dr. A. Simonetto

1. Time-Varying Convex Optimization: Time-Structured Algorithms and Applications
   A. Simonetto; E. Dall'Anese; S. Paternain; G. Leus; G.B. Giannakis;
   Proceedings of the IEEE,
   Volume 108, Issue 11, pp. 2032-2048, 2020. DOI: 10.1109/JPROC.2020.3003156
   document

2. Spatio-temporal field estimation using Kriged Kalman Filter (KKF) with sparsity-enforcing sensor placement
   V. Roy; A. Simonetto; G. Leus;
   Sensors,
   Volume 8, Issue 6, 2018. DOI: 10.3390/s18061778
   document

3. Autoregressive Moving Average Graph Filtering
   E. Isufi; A. Loukas; A. Simonetto; G. Leus;
   IEEE Trans. Signal Processing,
   Volume 65, Issue 2, pp. 274-288, January 2017. DOI: 10.1109/TSP.2016.2614793
   document

4. Consistent sensor, relay, and link selection in wireless sensor networks
   R. Arroyo-Valles; A. Simonetto; G.J.T. Leus;
   Signal Processing,
   Volume 140, pp. 32-44, 2017. DOI: 10.1016/j.sigpro.2017.04.020
   document

5. Filtering Random Graph Processes Over Random Time-Varying Graphs
   E. Isufi; A. Loukas; A. Simonetto; G. Leus;
   IEEE Transactions on Signal Processing,
   Volume 65, Issue 16, pp. 4406-4421, August 2017. ISSN: 1053-587X. DOI: 10.1109/TSP.2017.2706186
   document

6. Decentralized Prediction-Correction Methods for Networked Time-Varying Convex Optimization
   A. Simonetto; A. Koppel; A. Mokhtari; G. Leus; A. Ribeiro;
   IEEE Transactions on Automatic Control,
   Volume 62, Issue 11, pp. 5724-5738, November 2017. ISSN: 0018-9286. DOI: 10.1109/TAC.2017.2694611
   document

7. Spatio-temporal sensor management for environmental field estimation
   V. Roy; A. Simonetto; G. Leus;
   Signal Processing,
   Volume 128, pp. 369-381, November 2016. DOI: 10.1016/j.sigpro.2016.05.011
   document

8. A Class of Prediction-Correction Methods for Time-Varying Convex Optimization
   A. Simonetto; A. Mokhtari; Alec Koppel; G. Leus; A. Ribeiro;
   IEEE Tr. Signal Proc.,
   Volume 64, Issue 17, pp. 4576-4591, September 2016. DOI: 10.1109/TSP.2016.2568161
   document

9. Primal Recovery from Consensus-Based Dual Decomposition for Distributed Convex Optimization
   A. Simonetto; H. Jamali-Rad;
   J. Optim. Theory Appl.,
   Volume 168, pp. 172-197, 2016. DOI: 10.1007/s10957-015-0758-0
   document

10. A Quasi-Newton Prediction-Correction Method for Decentralized Dynamic Convex Optimization
    A. Simonetto; A. Koppel; A. Mokhtari; A. Ribeiro; G. Leus;
    In European Control Conference,
    Aalborg, Denmark, June 2016.

11. Separable Autoregressive Moving Average Graph-Temporal Filters
    E. Isufi; A. Loukas; A. Simonetto; G. Leus;
    In EUSIPCO,
    Budapest (Hungary), August 2016.
    document

12. Distributed Autoregressive Moving Average Graph Filters
    A. Loukas; A. Simonetto; G. Leus;
    IEEE Signal Proc. Letters,
    Volume 22, Issue 11, pp. 1931-1935, November 2015. DOI: 10.1109/LSP.2015.2448655
    document

13. Distributed Sparsity-Aware Sensor Selection
    H. Jamali-Rad; A. Simonetto; Xiaoli Ma; G. Leus;
    IEEE Tr. Signal Proc.,
    Volume 63, Issue 22, pp. 5951--5964, 2015. DOI: 10.1109/TSP.2015.2460224
    document

