Publikationen

Zeitschriftenartikel

C. Steffens and M. Pesavento, „Block- and Rank-Sparse Recovery for Direction Finding in Partly Calibrated Arrays,“ in IEEE Transactions on Signal Processing, vol. PP, no. 99, pp. 1-1, 2018.

C. Steffens, M. Pesavento and M. Pfetsch, „A Compact Formulation for the L2,1 Mixed-Norm Minimization Problem,“ in IEEE Transactions on Signal Processing, vol. PP, no. 99, pp. 1-1, 2018.

J. Steinwandt, F. Roemer, and M. Haardt, "Generalized least squares for ESPRIT-type direction of arrival estimation,'' IEEE Signal Processing Letters, vol. 24, pp. 1681 – 1685, Nov. 2017.

T. Fischer and M. E. Pfetsch, “Branch-and-cut for linear programs with overlapping sos1 constraints,’’ Mathematical Programming Computation, 2017

M. Tillmann, Y. C. Eldar, and J. Mairal, “DOLPHIn – Dictionary Learning for Phase Retrieval,’’ IEEE Transactions on Signal Processing, vol. 64, no. 24, pp. 6485–6500, 2016, dOI: 10.1109/TSP.2016.2607180.

Y. Yang and M. Pesavento, “A unified successive pseudoconvex approximation framework,” IEEE Transactions on Signal Processing, vol. 65, no. 13, pp. 3313–3328, 2017.

J. Steinwandt, F. Roemer, M. Haardt, and G. Del Galdo, “Performance analysis of multi-dimensional ESPRIT-type algorithms for arbitrary and strictly non-circular sources with spatial smoothing,” IEEE Transactions on Signal Processing, vol. 65, no. 9, pp. 2262–2276, 2017.

Y. Yang, M. Pesavento, M. Zhang, and D. P. Palomar, “An online parallel algorithm for recursive estimation of sparse signals,” IEEE Transactions on Signal and Information Processing over Networks, vol. 2, no. 3, pp. 290–305, 2016.

J. Steinwandt, F. Roemer, M. Haardt, and G. Del Galdo, “Deterministic Cram´er-Rao bound for strictly non-circular sources and analytical analysis of the achievable gains,” IEEE Transactions on Signal Processing, vol. 64, no. 17, pp. 4417–4431, 2016.

R. Boyer and M. Haardt, “Noisy compressive sampling based on block-sparse tensors: Performance limits and beamforming techniques,” IEEE Transactions on Signal Processing, vol. 64, no. 23, pp. 6075–6088, 2016.

T. Fischer and M. E. Pfetsch, “Monoidal cut strengthening and generalized mixed-integer rounding for disjunctive programs,’’ Operations Research Letters, vol. 45, no. 6, pp. 556–560, 2017

D. A. Lorenz, M. E. Pfetsch, and A. M. Tillmann, “Solving basis pursuit: Heuristic optimality check and solver comparison,” ACM Transactions on Mathematical Software (TOMS), vol. 41, no. 2, p. 8, 2015.

Preprint:

J.-H. Lange, M. E. Pfetsch, B. M. Seib, and A. M. Tillmann, “Sparse recovery with integrality constraints,” arXiv preprint arXiv:1608.08678, 2016.

Konferenzbeiträge

T. Fischer, G. Hegde, F. Matter, M. Pesavento, M. E. Pfetsch, A. M. Tillmann, „Joint Antenna Selection and Phase-only Beam using Mixed-Integer Nonlinear Programming'', in 22nd International ITG Workshop on Smart Antennas (WSA 2018), Bochum, Germany, March 2018 [accepted].

Y. Yang and M. Pesavento, “A parallel best-response algorithm with exact line search for nonconvex sparsity regularized rank minimization,” IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Calgary, Canada, 2018 (accepted) ArXiv, Tech. Rep. 1711.04489, ICASSP 2018.

