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Deep learning methods for fingerprint-based indoor positioning: A review
Outdoor positioning systems based on the Global Navigation Satellite System have several
shortcomings that have deemed their use for indoor positioning impractical. Location …
shortcomings that have deemed their use for indoor positioning impractical. Location …
Recent advances in pedestrian inertial navigation based on smartphone: A review
Q Wang, M Fu, J Wang, H Luo, L Sun, Z Ma… - IEEE Sensors …, 2022 - ieeexplore.ieee.org
Indoor location-based service is a hot research topic whose application market size is
expected to grow from 41 billion by 2022 and 58 billion by 2023. As a portable …
expected to grow from 41 billion by 2022 and 58 billion by 2023. As a portable …
A comprehensive survey of machine learning based localization with wireless signals
D Burghal, AT Ravi, V Rao, AA Alghafis… - arxiv preprint arxiv …, 2020 - arxiv.org
The last few decades have witnessed a growing interest in location-based services. Using
localization systems based on Radio Frequency (RF) signals has proven its efficacy for both …
localization systems based on Radio Frequency (RF) signals has proven its efficacy for both …
Comparing the performance of indoor localization systems through the EvAAL framework
In recent years, indoor localization systems have been the object of significant research
activity and of growing interest for their great expected social impact and their impressive …
activity and of growing interest for their great expected social impact and their impressive …
STELLAR: Siamese multiheaded attention neural networks for overcoming temporal variations and device heterogeneity with indoor localization
Smartphone-based indoor localization has emerged as a cost-effective and accurate
solution to localize mobile and IoT devices indoors. However, the challenges of device …
solution to localize mobile and IoT devices indoors. However, the challenges of device …
The smartphone-based offline indoor location competition at IPIN 2016: Analysis and future work
This paper presents the analysis and discussion of the off-site localization competition track,
which took place during the Seventh International Conference on Indoor Positioning and …
which took place during the Seventh International Conference on Indoor Positioning and …
IndoorLoc platform: A public repository for comparing and evaluating indoor positioning systems
This paper presents the IndoorLoc Platform, a public repository for comparing and
evaluating indoor positioning algorithms and sharing datasets. The proposed web platform …
evaluating indoor positioning algorithms and sharing datasets. The proposed web platform …
The IPIN 2019 indoor localisation competition—Description and results
IPIN 2019 Competition, sixth in a series of IPIN competitions, was held at the CNR Research
Area of Pisa (IT), integrated into the program of the IPIN 2019 Conference. It included two on …
Area of Pisa (IT), integrated into the program of the IPIN 2019 Conference. It included two on …
The impact of height on indoor positioning with magnetic fields
Steel studs, heating, ventilation, and air conditioning (HVAC) systems, rebar, and many
other building components produce spatially varying magnetic fields. Magnetometers can …
other building components produce spatially varying magnetic fields. Magnetometers can …
A Review of Open Access WiFi Fingerprinting Datasets for Indoor Positioning
WiFi fingerprinting is one of the most widely used techniques for indoor positioning systems.
However, existing fingerprinting datasets came in different shapes and forms with varying …
However, existing fingerprinting datasets came in different shapes and forms with varying …