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Robust finite range H-infinity filtering using LMIs with a scalar

Grant number: 15/13135-7
Support Opportunities:Scholarships abroad - Research Internship - Master's degree
Effective date (Start): November 02, 2015
Effective date (End): May 01, 2016
Field of knowledge:Engineering - Electrical Engineering - Industrial Electronics, Electronic Systems and Controls
Principal Investigator:Pedro Luis Dias Peres
Grantee:Lício Bruno Ribeiro Rodrigues Romão
Supervisor: Maurício Carvalho de Oliveira
Host Institution: Faculdade de Engenharia Elétrica e de Computação (FEEC). Universidade Estadual de Campinas (UNICAMP). Campinas , SP, Brazil
Research place: University of California, San Diego (UC San Diego), United States  
Associated to the scholarship:14/06408-4 - Matrix Inequalities with Scalars for Robust Filtering Design, BP.MS


The aim of this project is to study the problem of full order robust filter design for linear systems with time-invariant uncertain parameters belonging to a polytope, taking into account performance criteria such as the minimization of bounds to the H-infinity and H2 norms of the transfer function from the exogenous noise input to the filter output. Both continuous and discrete-time systems will be considered. Strategies based on parameter-dependent Lyapunov functions will be adopted for the robust filter design, providing existence conditions in terms of matrix inequalities that include scalar parameters. For fixed values of the scalars, the conditions become linear matrix inequalities (LMIs). Computational tools available in Matlab will be used to program the LMIs, together with parsers and solvers of public domain. The aim of this Research Internship Abroad (BEPE) is to extend the original project of robust filtering to cope with H-infinity performance specifications in a finite frequency interval. In this sense, extensions of the so-called Kalman-Yakubovich-Popov (KYP) lemma in terms of LMIs with scalar variables will be investigated, for both continuous and discrete-time uncertain systems. (AU)

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Scientific publications
(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)
ROMAO, LICIO B. R. R.; DE OLIVEIRA, MAURICIO C.; PERES, PEDRO L. D.; OLIVEIRA, RICARDO C. L. F.; IEEE. State-Feedback and Filtering Problems using the Generalized KYP Lemma. 2016 IEEE CONFERENCE ON COMPUTER AIDED CONTROL SYSTEM DESIGN (CACSD), v. N/A, p. 6-pg., . (15/13135-7, 14/06408-4)
ROMAO, LICIO B. R. R.; DE OLIVEIRA, MAURICIO C.; PERES, PEDRO L. D.; OLIVEIRA, RICARDO C. L. F.; IEEE. H-infinity filter design with low- and middle-frequency specifications for continuous-time linear systems: LMI conditions derived from two different extensions of the KYP lemma. 2018 ANNUAL AMERICAN CONTROL CONFERENCE (ACC), v. N/A, p. 6-pg., . (15/13135-7, 14/06408-4)

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