Abstract: The problem of localizing objects exploiting RSSI signals has been tackled using both geometric and machine learning based methods.

We propose a pipeline which uses an autonomous robot to collect RSSI-image pairs and Structure from Motion to associate 2D positions to the RSSI values.

Jun 1, 2024 · This work proposes a fingerprinting-based branched convolutional neural network (CNN) localization method enhanced with squeeze and excitation (SE) blocks to ...

(2022). Visual RSSI Fingerprinting for Radio-based Indoor Localization. In Proceedings of the 19th International Conference on Signal Processing and ...

In this paper, we tested several fingerprinting methods in a publicly available dataset and we compared them against the RSSI regression approach.

The fingerprinting technique is a popular approach to reveal location of persons, instruments or devices in an indoor environment. Typically based on signal ...

Indoor positioning system using RSS- based lateration with Radio Frequency (RF) propagation and RF Fingerprinting of Wi-Fi signal was proposed in [10].

Jul 18, 2024 · Indoor localization based on Wi-Fi RSSI fingerprinting has been widely studied in the literature. The traditional methods, such as k-nearest ...

In this paper, a novel radiocommunication-based indoor positioning method is proposed, which applies the fusion of fingerprints extracted with various ...

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