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Article

Khattak, Faizan A. and Proudler, Ian K. and Weiss, Stephan (2024) Scalable analytic eigenvalue extraction algorithm. IEEE Access, 12. pp. 166652-166659. ISSN 2169-3536

Khattak, Faizan A. and Proudler, Ian K. and Weiss, Stephan (2024) Polynomial power method : an extension of the standard power method to para-Hermitian matrices. Science Talks, 10. 100326. ISSN 2772-5693

Weiss, Stephan and Proudler, Ian K. and Barbarino, Giovanni and Pestana, Jennifer and McWhirter, John G. (2024) On properties and structure of the analytic singular value decomposition. IEEE Transactions on Signal Processing, 72. pp. 2260-2275. ISSN 1053-587X

Neo, Vincent W. and Redif, Soydan and McWhirter, John G. and Pestana, Jennifer and Proudler, Ian K. and Weiss, Stephan and Naylor, Patrick A. (2023) Polynomial eigenvalue decomposition for multichannel broadband signal processing : a mathematical technique offering new insights and solutions. IEEE Signal Processing Magazine, 40 (7). pp. 18-37. ISSN 1053-5888

Weiss, Stephan and Proudler, Ian and Coutts, Fraser Kenneth and Khattak, Faizan Ahmad (2023) Eigenvalue decomposition of a parahermitian matrix : extraction of analytic Eigenvectors. IEEE Transactions on Signal Processing, 71. pp. 1642-1656. ISSN 1053-587X

Sun, Mengwei and Davies, Mike E. and Proudler, Ian Keith and Hopgood, James R. (2023) Adaptive kernel Kalman filter. IEEE Transactions on Signal Processing, 71. pp. 713-726. ISSN 1053-587X

Sun, Mengwei and Davies, Mike E. and Proudler, Ian K. and Hopgood, James R. (2022) Adaptive kernel Kalman filter based belief propagation algorithm for maneuvering multi-target tracking. IEEE Signal Processing Letters, 29. pp. 1452-1456. ISSN 1070-9908

Weiss, Stephan and Proudler, Ian K. and Coutts, Fraser K. (2021) Eigenvalue decomposition of a parahermitian matrix : extraction of analytic eigenvalues. IEEE Transactions on Signal Processing, 69. pp. 722-737. ISSN 1053-587X

Coutts, Fraser K. and Proudler, Ian K. and Weiss, Stephan (2019) Efficient implementation of iterative polynomial matrix EVD algorithms exploiting structural redundancy and parallelisation. IEEE Transactions on Circuits and Systems I: Regular Papers, 66 (12). pp. 4753-4766. ISSN 1549-8328

Ilioudis, Christos V. and Clemente, Carmine and Proudler, Ian and Soraghan, John (2019) Generalised ambiguity function for MIMO radar systems. IEEE Transactions on Aerospace and Electronic Systems. ISSN 0018-9251

Weiss, Stephan and Pestana, Jennifer and Proudler, Ian K. and Coutts, Fraser K. (2018) Correction to "On the existence and uniqueness of the eigenvalue decomposition of a parahermitian matrix". IEEE Transactions on Signal Processing, 66 (23). pp. 6325-6327. ISSN 1053-587X

Gaglione, Domenico and Clemente, Carmine and Ilioudis, Christos V. and Persico, Adriano Rosario and Proudler, Ian K. and Soraghan, John J. and Farina, Alfonso (2018) Waveform design for communicating radar systems using fractional Fourier transform. Digital Signal Processing, 80. pp. 57-69. ISSN 1051-2004

Weiss, Stephan and Pestana, Jennifer and Proudler, Ian K. (2018) On the existence and uniqueness of the eigenvalue decomposition of a parahermitian matrix. IEEE Transactions on Signal Processing, 66 (10). pp. 2659-2672. ISSN 1053-587X

Book Section

Wright, James S. and Sun, Mengwei and Davies, Mike E. and Proudler, Ian K. and Hopgood, James R.; (2024) Implementation of AKKF-based multi-sensor fusion methods in Stone Soup. In: 2024 27th International Conference on Information Fusion (FUSION). IEEE, ITA, pp. 1-7. ISBN 9781737749769

Khattak, Faizan A. and Bakhit, Mohammed and Proudler, Ian K. and Weiss, Stephan; (2024) Extraction of analytic singular values of a polynomial matrix. In: 32nd European Signal Processing Conference. IEEE, FRA, pp. 1297-1301. ISBN 9789464593617

Khattak, Faizan A. and Proudler, Ian K. and Weiss, Stephan; (2024) Scalable extraction of analytic eigenvalues from a parahermitian matrix. In: 32nd European Signal Processing Conference. IEEE, FRA, pp. 1317-1321. ISBN 9789464593617

