Beam Tracking with Photon-Counting Detector Arrays in Free-Space Optical Communications

TL;DR

This paper investigates photon-counting detector array-based beam tracking in free-space optical communications, proposing estimators, analyzing their performance, and highlighting the importance of accurate beam position estimation for minimizing error rates.

Contribution

It introduces and analyzes non-Bayesian beam position estimators for photon-counting arrays, deriving CRLBs and assessing their impact on communication error performance.

Findings

Estimators' mean-square error and bias are characterized.

CRLBs provide insights into detector number and beam radius effects.

Accurate beam position estimation reduces system error probability.

Abstract

Optical beam center position on an array of detectors is an important (hidden) parameter that is essential not only from a tracking perspective, but is also important for optimal detection of Pulse Position Modulation symbols in free-space optical communications. In this paper, we have examined the beam position estimation problem for photon-counting detector arrays, and to this end, we have proposed and analyzed a number of non-Bayesian beam position estimators. These estimators are compared in terms of their mean-square error, bias and the probability of error performance. Additionally, the Cramer-Rao Lower Bounds (CRLB) of the tracking error is also derived, and the CRLB curves give us additional insights concerning the effect of number of detectors and the beam radius on mean-square error performance. Finally, the effect of beam position estimation on the probability of error performance is investigated, and our study concludes that the probability of error of the system is minimized when the beam position on the array is estimated as accurately as possible.