DumbLoc: dumb indoor localization framework using WiFi fingerprinting

• المؤلفون الرئيسيون: Narasimman, Srivathsan Chakaravarthi, Alphones, Arokiaswami
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2024
• الموضوعات: Engineering; Dimensionality reduction; Estimation; Wi-Fi; Fingerprinting; Floor prediction; Indoor localization; Machine learning; Indoor positioning; Representation learning; Training time; Transfer learning
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/176574

Extant indoor positioning techniques based on received signal strength (RSS) fingerprinting have achieved accurate positioning results. They leverage existing open-source datasets for training and comparing their model performance. However, the models trained on one building cannot be used for anoth...