Tomas McKelvey

Orcid: 0000-0003-2982-5535

According to our database1, Tomas McKelvey authored at least 75 papers between 1996 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Building efficient CNNs using Depthwise Convolutional Eigen-Filters (DeCEF).
Neurocomputing, 2024

2023
Analysis of Interpolating Regression Models and the Double Descent Phenomenon.
CoRR, 2023

Deep Reinforcement Learning Based Grid-Forming Inverter.
Proceedings of the IEEE Industry Applications Society Annual Meeting, 2023

2022
A Parametric Approach to Space-Time Adaptive Processing in Bistatic Radar Systems.
IEEE Trans. Aerosp. Electron. Syst., 2022

Undiscounted control policy generation for continuous-valued optimal control by approximate dynamic programming.
Int. J. Control, 2022

Over-The-Air Identification of Coupled Nonlinear Distortion in a MIMO Radar.
Proceedings of the 12th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2022

2021
Predictive Energy Management of Hybrid Electric Vehicles via Multi-Layer Control.
IEEE Trans. Veh. Technol., 2021

Design and Comparative Analyses of Optimal Feedback Controllers for Hybrid Electric Vehicles.
IEEE Trans. Veh. Technol., 2021

Predictive Compensation of EAF Flicker, Voltage Dips Harmonics and Interharmonics Using Deep Learning.
Proceedings of the IEEE Industry Applications Society Annual Meeting, 2021

Neural Networks for the Estimation of Low-Order Statistical Moments of a Stochastic Dielectric.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2021

2020
Improving Linear State-Space Models with Additional Iterations.
CoRR, 2020

Mitigation of Ground Clutter in Airborne Bistatic Radar Systems.
Proceedings of the 11th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2020

2019
Separable Convolutional Eigen-Filters (SCEF): Building Efficient CNNs Using Redundancy Analysis.
CoRR, 2019

Learning Hierarchical Feature Space Using CLAss-specific Subspace Multiple Kernel - Metric Learning for Classification.
CoRR, 2019

An Improved Method for Parametric Spectral Estimation.
Proceedings of the IEEE International Conference on Acoustics, 2019

Deep Learning Based Harmonics and Interharmonics Pre-Detection Designed for Compensating Significantly Time-varying EAF Currents.
Proceedings of the 2019 IEEE Industry Applications Society Annual Meeting, Baltimore, MD, USA, September 29, 2019

Partial Discharge Classification in Power Electronics Applications using Machine Learning.
Proceedings of the 2019 IEEE Global Conference on Signal and Information Processing, 2019

Understanding Support Vector Machines with Polynomial Kernels.
Proceedings of the 27th European Signal Processing Conference, 2019

Auto-calibration of Uniform Linear Array Antennas.
Proceedings of the 27th European Signal Processing Conference, 2019

Auto-Calibration of Co-Located Uniform Linear Array Antennas.
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

2018
Remote Estimation of Correlated Sources Under Energy Harvesting Constraints.
IEEE Trans. Wirel. Commun., 2018

CLAss-Specific Subspace Kernel Representations and Adaptive Margin Slack Minimization for Large Scale Classification.
IEEE Trans. Neural Networks Learn. Syst., 2018

Supervisory controller for a LNT-SCR Diesel Exhaust After-Treatment System.
Proceedings of the 16th European Control Conference, 2018

2017
Transmission Strategies for Remote Estimation With an Energy Harvesting Sensor.
IEEE Trans. Wirel. Commun., 2017

Microwave technology for detecting traumatic intracranial bleedings: tests on phantom of subdural hematoma and numerical simulations.
Medical Biol. Eng. Comput., 2017

On robust optical flow estimation on image sequences with differently exposed frames using primal-dual optimization.
Image Vis. Comput., 2017

Simultaneous information and power transfer under a non-linear RF energy harvesting model.
Proceedings of the 2017 IEEE International Conference on Communications Workshops, 2017

Matched filter for microwave-based detection of dielectric objects in powders.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2017

2016
Driver-Gaze Zone Estimation Using Bayesian Filtering and Gaussian Processes.
IEEE Trans. Intell. Transp. Syst., 2016

Array response interpolation and DOA estimation with array response decomposition.
Signal Process., 2016

Performance Bounds for Remote Estimation under Energy Harvesting Constraints.
CoRR, 2016

Enhanced distance subset approximation using class-specific subspace kernel representation for kernel approximation.
Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016

Simultaneous information and power transfer with transmitters with hardware impairments.
Proceedings of the International Symposium on Wireless Communication Systems, 2016

Performance bounds for remote estimation with an energy harvesting sensor.
Proceedings of the IEEE International Symposium on Information Theory, 2016