Bakhit, Mohammed A. and Khattak, Faizan A. and Proudler, Ian K. and Weiss, Stephan and Rice, Garrey W.; (2024) Compact order polynomial singular value decomposition of a matrix of analytic functions. In: 2023 IEEE 9th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP). IEEE, CRI, pp. 416-420. ISBN 9798350344523

Khattak, Faizan A. and Proudler, Ian K. and Weiss, Stephan; (2023) Generalized polynomial power method. In: 2023 Sensor Signal Processing for Defence Conference (SSPD). IEEE, GBR. ISBN 9798350337327

Wright, James S. and Hopgood, James R. and Davies, Mike E. and Proudler, Ian K. and Sun, Mengwei; (2023) Implementation of adaptive kernel Kalman filter in stone soup. In: 2023 Sensor Signal Processing for Defence Conference (SSPD). IEEE, Piscataway, NJ, pp. 1-5. ISBN 9798350337327

Khattak, Faizan A. and Proudler, Ian K. and McWhirter, John G. and Weiss, Stephan; (2023) Generalised sequential matrix diagonalisation for the SVD of polynomial matrices. In: 2023 Sensor Signal Processing for Defence Conference (SSPD). IEEE, GBR. ISBN 9798350337327

Macdonald, Sofie and Proudler, Ian and Davies, Michael E. and Hopgood, James R.; (2022) Performance evaluation of simultaneous sensor registration and object tracking algorithm. In: 2022 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, MFI 2022. IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems . IEEE, Piscataway, NJ. ISBN 9781665460262

Khattak, Faizan A. and Proudler, Ian K. and Weiss, Stephan; (2022) Enhanced space-time covariance estimation based on a system identification approach. In: 2022 Sensor Signal Processing for Defence Conference, SSPD 2022 - Proceedings. 2022 Sensor Signal Processing for Defence Conference, SSPD 2022 - Proceedings . IEEE, GBR. ISBN 9781665483483

Weiss, Stephan and Delaosa, Connor and Matthews, James and Proudler, Ian K. and Jackson, Ben A.; (2021) Detection of weak transient signals using a broadband subspace approach. In: 2021 Sensor Signal Processing for Defence Conference (SSPD). IEEE, GBR. ISBN 9781665433150

Alinaghi, Atiyeh and Weiss, Stephan and Stankovic, Vladimir and Proudler, Ian; (2021) Graph filter design for distributed network processing : a comparison between adaptive algorithms. In: 2021 Sensor Signal Processing for Defence Conference (SSPD). IEEE, GBR. ISBN 9781665433150

Proudler, Ian K. and Stankovic, Vladimir and Weiss, Stephan; (2020) Narrowband angle of arrival estimation exploiting graph topology and graph signals. In: 2020 Sensor Signal Processing for Defence Conference (SSPD). IEEE, GBR. ISBN 9781728138114

Sun, Mengwei and Davies, Mike E. and Proudler, Ian and Hopgood, James R.; (2020) A Gaussian process based method for multiple model tracking. In: 2020 Sensor Signal Processing for Defence Conference, SSPD 2020. 2020 Sensor Signal Processing for Defence Conference, SSPD 2020 . IEEE, GBR. ISBN 9781728138107

Redif, Soydan and Pestana, Jennifer and Proudler, Ian K.; (2019) Analysis of broadband GEVD-based blind source separation. In: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, Piscataway, NJ, pp. 8028-8032. ISBN 9781479981311

Coutts, Fraser K. and Corr, Jamie and Thompson, Keith and Weiss, Stephan and Proudler, Ian K. and McWhirter, John G.; (2016) Multiple shift QR decomposition for polynomial matrices. In: 11th IMA International Conference on Mathematics in Signal Processing. Institute of Mathematics and its Applications, GBR, pp. 1-4.

Alzin, Ahmed and Coutts, Fraser K. and Corr, Jamie and Weiss, Stephan and Proudler, Ian K. and Chambers, Jonathon A.; (2016) Polynomial matrix formulation-based Capon beamformer. In: 11th IMA International Conference on Mathematics in Signal Processing. Institute of Mathematics and its Applications, GBR.

Coutts, Fraser K. and Corr, Jamie and Thompson, Keith and Weiss, Stephan and Proudler, Ian K. and McWhirter, John G.; (2016) Memory and complexity reduction in parahermitian matrix manipulations of PEVD algorithms. In: 2016 24th European Signal Processing Conference. IEEE, HUN, pp. 1633-1637. ISBN 9780992862657

Conference or Workshop Item

Bakhit, Mohammed A. and Khattak, Faizan A. and Proudler, Ian K. and Weiss, Stephan (2024) Impact of estimation errors of a matrix of transfer functions onto its analytic singular values and their potential algorithmic extraction. In: IEEE High Performance Extreme Computing Conference, 2024-09-23 - 2024-09-27. (In Press)

Khattak, Faizan A. and Bakhit, Mohammed and Proudler, Ian K. and Weiss, Stephan (2024) Scalable approach for analytic polynomial subspace projection matrices for a space-time covariance matrix. In: IEEE High Performance Extreme Computing Conference, 2024-09-23 - 2024-09-27. (In Press)

Khattak, Faizan A. and Proudler, Ian K. and Weiss, Stephan (2023) Low-rank para-Hermitian matrix EVD via polynomial power method with deflation. In: 9th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2023-12-10 - 2023-12-13.

