Personal information

Statistics, Operational Research, Stochastic signal estimation
Spain

Biography

Raquel Caballero-Águila received the B.Sc. degree in Mathematics and the Ph.D. degree in Mathematical Sciences, both from the University of Granada (Spain), in 1997 and 1999 respectively. She joined the University of Jaén (Spain) in 1997, where she is currently a Professor with the Department of Statistics and Operations Research. She has authored or co-authored more than eighty papers in peer-reviewed international journals. Her current research interests include time-varying stochastic systems, complex networks, filtering, prediction and smoothing. She is a reviewer for Mathematical Reviews and serves on the editorial boards of Systems Science and Control Engineering and Mathematical Problems in Engineering.

Activities

Employment (4)

Universidad de Jaén: Jaén, ES

2021-10-14 to present | Professor (Catedrático de Universidad) (Departamento de Estadística e Investigación Operativa)
Employment
Source: Self-asserted source
Raquel Caballero-Aguila

Universidad de Jaén: Jaén, ES

2003-09-05 to 2021-10-13 | Associate Professor (Titular de Universidad) (Departamento de Estadística e Investigación Operativa)
Employment
Source: Self-asserted source
Raquel Caballero-Aguila

Universidad de Jaén: Jaén, ES

2003-04-01 to 2003-09-04 | Temporary Associate Professor (Titular de Universidad Interino) (Departamento de Estadística e Investigación Operativa)
Employment
Source: Self-asserted source
Raquel Caballero-Aguila

Universidad de Jaén: Jaén, Andalucía, ES

1997-10-15 to 2003-03-31 | Assistant Lecturer (Ayudante de Escuela) (Departamento de Estadística e Investigación Operativa)
Employment
Source: Self-asserted source
Raquel Caballero-Aguila

Education and qualifications (2)

Universidad de Granada: Granada, ES

1997-09 to 1999-12 | Doctora en Ciencias Matemáticas
Education
Source: Self-asserted source
Raquel Caballero-Aguila

Universidad de Granada: Granada, ES

1992-09 to 1997-06 | Licenciada en Ciencias Matemáticas (Pre-Bologna Bachelor's and Master's Degree equivalent)
Education
Source: Self-asserted source
Raquel Caballero-Aguila

Works (50 of 83)

Items per page:
Page 1 of 2

Cubature Kalman Filtering for Nonlinear Systems With Energy Harvesting Sensors Under Probabilistic Quantization Effects

IEEE Sensors Journal
2025 | Journal article
Contributors: Jiaxing Li; Zidong Wang; Jun Hu; Raquel Caballero-Águila
Source: check_circle
Crossref

Distributed State Estimation for Nonlinear Dynamical Networks With Stochastic Topological Structures Subject to Random Deception Attacks and Bit-Rate Constraints

IEEE Transactions on Systems, Man, and Cybernetics: Systems
2025 | Journal article
Contributors: Jun Hu; Bing Xu; Raquel Caballero-Águila; Chaoqing Jia; Hongli Dong
Source: check_circle
Crossref

Distributed estimation for uncertain systems subject to measurement quantization and adversarial attacks

Information Fusion
2025-08 | Journal article
Contributors: Raquel Caballero-Águila; Jun Hu; Josefa Linares-Pérez
Source: check_circle
Crossref

Distributed fusion filtering for multi-rate nonlinear systems with binary measurements under encryption and decryption scheme

Information Fusion
2025-05 | Journal article
Contributors: Jun Hu; Shuting Fan; Raquel Caballero-Águila; Mingqing Zhu; Guangchen Zhang
Source: check_circle
Crossref

Mixed Static-Dynamic Protocol-Based Tobit Recursive Filtering for Stochastic Nonlinear Systems Against Random False Data Injection Attacks

IEEE Transactions on Signal and Information Processing over Networks
2024 | Journal article
Contributors: Jun Hu; Shuo Yang; Raquel Caballero-Águila; Hongli Dong; Boying Wu
Source: check_circle
Crossref

Distributed fusion filtering for multi-sensor nonlinear networked systems with multiple fading measurements via stochastic communication protocol

Information Fusion
2024-12 | Journal article
Part of ISSN: 1566-2535
Contributors: Jun Hu; Zhibin Hu; Raquel Caballero-Águila; Xiaojian Yi
Source: Self-asserted source
Raquel Caballero-Aguila

Hybrid-attack-resistant distributed state estimation for nonlinear complex networks with random coupling strength and sensor delays

Journal of the Franklin Institute
2024-09 | Journal article
Contributors: Bingxin Lei; Jun Hu; Raquel Caballero-Águila; Cai Chen
Source: check_circle
Crossref