14. Prediction-Correction Methods for Time-Varying Convex Optimization
    A. Simonetto; A. Koppel; A. Mokhtari; G. Leus; A. Ribeiro;
    In Proceedings of the Asilomar Conference on Signals, Systems, and Computers,
    November 2015.
    document

15. Target Tracking with Dynamic Convex Optimization
    A. Koppel; A. Simonetto; A. Mokhtari; G. Leus; A. Ribeiro;
    In Proc. of the IEEE Global Conference on Signal and Information Processing (GlobalSIP 2015),
    Orlando, Florida, December 2015.

16. On Non-differentiable Time-varying Optimization
    A. Simonetto; G. Leus;
    In Proc. of the IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2015),
    Cancun, Mexico, December 2015.

17. A Decentralized Prediction-Correction Method for Networked Time-Varying Convex Optimization
    A. Simonetto; A. Mokhtari; A. Koppel; G. Leus; A. Ribeiro;
    In Proc. of the IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2015),
    Cancun, Mexico, December 2015.

18. Stochastic Signal Processing on Time-Varying Graphs
    E. Isufi; A. Simonetto; A. Loukas; G. Leus;
    In Proc. of the IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2015),
    Cancun, Mexico, December 2015.
    document
    Extended version

19. Sparsity-Aware Sensor Selection: Centralized and Distributed Algorithms
    H. Jamali-Rad; A. Simonetto; G. Leus;
    IEEE Signal Processing Letters,
    Volume 21, Issue 2, pp. 217-220, February 2014.
    document

20. Distributed maximum likelihood sensor network localization
    A. Simonetto; G. Leus;
    IEEE Transactions on Signal Processing,
    Volume 62, Issue 6, pp. 1424–1437, March 2014.
    document

21. Distributed asynchronous time-varying constrained optimization
    A. Simonetto; G. Leus;
    In Asilomar Conf. Signals, systems, and Computers (Asilomar 2014),
    Pacific Grove, California, USA, IEEE, November 2014.

22. Sparsity-aware sensor selection for correlated noise
    H. Jamali-Rad; A. Simonetto; G. Leus; Xiaoli Ma;
    In Int. Conf. Information Fusion (Fusion 2014),
    Salamanca, Spain, July 2014.
    document

23. A Moving Horizon Convex Relaxation for Mobile Sensor Network Localization
    A. Simonetto; G. Leus;
    In Sensor Array and Multichannel Signal Processing Workshop (SAM),
    A Coruna (Spain), IEEE, pp. 25-28, June 2014.
    document

24. Double Smoothing for Time-Varying Distributed Multi-user Optimization
    A. Simonetto; G. Leus;
    In Proc. IEEE Global Conference on Signal and Information Processing,
    Atlanta (GA), IEEE, December 2014.
    document

25. Constrained Distributed Algebraic Connectivity Maximization in Robotic Networks
    A. Simonetto; T. Keviczky; R. Babuska;
    Automatica,
    Volume 49, Issue 5, pp. 1348-1357, May 2013.
    document

26. Distributed Computation Particle Filters on GPU-architectures for Real-time Control Applications
    M. Chitchian; A. Simonetto; A.S. van Amesfoort; T. Keviczky;
    IEEE Tr. Contr. Syst. Technology,
    Volume 21, Issue 6, pp. 2224-2238, November 2013.
    document

27. Tracking Position and Orientation of a Mobile Rigid Body
    S.P. Chepuri; A. Simonetto; G.J.T. Leus; A.J. van der Veen;
    In Proc. 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2013),
    St. Maarten (Dutch Antilles), December 2013.
    document

28. Adapting Particle Filter Algorithms to Many-Core Architectures
    M. Chitchian; A.S. van Amesfoort; A. Simonetto; T. Keviczky; H.J. Sips;
    In Proc. 27th IEEE International Symposium on Parallel and Distributed Processing (IPDPS),
    Boston, MA (US), May 2013.
    document

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