Parsimonious System Identification from Fragmented Quantized Measurements

• Published in: International journal of control Vol. 97; no. 8; pp. 1770 - 1779
• Main Authors: Sleem, Omar M, Lagoa, Constantino M
• Format: Journal Article
• Language: English
• Published: England 2024
• Subjects: Quantization; System identification; Sparsity; ADMM
• ISSN: 0020-7179
• DOI: 10.1080/00207179.2023.2228943

Quantization is the process of mapping an input signal from an infinite continuous set to a countable set with a finite number of elements. It is a non-linear irreversible process, which makes the traditional methods of system identification no longer applicable. In this work, we propose a method fo...