Filtering and smoothing estimation algorithms from uncertain nonlinear observations with time-correlated additive noise and random deception attacks

International Journal of Systems Science
2024-07-26 | Journal article
Part of ISSN: 0020-7721
Part of ISSN: 1464-5319
Contributors: R. Caballero-Águila; J. Hu; J. Linares-Pérez
Source: Self-asserted source
Raquel Caballero-Aguila

Unreliable networks with random parameter matrices and time-correlated noises: distributed estimation under deception attacks

Mathematical Biosciences and Engineering
2023 | Journal article
Part of ISSN: 1551-0018
Contributors: Raquel Caballero-Águila; María J. García-Ligero; Aurora Hermoso-Carazo; Josefa Linares-Pérez
Source: Self-asserted source
Raquel Caballero-Aguila

Quadratic estimation for stochastic systems in the presence of random parameter matrices, time-correlated additive noise and deception attacks

Journal of the Franklin Institute
2023-10 | Journal article
Contributors: Raquel Caballero-Águila; Josefa Linares-Pérez
Source: check_circle
Crossref

Distributed resilient fusion filtering for nonlinear systems with multiple missing measurements via dynamic event-triggered mechanism

Information Sciences
2023-08 | Journal article
Part of ISSN: 0020-0255
Contributors: Jun Hu; Zhibin Hu; Raquel Caballero-Águila; Cai Chen; Shuting Fan; Xiaojian Yi
Source: Self-asserted source
Raquel Caballero-Aguila

Distributed optimal fusion filtering for singular systems with random transmission delays and packet dropout compensations

Communications in Nonlinear Science and Numerical Simulation
2023-05 | Journal article
Part of ISSN: 1007-5704
Contributors: Jun Hu; Chen Wang; Raquel Caballero-Águila; Hongjian Liu
Source: Self-asserted source
Raquel Caballero-Aguila

Distributed fusion filtering for uncertain systems with coupled noises, random delays and packet loss prediction compensation

International Journal of Systems Science
2023-01-25 | Journal article
Contributors: R. Caballero-Águila; J. Linares-Pérez
Source: check_circle
Crossref
grade
Preferred source (of 5)‎

Two Compensation Strategies for Optimal Estimation in Sensor Networks with Random Matrices, Time-Correlated Noises, Deception Attacks and Packet Losses

Sensors
2022-11-04 | Journal article
Contributors: Raquel Caballero-Águila; Jun Hu; Josefa Linares-Pérez
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

THE BENEFITS OF USING SUPPLEMENTARY SELF-ASSESSMENT MATERIALS FOR FOREIGN STUDENTS

2021-07 | Conference paper
Contributors: Raquel Caballero-Águila; María Pilar Frías-Bustamante; Ana María Martínez-Rodríguez
Source: check_circle
Crossref

A Two-Phase Distributed Filtering Algorithm for Networked Uncertain Systems with Fading Measurements under Deception Attacks

Sensors
2020-11-11 | Journal article
Contributors: Raquel Caballero-Águila; Aurora Hermoso-Carazo; Josefa Linares-Pérez
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Networked fusion estimation with multiple uncertainties and time-correlated channel noise

Information Fusion
2020-02 | Journal article
Contributors: R. Caballero-Águila; A. Hermoso-Carazo; J. Linares-Pérez
Source: check_circle
Crossref

Distributed fusion estimation from measurements with correlated random parameter matrices and noise correlation

International Journal of Computer Mathematics
2020-02-01 | Journal article
Contributors: Raquel Caballero-Águila; Irene García-Garrido; Josefa Linares-Pérez
Source: check_circle
Crossref

Distributed fusion filtering for multi-sensor systems with correlated random transition and measurement matrices

International Journal of Computer Mathematics
2020-02-01 | Journal article
Contributors: Raquel Caballero-Águila; Irene García-Garrido; Josefa Linares-Pérez
Source: check_circle
Crossref

Centralized, distributed and sequential fusion estimation from uncertain outputs with correlation between sensor noises and signal

International Journal of General Systems
2019-10-03 | Journal article
Contributors: R. Caballero-Águila; A. Hermoso-Carazo; J. Linares-Pérez
Source: check_circle
Crossref

Covariance-Based Estimation for Clustered Sensor Networks Subject to Random Deception Attacks

Sensors
2019-07-14 | Journal article
Contributors: Raquel Caballero-Águila; Aurora Hermoso-Carazo; Josefa Linares-Pérez
Source: check_circle
Crossref

Networked distributed fusion estimation under uncertain outputs with random transmission delays, packet losses and multi-packet processing