Adaptive margin slack minimization in RKHS for classification.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Transmission strategies for remote estimation under energy harvesting constraints.
Proceedings of the 24th European Signal Processing Conference, 2016

2015
Automated Engine Calibration of Hybrid Electric Vehicles.
IEEE Trans. Control. Syst. Technol., 2015

A robust subspace classification scheme based on empirical intersection removal and sparse approximation.
Integr. Comput. Aided Eng., 2015

MIMO linear precoder design with non-ideal transmitters.
Proceedings of the 2015 International Symposium on Wireless Communication Systems (ISWCS), 2015

Wireless information and power transfer in MIMO channels under Rician fading.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Microwave resonator sensor for detection of dielectric objects in metal pipes.
Proceedings of the 2015 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Proceedings, 2015

Array calibration using array response interpolation and parametric modeling.
Proceedings of the 23rd European Signal Processing Conference, 2015

2014
Microwave-Based Stroke Diagnosis Making Global Prehospital Thrombolytic Treatment Possible.
IEEE Trans. Biomed. Eng., 2014

Feature reduction based on Sum-Of-SNR (SOSNR) optimization.
Proceedings of the IEEE International Conference on Acoustics, 2014

Multiclass Ridge-adjusted Slack Variable Optimization using selected basis for fast classification.
Proceedings of the 22nd European Signal Processing Conference, 2014

2013
Ridge-adjusted Slack Variable Optimization for supervised classification.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

Kernel SODA: A Feature Reduction Technique Using Kernel Based Analysis.
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

A classification scheme for 'high-dimensional-small-sample-size' data using soda and ridge-SVM with microwave measurement applications.
Proceedings of the IEEE International Conference on Acoustics, 2013

Super-Resolution reconstruction of High Dynamic Range images with perceptual weighting of errors.
Proceedings of the IEEE International Conference on Acoustics, 2013

A unified subspace classification framework developed for diagnostic system using microwave signal.
Proceedings of the 21st European Signal Processing Conference, 2013

Microwave technology for localization of traumatic intracranial bleedings - A numerical simulation study.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
A subspace learning algorithm for microwave scattering signal classification with application to wood quality assessment.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012

2011
Cerebrovascular Mechanical Properties and Slow Waves of Intracranial Pressure in TBI Patients.
IEEE Trans. Biomed. Eng., 2011

Plateau waves and baroreflex sensitivity in patients with head injury: A case study.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

A multidimensional signal processing approach for classification of microwave measurements with application to stroke type diagnosis.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2007
Reducing noise sensitivity in F-esprit using weighting matrices.
Proceedings of the 15th European Signal Processing Conference, 2007

2006
Constrained state-space system identification with application to structural dynamics.
Autom., 2006

Trends in systems and signals: Status report prepared by the IFAC Coordinating Committee on Systems and Signals.
Annu. Rev. Control., 2006

2004
An analysis of the parametrization by data driven local coordinates for multivariable linear systems.
Autom., 2004

Data driven local coordinates for multivariable linear systems and their application to system identification.
Autom., 2004

Consistency analysis of a frequency domain subspace algorithm for multi-component harmonic retrieval.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Low order sampled data H<sub>∞</sub> control using the delta operator and LMIs.
Proceedings of the 43rd IEEE Conference on Decision and Control, 2004

A system inversion approach on a crankshaft of an internal combustion engine.
Proceedings of the 43rd IEEE Conference on Decision and Control, 2004

Torque ratio concept for combustion phasing detection of a spark ignited engine.
Proceedings of the 43rd IEEE Conference on Decision and Control, 2004

Subspace methods for frequency domain data.
Proceedings of the 2004 American Control Conference, 2004

2003
A first-order statistical method for channel estimation.
IEEE Signal Process. Lett., 2003

2000
MA estimation in polynomial time.
IEEE Trans. Signal Process., 2000

Vector ARMA estimation: a reliable subspace approach.
IEEE Trans. Signal Process., 2000

On the finite length DFT of input-output signals of multivariable linear systems.
Proceedings of the 39th IEEE Conference on Decision and Control, 2000

1998
Discussion: 'On the Use of Minimal Parametrisations in Multivariable ARMAX Identification' by R. P. Guidorzi.
Eur. J. Control, 1998

1996
Minimum variance bounds for overparameterized models.
IEEE Trans. Autom. Control., 1996

Subspace-based multivariable system identification from frequency response data.
IEEE Trans. Autom. Control., 1996

Subspace identification from closed loop data.
Signal Process., 1996

Vibration data analysis for a commercial aircraft : Multivariable vibration data from an aircraft is analyzed using modern system identification tools. The identified linear vibrational model accurately describes the measured motion.
Autom., 1996

Subspace-based identification of infinite-dimensional multivariable systems from frequency-response data.
Autom., 1996


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