Dependable Distributed Sensing Systems

1. 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

2. 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

3. 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

4. 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

5. 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.

6. 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

7. 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

8. 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

9. 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.

10. 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.

11. 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.

12. 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

13. 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

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