Signal Processing
2019-03 | Journal article
Contributors: R. Caballero-Águila; A. Hermoso-Carazo; J. Linares-Pérez
Source: check_circle
Crossref

A new approach to distributed fusion filtering for networked systems with random parameter matrices and correlated noises

Information Fusion
2019-01 | Journal article
Contributors: R. Caballero-Águila; A. Hermoso-Carazo; J. Linares-Pérez; Z. Wang
Source: check_circle
Crossref

Centralized Fusion Approach to the Estimation Problem with Multi-Packet Processing under Uncertainty in Outputs and Transmissions

Sensors
2018-08 | Journal article
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Covariance-based fusion filtering for networked systems with random transmission delays and non-consecutive losses

International Journal of General Systems
2017-10-03 | Journal article
Contributors: R. Caballero-Águila; A. Hermoso-Carazo; J. Linares-Pérez
Source: check_circle
Crossref

Fusion Estimation from Multisensor Observations with Multiplicative Noises and Correlated Random Delays in Transmission

Mathematics
2017-09 | Journal article
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Optimal Fusion Estimation with Multi-Step Random Delays and Losses in Transmission

Sensors
2017-05 | Journal article
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Least‐Squares Filtering Algorithm in Sensor Networks with Noise Correlation and Multiple Random Failures in Transmission

Mathematical Problems in Engineering
2017-01 | Journal article
Contributors: R. Caballero-Águila; A. Hermoso-Carazo; J. Linares-Pérez; Huanqing Wang
Source: check_circle
Crossref

Distributed estimation based on covariances under network-induced phenomena described by random measurement matrices

International Journal of General Systems
2016 | Journal article
EID:

2-s2.0-84965007386

Contributors: Caballero-Águila, R.; Hermoso-Carazo, A.; Linares-Pérez, J.
Source: Self-asserted source
Raquel Caballero-Aguila via Scopus - Elsevier

Distributed fusion filters from uncertain measured outputs in sensor networks with random packet losses

Information Fusion
2016 | Journal article
EID:

2-s2.0-84979633695

Contributors: Caballero-Águila, R.; Hermoso-Carazo, A.; Linares-Pérez, J.
Source: Self-asserted source
Raquel Caballero-Aguila via Scopus - Elsevier

Fusion estimation using measured outputs with random parameter matrices subject to random delays and packet dropouts

Signal Processing
2016-10 | Journal article
Contributors: R. Caballero-Águila; A. Hermoso-Carazo; J. Linares-Pérez
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Networked Fusion Filtering from Outputs with Stochastic Uncertainties and Correlated Random Transmission Delays

Sensors
2016-06 | Journal article
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 3)‎

Quadratic estimation problem in discrete-time stochastic systems with random parameter matrices

Applied Mathematics and Computation
2016-01 | Journal article
Contributors: R. Caballero-Águila; I. García-Garrido; J. Linares-Pérez
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Distributed fusion filtering in networked systems with random measurement matrices and correlated noises

Discrete Dynamics in Nature and Society
2015 | Journal article
EID:

2-s2.0-84953338940

Contributors: Caballero-Águila, R.; García-Garrido, I.; Linares-Pérez, J.
Source: Self-asserted source
Raquel Caballero-Aguila via Scopus - Elsevier

Optimal state estimation for networked systems with random parameter matrices, correlated noises and delayed measurements

International Journal of General Systems
2015 | Journal article
EID:

2-s2.0-84926409839

Contributors: Caballero-Águila, R.; Hermoso-Carazo, A.; Linares-Pérez, J.
Source: Self-asserted source
Raquel Caballero-Aguila via Scopus - Elsevier

Covariance-based estimation algorithms in networked systems with mixed uncertainties in the observations

Signal Processing
2014 | Journal article
EID:

2-s2.0-84880861200

Contributors: Caballero-Águila, R.; Hermoso-Carazo, A.; Linares-Pérez, J.
Source: Self-asserted source
Raquel Caballero-Aguila via Scopus - Elsevier

Covariance-based estimation from multisensor delayed measurements with random parameter matrices and correlated noises

Mathematical Problems in Engineering
2014 | Journal article
EID:

2-s2.0-84904115774

Contributors: Caballero-Águila, R.; Hermoso-Carazo, A.; Linares-Pérez, J.
Source: Self-asserted source
Raquel Caballero-Aguila via Scopus - Elsevier

Information fusion algorithms for state estimation in multi-sensor systems with correlated missing measurements

Applied Mathematics and Computation
2014 | Journal article
EID:

2-s2.0-84888627799

Contributors: Caballero-Águila, R.; García-Garrido, I.; Linares-Pérez, J.
Source: Self-asserted source
Raquel Caballero-Aguila via Scopus - Elsevier