Khattak, Faizan A. and Bakhit, Mohammed and Proudler, Ian K. and Weiss, Stephan (2023) Smooth QR decomposition of polynomial matrices. In: 9th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2023-12-10 - 2023-12-13.

Khattak, Faizan Ahmad and Proudler, Ian and Weiss, Stephan (2023) Extension of power method to para-Hermitian matrices : polynomial power method. In: 31st European Signal Processing Conference, 2023-09-04 - 2023-09-08.

Weiss, Stephan and Proudler, Ian K. and Coutts, Fraser K. (2023) Polynomial matrix algebra with applications. In: UDRC-EURASIP Summer School 2023, 2023-06-19 - 2023-06-22, University of Edinburgh.

Khattak, Faizan A. and Weiss, Stephan and Proudler, Ian K. and McWhirter, John G. (2022) Space-time covariance matrix estimation : loss of algebraic multiplicities of Eigenvalues. In: 56th Asilomar Conference on Signals, Systems, and Computers, 2021-11-30 - 2022-11-03, Pacific Grove, CA.

Khattak, Faizan and Proudler, Ian K. and Weiss, Stephan (2022) Support estimation of analytic eigenvectors of parahermitian matrices. In: International Conference on Recent Advances in Electrical Engineering and Computer Sciences, 2022-10-18 - 2022-10-20, Pakistan Institute of Engineering and Applied Sciences.

Weiss, Stephan and Proudler, Ian K. (2022) Introduction to polynomial matrix algebra and applications. In: UDRC-EURASIP Summer School 2022, 2022-06-27 - 2022-06-30, University of Edinburgh.

Khattak, Faizan Ahmad and Weiss, Stephan and Proudler, Ian (2021) Fast givens rotation approach to second order sequential best rotation algorithms. In: International Conference in Sensor Signal Processing for Defence, 2021-09-14 - 2021-09-15.

Delaosa, Connor and Pestana, Jennifer and Weiss, Stephan and Proudler, Ian (2020) Subspace perturbation bounds with an application to angle of arrival estimation using the MUSIC algorithm. In: International Conference on Sensor Signal Processing for Defence, 2020-09-15 - 2020-09-16.

Weiss, Stephan and Proudler, Ian K. and Coutts, Fraser K. and Deeks, Julian (2020) Extraction of analytic eigenvectors from a parahermitian matrix. In: International Conference on Sensor Signal Processing for Defence, 2020-09-15 - 2020-09-16.

Weiss, Stephan and Proudler, Ian K. and Coutts, Fraser K. and Pestana, Jennifer (2019) Iterative approximation of analytic eigenvalues of a parahermitian matrix EVD. In: 2019 International Conference on Acoustics, Speech, and Signal Processing, 2019-05-12 - 2019-05-17.

Weiss, Stephan and Proudler, Ian K. and MacLeod, Malcolm D. (2019) Measuring smoothness of real-valued functions defined by sample points on the unit circle. In: Sensor Signal Processing for Defence 2019, 2019-05-09 - 2019-05-10. (In Press)

Coutts, Fraser Kenneth and Thompson, Keith and Pestana, Jennifer and Proudler, Ian and Weiss, Stephan (2018) Enforcing eigenvector smoothness for a compact DFT-based polynomial eigenvalue decomposition. In: 10th IEEE Workshop on Sensor Array and Multichannel Signal Processing, 2018-07-08 - 2018-07-11.

Coutts, Fraser K. and Thompson, Keith and Weiss, Stephan and Proudler, Ian K. (2017) Analysing the performance of divide-and-conquer sequential matrix diagonalisation for large broadband sensor arrays. In: IEEE International Workshop on Signal Processing Systems, 2017-10-03 - 2017-10-05.

Coutts, Fraser K. and Corr, Jamie and Thompson, Keith and Weiss, Stephan and Proudler, Ian K. and McWhirter, John G. (2017) Complexity and search space reduction in cyclic-by-row PEVD algorithms. In: 50th Asilomar Conference on Signals, Systems and Computers, 2016-11-06 - 2016-11-09, Asilomar Conference Ground.

Ilioudis, Christos and Clemente, Carmine and Proudler, Ian and Soraghan, John (2016) MIMO radar ambiguity functions : a case study. In: 11th IMA International Conference on Mathematics in Signal Processing, 2016-12-12 - 2016-12-14, IET Austin Court.