Simon Godsill
Impact in
- Signal Processing top 0.2%
- Speech and Audio Processing
- Blind Source Separation Techniques
- Artificial Intelligence top 0.1%
- Target Tracking and Data Fusion in Sensor Networks
- Gaussian Processes and Bayesian Inference
- Bayesian Methods and Mixture Models
Papers in
-
- Speech and Audio Processing 78
- Blind Source Separation Techniques 55
- Music and Audio Processing 35
-
- Target Tracking and Data Fusion in Sensor Networks 125
- Gaussian Processes and Bayesian Inference 48
- Bayesian Methods and Mixture Models 47
- Co-authors
- Randal DoucChristophe AndrieuÉric MoulinesOlivier CappéJ. VermaakP. J. RaynerPatrick J. WolfeMike West
- Journals
- IEEE Transactions on Signal Processing (10 papers)IEEE Transactions on Aerospace and Electronic Systems (7 papers)IEEE Journal of Selected Topics in Signal Processing (6 papers)IEEE Transactions on Audio Speech and Language Processing (6 papers)The Journal of the Acoustical Society of America (4 papers)
- Partner nations
- United KingdomUnited StatesSouth Sudan
In The Last Decade
Simon Godsill
281 papers receiving 8.4k citations
Hit Papers
Peers
Comparison fields: 5 of 158
- Signal Processing 2.1k
- Artificial Intelligence 5.1k
- Computer Vision and Pattern Recognition 1.6k
- Statistics and Probability 606
- Control and Systems Engineering 1.3k
Countries citing papers authored by Simon Godsill
This map shows the geographic impact of Simon Godsill's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Simon Godsill with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Simon Godsill more than expected).
Fields of papers citing papers by Simon Godsill
This network shows the impact of papers produced by Simon Godsill. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Simon Godsill. The network helps show where Simon Godsill may publish in the future.
Co-authorship network
The 25 scholars most cited alongside Simon Godsill, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | 2025 | 1 | |
| 2 | 2023 | 2 | |
| 3 | 2021 | 8 | |
| 4 | Sparse structure inference for group and network tracking | 2016 | 6 |
| 5 | Sequential sparse system estimation for linear systems with nonlinear observations | 2016 | 1 |
| 6 | Rao-Blackwellised particle filter for star-convex extended target tracking models | 2016 | 15 |
| 7 | Dynamical models for tracking with the variable rate particle filter | 2012 | 9 |
| 8 | Structure inference for networks with general non-parametric inter-object relationships | 2012 | 3 |
| 9 | 2011 | 10 | |
| 10 | Bayesian interpolation in a dynamic sinusoidal model with application to packet-loss concealment | 2010 | 3 |
| 11 | Tracking of Multiple Contaminant Clouds | 2009 | 10 |
| 12 | Ground target group structure and state estimation with particle filtering | 2008 | 5 |
| 13 | 2005 | 232 | |
| 14 | Radial basis function regression using trans-dimensional sequential Monte Carlo | 2003 | 7 |
| 15 | Audio Signal Processing Using Complex Wavelets | 2003 | 4 |
| 16 | Extended object tracking with unknown association, missing observations, and clutter using particle filters | 2003 | 17 |
| 17 | Audio Signal Modelling Using Bayesian Atomic Decompositions | 2002 | 1 |
| 18 | Bayesian Estimation of Time-Frequency Coefficients for Audio Signal Enhancement | 2002 | 6 |
| 19 | The Application of Psychoacoustic Criteria to the Restoration of Musical Recordings | 2000 | 2 |
| 20 | MCMC METHODS FOR RESTORATION OF QUANTISED TIME SERIES | 1999 | 4 |
About Simon Godsill
Simon Godsill is a scholar working on Signal Processing, Artificial Intelligence, Statistics and Probability, Computer Vision and Pattern Recognition and Oceanography, having authored 294 papers that have together received 9.0k indexed citations. Recurring topics across this work include Target Tracking and Data Fusion in Sensor Networks (125 papers), Speech and Audio Processing (78 papers), Blind Source Separation Techniques (55 papers), Gaussian Processes and Bayesian Inference (48 papers), Bayesian Methods and Mixture Models (47 papers), Music and Audio Processing (35 papers), Image and Signal Denoising Methods (29 papers) and Advanced Adaptive Filtering Techniques (27 papers). The work is most often cited by research in Signal Processing (2.1k citations), Artificial Intelligence (5.1k citations), Computer Vision and Pattern Recognition (1.6k citations), Statistics and Probability (606 citations) and Control and Systems Engineering (1.3k citations). Simon Godsill has collaborated with scholars based in United Kingdom, United States and South Sudan. Frequent co-authors include Randal Douc, Christophe Andrieu, Éric Moulines, Olivier Cappé, J. Vermaak, P. J. Rayner, Patrick J. Wolfe, Mike West, Sze Kim Pang and Cédric Févotte. Their work appears in journals such as IEEE Transactions on Signal Processing, IEEE Transactions on Aerospace and Electronic Systems, IEEE Journal of Selected Topics in Signal Processing, IEEE Transactions on Audio Speech and Language Processing and The Journal of the Acoustical Society of America.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.