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Yaqi Hu

2 accepted papers

2024

Zero-Shot Wireless Indoor Navigation through Physics-Informed Reinforcement Learning

ICRA 2024poster

The growing focus on indoor robot navigation utilizing wireless signals has stemmed from the capability of these signals to capture high-resolution angular and temporal measurements. Prior heuristic-based methods, based on radio frequency (RF) propagation, are intuitive and generalizable across simp…

Cited by 9SourcecodeScholar
2023

Path Planning Under Uncertainty to Localize mmWave Sources

ICRA 2023poster

In this paper, we study a navigation problem where a mobile robot needs to locate a mmWave wireless signal. Using the directionality properties of the signal, we propose an estimation and path planning algorithm that can efficiently navigate in cluttered indoor environments. We formulate Extended Ka…

Cited by 6SourceScholar