**Electronic pre-prints of the following publications are available only for personal use and must abide to copyrights of the publisher. **

IEEE-copyright notice: *Copyright 199x IEEE. Personal use of this material is permitted.
However, permission to reprint/republish this material for advertising
or promotional purposes or for creating new collective works for resale
or redistribution to servers or lists, or to reuse any copyrighted
component of this work in other works must be obtained from the IEEE.*

Elsevier copyrights: pamphlet

IFAC copyrights notice

# Publications Lists [ all BibTeX ]

**Publications of year 2014**

G. Cavraro, R. Carli, S. Zampieri.

**A distributed control algorithm for the minimization of the power generation cost in smart micro-grid.***Conference on Decision and Control (CDC14)*, 2014 [pdf] [BibTeX]G. Belgioioso, A. Cenedese, G.I. Cirillo, F. Fraccaroli, G.A. Susto.

**A Machine Learning based Approach for Gesture Recognition from Inertial Measurements.***IEEE 53rd Conference on Decision and Control*, pp. 4899--4904, 2014 [ abstract ] [url] [pdf] [BibTeX]G. Cavraro, R. Carli, S. Zampieri.

**A Multi-Agents Control Approach for the Optimal Power Flow Problem.***The 21st International Symposium on Mathematical Theory of Networks and Systems (MTNS 2014)*, 2014 [pdf] [BibTeX]M. Zorzi.

**A new family of high-resolution multivariate spectral estimators.***IEEE Trans. Aut. Control*, vol. 59(4), pp. 892-904, 2014 [BibTeX]M. Bruschetta, F. Maran, A. Beghi.

**A non-linear MPC based motion cueing imple- mentation for a 9 DOFs dynamic simulator platform.***Proceedings of the 53rd IEEE Conference on Decision and Control, CDC 2014*, pp. 2517--2522, 2014 [BibTeX]A. Antonello, F. Sansone, A. Francesconi, R. Carli, A. Carron.

**A Novel Approach to the Simulation of On-Orbit Rendezvous and Docking Maneuvers in a Laboratory Environment Through the Aid of an Anthropomorphic Robotic Arm.***Metrology for Aerospace (MetroAeroSpace), 2014 IEEE*, 2014 [pdf] [BibTeX]A. Beghi, L. Cecchinato, C. Corazzol, M. Rampazzo, F. Simmini, G.A. Susto.

**A One-Class SVM Based Tool for Machine Learning Novelty Detection in HVAC Chiller Systems.***19th World Congress of the International Federation of Automatic Control*, pp. 1953-1958, 2014 [ abstract ] [BibTeX]A. Di Virgilio, M. Allegrini, A. Beghi, J. Belfi, N. Beverini, F. Bosi, B. Bouhadef, M. Calamai, G. Carelli, D. Cuccato, E. Maccioni, A. Ortolan, G. Passeggio, A. Porzio, M. Ruggiero, R. Santagata, S. Solimeno, A. Tartaglia.

**A ring lasers array for fundamental physics.***Comptes Rendus Physique,*, vol. 15(10), pp. 868--874, 2014 [BibTeX]A. Masiero, A. Cenedese.

**Affinity-based Distributed Algorithm for 3D Reconstruction in Large Scale Visual Sensor Networks.***Proceedings of the American Control Conference (ACC2014)*, pp. 4671--4676, 2014 [ abstract ] [url] [pdf] [BibTeX]G.A. Susto, S. Pampuri, M. Zanon, A.B. Johnston, P.G. O’Hara, S. McLoone.

**An Adaptive Machine Learning Decision System for Flexible Predictive Maintenance.***Conference on Automation Science and Engineering*, pp. 806-811, 2014 [ abstract ] [url] [BibTeX]A. Carron, M. Todescato, R. Carli, L. Schenato.

**An asynchronous consensus-based algorithm for estimation from noisy relative measurements.***IEEE Transactions on Control of Network Systems*, vol. 1(3), pp. 283 - 295, 2014 [url] [pdf] [BibTeX]M. Michielan, A. Cenedese, F. Tramarin, S. Vitturi.

**An Energy Efficient Traffic Shaping Algorithm for Ethernet-Based Multimedia Industrial Traffic.***Work-in-Progress/Industry Practice ETFA 2014 - IEEE Int. Conf. on Emerging Technology & Factory Automation*, pp. PF-006912, 2014 [ abstract ] [url] [BibTeX]R. Carli, A. Carron, L. Schenato, M. Todescato.

