Parameter Estimation - in sparsity we trust

Research output

Research output per year 2015 2016 2017 2018 2018

• 8 Article
• 1 Paper in conference proceeding

Research output per year

Research output per year

Search results

• 2018

  Generalized sparse covariance-based estimation

  Swärd, J., Adalbjörnsson, S. I. & Jakobsson, A., 2018 Feb 1, In: Signal Processing. 143, p. 311-319 9 p.

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

  • Algorithms 100%
  • Estimator 100%
  • Performance 40%
  • Problem Formulation 25%
  • Sparsity 25%

• Off-grid Fundamental Frequency Estimation

  Sward, J., Li, H. & Jakobsson, A., 2018 Feb, In: IEEE/ACM Transactions on Audio, Speech, and Language Processing. 26, 2, p. 296-303

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

  • Frequency Estimation 100%
  • Harmonics 40%
  • Cost Function 40%
  • Performance 20%
  • Simulated Data 20%

• Estimating Sparse Signals Using Integrated Wideband Dictionaries

  Butsenko, M., Svard, J. & Jakobsson, A., 2018, In: IEEE Transactions on Signal Processing. 66, 16, p. 4170-4181

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

  • Elements 100%
  • Sparse Signal 100%
  • Estimation Theory 100%
  • Estimator 66%
  • Performance 33%

• Multi-dimensional grid-less estimation of saturated signals

  Elvander, F., Swärd, J. & Jakobsson, A., 2018, In: Signal Processing. 145, p. 37-47 11 p.

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

  • Algorithms 100%
  • Linear Constraint 50%
  • Minimization Problem 50%
  • Signal Parameter 50%
  • Atomic Norm Minimization 50%
• 2017

  Designing optimal sampling schemes

  Swärd, J., Elvander, F. & Jakobsson, A., 2017 Oct 23, 25th European Signal Processing Conference, EUSIPCO 2017. IEEE - Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 912-916 5 p. 8081340

  Research output: Chapter in Book/Report/Conference proceeding › Paper in conference proceeding › peer-review

  • Bounds 100%
  • Class 50%
  • Selection 50%
  • Nonuniform 50%

• Online Estimation of Multiple Harmonic Signals

  Elvander, F., Swärd, J. & Jakobsson, A., 2017 Feb, In: IEEE/ACM Transactions on Audio, Speech, and Language Processing. 25, 2, p. 273-284 12 p.

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

  • Training Data 100%
  • Algorithms 50%
  • Estimation Algorithm 50%
  • recursive least square 50%
• 2016

  High resolution sparse estimation of exponentially decaying N-dimensional signals

  Swärd, J., Adalbjörnsson, S. I. & Jakobsson, A., 2016 Nov 1, In: Signal Processing. 128, p. 309-317 9 p.

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

  • Modeling 100%
  • Matrix (Mathematics) 100%
  • Refines 100%
  • Fourier Matrix 100%
  • Unknown Number 100%

• Sparse Semi-Parametric Estimation of Harmonic Chirp Signals

  Swärd, J., Brynolfsson, J., Jakobsson, A. & Sandsten, M., 2016, In: IEEE Transactions on Signal Processing. 64, 7, p. 1798-1807

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

  File

  • Harmonics 100%
  • Parametric Estimation 100%
  • Chirp Signal 100%
  • Performance 50%
  • Computer Simulation 50%
  377 Downloads (Pure)
• 2015

  Estimating Periodicities in Symbolic Sequences Using Sparse Modeling

  Adalbjörnsson, S. I., Swärd, J., Wallin, J. & Jakobsson, A., 2015, In: IEEE Transactions on Signal Processing. 63, 8, p. 2142-2150

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

  File

  • Modeling 100%
  303 Downloads (Pure)