Machine learning applied to wi-fi fingerprinting: The experiences of the ubiqum challenge
J Rojo, GM Mendoza-Silva, GR Cidral… - 2019 International …, 2019 - ieeexplore.ieee.org
Wi-Fi Fingerprinting is widely adopted for smartphone-based indoor positioning systems due
to the availability of already deployed infrastructure for communications. The UJIIndoorLoc …
to the availability of already deployed infrastructure for communications. The UJIIndoorLoc …
Modified Jaccard index analysis and adaptive feature selection for location fingerprinting with limited computational complexity
We propose an approach for fingerprinting-based positioning which reduces the data
requirements and computational complexity of the online positioning stage. It is based on a …
requirements and computational complexity of the online positioning stage. It is based on a …
Mining geometric constraints from crowd-sourced radio signals and its application to indoor positioning
C Zhou, Z Li, D Zeng, Y Wang - IEEE Access, 2021 - ieeexplore.ieee.org
Crowd-sourcing has become a promising way to build a feature-based indoor positioning
system that has lower labour and time costs. It can make full use of the widely deployed …
system that has lower labour and time costs. It can make full use of the widely deployed …
An iterative scheme for feature based positioning using a weighted dissimilarity measure
We propose an iterative scheme for feature-based positioning using a new weighted
dissimilarity measure with the goal of reducing the impact of large errors among the …
dissimilarity measure with the goal of reducing the impact of large errors among the …
Fingerprinting Localization Model for Uneven Grids Based on Positioning Errors
M Li, D Liang, W Li - Proceedings of the 2020 12th International …, 2020 - dl.acm.org
In recent years, indoor localization technology has developed rapidly, the efficiency and
safety have changed a lot. Wi-Fi fingerprinting is widely used for indoor localization because …
safety have changed a lot. Wi-Fi fingerprinting is widely used for indoor localization because …
[PDF][PDF] Mitigating variability issues for feature-based indoor positioning
C Zhou - 2019 - research-collection.ethz.ch
As a promising indoor positioning solution, feature-based indoor positioning systems
(FIPSs) utilizing signals of opportunity as features are capable of providing indoor location …
(FIPSs) utilizing signals of opportunity as features are capable of providing indoor location …
[PDF][PDF] Graafiteoreettisten klusterointimenetelmien soveltaminen sisätilapaikannuksessa
V Pinkkilä - 2019 - trepo.tuni.fi
Tässä tutkielmassa käsitellään sisätilapaikannusta ja sovelletaan klusterointialgoritmeja
WLAN-signaalien voimakkuuksista muodostuvien sormenjälkien klusterointiin. Työssä …
WLAN-signaalien voimakkuuksista muodostuvien sormenjälkien klusterointiin. Työssä …