Journal Papers

2015 - 2016
J2 - J. Murray-Bruce and P.L. Dragotti, Physics-driven quantized consensus for distributed diffusion source estimation using sensor networks, EURASIP Journal on Advances in Signal Processing, vol. 2016(14), February 2016 (open access). PDF BIB
J1 - J. Murray-Bruce and P.L. Dragotti, Estimating localized sources of diffusion fields using spatiotemporal sensor measurements, IEEE Transactions on Signal Processing, vol. 63(12), pp.3018-3031, June 2015 (open access). PDF BIB DEMO

Conference Papers

2014 - 2016
C6 - J. Murray-Bruce and P.L. Dragotti, Solving Physics-driven Inverse Problems via Structured Least Squares, 2016 European Signal Processing Conference (EUSIPCO 2016), Budapest, Hungary, August 2016. PDF BIB
C5 - J. Murray-Bruce and P.L. Dragotti, Reconstructing Non-point Sources of Diffusion Fields using Sensor Measurements, IEEE Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP 2016), Shanghai, China, March 2016. PDF BIB
C4 - J. Murray-Bruce and P.L. Dragotti, Consensus for the Distributed Estimation of Point Diffusion Sources in Sensor Networks, IEEE Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP 2015), Brisbane, Australia, April 2015. PDF BIB
C3 - J. Murray-Bruce and P.L. Dragotti, Estimation of Multiple Instantaneous Point Sources of Advection-Diffusion Fields from Field Samples, 10th International Conference on Mathematics in Signal Processing (IMA), Birmingham, UK, December 2014. PDF BIB
C2 - J. Murray-Bruce and P.L. Dragotti, Reconstructing Diffusion Fields Sampled with a Network of Arbitrarily Distributed Sensors, 2014 European Signal Processing Conference (EUSIPCO 2014), Lisbon, Portugal, September 2014. PDF BIB
C1 - J. Murray-Bruce and P.L. Dragotti, Spatiotemporal Sampling and Reconstruction of Diffusion Fields Induced by Point Sources, IEEE Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP 2014), Florence, Italy, May 2014. PDF BIB

Talks and Presentations

T1 - J. Murray-Bruce and P.L. Dragotti, Sensor Networks and Inverse Problems of Diffusion Fields, 53rd Annual Allerton Conference on Communication, Control, and Computing, May 2015 (Invited Talk - Special Session on Inverse Problems). SLIDES