{"title":"Lipschitz Stability Estimate for an Initial Wave Reconstruction Problem of Telegraph Type With Gaussian Noise","authors":"Dat-Thuc Nguyen;Ngoc Tuan Duong;Vo Anh Khoa","doi":"10.1109/TCSI.2024.3451505","DOIUrl":null,"url":null,"abstract":"This work is devoted to the study of an initial wave reconstruction problem of telegraph type. Our specific goal is to determine the initial spikes of an idealized signal in a telegraph wire from two consecutive observations contaminated by Gaussian noise. Our main result shows that the initial reconstruction is Lipschitz stable in the expectation operator. The proof relies upon the integral representation of solution for Cauchy data, together with the use of the truncated Fourier approximator. Additionally, we prove that the reconstructed initial data are exactly observable. Some numerical tests are given to validate our theoretical findings.","PeriodicalId":13039,"journal":{"name":"IEEE Transactions on Circuits and Systems I: Regular Papers","volume":"72 4","pages":"1763-1772"},"PeriodicalIF":5.2000,"publicationDate":"2024-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Circuits and Systems I: Regular Papers","FirstCategoryId":"5","ListUrlMain":"https://ieeexplore.ieee.org/document/10665932/","RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 0
Abstract
This work is devoted to the study of an initial wave reconstruction problem of telegraph type. Our specific goal is to determine the initial spikes of an idealized signal in a telegraph wire from two consecutive observations contaminated by Gaussian noise. Our main result shows that the initial reconstruction is Lipschitz stable in the expectation operator. The proof relies upon the integral representation of solution for Cauchy data, together with the use of the truncated Fourier approximator. Additionally, we prove that the reconstructed initial data are exactly observable. Some numerical tests are given to validate our theoretical findings.
期刊介绍:
TCAS I publishes regular papers in the field specified by the theory, analysis, design, and practical implementations of circuits, and the application of circuit techniques to systems and to signal processing. Included is the whole spectrum from basic scientific theory to industrial applications. The field of interest covered includes: - Circuits: Analog, Digital and Mixed Signal Circuits and Systems - Nonlinear Circuits and Systems, Integrated Sensors, MEMS and Systems on Chip, Nanoscale Circuits and Systems, Optoelectronic - Circuits and Systems, Power Electronics and Systems - Software for Analog-and-Logic Circuits and Systems - Control aspects of Circuits and Systems.