Improving ambient FM indoor localization using multipath-induced amplitude modulation effect: A year-long experiment

Add time:07/21/2019    Source:sciencedirect.com

Ambient radio signals, such as commercial FM radio broadcasts, provide an attractive opportunity of infrastructure-free indoor positioning with global coverage. While feasibility of FM-based indoor positioning has already been demonstrated in several studies, they provided little insight into the long-term performance of the ambient approach and its sensitivity to environment changes.This paper presents a year-long experimental evaluation of FM indoor positioning, using a multi-testbed dataset collected bi-weekly over the course of 12 months. Moreover, we improve the accuracy of classical receiver signal strength (RSS) fingerprinting by introducing a number of novel multipath-sensitive signal features. Finally, we analyze the robustness of FM signal features to human presence and weather conditions.

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