An Information Processing Approach

Jessica Mytum-Smithson · Sensor Review · 2005 · 686 citations

, , +14

Deep-Learning-Enhanced Human Activity Recognition for Internet of Healthcare Things

Xiaokang Zhou, Wei Liang, Kevin I‐Kai Wang et al. · IEEE Internet of Things Journal · 2020 · 539 citations · Full text

, , +15

1–5 of 978

Authors

3.4K

  1. SM
    Samuel Madden

    Massachusetts Institute of Technology, United States

    10 publications · 4K citations

    10

    h-index

  2. PB
    Payam Barnaghi

    University of Surrey, United Kingdom

    8 publications · 529 citations

    8

    h-index

  3. MJ
    Michael J. Franklin

    University of California, Berkeley, United States

    7 publications · 3.7K citations

    7

    h-index

  4. KA
    Karl Aberer

    École Polytechnique Fédérale de Lausanne, Switzerland

    6 publications · 152 citations

    6

    h-index

  5. GA
    Gustavo Alonso

    ETH Zurich, Switzerland

    6 publications · 416 citations

    6

    h-index

1–5 of 3.4K

Institutions

1.1K

  1. University of California, Berkeley

    Berkeley, United States

    15 h-index

    33 publications

    9.1K citations

  2. Massachusetts Institute of Technology

    Cambridge, United States

    15 h-index

    53 publications

    5K citations

  3. ETH Zurich

    Zurich, Switzerland

    12 h-index

    31 publications

    2K citations

  4. University of Surrey

    Guildford, United Kingdom

    12 h-index

    32 publications

    1.7K citations

  5. Chinese Academy of Sciences

    Beijing, China

    11 h-index

    39 publications

    1.4K citations

  6. Wuhan University

    Wuhan, China

    11 h-index

    34 publications

    867 citations

  7. University of Maryland, College Park

    College Park, United States

    10 h-index

    21 publications

    1.9K citations

  8. Commonwealth Scientific and Industrial Research Organisation

    Canberra, Australia

    9 h-index

    31 publications

    2.8K citations

1–8 of 1.1K

Venues

  1. Sensors

    48 publications · 2K citations

    23

    h-index

  2. IEEE Access

    17 publications · 956 citations

    15

    h-index

  3. IEEE Sensors Journal

    14 publications · 455 citations

    14

    h-index

  4. 13

    h-index

  5. Procedia Computer Science

    14 publications · 744 citations

    11

    h-index

1–5