Signal Processing in the Networked Battlespace

Research output

Research output per year 2014 2014 2016 2017 2020

• 28 Conference contribution
• 18 Article
• 5 Paper

Research output per year

Research output per year

Search results

• 2020

  Coherent track-before-detect with micro-Doppler signature estimation in array radars

  Kim, K., Uney, M. & Mulgrew, B., 3 Mar 2020, In: IET Radar, Sonar and Navigation. 14, 4, p. 572-585

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Radar 100%
  • Array 100%
  • Estimation 100%
  • False Alarm 33%
  • Estimate 33%
• 2019

  Computational Load Balancing on the Edge in Absence of Cloud and Fog

  Sthapit, S., Thompson, J., Robertson, N. M. & Hopgood, J. R., 1 Jul 2019, In: IEEE Transactions on Mobile Computing. 18, 7, p. 1499 - 1512 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Computational Load 100%
  • Load Balancing 100%
  • Algorithms 100%
  • Mobile Device 66%
  • Simulation 33%

• Tradeoffs in detection and localisation performance for mobile sensor scanning strategies

  Spyrou, L., Chambers, P., Sellathurai, M. & Thompson, J., 1 Jul 2019, 2019 Sensor Signal Processing for Defence Conference, SSPD 2019. Institute of Electrical and Electronics Engineers, 8751640. (2019 Sensor Signal Processing for Defence Conference, SSPD 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Detection 100%
  • Mobile Sensor 100%
  • Sensor 100%
  • Channels 40%
  • Wired Network 20%

• Fusion of finite set distributions: Pointwise consistency and global cardinality

  Uney, M., Houssineau, J., Delande, E., Julier, S. J. & Clark, D., 16 Jan 2019, (E-pub ahead of print) In: IEEE Transactions on Aerospace and Electronic Systems. p. 1-1 5 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Consistency 100%
  • Distribution 100%
  • Pointwise 100%
  • Cardinality 100%
  • Finite Set 100%

• Estimation of drone micro-Doppler signatures by track-before-detect array radars

  Kim, K., Uney, M. & Mulgrew, B., 2019, International Radar Conference (Radar 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• 2018

  Computationally simple MMSE (A-optimal) Adaptive Beam-pattern Design for MIMO Active Sensing Systems via a Linear-Gaussian Approximation

  Herbert, S., Hopgood, J. R. & Mulgrew, B., 15 Sept 2018, In: IEEE Transactions on Signal Processing. 66, 18, p. 4935 - 4945 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Sensing System 100%
  • Design 100%
  • Mean-Squared-Error 100%
  • Beam Pattern 100%
  • Detection 100%

• MMSE Adaptive Waveform Design for a MIMO Active Sensing System Tracking Multiple Moving Targets

  Herbert, S., Hopgood, J. & Mulgrew, B., 15 Apr 2018, (Accepted/In press) IEEE International Conference on Acoustics, Speech and Signal Processing. Institute of Electrical and Electronics Engineers

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Sensing System 100%
  • Design 100%
  • Mean-Squared-Error 100%
  • Multiple-Input Multiple-Output 100%
  • Moving Target 100%

• Latent parameter estimation in fusion networks using separable likelihoods

  Uney, M., Mulgrew, B. & Clark, D., 12 Apr 2018, In: IEEE Transactions on Signal and Information Processing Over Networks. 4, 4, p. 752 - 768 16 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Parameter Estimation 100%
  • Networks 100%
  • Sensor 80%
  • Filtering 40%
  • Approximation (Algorithm) 40%

• MMSE adaptive waveform design for active sensing with applications to MIMO radar

  Herbert, S., Hopgood, J. & Mulgrew, B., 1 Mar 2018, In: IEEE Transactions on Signal Processing. 66, 5, p. 1361 - 1373

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • MIMO Radar 100%
  • Design 100%
  • Applications 100%
  • Multiple-Input Multiple-Output 100%
  • Utilization 100%

• Sensor scheduling with time, energy and communication constraints

  Rusu, C., Thompson, J. & Robertson, N. M., 15 Jan 2018, In: IEEE Transactions on Signal Processing. 66, 2, p. 528 - 539 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Communication 100%
  • Sensor 100%
  • Scheduling 100%
  • Algorithms 100%
  • Scheduling Problem 66%

• Sparsity Driven GMTI Processing Framework with Multichannel SAR

  Wu, D., Yaghoobi Vaighan, M. & Davies, M., 2018, In: IEEE Transactions on Geoscience and Remote Sensing.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Multichannel 100%
  • Sparsity 100%
  • Synthetic Aperture Radar 100%
  • Moving Target 100%
  • Speed 20%
• 2017