**An exponential-rate consensus-based algorithms for estimation from relative measurements: implementation and performance analysis.**2014 [pdf] [BibTeX]R. Lucchese, A. Cenedese, R. Carli.

**An Hidden Markov Model based transitional description of camera networks.***Proceedings of the 19th IFAC World Congress*, pp. 7394-7399, 2014 [ abstract ] [url] [BibTeX]M. Bruschetta, F. Maran, A. Beghi.

**An MPC approach to the design of motion cueing algorithms for a high performance 9 DOFs driving simulator.***Proceedings of the 2014 Driving Simulation Conference*, 2014 [BibTeX]G. Bottegal, G. Picci.

**Analysis and identification of complex stochastic systems admitting a flocking structure.***IFAC World Congress*, 2014 [pdf] [BibTeX]T. Chen, M. Andersen, A. Chiuso, G. Pillonetto, L. Ljung.

**Anomaly detection in homogenous populations: a sparse multiple kernel-based regularization method.***IEEE CDC 2014*, 2014 [BibTeX]M. Barbetta, A. Boesso, F. Branz, A. Carron, L. Olivieri, J. Prendin, G. Rodeghiero, F. Sansone, L. Savioli, F. Spinello, A. Francesconi.

**Autonomous Rendezvous, Control and Docking Experiment - Reflight 2.***The 4S Symposium 2014*, 2014 [BibTeX]A. Chiuso, G. Pillonetto.

**Bayesian and nonparametric methods for system identification and model selection.***Proc. of ECC 2014*, 2014 [BibTeX]G. Prando, A. Chiuso, G. Pillonetto.

**Bayesian and regularization approaches to multivariable linear system identification: the role of rank penalties.***Proc. IEEE CDC*, 2014 [BibTeX]L. Schenato, G. Barchi, D. Macii, R. Arghandeh, K. Poolla, A. Von Meier.

**Bayesian Linear State Estimation using Smart Meters and PMUs Measurements in Distribution Grids.***Proceeding ofIEEE International Conference on Smart Grid Communications (SmartGirdComm14)*, pp. 572 - 577, 2014 [url] [BibTeX]A. Cenedese, F. Zanella.

**Channel Model Identification in Wireless Sensor Networks Using a Fully Distributed Quantized Consensus Algorithm.***Proceedings of the 19th IFAC World Congress*, pp. 10349-10355, 2014 [ abstract ] [url] [BibTeX]F. Pasqualetti, S. Zampieri, F. Bullo.

**Controllability Metrics and Algorithms for Complex Networks.***IEEE American Control Conference*, 2014 [BibTeX]F. Pasqualetti, S. Zampieri, F. Bullo.

**Controllability Metrics, Limitations and Algorithms for Complex Networks.***IEEE Transactions on Control of Network Systems*, vol. 1(1), pp. 40--52, 2014 [pdf] [BibTeX]D. Cuccato, A. Beghi, J. Belfi, N. Beverini, A. Ortolan, A. Di Virgilio.

**Controlling the nonlinear inter cavity dynamics of large he-Ne laser gyroscopes.***Metrologia*, vol. 51, pp. 97--107, 2014 [BibTeX]S. Bolognani, R. Carli, M. Todescato.

**Convergence of the partition-based ADMM for a separable quadratic cost function.**2014 [pdf] [BibTeX]A. Aravkin, J. Burke, A. Chiuso, G. Pillonetto.

**Convex vs non-convex estimators for regression and sparse estimation: the mean squared error properties of ARD and GLasso.***Journal of Machine Learning Research*, (15), pp. 1-36, 2014 [BibTeX]L. Ning, F.P. Carli, A.M. Ebtehaj, E. Foufoula-Georgiou, T.T. Georgiou.

**Coping with model error in variational data assimilation using optimal mass transport.***Water Resources Research*, vol. 50(7), pp. 5817 - 5830, 2014 [BibTeX]D. Varagnolo, G. Pillonetto, L. Schenato.

**Distributed cardinality estimation in anonymous networks.***IEEE Transactions on Automatic Control*, vol. 59(3), pp. 645-659, 2014 [ abstract ] [pdf] [BibTeX]G. Como, F. Fagnani, S. Zampieri.

**Distributed Learning in Potential Games Over Large-Scale Networks.***The 21st International Symposium on Mathematical Theory of Networks and Systems (MTNS 2014)*, 2014 [BibTeX]A. Beghi, A. Cenedese, A. Masiero.

