Research

Indoor Localization with Machine Learning

Indoor Localization with Wi-Fi CSI (Channel State Information)
CSI acquisition and processing
Machine Learning System Design

Multi-Path CSI Processing

Exclusion of non-informative NLoS CSI measurements
Optimized tilization of Multiview CSI

Indoor Localization System Design

View-Selective Deep Learning with Variational Inference
Indoor Localization in Complex Building Environment

CSI Preprocessing

CSI Recovery using NMF (Nonnegative Matrix Factorization)
Location Prediction for Sparse Test CSI Inference

Radiomap Construction

Passive Fingerprinting Reinforced by Active Radiomap for WLAN indoor localization system
Estimation of Walking Paths with RSS data, removing outliers of human-impassible paths

Page updated

Google Sites

Report abuse