Model Order Determination for Signed Measurements via the Bayesian Information Criterion

摘要

The problem of model order selection from signed measurements obtained via L-blt sampling is considered. The extension of the Bayesian information criterion (BIC) to the case of 1-blt sampling, referred to as 1bBIC, is proposed to determine the signal model order. Numerical examples are presented to demonstrate the performance of 1bBIC when the One-Bit RELAX algorithm is used to estimate the parameters of sinusoidal signals.