J. Steinwandt, F. Roemer, and M. Haardt, “Performance analysis of ESPRIT-type algorithms for co-array structures,” in Proc. IEEE 7th Int. Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), Curacao, Dutch Antilles, Dec. 2017.

W. Suleiman, C. Steffens, A. Sorg, and M. Pesavento, “Gridless compressed sensing for fully augmentable arrays,” in Proceedings of the 25th European Signal Processing Conference (EUSIPCO), Kos Island, Greece, August 2017.

G. Hegde, M. Pesavento, and M. E. Pfetsch, “Joint active device identification and symbol detection using sparse constraints in massive MIMO systems,” in Proceedings of the 25th European Signal Processing Conference (EUSIPCO), Kos Island, Greece, August 2017.

A. M. Tillmann and M. E. Pfetsch, “Computing the spark of a matrix,” in Proc. SPARS 2017, extended Abstract, Article 31.

C. Steffens, M. Pesavento, and M. E. Pfetsch, “A compact formulation for the l21 mixed-norm minimization problem,” in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017, pp. 4730–4734.

C. Steffens, W. Suleiman, A. Sorg, and M. Pesavento, “Gridless compressed sensing under shift-invariant sampling,” in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017, pp. 4735–4739.

A. C. Walewski, C. Steffens, and M. Pesavento, “Off-grid parameter estimation based on joint sparse regularization,” in Proceedings of the 11th International ITG Conference on Systems, Communications and Coding (SCC). VDE, 2017, pp. 1–6.

J. Steinwandt, F. Roemer, C. Steffens, M. Haardt, and M. Pesavento, “Gridless super-resolution direction finding for strictly non-circular sources based on atomic norm minimization,” in Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016, pp. 1518–1522.

C. Steffens, Y. Yang, and M. Pesavento, “Multidimensional sparse recovery for MIMO channel parameter estimation,” in Proceedings of the 24th European Signal Processing Conference (EUSIPCO), Budapest, Hungary, 2016, pp. 66–70.

J. Steinwandt, C. Steffens, M. Pesavento, and M. Haardt, “Sparsity-aware direction finding for strictly non-circular sources based on rank minimization,” in Proceedings of the IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016, pp. 1–5.

J. Steinwandt, F. Roemer, and M. Haardt, “Sparsity-based direction-of-arrival estimation for strictly non-circular sources,” in Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016, pp. 3246–3250.

PhD Dissertationen

C. Steffens, “Compact formulations for sparse reconstruction in fully and partly calibrated arrays,” PhD Dissertation, September 2017.

T. Fischer, “Branch-and-cut for complementary and cardinality constrained linear programs,” PhD Dissertation, January 2017.

Tutorien

Y. Yang and M. Pesavento, “Exploiting structure and pseudoconvexity in iterative parallel optimization algorithms for real time and large scale applications,” Tutorial at the 25th European Signal Processing Conference (EUSIPCO), Kos Island, Greece, August 2017.

M. Pesavento, Y. Cheng, and M. E. Pfetsch, “Mixed-integer programming in signal processing and communications,” Tutorial at the 41nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), South Brisbane, Australia, April 2015.

Sonstiges

J. Kuske and A. Tillmann, “Solving basis pursuit: Update,” Technische Universitt Darmstadt, Tech. Rep [Online]. Available: http://www.mathematik.tu-darmstadt.de/~tillmann/docs/SolvingBPupdateApr2016.pdf, April 2016.

T. Fischer and M. E. Pfetsch “On the structure of linear programs with overlapping cardinality constraints,” Optimization Online,Tech. Rep., 2017, http://www.optimization-online.org/DB_HTML/2017/01/5833.html.

Special session “Exploiting structure in compressed sensing”, organized by: Marius Pesavento and Martin Haardt, at the IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) to be held in December 2017 in Curacao, Dutch Antilles (http://www.cs.huji.ac.il/conferences/CAMSAP17/special-sessions.php).