  Attribute-Enhanced Face Recognition with Neural Tensor Fusion Networks

  Hu, G., Yang, H., Yuan, Y., Zhang, Z., Lu, Z., Mukherjee, S. S., Hospedales, T., Robertson, N. M. & Yang, Y., 25 Dec 2017, The International Conference on Computer Vision (ICCV 2017). Institute of Electrical and Electronics Engineers, p. 3764-3773 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Face Recognition 100%
  • Networks 100%
  • Neural Network 33%
  • Recognition Performance 33%
  • Optimization 33%

• Optimality Criteria for Adaptive Waveform Design in MIMO Radar Systems

  Herbert, S., Hopgood, J. & Mulgrew, B., 6 Dec 2017, Sensor Signal Processing for Defence. p. 11-15 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • MIMO Radar 100%
  • Design 100%
  • Optimality 100%
  • Radar Systems 100%
  • Optimal Design 50%

• Node Sampling by Partitioning on Graphs via Convex Optimization

  Rusu, C. & Thompson, J., 1 Dec 2017, 2017 Sensor Signal Processing for Defence Conference (SSPD). p. 1-5 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Non-Cooperative Target Localisation Using Rank Based EDM Approach

  Shoukry, H., Vuppala, S., Chambers, P., Sellathurai, M. & Thompson, J., 1 Dec 2017, 2017 Sensor Signal Processing for Defence Conference (SSPD). p. 1-4 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Matrix Approach 100%
  • Distance Matrix 100%
  • Sensor 100%
  • Euclidean Distance 100%
  • Algorithms 75%

• Distributed Computational Load Balancing for Real-Time Applications

  Sthapit, S., Hopgood, J. & Thompson, J., 31 Oct 2017, 25th European Signal Processing Contribution (EUSIPCO 2017).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Computational Load 100%
  • Mobile Device 100%
  • Load Balancing 100%
  • Real-Time Application 100%
  • Algorithms 100%

• Improved Image Discrimination Using Fast Non-linear Orthogonal Dictionary Learning

  Chhabra, P., Wallace, A. & Hopgood, J., 28 Aug 2017, p. 5.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • Dictionary Learning 100%
  • Dictionary 75%
  • Real World 50%
  • Classification 50%
  • Algorithms 50%

• Learning Fast Sparsifying Transforms

  Rusu, C. & Thompson, J., 15 Aug 2017, In: IEEE Transactions on Signal Processing. 65, 16, p. 4367 - 4378

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Dictionary 100%
  • Application 40%
  • Basic Transformation 40%
  • Given Rotation 40%
  • Sparse Representation 20%

• Learning fast sparsifying overcomplete dictionaries

  Rusu, C. & Thompson, J., 1 Aug 2017, 2017 25th European Signal Processing Conference (EUSIPCO). p. 723-727 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• On the use of tight frames for optimal sensor placement in time-difference of arrival localization

  Rusu, C. & Thompson, J., 1 Aug 2017, 2017 25th European Signal Processing Conference (EUSIPCO). p. 1415-1419 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Spatially distributed MIMO sonar systems: principles and capabilities

  Pailhas, Y., Petillot, Y., Brown, K. & Mulgrew, B., 12 Jul 2017, In: IEEE Journal of Oceanic Engineering. 42, 3, p. 738 - 751

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Sonar 100%
  • Output 100%
  • Sonar System 100%
  • Targets 57%
  • View 42%

• Improving Object Detector Algorithms using Uncertainty and Reliability

  Blair, C., Thompson, J. & Robertson, N., 10 Jun 2017, (Unpublished) In: Image and vision computing. 29 p.

  Research output: Contribution to journal › Article

  • Algorithms 100%
  • Reliability 100%
  • Object Detector 100%
  • Support Vector Machine 50%
  • SAS 50%

• Simultaneous tracking and long time integration for detection in collaborative array radars

  Kim, K., Uney, M. & Mulgrew, B., 10 May 2017, Proceedings of the 2017 IEEE Radar Conference . Institute of Electrical and Electronics Engineers, p. 200-205 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Arrays 100%
  • Detection 100%
  • Tracking 100%
  • Radar 100%
  • Time Integration 100%

• Balanced sensor management across multiple time instances via l-1/l-infinity norm minimization

  Rusu, C., Thompson, J. & Robertson, N. M., 1 Mar 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). p. 3311-3315 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 2016

  Robust Indoor Speaker Recognition in a Network of Audio and Video Sensors

  D'Arca, E., Robertson, N. & Hopgood, J., Dec 2016, In: Signal Processing. 129, p. 137–149

