Jonathan H. Manton
Orcid: 0000-0002-5628-8563Affiliations:
- University of Melbourne, Department of Electrical and Electronic Engineering, Australia
According to our database1,
Jonathan H. Manton
authored at least 156 papers
between 1997 and 2023.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2016, "For contributions to geometric methods in signal processing and wireless communications".
Timeline
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Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
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on zbmath.org
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on orcid.org
On csauthors.net:
Bibliography
2023
Artif. Intell., November, 2023
Orthogonal AMP for Problems With Multiple Measurement Vectors and/or Multiple Transforms.
IEEE Trans. Signal Process., 2023
IEEE Control. Syst. Lett., 2023
Orthogonal AMP for Problems with Multiple Measurement Vectors and/or Multiple Transforms.
CoRR, 2023
On the tightness of information-theoretic bounds on generalization error of learning algorithms.
CoRR, 2023
2022
Tracking and Regret Bounds for Online Zeroth-Order Euclidean and Riemannian Optimization.
SIAM J. Optim., 2022
IEEE Trans. Pattern Anal. Mach. Intell., 2022
An Information-Theoretic Analysis for Transfer Learning: Error Bounds and Applications.
CoRR, 2022
On Causality in Domain Adaptation and Semi-Supervised Learning: an Information-Theoretic Analysis.
CoRR, 2022
Computationally-Efficient Sparsely-Connected Multi-Output Neural Networks for IM/DD System Equalization.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022
Proceedings of the IEEE Information Theory Workshop, 2022
2021
Towards Low Computational Complexity for Neural Network-Based Equalization in PAM4 Short-Reach Direct Detection Systems by Multi-Symbol Prediction.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021
Proceedings of the IEEE International Symposium on Information Theory, 2021
Proceedings of the Geometric Science of Information - 5th International Conference, 2021
2020
Non-Parametric Decompounding of Pulse Pile-Up Under Gaussian Noise With Finite Data Sets.
IEEE Trans. Signal Process., 2020
IEEE Signal Process. Mag., 2020
Proceedings of the IEEE International Symposium on Information Theory, 2020
New Insights on Learning Rules for Hopfield Networks: Memory and Objective Function Minimisation.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the 28th European Signal Processing Conference, 2020
2019
Proceedings of the Information Processing in Medical Imaging, 2019
Proceedings of the Geometric Science of Information - 4th International Conference, 2019
2018
The Existence Question for Maximum-Likelihood Estimators in Time-of-Arrival-Based Localization.
IEEE Signal Process. Lett., 2018
J. Math. Imaging Vis., 2018
Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018
Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018
A Distributed Transmission Scheduling Algorithm for Wireless Networks Based on the Ising Model.
Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018
Modeling the Respiratory Central Pattern Generator with Resonate-and-Fire Izhikevich-Neurons.
Proceedings of the Neural Information Processing - 25th International Conference, 2018
Numerical Optimisation of Time-Varying Strongly Convex Functions Subject to Time-Varying Constraints.
Proceedings of the 57th IEEE Conference on Decision and Control, 2018
2017
Riemannian Gaussian Distributions on the Space of Symmetric Positive Definite Matrices.
IEEE Trans. Inf. Theory, 2017
Tracking Electroencephalographic Changes Using Distributions of Linear Models: Application to Propofol-Based Depth of Anesthesia Monitoring.
IEEE Trans. Biomed. Eng., 2017
Mathematical model of TGF-βsignalling: feedback coupling is consistent with signal switching.
BMC Syst. Biol., 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Riemannian Gaussian Distributions on the Space of Positive-Definite Quaternion Matrices.
Proceedings of the Geometric Science of Information - Third International Conference, 2017
Proceedings of the Geometric Science of Information - Third International Conference, 2017
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017
Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017
2016
Optimal Cable Laying Across an Earthquake Fault Line Considering Elliptical Failures.
IEEE Trans. Reliab., 2016
IEEE Trans. Inf. Theory, 2016
Low-resolution reconstruction of intensity functions on the sphere for single-particle diffraction imaging.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
2015
A framework for generalising the Newton method and other iterative methods from Euclidean space to manifolds.
Numerische Mathematik, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
IEEE Trans. Commun., 2014
Neural Comput., 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
2013
IEEE Trans. Medical Imaging, 2013
Stationary Random Fields Arising From Second-Order Partial Differential Equations on Compact Lie Groups.
IEEE Trans. Inf. Theory, 2013
On Filtering with Observation in a Manifold: Reduction to a Classical Filtering Problem.
SIAM J. Control. Optim., 2013
IEEE J. Sel. Top. Signal Process., 2013
IEEE J. Sel. Top. Signal Process., 2013
Proceedings of the 32th IEEE Military Communications Conference, 2013
On data sparsification and a recursive algorithm for estimating a kernel-based measure of independence.
Proceedings of the IEEE International Conference on Acoustics, 2013
A quantitative technique for assessing the change in severity over time in psoriatic lesions using computer aided image analysis.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013
Proceedings of the 2013 Australian Control Conference, Fremantle, WA, 2013
2012
IEEE Trans. Inf. Theory, 2012
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Proceedings of the AI 2012: Advances in Artificial Intelligence, 2012
2011
IEEE J. Sel. Top. Signal Process., 2011
An introductory review of information theory in the context of computational neuroscience.
Biol. Cybern., 2011
Tracking Markov targets in binary sensor networks: Source coding and large deviation limits on the required number of queries.
Proceedings of the 8th International Conference on Information, 2011
2010
Stochastic Consensus Seeking With Noisy and Directed Inter-Agent Communication: Fixed and Randomly Varying Topologies.
