H-Index & Metrics Best Publications

H-Index & Metrics

Discipline name H-index Citations Publications World Ranking National Ranking
Computer Science D-index 49 Citations 12,436 352 World Ranking 2993 National Ranking 176
Electronics and Electrical Engineering D-index 42 Citations 9,370 243 World Ranking 1648 National Ranking 95

Research.com Recognitions

Awards & Achievements

2012 - Fellow of the Royal Academy of Engineering (UK)

2011 - IEEE Fellow For contributions to adaptive signal processing and its applications

Overview

What is he best known for?

The fields of study he is best known for:

  • Artificial intelligence
  • Algorithm
  • Statistics

Algorithm, Artificial intelligence, Adaptive filter, Control theory and Speech recognition are his primary areas of study. His Algorithm study combines topics in areas such as Probability density function, Mathematical optimization, Signal processing, Kalman filter and Noise measurement. His Artificial intelligence study integrates concerns from other disciplines, such as Computer vision and Pattern recognition.

His study in Adaptive filter is interdisciplinary in nature, drawing from both Convergence, Adaptive algorithm and Least squares. His Steady state study, which is part of a larger body of work in Control theory, is frequently linked to Turbomachinery, bridging the gap between disciplines. His Speech recognition research is multidisciplinary, relying on both Affective computing, Blind signal separation and Electroencephalography.

His most cited work include:

  • EEG Signal Processing (933 citations)
  • Recurrent Neural Networks for Prediction: Learning Algorithms,Architectures and Stability (515 citations)
  • Recurrent Neural Networks for Prediction (496 citations)

What are the main themes of his work throughout his whole career to date?

His scientific interests lie mostly in Algorithm, Artificial intelligence, Speech recognition, Pattern recognition and Electronic engineering. His biological study spans a wide range of topics, including Mathematical optimization, Communication channel and Signal processing. His research is interdisciplinary, bridging the disciplines of Computer vision and Artificial intelligence.

Jonathon A. Chambers works mostly in the field of Speech recognition, limiting it down to concerns involving Blind signal separation and, occasionally, Source separation, Frequency domain and Independent component analysis. His Pattern recognition research includes elements of Robustness and Electroencephalography. His Electronic engineering study combines topics from a wide range of disciplines, such as Fading, Relay, Block code, Orthogonal frequency-division multiplexing and Transmitter.

He most often published in these fields:

  • Algorithm (32.65%)
  • Artificial intelligence (25.93%)
  • Speech recognition (14.55%)

What were the highlights of his more recent work (between 2016-2021)?

  • Artificial intelligence (25.93%)
  • Algorithm (32.65%)
  • Pattern recognition (14.93%)

In recent papers he was focusing on the following fields of study:

Jonathon A. Chambers mainly investigates Artificial intelligence, Algorithm, Pattern recognition, Feature extraction and Kalman filter. The study of Artificial intelligence is intertwined with the study of Computer vision in a number of ways. His work deals with themes such as Filter, Communication channel, Bayesian probability, Noise measurement and Robustness, which intersect with Algorithm.

His studies in Communication channel integrate themes in fields like Relay and Electronic engineering. His work in the fields of Pattern recognition, such as Discriminative model and TIMIT, intersects with other areas such as Fusion. Jonathon A. Chambers combines subjects such as Speech recognition and Monaural with his study of Artificial neural network.

Between 2016 and 2021, his most popular works were:

  • A Novel Adaptive Kalman Filter With Inaccurate Process and Measurement Noise Covariance Matrices (132 citations)
  • A Novel Robust Student's t -Based Kalman Filter (95 citations)
  • A New Adaptive Extended Kalman Filter for Cooperative Localization (67 citations)

In his most recent research, the most cited papers focused on:

  • Artificial intelligence
  • Statistics
  • Algorithm

His primary areas of investigation include Artificial intelligence, Algorithm, Noise measurement, Mathematical optimization and Robustness. His Artificial intelligence research is multidisciplinary, incorporating perspectives in Computer vision and Pattern recognition. Jonathon A. Chambers works mostly in the field of Algorithm, limiting it down to topics relating to Probability density function and, in certain cases, Random variable, Degrees of freedom and Filter.

His Noise measurement research integrates issues from Filter, Statistics, Bayesian probability, Inverse-Wishart distribution and Trajectory. His Mathematical optimization research is multidisciplinary, incorporating elements of Maximum power transfer theorem and Transmitter power output. The Robustness study combines topics in areas such as Radar, Covariance matrix, Adaptive filter and Outlier.

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Best Publications

EEG Signal Processing

Saeid Sanei;Jonathon Chambers.
(2007)

2363 Citations

Recurrent Neural Networks for Prediction

Danilo P. Mandic;Jonathon A. Chambers.
Wiley Series in Adaptive and Learning Systems for Signal Processing, Communications, and Control (2001)

768 Citations

Recurrent Neural Networks for Prediction: Learning Algorithms,Architectures and Stability

Danilo P. Mandic;Jonathon Chambers.
(2001)

729 Citations

A Posture Recognition-Based Fall Detection System for Monitoring an Elderly Person in a Smart Home Environment

Miao Yu;A. Rhuma;S. M. Naqvi;Liang Wang.
international conference of the ieee engineering in medicine and biology society (2012)

284 Citations

Physical Layer Network Security in the Full-Duplex Relay System

Gaojie Chen;Yu Gong;Pei Xiao;Jonathon A. Chambers.
IEEE Transactions on Information Forensics and Security (2015)

252 Citations

Least mean mixed-norm adaptive filtering

J.A. Chambers;O. Tanrikulu;A.G. Constantinides.
Electronics Letters (1994)

222 Citations

Facial Expression Recognition in the Encrypted Domain Based on Local Fisher Discriminant Analysis

Yogachandran Rahulamathavan;Raphael C.-W. Phan;Jonathon A. Chambers;David J. Parish.
IEEE Transactions on Affective Computing (2013)

217 Citations

Motion-compensated noncontact imaging photoplethysmography to monitor cardiorespiratory status during exercise

Yu Sun;Yu Sun;Sijung Hu;Vicente Azorin-Peris;Stephen Greenwald.
Journal of Biomedical Optics (2011)

206 Citations

A robust mixed-norm adaptive filter algorithm

J. Chambers;A. Avlonitis.
IEEE Signal Processing Letters (1997)

199 Citations

A Novel Adaptive Kalman Filter With Inaccurate Process and Measurement Noise Covariance Matrices

Yulong Huang;Yonggang Zhang;Zhemin Wu;Ning Li.
IEEE Transactions on Automatic Control (2018)

175 Citations

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