https://www.adityapaliwal.net/tags/iot/IoTHugo Blox Builder (https://hugoblox.com)en-usMon, 15 Feb 2021 00:00:00 +0000https://www.adityapaliwal.net/media/icon_hu_982c5d63a71b2961.pnghttps://www.adityapaliwal.net/tags/iot/https://www.adityapaliwal.net/projects/master-thesis/Mon, 15 Feb 2021 00:00:00 +0000https://www.adityapaliwal.net/projects/master-thesis/<p>Master thesis project at KU Leuven in collaboration with NXP Semiconductors.</p> <p>Compared different Machine Learning algorithms for efficient Bluetooth Low Energy (BLE) based indoor positioning. The system uses Raspberry Pi as signal scanners and NXH3670 for signal advertising.</p> <p>Key achievements:</p> <ul> <li>Implemented both supervised and semi-supervised regression approaches</li> <li>Achieved accurate location prediction using RSSI values</li> <li>Semi-supervised approach showed lower RMSE</li> </ul>