101 citations · 101 across the 2 of their papers we have counts for
3 papers
cs.LG2022★ 101 cited
Deep Learning Methods for Fingerprint-Based Indoor Positioning: A Review
Fahad Alhomayani, Mohammad H. Mahoor
Outdoor positioning systems based on the Global Navigation Satellite System have several shortcomings that have deemed their use for indoor positioning impractical. Location finger…
eess.SP2021
Oversampling Highly Imbalanced Indoor Positioning Data using Deep Generative Models
Fahad Alhomayani, Mohammad H. Mahoor
The location fingerprinting method, which typically utilizes supervised learning, has been widely adopted as a viable solution for the indoor positioning problem. Many indoor posit…
eess.SP2020
Deep Learning-based Symbolic Indoor Positioning using the Serving eNodeB
Fahad Alhomayani, Mohammad Mahoor
This paper presents a novel indoor positioning method designed for residential apartments. The proposed method makes use of cellular signals emitting from a serving eNodeB which el…