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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.
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.
Status | Finished |
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Effective start/end date | 01/08/2010 → 31/07/2013 |
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Projects
- 1 Finished
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SparSig: Sparse Signal Processing in Wireless Communications
Larsen, T., Jensen, S. H., Arildsen, T., Fyhn, K., Pankiewicz, P. J., Li, P. & Jensen, T.
01/01/2010 → 27/09/2013
Project: Research
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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. 870-881Research output: Contribution to journal › Journal article › Research › peer-review
File38 Citations (Scopus)742 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 - 2343Research output: Contribution to journal › Journal article › Research › peer-review
File22 Citations (Scopus)1978 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 proceeding › Article in proceeding › Research › peer-review
File24 Citations (Scopus)482 Downloads (Pure)
Press/Media
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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
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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