Concepedia

Localization Learning

Localization Learning is a computational framework within spatial localization that integrates sensor data and environmental context to enable a system to autonomously acquire and refine positional awareness through experience-driven adaptation.

95

Publications

4.7K

Citations

322

Authors

140

Institutions

Publications per year

2017–2026

44

Parents

Publications

95

Using GPS to learn significant locations and predict movement across multiple users

Daniel Ashbrook, Thad Starner · Personal and Ubiquitous Computing · 2003 · 1.1K citations

, , +16

Learning Occupancy Grid Maps with Forward Sensor Models

Sebastian Thrun · Autonomous Robots · 2003 · 472 citations

, , +14

Perceptual Learning of Spatial Localization: Specificity for Orientation, Position, and Context

Roy E. Crist, Mitesh K. Kapadia, Gerald Westheimer et al. · Journal of Neurophysiology · 1997 · 301 citations

, , +17

Deep Neural Networks for wireless localization in indoor and outdoor environments

Wei Zhang, Kan Liu, Weidong Zhang et al. · Neurocomputing · 2016 · 269 citations

, , +16

Bayesian Landmark Learning for Mobile Robot Localization

Sebastian Thrun · Machine Learning · 1998 · 219 citations · Full text

, , +13

1–5 of 95

Authors

322

  1. TS
    Thad Starner

    Georgia Institute of Technology, United States

    2 publications · 1.1K citations

    2

    h-index

  2. WM
    Weimin Mou

    University of Alberta, Canada

    2 publications · 57 citations

    2

    h-index

  3. SY
    Seung-kook Yun

    Massachusetts Institute of Technology, United States

    2 publications · 82 citations

    2

    h-index

  4. RS
    Ruslan Salakhutdinov

    Carnegie Mellon University, United States

    2 publications · 70 citations

    2

    h-index

  5. YS
    Y. S. Ivanov

    Main Astronomical Observatory, Ukraine

    2 publications · 43 citations

    2

    h-index

1–5 of 322

Institutions

140

  1. Carnegie Mellon University

    Pittsburgh, United States

    6 h-index

    17 publications

    568 citations

  2. Beijing University of Posts and Telecommunications

    Beijing, China

    4 h-index

    4 publications

    192 citations

  3. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    3 h-index

    6 publications

    163 citations

  4. University of Oxford

    Oxford, United Kingdom

    3 h-index

    9 publications

    239 citations

  5. McGill University

    Montreal, Canada

    3 h-index

    5 publications

    266 citations

  6. Queensland University of Technology

    Brisbane, Australia

    2 h-index

    4 publications

    66 citations

  7. National University of Singapore

    Singapore, Singapore

    2 h-index

    8 publications

    240 citations

  8. University of Alberta

    Edmonton, Canada

    2 h-index

    5 publications

    135 citations

1–8 of 140

Venues

  1. arXiv (Cornell University)

    Repository · 4 publications · 76 citations

    4

    h-index

  2. Neurocomputing

    3 publications · 363 citations

    3

    h-index

  3. Vision Research

    3 publications · 211 citations

    3

    h-index

  4. PLoS ONE

    3 publications · 69 citations

    3

    h-index

  5. IEEE Transactions on Mobile Computing

    TMCCI · 3 publications · 136 citations

    3

    h-index

1–5