Centimeter Positioning Accuracy using AI/ML for 6G Applications
Sai Prasanth Kotturi, Radha Krishna Ganti
TL;DR
This paper explores AI/ML techniques to achieve centimeter-level user positioning accuracy for 6G applications, demonstrating promising indoor results with 17 cm precision in factory environments.
Contribution
It introduces a novel AI/ML-based approach for high-precision indoor positioning tailored for 6G, with initial experimental validation.
Findings
Achieved 17 cm positioning accuracy indoors
Demonstrated feasibility for 6G applications
Outlined future research directions
Abstract
This research looks at using AI/ML to achieve centimeter-level user positioning in 6G applications such as the Industrial Internet of Things (IIoT). Initial results show that our AI/ML-based method can estimate user positions with an accuracy of 17 cm in an indoor factory environment. In this proposal, we highlight our approaches and future directions.
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Taxonomy
TopicsSatellite Communication Systems · Inertial Sensor and Navigation · Antenna Design and Optimization