most citedJaccard analysis and LASSO-based feature selection for location fingerprinting with limited computational complexity

1 citations · 4 across the 5 of their papers we have counts for

collaborators

5 papers

cs.LG20191 cited

An iterative scheme for feature based positioning using a weighted dissimilarity measure

Caifa Zhou, Andreas Wieser

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 measured or m…

stat.ML20171 cited

Jaccard analysis and LASSO-based feature selection for location fingerprinting with limited computational complexity

Caifa Zhou, Andreas Wieser

We propose an approach to reduce both computational complexity and data storage requirements for the online positioning stage of a fingerprinting-based indoor positioning system (F…

stat.ML20171 cited

WiFi based trajectory alignment, calibration and easy site survey using smart phones and foot-mounted IMUs

Yang Gu, Caifa Zhou, Andreas Wieser +1

Foot-mounted inertial positioning (FMIP) can face problems of inertial drifts and unknown initial states in real applications, which renders the estimated trajectories inaccurate a…

stat.ML20171 cited

Joint Positioning and Radio Map Generation Based on Stochastic Variational Bayesian Inference for FWIPS

Caifa Zhou, Yang Gu

Fingerprinting based WLAN indoor positioning system (FWIPS) provides a promising indoor positioning solution to meet the growing interests for indoor location-based services (e.g.,…

stat.ML2017

Application of backpropagation neural networks to both stages of fingerprinting based WIPS

Caifa Zhou, Andreas Wieser

We propose a scheme to employ backpropagation neural networks (BPNNs) for both stages of fingerprinting-based indoor positioning using WLAN/WiFi signal strengths (FWIPS): radio map…