A simple predictor based on delay-induced negative group delay
Data Analysis, Statistics and Probability
2016-08-22 v3
Abstract
A very simple linear signal predictor that uses past predicted values rather than past signal values for prediction is presented. Man-made or natural systems utilizing this predictor would not require a memory of input signal values but only of already predicted, internalized states. This delay-induced negative group delay (DINGD) predictor affords real-time prediction of signals without the need for a specific signal model. Its properties are derived analytically and are numerically tested on various types of broadband input data.
Cite
@article{arxiv.1606.07791,
title = {A simple predictor based on delay-induced negative group delay},
author = {Henning U. Voss},
journal= {arXiv preprint arXiv:1606.07791},
year = {2016}
}
Comments
Changes to version 2: Corrections, extensions, new discussion