A Primer on the Statistical Relation between Wireless Ultra-Reliability and Location Estimation
Journal article, 2022

Location information is often used as a proxy to infer the performance of a wireless communication link. Using a very simple model, this letter unveils a basic statistical relation between the location estimation uncertainty and wireless link reliability. First, a Cramér-Rao bound for the localization error is derived. Then, wireless link reliability is characterized by how likely the outage probability is to be above a target threshold. We show that the reliability is sensitive to location errors, especially when the channel statistics are also sensitive to the location. Finally, we highlight the difficulty of choosing a rate that meets target reliability while accounting for the location uncertainty.

Delays

Reliability

Wireless sensor networks

Wireless communication

Uncertainty

Channel estimation

Location awareness

Author

Tobias Kallehauge

Aalborg University

Pablo Ramirez-Espinosa

Aalborg University

Kimmo Kansanen

Norwegian University of Science and Technology (NTNU)

Henk Wymeersch

Chalmers, Electrical Engineering, Communication, Antennas and Optical Networks

Petar Popovski

Aalborg University

IEEE Wireless Communications Letters

2162-2337 (ISSN) 2162-2345 (eISSN)

Vol. 11 8 1600-1604

Subject Categories

Signal Processing

DOI

10.1109/LWC.2022.3167834

More information

Latest update

1/15/2023