Optimal Precoders for Tracking the AoD and AoA of a mmWave Path
Journal article, 2018

In millimeter-wave channels, most of the received energy is carried by a few paths. Traditional precoders sweep the angle-of-departure (AoD) and angle-of-arrival (AoA) space with directional precoders to identify directions with largest power. Such precoders are heuristic and lead to suboptimal AoD/AoA estimation. We derive optimal precoders, minimizing the Cramér–Rao bound (CRB) of the AoD/AoA under a given uncertainty range, assuming a fully digital architecture at the transmitter and spatial filtering of a single path. The precoders are found by solving a suitable convex optimization problem. We demonstrate that the accuracy can be improved by at least a factor of two over traditional precoders, and show that there is an optimal number of distinct precoders beyond which the CRB does not improve.

Cramér–Rao bounds

precoding

Transmitters

antenna arrays

Millimeter wave communication

Receivers

Signal to noise ratio

array signal processing

antenna radiation patterns

Radar tracking

Channel estimation

optimization

Uncertainty

Estimation

Author

Nil Garcia

Chalmers, Electrical Engineering, Kommunikationssystem, informationsteori och antenner, Communication Systems

Henk Wymeersch

Chalmers, Electrical Engineering, Kommunikationssystem, informationsteori och antenner, Communication Systems

Dirk Slock

EURECOM Ecole d'Ingenieurs & Centre de Recherche en Systemes de Communication

IEEE Transactions on Signal Processing

1053-587X (ISSN)

Vol. 66 21 5718-5729

COPPLAR CampusShuttle cooperative perception & planning platform

VINNOVA, 2016-01-01 -- 2018-12-31.

Fifth Generation Communication Automotive Research and innovation (5GCAR)

European Commission (Horizon 2020), 2017-06-01 -- 2019-05-31.

High precision positioning for cooperative ITS applications

European Commission (Horizon 2020), 2015-01-01 -- 2017-12-31.

Areas of Advance

Information and Communication Technology

Subject Categories

Signal Processing

DOI

10.1109/TSP.2018.2870368

More information

Latest update

10/11/2018