Ultra-Low-Power, High-Accuracy 434 MHz Indoor Positioning System for Smart Homes Leveraging Machine Learning Models

Ultra-Low-Power, High-Accuracy 434 MHz Indoor Positioning System for Smart Homes Leveraging Machine Learning Models

Global navigation satellite systems have been used for reliable location-based services in outdoor environments. However, satellite-based systems are not suitable for indoor positioning due to low signal power inside buildings and low accuracy of 5 m. Future smart homes demand low-cost, high-accurac...

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Bibliographic Details
Main Authors: Haq Nawaz, Ahsen Tahir, Nauman Ahmed, Ubaid U. Fayyaz, Tayyeb Mahmood, Abdul Jaleel, Mandar Gogate, Kia Dashtipour, Usman Masud, Qammer Abbasi
Format: Article
Language:English
Published: MDPI AG 2021-10-01
Series:Entropy
Subjects:
indoor positioning system (IPS)
time difference of arrival (TDOA)
ultra-low power
telemetry link
Online Access:https://www.mdpi.com/1099-4300/23/11/1401

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