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Sensor 100%
  • Speaker Recognition 100%
  • Networks 100%
  • Speaker Diarization 66%
  • Multimodality 33%

• Fast Orthonormal Sparsifying Transforms Based on Householder Reflectors

  Rusu, C., Gonzalez-Prelcic, N. & Heath, R., 19 Oct 2016, (E-pub ahead of print) In: IEEE Transactions on Signal Processing. 64, 24, p. 6589 - 6599

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Dictionary 100%
  • Algorithms 100%
  • Sparse Representation 66%
  • Computational Complexity 66%
  • Dictionary Learning 66%

• Fast Sparse Raman Spectral Unmixing for Chemical Fingerprinting and Quantification

  Yaghoobi Vaighan, M., Wu, D., Clewes, R. & Davies, M., 26 Sept 2016, SPIE Security + Defence. Edinburgh, p. 1-11 11 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

• Detection of manoeuvring low SNR objects in receiver arrays

  Kim, K., Uney, M. & Mulgrew, B., 22 Sept 2016, Proceedings of the SSPD Conference 2016. 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Arrays 100%
  • Detection 100%
  • Pulses 100%
  • Receiver Array 100%
  • Algorithms 100%

• Digital Elevation Model Aided SAR-based GMTI Processing in Urban Environments

  Wu, D., Yaghoobi Vaighan, M. & Davies, M., 22 Sept 2016, Digital Elevation Model Aided SAR-based GMTI Processing in Urban Environments. Edinburgh, p. 1-5 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

• Offloading to Neighbouring Nodes in Smart Camera Network

  Sthapit, S., Hopgood, J., Robertson, N. & Thompson, J., 1 Sept 2016, European Signal Processing Conference (EUSIPCO).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Neighboring Node 100%
  • Networks 100%
  • Algorithms 100%
  • Mobile Device 50%
  • Neighboring Device 25%

• Distributed localisation of sensors with partially overlapping field-of-views in fusion networks

  Uney, M., Mulgrew, B. & Clark, D., 5 Jul 2016. 8 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • Sensor 100%
  • Networks 100%
  • Filtering 20%
  • Simulation 10%
  • Markov Random Fields 10%

• A new approach to moving targets and background separation in multi-channel SAR

  Wu, D., Yaghoobi Vaighan, M. & Davies, M., 3 Jun 2016, 2016 IEEE Radar Conference, RadarConf 2016. Institute of Electrical and Electronics Engineers, 7485296

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Synthetic Aperture Radar 100%
  • Channels 100%
  • Targets 100%
  • Synthetic Aperture 100%
  • Statics 40%

• Distributed estimation of latent parameters in state space models using separable likelihoods

  Uney, M., Mulgrew, B. & Clark, D., 20 Mar 2016. 6 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • Sensor 100%
  • State Space 100%
  • Models 100%
  • Computation 40%
  • Approximation (Algorithm) 40%

• A Cooperative Approach to Sensor Localisation in Distributed Fusion Networks

  Uney, M., Mulgrew, B. & Clark, D., 1 Mar 2016, In: IEEE Transactions on Signal Processing. 64, 5, p. 1187-1199 13 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Sensor 100%
  • Networks 100%
  • Information Object 50%
  • Algorithms 50%
  • Filtering 25%

• Phase Recovery for 3D SAR Range Focusing

  Yaghoobi Vaighan, M., Davies, M. & Kelly, S. I., 26 Feb 2016, (Accepted/In press) IEEE Radar Conference. p. 1-5 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

• Range focusing in volumetric SAR: A phase recovery approach

  Yaghoobi Vaighan, M. & Davies, M., 2016, Proceedings of the European Conference on Synthetic Aperture Radar, EUSAR. Institute of Electrical and Electronics Engineers, p. 1-4 4 p. 7559329

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Synthetic Aperture Radar 100%
  • Focusing 100%
  • Volumetrics 100%
  • Recovery Phase 100%
  • Error 75%
• 2015

  Fast non-negative orthogonal least squares

  Yaghoobi Vaighan, M. & Davies, M., 22 Dec 2015, 2015 23rd European Signal Processing Conference, EUSIPCO 2015. Institute of Electrical and Electronics Engineers, p. 479-483 5 p. 7362429

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Least Squares Methods 100%
  • Algorithms 83%
  • Classes 33%
  • Matrix Factorization 16%
  • Iterations 16%

• CFAR analysis of the multicoset-thresholding detector: Application to the low complexity sub-Nyquist Radar Electronic Surveillance

  Yaghoobi Vaighan, M., Mulgrew, B., Davies, M. & Stove, A., 16 Nov 2015, 2015 3rd International Workshop on Compressed Sensing Theory and its Applications to Radar, Sonar, and Remote Sensing, CoSeRa 2015. Institute of Electrical and Electronics Engineers, p. 61-65 5 p. 7330264

