PhD project: Compressive Sensing in Communication Systems

Project Details

Description

This PhD project concerns the development and evaluation of communication systems receiver architectures and algorithms using the new theory of compressive sensing. The project intends to advance the mainly mathematical concept of compressive sensing towards a technology that is mature enough to be implemented in a receiver in a communication system. This shall be accomplished through the development of receiver architectures and algorithms designed based on realistic signal models, and their evaluation through extensive numerical simulations and laboratory experiments. The type of communication system is not yet determined, but several possibilites are presently being analyzed. Furthermore, focus shall be on developing and evaluating algorithms for compressive sensing based on parallel computing, which may decrease the time needed for reconstruction, which is presently a big problem in compressive sensing implementations.



This project is a part of the Sparse Signal Processing in Wireless Communications (SparSig) project, which is a cooperative work with two other PhD students, 2 postdocs, four professors and two industrial partners in an international setting.
StatusFinished
Effective start/end date01/08/201031/07/2013

Projects

  • Research Output

    • 3 Article in proceeding
    • 2 Journal article
    • 2 Conference article in Journal

    Compressive Parameter Estimation for Sparse Translation-Invariant Signals Using Polar Interpolation

    Fyhn, K., Duarte, M. F. & Jensen, S. H., 2015, In : I E E E Transactions on Signal Processing. 63, 4, p. 870-881

    Research output: Contribution to journalJournal articleResearchpeer-review

    File
  • 28 Citations (Scopus)
    664 Downloads (Pure)

    Compressive Sensing for Spread Spectrum Receivers

    Fyhn, K., Jensen, T. L., Larsen, T. & Jensen, S. H., May 2013, In : I E E E Transactions on Wireless Communications. 12, 5, p. 2334 - 2343

    Research output: Contribution to journalJournal articleResearchpeer-review

    File
  • 21 Citations (Scopus)
    1807 Downloads (Pure)

    Spectral Compressive Sensing with Polar Interpolation

    Fyhn, K., Dadkhahi, H. & F. Duarte, M., 2013, Proceedings of the 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP): ICASSP. IEEE Press, p. 6225-6229 (I E E E International Conference on Acoustics, Speech and Signal Processing. Proceedings).

    Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

    File
  • 18 Citations (Scopus)
    352 Downloads (Pure)

    Press / Media

    Two new publications cited at the popular blog Nuit Blance

    Karsten Fyhn, Tobias Jensen, Torben Larsen & Søren Holdt Jensen

    13/03/2013

    1 item of Media coverage

    Press/Media: Press / Media

    Publication cited at popular blog Nuit Blance about compressive sensing

    Karsten Fyhn, Thomas Arildsen, Torben Larsen & Søren Holdt Jensen

    26/10/2011

    1 item of Media coverage

    Press/Media: Press / Media