Dr Iñaki Esnaola
School of Electrical and Electronic Engineering
Senior Lecturer
esnaola@sheffield.ac.uk
+44 114 222 5648
+44 114 222 5648
Amy Johnson Building
Full contact details
Dr Iñaki Esnaola
School of Electrical and Electronic Engineering
Amy Johnson Building
Portobello Street
ºù«Ӱҵ
S1 3JD
School of Electrical and Electronic Engineering
Amy Johnson Building
Portobello Street
ºù«Ӱҵ
S1 3JD
- Profile
-
I received my MSc in Electrical Engineering from the University of Navarra, Spain in 2006 and a PhD in Electrical Engineering from the University of Delaware, Newark, DE in 2011. I am currently a Senior Lecturer in the Department of Automatic Control and Systems Engineering at ºù«Ӱҵ, and a Visiting Research Collaborator in the Department of Electrical Engineering at Princeton University, NJ.
In 2010-2011 I was a Research Intern at Bell Laboratories, Alcatel-Lucent, Holmdel, NJ, and in 2011-2013 I was a Postdoctoral Research Associate at Princeton University. My research interests include information theory and communication theory with an emphasis on the application to electricity grid problems.
- Research interests
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I am interested in understanding the role of information in monitoring, communication, and decision making systems. My research lies broadly in:
- Information theory and data science
- Machine learning and high-dimensional statistics
- Cybersecurity
- Detection and mitigation of data integrity attacks
- Privacy and confidentiality
- Information processes on cyberphysical systems
- Robust estimation with imperfect information
- Optimal sensor placement problems
- Publications
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Journal articles
- . Water Research, 122718-122718.
- . IEEE Transactions on Information Theory, 1-1.
- . IEEE Transactions on Image Processing, 31, 4817-4827.
- . IEEE Transactions on Control Systems Technology, 1-16.
- . Autonomous Robots, 44(1), 93-114.
- . IFAC-PapersOnLine, 53(2), 1517-1524.
- . IFAC-PapersOnLine, 53(2), 3488-3495.
- . IEEE Transactions on Smart Grid.
- . IEEE Transactions on Smart Grid, 10(4), 4057-4067.
- . IEEE Transactions on Information Theory, 64(7), 5326-5358.
- . IEEE Transactions on Communications, 66(2), 615-628.
- . IEEE Sensors Journal, 17(10), 3152-3164.
- . IEEE Transactions on Smart Grid, 7(4), 2007-2015.
- . IEEE Transactions on Neural Networks and Learning Systems, 27(8), 1773-1786.
- . IEEE Transactions on Wireless Communications, 13(2), 846-860.
- . IEEE Transactions on Information Theory, 59(7), 4139-4170.
- . IEEE Journal on Selected Areas in Communications, 31(7), 1306-1318.
- . IEEE Transactions on Communications, 61(8), 3438-3447.
- SPADEH: A Sparsity Based Denoising Method of Digital Holograms without Knowing the Noise Statistics. Optics Express, 20(15), 17250-17257.
- Joint Source-Channel Coding of Sources with Memory using Turbo Codes and the Burrows-Wheeler Transform. IEEE Transactions on Communications, 58(7), 1984-1992.
- . IET Smart Grid.
- The Worst-Case Data-Generating Probability Measure in Statistical Learning. Special Issue: Information-Theoretic Methods for Trustworthy and Reliable Machine Learning paper in the IEEE Journal on Selected Areas in Information Theory.
- Asymptotic Learning Requirements for Stealth Attacks on Linearized State Estimation. IEEE Transactions on Smart Grid.
- Stealth Data Injection Attacks with Sparsity Constraints. IEEE Transactions on Smart Grid.
- Data-Driven Modeling and Monitoring of Fuel Cell Performance. International Journal of Hydrogen Energy..
- Optimal Control over Multiple Input Lossy Channels.
Conference proceedings papers
- . 2024 IEEE International Symposium on Information Theory (ISIT) (pp 759-764), 7 July 2024 - 12 July 2024.
- . 2024 UKACC 14th International Conference on Control (CONTROL), 10 April 2024 - 12 April 2024.
- . IFAC-PapersOnLine, Vol. 56(2) (pp 3818-3823). Yokohama, Japan, 9 July 2023 - 9 July 2023.
- . 2023 IEEE International Symposium on Information Theory (ISIT), 25 June 2023 - 30 June 2023.
- . 2023 IEEE International Symposium on Information Theory (ISIT), 25 June 2023 - 30 June 2023.
- . 2022 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), 13 September 2022 - 16 September 2022.
- . 2022 IEEE International Symposium on Information Theory (ISIT), 26 June 2022 - 1 July 2022.
- . 2021 IEEE International Conference on Image Processing (ICIP), 19 September 2021 - 22 September 2021.
- . 2021 XXIII Symposium on Image, Signal Processing and Artificial Vision (STSIVA), 15 September 2021 - 17 September 2021.
- . 2020 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm), 11 November 2020 - 13 November 2020.
- . 2019 IEEE International Symposium on Information Theory (ISIT) (pp 2154-2158). Paris, France, 7 July 2019 - 12 July 2019.
- . 2019 IEEE Data Science Workshop (DSW), 2 June 2019 - 5 June 2019.
- . ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 12 May 2019 - 17 May 2019.
- . Proceedings of 2017 IEEE International Conference on Smart Grid Communications (SmartGridComm) (pp 277-282). Dresden, Germany, 23 October 2017 - 27 October 2017.
- . Proceedings of 2017 IEEE International Conference on Smart Grid Communications (SmartGridComm) (pp 455-460). Dresden, Germany, 23 October 2017 - 27 October 2017.
- . 2016 IEEE Statistical Signal Processing Workshop (SSP), 26 June 2016 - 29 June 2016.
- . IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC, Vol. 2016-August
- . 2016 UKACC 11th International Conference on Control (CONTROL), 31 August 2016 - 2 September 2016.
- . 2016 IEEE Information Theory Workshop (ITW), 11 September 2016 - 14 September 2016.
- (pp 471-483)
- . 2015 Sensor Data Fusion: Trends, Solutions, Applications (SDF), 6 October 2015 - 8 October 2015.
- . 2015 Sensor Data Fusion: Trends, Solutions, Applications (SDF), 6 October 2015 - 8 October 2015.
- . 2014 IEEE Global Conference on Signal and Information Processing (GlobalSIP), 3 December 2014 - 5 December 2014.
- Simultaneous Information and Power Transfer in Wireless Cooperative Networks. 8th International Conference on Communications and Networking in China. Guilin, China, 14 August 2013 - 16 February 2014.
- A Statistical Physics Approach to the Wiretap Channel. IEEE international Symposium on Information Theory. Istanbul, Turkey
- . Optical Modelling and Design II
- . IEEE International Symposium on Information Theory - Proceedings (pp 716-720)
- . 2012 IEEE 3rd International Conference on Smart Grid Communications, SmartGridComm 2012 (pp 312-317)
- . IEEE International Conference on Communications (pp 2521-2525)
- . 2012 IEEE 3rd International Conference on Smart Grid Communications, SmartGridComm 2012 (pp 306-311)
- Universal Denoising of Digital Holograms Using Compressed Sensing. EOS Topical Meeting on Optical Microsystems. Capri, Italy
- Orthogonal Matching Pursuit Based Recovery for Correlated Sources with Partially Disjoint Supports. Conference on Information Sciences and Systems. Princeton, NJ
- Distributed analog coding of correlated Gaussian sources. Allerton Conference on Communication, Control, and Computing. Monticello, IL
- Linear Analog Coding of General Multivariate Gaussian Sources. IEEE Information Theory Workshop. Taormina, Italy
- Distributed Analog Linear Coding of Correlated Gaussian Sources over Multiple Access Channels. IEEE International Symposium on Wireless Communications. Siena, Italy
- Analysis and Optimization of Distributed Linear Coding of Gaussian Sources. Conference on Information Sciences and Systems. Baltimore, MD
- MMSE Estimation of Distributely Coded Correlated Gaussian Sources Using Random Projections. IEEE Global Communications Conference. New Orleans, LA
- Distributed Compression of Correlated Signals Using Random Projections. Data Compression Conference. Snowbird, UT
- Distributed Compression of Correlated Real Sequences Using Random Projections. IEEE Information Theory Workshop. Porto, Portugal
- Exploiting Prior Knowledge in the Recovery of Signals from Noisy Random Projections. Data Compression Conference. Snowbird, UT
- Exploiting Prior Knowledge in the Recovery of Non-Sparse Signals from Noisy Random Projections. Conference on Information Sciences and Systems. Baltimore, MD
- Source Controlled Coding of Sources with Memory Using the Burrows Wheeler Transform. International Symposium on Turbo Codes. Munich, Germany
- Source controlled turbo coding of sources with Memory using the burrows wheeler transform. TURBO - CODING 2006 - 4th International Symposium on Turbo Codes and Related Topics and 6th International ITG-Conference on Source and Channel Coding
- Compresión de Fuentes con Memoria mediante Códigos LDPC y la Transformada de Burrows-Wheeler. Simposium Nacional de la Unión CientÃfica Internacional de Radio. Gandia, Spain
- Generalization Analysis of Machine Learning Algorithms via the Worst-Case Data-Generating Probability. Proceedings of the AAAI conference on artificial intelligence
Patents
- Method Apparatus for Low Complexity Robust Reconstruction of Noisy Signals. (United States). Appl. 21 Mar 2013.
Reports
- Compressed Sensing Estimation of SCM Urban Channels
- Robust Reconstruction of Correlated Sparse Signals from Few Noisy Observations: Information Theoretic Bounds
- Channel State Information Acquisition in Wireless Systems Using Distributed Compressed Sensing
- . Water Research, 122718-122718.
- Grants
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Research Grants
- Sustainable advanced manufacturing via machine learning-assisted exploitation of sensing and data infrastructure, RCUK, 01/09/2022 - 31/03/2023, £58,153, as PI
- Teaching activities
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- ACS232 Signals, Systems, and Communications
- ACS6106 Cybersecurity for control systems
- Professional activities and memberships
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Patents
Tulino AM & Esnaola I (2013) Method Apparatus for Low Complexity Robust Reconstruction of Noisy Signals. (United States). Appl. 21 Mar 2013
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