학술논문
Asymptotic Properties of a One-bit Estimator of Parametric Signals
Document Type
Conference
Author
Source
2023 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Instrumentation and Measurement Technology Conference (I2MTC), 2023 IEEE International. :1-6 May, 2023
Subject
Language
ISSN
2642-2077
Abstract
This paper considers an estimator of the parameters in a linear-in-the-parameter signal, based on its binary quantization. It shows an analysis of the systematic errors for growing lengths of the data set. It also shows how to express the cost function, when the minimum is reached. Zero-mean additive noise is assumed in the model, having independent outcomes. Furthermore, a method is introduced to validate the estimation process. Monte Carlo results validate the proposed analyses.