Optimal linear filter design for systems with correlation in the measurement matrices and noises: Recursive algorithm and applications

International Journal of Systems Science
2014 | Journal article
EID:

2-s2.0-84902551676

Contributors: Linares-Pérez, J.; Caballero-Águila, R.; García-Garrido, I.
Source: Self-asserted source
Raquel Caballero-Aguila via Scopus - Elsevier

Centralized fusion quadratic estimators in multi-sensor systems with correlated missing measurements

Applied Mathematical Sciences
2013 | Journal article
EID:

2-s2.0-84878668677

Contributors: García-Garrido, I.; Linares-Pérez, J.; Caballero-Águila, R.
Source: Self-asserted source
Raquel Caballero-Aguila via Scopus - Elsevier

Linear estimation based on covariances for networked systems featuring sensor correlated random delays

International Journal of Systems Science
2013 | Journal article
EID:

2-s2.0-84877658068

Contributors: Caballero-Águila, R.; Hermoso-Carazo, A.; Linares-Pérez, J.
Source: Self-asserted source
Raquel Caballero-Aguila via Scopus - Elsevier

Optimal fusion filtering in multisensor stochastic systems with missing measurements and correlated noises

Mathematical Problems in Engineering
2013 | Journal article
EID:

2-s2.0-84879292526

Contributors: Caballero-Águila, R.; García-Garrido, I.; Linares-Pérez, J.
Source: Self-asserted source
Raquel Caballero-Aguila via Scopus - Elsevier

RLS Wiener estimators from observations with multiple and random delays in linear discrete-time stochastic systems

Applied Mathematics and Computation
2013 | Journal article
EID:

2-s2.0-84886260782

Contributors: Nakamori, S.; Caballero-Águila, R.; Hermoso-Carazo, A.; Linares-Pérez, J.
Source: Self-asserted source
Raquel Caballero-Aguila via Scopus - Elsevier

Extended and unscented filtering algorithms in nonlinear fractional order systems with uncertain observations

Applied Mathematical Sciences
2012 | Journal article
EID:

2-s2.0-84863747386

Contributors: Caballero-Águila, R.; Hermoso-Carazo, A.; Linares-Pérez, J.
Source: Self-asserted source
Raquel Caballero-Aguila via Scopus - Elsevier

Least-squares linear estimators using measurements transmitted by different sensors with packet dropouts

Digital Signal Processing: A Review Journal
2012 | Journal article
EID:

2-s2.0-84865994293

Contributors: Caballero-Águila, R.; Hermoso-Carazo, A.; Linares-Pérez, J.
Source: Self-asserted source
Raquel Caballero-Aguila via Scopus - Elsevier

Recursive least-squares quadratic smoothing from measurements with packet dropouts

Signal Processing
2012 | Journal article
EID:

2-s2.0-83955161654

Contributors: Caballero-Águila, R.; Hermoso-Carazo, A.; Linares-Pérez, J.
Source: Self-asserted source
Raquel Caballero-Aguila via Scopus - Elsevier

Linear and quadratic estimation using uncertain observations from multiple sensors with correlated uncertainty

Signal Processing
2011 | Journal article
EID:

2-s2.0-77956174339

Contributors: Caballero-Águila, R.; Hermoso-Carazo, A.; Linares-Pérez, J.
Source: Self-asserted source
Raquel Caballero-Aguila via Scopus - Elsevier

Quadratic estimators from interrupted observations transmitted by different sensors

Applied Mathematical Sciences
2011 | Journal article
EID:

2-s2.0-84856526498

Contributors: Caballero-Águila, R.; Hermoso-Carazo, A.; Linares-Pérez, J.
Source: Self-asserted source
Raquel Caballero-Aguila via Scopus - Elsevier

A new estimation algorithm from measurements with multiple-step random delays and packet dropouts

Mathematical Problems in Engineering
2010 | Journal article
EID:

2-s2.0-77952520576

Contributors: Linares-Pérez, J.; Caballero-Águila, R.; Hermoso-Carazo, A.
Source: Self-asserted source
Raquel Caballero-Aguila via Scopus - Elsevier

Least-squares polynomial estimation from observations featuring correlated random delays

Methodology and Computing in Applied Probability
2010 | Journal article
EID:

2-s2.0-77954427158

Contributors: Caballero-Águila, R.; Hermoso-Carazo, A.; Linares-Pérez, J.
Source: Self-asserted source
Raquel Caballero-Aguila via Scopus - Elsevier
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Peer review (1 review for 1 publication/grant)

Review activity for Information fusion. (1)