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Radar 100%
  • Surveillance 100%
  • Utilization 100%
  • Complexity 100%
  • Channels 100%

• Fast Non-Negative Orthogonal Matching Pursuit

  Yaghoobi, M., Wu, D. & Davies, M. E., 30 Sept 2015, In: IEEE Signal Processing Letters. 22, 9, p. 1229-1233 5 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Orthogonal Matching Pursuit 100%
  • Algorithms 75%
  • Representation 25%
  • Positivity Constraint 25%
  • Matrix Factorization 25%

• Maximum likelihood signal parameter estimation via track before detect

  Uney, M., Mulgrew, B. & Clark, D., 9 Sept 2015, (Accepted/In press) Proceedings of the Sensor Signal Processing for Defence Conference, 2015. 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Maximum Likelihood 100%
  • Parameter Estimation 100%
  • Targets 100%
  • Output 66%
  • Detection 66%

• Distributed Implementation for Person Re-identification

  Sthapit, S., Thompson, J., Hopgood, J. & Robertson, N., Sept 2015, Sensor Signal Processing for Defence 2015.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Distributed Systems 100%
  • Person Re-Identification 100%
  • Energy Consumption 50%
  • Unsupervised Method 25%
  • Network Usage 25%

• Sparsity based Ground Moving Target Imaging via Multi-Channel SAR

  Wu, D., Yaghoobi Vaighan, M. & Davies, M., Sept 2015, Sensor Signal Processing for Defence (SSPD). p. 1-5 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  File
• 2014

  A Sparse Regularized Model for Raman Spectral Analysis.

  Wu, D., Yaghoobi Vaighan, M., Kelly, S., Davies, M. & Clewes, R., 8 Sept 2014.

  Research output: Contribution to conference › Paper › peer-review

• Parallel Processing of the Fast Decimation-in-image Back-projection Algorithm for SAR.

  Kelly, S., Davies, M. & Thompson, J., 8 Sept 2014.

  Research output: Contribution to conference › Paper › peer-review

• Dictionary Subselection Using an Overcomplete Joint Sparsity Model

  Yaghoobi, M., Daudet, L. & Davies, M. E., 1 Sept 2014, In: IEEE Transactions on Signal Processing. 62, 17, p. 4547 - 4556 10 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Joint Sparsity 100%
  • Models 100%
  • Dictionary 100%
  • Sparse Representation 11%
  • Representation 11%

• Target aided online sensor localisation in bearing only clusters

  Uney, M., Mulgrew, B. & Clark, D., 1 Sept 2014, Sensor Signal Processing for Defence (SSPD), 2014. Institute of Electrical and Electronics Engineers, p. 1-5 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Sensor 100%
  • Recursion 25%
  • Received Signal Strength 25%
  • Accuracy 25%
  • Initialization 25%

• An efficient implementation of the low-complexity multi-coset sub-Nyquist wideband radar electronic surveillance

  Yaghoobi, M., Mulgrew, B. & Davies, M. E., Sept 2014, Sensor Signal Processing for Defence (SSPD), 2014 . Institute of Electrical and Electronics Engineers, p. 1-5 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Complexity 100%
  • Efficient Implementation 100%
  • Radar 100%
  • Electronics 100%
  • Nyquist Frequency 100%

• Regional variance for multi-object filtering

  Delande, E., Uney, M., Houssineau, J. & Clark, D., 1 Jul 2014, In: IEEE Transactions on Signal Processing. 62, 13, p. 3415 -- 3428 13 p.

  Research output: Contribution to journal › Article › peer-review

  • Targets 100%
  • Filtering 100%
  • Number 100%
  • Variance 100%
  • Algorithms 66%

• Look who's talking: Detecting the dominant speaker in a cluttered scenario

  D'Arca, E., Robertson, N. M. & Hopgood, J., 4 May 2014, IEEE International Conference on Acoustics, Speech and Signal Processing. Florence: Institute of Electrical and Electronics Engineers, p. 1532-1536 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Algorithms 100%
  • False Positive 50%
  • Probability 50%
  • Correlation 50%
  • Cepstral Coefficient 50%

• A low-complexity sub-Nyquist sampling system for wideband Radar ESM receivers

  Yaghoobi, M., Lexa, M., Millioz, F. & Davies, M. E., 1 May 2014, Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on. Institute of Electrical and Electronics Engineers, p. 1788-1792 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Complexity 100%
  • Receivers 100%
  • Radar 100%
  • Electronic Support Measure 100%
  • Sampling System 100%