Concepedia

Probabilistic Sensor Modeling

Probabilistic Sensor Modeling is a formal framework that characterizes sensor behavior through probability distributions to represent uncertainty in measurement processes, distinguishing itself from deterministic models by explicitly accounting for stochastic errors and environmental variability.

140

Publications

8K

Citations

364

Authors

189

Institutions

Publications per year

2017–2026

33

Parents

Publications

140

Using occupancy grids for mobile robot perception and navigation

Alberto Elfes · Computer · 1989 · 2.2K citations

, , +17

On a stochastic sensor selection algorithm with applications in sensor scheduling and sensor coverage

Vijay Gupta, Timothy H. Chung, Babak Hassibi et al. · Automatica · 2005 · 486 citations

, , +15

Cleaning and querying noisy sensors

Eiman Elnahrawy, Badri Nath · 2003 · 183 citations

, , +16

Towards Real-Time Information Processing of Sensor Network Data Using Computationally Efficient Multi-output Gaussian Processes

Michael A. Osborne, Stephen Roberts, A. Rogers et al. · 2008 · 151 citations · Full text

, , +17

Multi-sensor fusion: a perspective

Jay K. Hackett, Mubarak Shah · 2002 · 149 citations · Full text

, , +15

1–5 of 140

Authors

364

  1. WB
    Wolfram Burgard

    University of Freiburg, Germany

    3 publications · 183 citations

    3

    h-index

  2. VI
    Volkan Isler

    University of Minnesota, United States

    3 publications · 189 citations

    3

    h-index

  3. SV
    Sunil Vadera

    University of Salford, United Kingdom

    3 publications · 83 citations

    3

    h-index

  4. LE
    Luis Enrique Sucar

    National Institute of Astrophysics, Optics and Electronics, Mexico

    3 publications · 83 citations

    3

    h-index

  5. JM
    Jörg Müller

    Technische Universität Berlin, Germany

    2 publications · 51 citations

    2

    h-index

1–5 of 364

Institutions

189

  1. University of California, Berkeley

    Berkeley, United States

    5 h-index

    7 publications

    237 citations

  2. Carnegie Mellon University

    Pittsburgh, United States

    4 h-index

    7 publications

    2.5K citations

  3. Instituto de Investigaciones Eléctricas

    Cuernavaca, Mexico

    3 h-index

    3 publications

    83 citations

  4. University of Oxford

    Oxford, United Kingdom

    3 h-index

    7 publications

    736 citations

  5. City University of Hong Kong

    Hong Kong, Hong Kong

    3 h-index

    6 publications

    96 citations

  6. Tecnológico de Monterrey

    Monterrey, Mexico

    3 h-index

    3 publications

    83 citations

  7. California Institute of Technology

    Pasadena, United States

    3 h-index

    7 publications

    2K citations

  8. University of Freiburg

    Freiburg im Breisgau, Germany

    3 h-index

    11 publications

    600 citations

1–8 of 189

Venues

  1. IEEE Sensors Journal

    4 publications · 114 citations

    4

    h-index

  2. Mechanical Systems and Signal Processing

    MSSP · 3 publications · 108 citations

    3

    h-index

  3. Sensors

    3 publications · 128 citations

    3

    h-index

  4. Ad Hoc Networks

    3 publications · 81 citations

    3

    h-index

  5. Automatica

    2 publications · 518 citations

    2

    h-index

1–5