↓ Skip to main content

Machine Learning for Indoor Localization and Navigation

Overview of attention for book
Cover of 'Machine Learning for Indoor Localization and Navigation'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 An Overview of Indoor Localization Techniques
  3. Altmetric Badge
    Chapter 2 Smart Device-Based PDR Methods for Indoor Localization
  4. Altmetric Badge
    Chapter 3 Geometric Indoor Radiolocation: History, Trends and Open Issues
  5. Altmetric Badge
    Chapter 4 Indoor Localization Using Trilateration and Location Fingerprinting Methods
  6. Altmetric Badge
    Chapter 5 Localization with Wi-Fi Ranging and Built-in Sensors: Self-Learning Techniques
  7. Altmetric Badge
    Chapter 6 Fusion of WiFi and IMU Using Swarm Optimization for Indoor Localization
  8. Altmetric Badge
    Chapter 7 A Scalable Framework for Indoor Localization Using Convolutional Neural Networks
  9. Altmetric Badge
    Chapter 8 Learning Indoor Area Localization: The Trade-Off Between Expressiveness and Reliability
  10. Altmetric Badge
    Chapter 9 Exploiting Fingerprint Correlation for Fingerprint-Based Indoor Localization: A Deep Learning-Based Approach
  11. Altmetric Badge
    Chapter 10 On the Application of Graph Neural Networks for Indoor Positioning Systems
  12. Altmetric Badge
    Chapter 11 Overview of Approaches for Device Heterogeneity Management During Indoor Localization
  13. Altmetric Badge
    Chapter 12 Deep Learning for Resilience to Device Heterogeneity in Cellular-Based Localization
  14. Altmetric Badge
    Chapter 13 A Portable Indoor Localization Framework for Smartphone Heterogeneity Resilience
  15. Altmetric Badge
    Chapter 14 Smartphone Invariant Indoor Localization Using Multi-head Attention Neural Network
  16. Altmetric Badge
    Chapter 15 Heterogeneous Device Resilient Indoor Localization Using Vision Transformer Neural Networks
  17. Altmetric Badge
    Chapter 16 Enabling Temporal Variation Resilience for ML-Based Indoor Localization
  18. Altmetric Badge
    Chapter 17 A Few-Shot Contrastive Learning Framework for Long-Term Indoor Localization
  19. Altmetric Badge
    Chapter 18 A Manifold-Based Method for Long-Term Indoor Positioning Using WiFi Fingerprinting
  20. Altmetric Badge
    Chapter 19 Exploring Model Compression for Deep Machine Learning-Based Indoor Localization
  21. Altmetric Badge
    Chapter 20 Resource-Aware Deep Learning for Wireless Fingerprinting Localization
  22. Altmetric Badge
    Chapter 21 Toward Real-Time Indoor Localization with Smartphones with Conditional Deep Learning
  23. Altmetric Badge
    Chapter 22 Enabling Security for Fingerprinting-Based Indoor Localization on Mobile Devices
Overall attention for this book and its chapters
Altmetric Badge

Mentioned by

twitter
7 X users

Citations

dimensions_citation
1 Dimensions

Readers on

mendeley
5 Mendeley
You are seeing a free-to-access but limited selection of the activity Altmetric has collected about this research output. Click here to find out more.
Title
Machine Learning for Indoor Localization and Navigation
Published by
Springer International Publishing, May 2023
DOI 10.1007/978-3-031-26712-3
ISBNs
978-3-03-126711-6, 978-3-03-126712-3
Editors

Tiku, Saideep, Pasricha, Sudeep

X Demographics

X Demographics

The data shown below were collected from the profiles of 7 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 5 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 5 100%

Demographic breakdown

Readers by professional status Count As %
Professor > Associate Professor 1 20%
Lecturer 1 20%
Student > Master 1 20%
Unknown 2 40%
Readers by discipline Count As %
Computer Science 3 60%
Unknown 2 40%