IEEE Trans. Autom. Control., 2010
IEEE Commun. Mag., 2010
Autom., 2010
Proceedings of the International Conference on Image Processing, 2010
Proceedings of the Distributed Computing in Sensor Systems, 2010
2009
A Cross-Relation-Based Frequency-Domain Method for Blind SIMO-OFDM Channel Estimation.
IEEE Signal Process. Lett., 2009
IEEE Signal Process. Lett., 2009
Coordination and Consensus of Networked Agents with Noisy Measurements: Stochastic Algorithms and Asymptotic Behavior.
SIAM J. Control. Optim., 2009
Proceedings of the IEEE International Symposium on Information Theory, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the 23rd International Conference on Advanced Information Networking and Applications, 2009
2008
Progressive Linear Precoder Optimization for MIMO Packet Retransmissions Exploiting Channel Covariance Information.
IEEE Trans. Commun., 2008
Stochastic consensus seeking with measurement noise: Convergence and asymptotic normality.
Proceedings of the American Control Conference, 2008
2007
An Information Geometric Approach to ML Estimation With Incomplete Data: Application to Semiblind MIMO Channel Identification.
IEEE Trans. Signal Process., 2007
IEEE Signal Process. Lett., 2007
Stochastic approximation for consensus seeking: Mean square and almost sure convergence.
Proceedings of the 46th IEEE Conference on Decision and Control, 2007
Proceedings of the 46th IEEE Conference on Decision and Control, 2007
A Globally Convergent Conjugate Gradient Method for Minimizing Self-Concordant Functions with Application to Constrained Optimisation Problems.
Proceedings of the American Control Conference, 2007
Proceedings of the American Control Conference, 2007
Stochastic Double Array Analysis and Convergence of Consensus Algorithms with Noisy Measurements.
Proceedings of the American Control Conference, 2007
2006
Signal Process., 2006
IEEE J. Sel. Areas Commun., 2006
A centroid (Karcher mean) approach to the joint approximate diagonalisation problem: The real symmetric case.
Digit. Signal Process., 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the Ninth International Conference on Control, 2006
2005
IEEE Trans. Signal Process., 2005
IEEE Trans. Signal Process., 2005
Group decorrelation enhanced subspace method for identifying FIR MIMO channels driven by unknown uncorrelated colored sources.
IEEE Trans. Signal Process., 2005
On the algebraic identifiability of finite impulse response channels driven by linearly precoded signals.
Syst. Control. Lett., 2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Generalizations of the Rayleigh quotient iteration for the iterative refinement of the eigenvectors of real symmetric matrices.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005
2004
Blind identification of MIMO FIR systems driven by quasistationary sources using second-order statistics: a frequency domain approach.
IEEE Trans. Signal Process., 2004
Closed-form channel estimation for blind decoding of orthogonal space-time block codes.
Proceedings of IEEE International Conference on Communications, 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
A low complexity semi-blind channel identification and source recovery method for transmission systems with guard intervals.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
A globally convergent numerical algorithm for computing the centre of mass on compact Lie groups.
Proceedings of the 8th International Conference on Control, 2004
2003
Syst. Control. Lett., 2003
Design and analysis of linear precoders under a mean square error criterion, Part II: MMSE designs and conclusions.
Syst. Control. Lett., 2003
Design and analysis of linear precoders under a mean square error criterion, Part I: foundations and worst case designs.
Syst. Control. Lett., 2003
A subspace algorithm for guard interval based channel identification and source recovery requiring just two received blocks.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003
2002
IEEE Trans. Signal Process., 2002
The convex geometry of subchannel attenuation coefficients in linearly precoded OFDM Systems.
IEEE Trans. Inf. Theory, 2002
An improved least squares blind channel identification algorithm for linearly and affinely precoded communication systems.
IEEE Signal Process. Lett., 2002
Syst. Control. Lett., 2002
A frequency domain approach to blind identification of MIMO FIR systems driven by quasi-stationary signals.
Proceedings of the IEEE International Conference on Acoustics, 2002
Proceedings of the IEEE International Conference on Acoustics, 2002
Proceedings of the IEEE International Conference on Acoustics, 2002
Proceedings of the IEEE International Conference on Acoustics, 2002
2001
IEEE Trans. Signal Process., 2001
IEEE Commun. Lett., 2001
IEEE Commun. Lett., 2001
Spectrally balanced OFDM precoders for communications over unknown multipath channels.
Proceedings of the Sixth International Symposium on Signal Processing and its Applications, 2001
Proceedings of the Sixth International Symposium on Signal Processing and its Applications, 2001
Modified steepest descent and Newton algorithms for orthogonally constrained optimisation. Part II. The complex Grassmann manifold.
Proceedings of the Sixth International Symposium on Signal Processing and its Applications, 2001
Modified steepest descent and Newton algorithms for orthogonally constrained optimisation. Part I. The complex Stiefel manifold.
Proceedings of the Sixth International Symposium on Signal Processing and its Applications, 2001
Proceedings of the 2001 International Symposium on Circuits and Systems, 2001
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001
A Packet Based Channel Identification Algorithm For Wireless Multimedia Communications.
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001
Proceedings of the IEEE International Conference on Acoustics, 2001
Modified channel subspace method for identification of SIMO FIR channels driven by a trailing zero filter bank precoder.
Proceedings of the IEEE International Conference on Acoustics, 2001
2000
Proceedings of the IEEE International Conference on Acoustics, 2000
1999
IEEE Signal Process. Lett., 1999
1998
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998
1997
Proceedings of the 1997 IEEE International Conference on Communications: Towards the Knowledge Millennium, 1997