English

Constructing Dampened LTI Systems Generating Polynomial Bases

Systems and Control 2021-03-10 v2 Machine Learning Neural and Evolutionary Computing Systems and Control

Abstract

We present an alternative derivation of the LTI system underlying the Legendre Delay Network (LDN). To this end, we first construct an LTI system that generates the Legendre polynomials. We then dampen the system by approximating a windowed impulse response, using what we call a "delay re-encoder". The resulting LTI system is equivalent to the LDN system. This technique can be applied to arbitrary polynomial bases, although there typically is no closed-form equation that describes the state-transition matrix.

Cite

@article{arxiv.2103.00051,
  title  = {Constructing Dampened LTI Systems Generating Polynomial Bases},
  author = {Andreas Stöckel},
  journal= {arXiv preprint arXiv:2103.00051},
  year   = {2021}
}

Comments

15 pages, 3 figures

R2 v1 2026-06-23T23:33:28.244Z