37 citations · 76 across the 4 of their papers we have counts for
4 papers
ProxyFAUG: Proximity-based Fingerprint Augmentation
Grigorios G. Anagnostopoulos, Alexandros Kalousis
The proliferation of data-demanding machine learning methods has brought to light the necessity for methodologies which can enlarge the size of training datasets, with simple, rule…
Analysing the Data-Driven Approach of Dynamically Estimating Positioning Accuracy
Grigorios G. Anagnostopoulos, Alexandros Kalousis
The primary expectation from positioning systems is for them to provide the users with reliable estimates of their position. An additional piece of information that can greatly hel…
A Reproducible Analysis of RSSI Fingerprinting for Outdoor Localization Using Sigfox: Preprocessing and Hyperparameter Tuning
Grigorios G. Anagnostopoulos, Alexandros Kalousis
Fingerprinting techniques, which are a common method for indoor localization, have been recently applied with success into outdoor settings. Particularly, the communication signals…
A Reproducible Comparison of RSSI Fingerprinting Localization Methods Using LoRaWAN
Grigorios G. Anagnostopoulos, Alexandros Kalousis
The use of fingerprinting localization techniques in outdoor IoT settings has started to gain popularity over the recent years. Communication signals of Low Power Wide Area Network…