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Publications

Journal Papers

Conference Papers 

  • M. Juhlin, J. Swärd, M. Pesavento, and A. Jakobsson, "Estimating Faults Modes in Ball Bearing Machinery Using a Sparse Reconstruction Framework", to be presented at 26th European Signal Processing Conference,

    Rome, Italy, September 3-7, 2018.

  • J. Brynolfsson, J. Swärd, A. Jakobsson, and M. Sandsten, "Least Squares and Maximum Likelihood Estimation of Mixed Spectra", to be presented at 26th European Signal Processing Conference,

    Rome, Italy, September 3-7, 2018.

  • M. Jälmby, J. Swärd, F. Elvander, and A. Jakobsson, "Computationally Efficient Estimation of Multi-dimensional Damped Modes Using Sparse Wideband Dictionaries", to be presented at 26th European Signal Processing Conference,

    Rome, Italy, September 3-7, 2018.

  • F. Ågren, J. Swärd, and A. Jakobsson, "On Selecting Antenna Placements In Indoor Radio Environments'', The 43rd International Conference on Acoustics, Speech and Signal Processing,

    Calgary, Canada, April 15-20, 2018.

  • F. Elvander, J. Swärd, and A. Jakobsson, "Grid-less Estimation of Saturated Signal", 51st Asilomar Conference on Signals, Systems and Computers, Pacific Grove, October 29- November 1, 2017.
  • J. Swärd, F. Elvander,  and A. Jakobsson, "Designing Optimal Sampling Schemes for Multi-Dimensional Data", 51st Asilomar Conference on Signals, Systems and Computers, Pacific Grove, October 29- November 1, 2017.
  • J. Swärd, F. Elvander, and A. Jakobsson, "Designing Optimal Sampling Schemes", 25th European Signal Processing Conference, Kos, Greece, August 28- September 2, 2017.
  • M. Klasson, S. I. Adalbjörnsson, J. Swärd, and S. V. Andersen, "Conjugate-Prior-Regularized Multinomial pLSA for Collaborative Filtering",  25th European Signal Processing Conference, Kos, Greece, August 28- September 2, 2017.
  • J. Swärd, S. I. Adalbjörnsson, and A. Jakobsson, "Generalization of the Sparse iterative Covariance-based Estimator'',  The 42nd International Conference on Acoustics, Speech and Signal Processing, New Orleans, USA, March 5-9, 2017. [pdf]
  • M. Butsenko, J. Swärd, and A. Jakobsson, "Estimating Sparse Signals Using Integrated Wide-Band Dictionaries'', The 42nd International Conference on Acoustics, Speech and Signal Processing, New Orleans, USA,  March 5-9, 2017.
  • S. Lei, F. Elvander, J. Swärd, S. I. Adalbjörnsson, and A. Jakobsson,"Computationally Efficient Multi-Pitch Estimation Using Sparsity'', 11th IMA International Conference on Mathematics in Signal Processing, Birmingham, England, December 12-14, 2016.
  • S. I. Adalbjörnsson, J. Swärd, and A. Jakobsson, "Enhancing Smoothness in Amplitude Modulated Sparse Signals'', 11th IMA International Conference on Mathematics in Signal Processing, Birmingham, England, December 12-14, 2016.
  • F. Elvander, J. Swärd, and A. Jakobsson, "Time-recursive multi-pitch estimation using group sparse recursive least squares'', 50th Asilomar Conference on Signals, Systems and Computers, Pacific Grove, Nov. 6-9, 2016.
  • S. I. Adalbjörnsson, J. Swärd, M. Ö. Berg, S. V. Anderson, and A. Jakobsson,"Conjugate Priors for Gaussian Emission PLSA Recommender Systems'', The 24th European Signal Processing Conference, Budapest, Hungary,  August 29- September 2, 2016.
  • J. Swärd, S. I. Adalbjörnsson, and A. Jakobsson, "Computationally Efficient Estimation of Multi-Dimensional Spectral Lines'', The 41st International Conference on Acoustics, Speech and Signal Processing,Shanghai, China,  March 20-25, 2016.
  • M. Juhlin, T. Kronvall, J. Swärd, and A. Jakobsson, "Smooth Spectral Estimation Using Covariance Fitting'', The 23nd European Signal Processing Conference, Nice, France, August 31 - September 4, 2015.
  • J. Swärd, J. Brynolfsson, A. Jakobsson, and M. Sandsten, "Sparse Semi-parametric Chirp Estimation", 8th Asilomar Conference on Signals, Systems and Computers, Pacific Grove, Nov. 2-5, 2014.
  • S. I. Adalbjörnsson, J. Swärd, A. Jakobsson, and T. Kronvall, "A Sparse Approach for Estimation of Amplitude Modulated Sinusoids'', 48th Asilomar Conference on Signals, Systems and Computers, Pacific Grove, Nov. 2-5, 2014.
  • J. Swärd, J. Brynolfsson, A. Jakobsson, M. Sandsten, "Smooth 2D Frequency Estimation Using Covariance Fitting'', 22nd European Signal Processing Conference, Lisbon, Portugal, September 1-5, 2014.
  • S. I. Adalbjörnsson, J. Swärd, and A. Jakobsson, "High resolution sparse estimation of exponentially decaying two-dimensional-signals'', 22nd European Signal Processing Conference, Lisbon, Portugal, September 1-5, 2014.
  • J. Swärd and A. Jakobsson, "Canceling Stationary Interference Signals Exploiting Secondary Data'', 22nd European Signal Processing Conference, Lisbon, Portugal, September 1-5, 2014.
  • J. Swärd, S. I. Adalbjörnsson, A. Jakobsson, "High Resolution Sparse Estimation of Exponentially Decaying Signals'', The 39th International Conference on Acoustics, Speech, and Signal Processing, Florence, Italy, May 4-9, 2014.
  • J. Brynolfsson, J. Swärd, A. Jakobsson, and M. Sandsten, "Smooth Time-Frequency Estimation using Covariance Fitting'', The 39th International Conference on Acoustics, Speech, and Signal Processing, Florence, Italy, May 4-9, 2014.
  • S. I. Adalbjörnsson, J. Swärd, and A. Jakobsson, "Likelihood-based Estimation of Periodicities in Symbolic Sequences'', The 21st European Signal Processing Conference, Marrakech, Marocco, September 9-13, 2013.
  • J. Swärd, and A. Jakobsson, "Subspace-based Estimation of Symbolic Periodicities'', The 38th International Conference on Acoustics, Speech, and Signal Processing, Vancouver, Canada, May 26-31, 2013.

  • T. Kronvall, J. Swärd, and A. Jakobsson, "Non-Parametric Data-Dependent Estimation of Spectroscopic

    Echo-Train Signals'',{\em The 38th International Conference on Acoustics, Speech, and Signal Processing}, Vancouver, Canada, May 26-31, 2013.

 

 

 

 Thesis

  • J. Swärd, "Parameter Estimation - In Sparsity We Trust", Doctoral Thesis in Mathematical Statistics, Lund Institute of Technology, Lund, Sweden, September 2017.
  • J. Swärd, "Sparse Reconstruction Techniques with Applications", Licentiate of Engineering Thesis, Lund Institute of Technology, Lund, Sweden, April 2015.

 

Sidansvarig:  | 2018-05-23