Optimizing Placement and Number of RF Beacons to Achieve Better Indoor Localization
Published in IEEE International Conference on Robotics and Automation (ICRA), 2018
Recommended citation: R. Falque, R., Patel, M., & Biehl, J. "Optimizing Placement and Number of RF Beacons to Achieve Better Indoor Localization." 2018 IEEE International Conference on Robotics and Automation (ICRA), Brisbane, QLD, 2018, pp. 2304-2311.
In this paper, we propose a novel solution to optimize the deployment of Radio Frequency (RF) beacons for the purpose of indoor localization. We propose a system that optimizes both the number of beacons and their placement in a given environment. We propose a novel cost-function, called CovBsm, that allows to simultaneously optimize the 3-coverage while maximizing the beacon spreading. Using this cost function, we propose a framework that maximize both the number of beacons and their placement in a given environment. The proposed solution accounts for the indoor infrastructure and its influence on the RF signal propagation by embedding a realistic simulator into the optimization process.