bayesian_estimation.h File Reference

Interface of a library with Bayesian noise statistic estimation. More...

#include <armadillo>
#include <gnuradio/gr_complex.h>

Go to the source code of this file.

Classes
class	Bayesian_estimator
	Bayesian_estimator is an estimator of noise characteristics (i.e. mean, covariance). More...

Detailed Description

Interface of a library with Bayesian noise statistic estimation.

Bayesian_estimator is a Bayesian estimator which attempts to estimate the properties of a stochastic process based on a sequence of discrete samples of the sequence.

[1]: LaMountain, Gerald, Vilà-Valls, Jordi, Closas, Pau, "Bayesian Covariance Estimation for Kalman Filter based Digital Carrier Synchronization," Proceedings of the 31st International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS+ 2018), Miami, Florida, September 2018, pp. 3575-3586. https://doi.org/10.33012/2018.15911

Authors

• Gerald LaMountain, 2018. gerald(at)ece.neu.edu
• Jordi Vila-Valls 2018. jvila(at)cttc.es

GNSS-SDR is a Global Navigation Satellite System software-defined receiver. This file is part of GNSS-SDR.

Copyright (C) 2010-2020 (see AUTHORS file for a list of contributors) SPDX-License-Identifier: GPL-3.0-or-later

---

Definition in file bayesian_estimation.h.