**Efficient algorithms for the reconstruction and prediction of atmospheric turbulence in AO systems.***Proceedings of the European Control Conference (ECC14)*, pp. 2430 - 2435, 2014 [ abstract ] [url] [BibTeX]A. Beghi, L. Cecchinato, M. Rampazzo, F. Simmini.

**Energy efficient control of HVAC systems with ice cold thermal energy storage.***Journal of Process Control*, vol. 24(6), pp. 773–781, 2014 [BibTeX]A. Beghi, F. Marcuzzi, M. Rampazzo, M. Virgulin.

**Enhancing the simulation-centric design of Cyber-Physical and Multi-Physics Systems through co-simulation.***17th Euromicro Conference on Digital System Design (DSD 2014)*, 2014 [BibTeX]S. Pampuri, G.A. Susto, J. Wan, A.B. Johnston, P.G. O’Hara, S. McLoone.

**Insight Extraction for Semiconductor Manufacturing Processes.***Conference on Automation Science and Engineering*, pp. 786 - 791, 2014 [ abstract ] [BibTeX]A. Chiuso, N. Laurenti, L. Schenato, A. Zanella.

**LQG-like control of scalar systems over communication channels: the role of data losses, delays and SNR limitations.***Automatica*, vol. 50(12), pp. 3155–3163, 2014 [url] [pdf] [BibTeX]N. Beverini, M. Allegrini, A. Beghi, J. Belfi, B. Bouhadef, M. Calamai, G. Carelli, D. Cuccato, A. Di Virgilio, E. Maccioni, A. Ortolan, A. Porzio, R. Santagata, A. Tartaglia.

**Measuring general relativity effects in a terrestrial lab by means of laser gyroscopes.***Laser Physics*, vol. 24(7), pp. 074005, 2014 [BibTeX]M. Zorzi, F. Ticozzi, A. Ferrante.

**Minimal resources identifiability and estimation of quantum channels.***Quantum Information Processing*, vol. 13(3), pp. 683-707, 2014 [BibTeX]M. Zorzi, F. Ticozzi, A. Ferrante.

**Minimum relative entropy for quantum estimation: Feasibility and general solution.***IEEE Trans. Inf. Theory*, vol. 60(1), pp. 357-367, 2014 [BibTeX]G. Bottegal, G. Picci.

**Modeling complex systems by Generalized Factor Analysis.***IEEE Transactions on Automatic Control (to appear)*, 2014 [ abstract ] [pdf] [BibTeX]R. Carli, S. Zampieri.

**Network clock synchronization based on the second order linear consensus algorithm.***IEEE Trans. on Automatic Control*, vol. 59,, pp. 409--422, 2014 [pdf] [BibTeX]A. Beghi, A. Cenedese, A. Masiero.

**Nonstationary multiscale turbulence simulation based on local PCA.***ISA Transactions*, 2014 [ abstract ] [url] [BibTeX]A. Beghi, L. Cecchinato, M. Lissandrin, M. Rampazzo.

**Oil-Free Centrifugal Chiller Optimal Operation.***The 2014 IEEE Multi-Conference on Systems and Control (MSC 2014)*, 2014 [BibTeX]B. Gentile, J.W. Simpson-Porco, F. Dörfler, S. Zampieri, F. Bullo.

**On Reactive Power Flow and Voltage Stability in Microgrids.***IEEE American Control Conference*, 2014 [BibTeX]A. Chiuso, T. Chen, L. Ljung, G. Pillonetto.

**On the design of Multiple Kernels for nonparametric linear system identification.***IEEE CDC 2014*, 2014 [BibTeX]**On the Maximum Entropy Property of the First-Order Stable Spline Kernel and its Implications.**

*(submitted)*, 2014 [url] [BibTeX]

F.P. Carli.

**On the Maximum Entropy Property of the First-Order Stable Spline Kernel and its Implications.***IEEE Multi-Conference on Systems and Control*, 2014 [url] [BibTeX]D. Macii, G. Barchi, L. Schenato.

**On the Role of Phasor Measurement Units for Distribution System State Estimation.***Proceeding of IEEE Workshop on Environmental, Energy and Structural Monitoring Systems (EESMS14)*, pp. 1-6, 2014 [url] [BibTeX]G. Bottegal, A. Aravkin, H. Hjalmarsson, G. Pillonetto.

**Outlier robust system identification: a Bayesian kernel-based approach.***IFAC World Congress*, 2014 [pdf] [BibTeX]A. Cenedese, A. Zanella, L. Vangelista, M. Zorzi.

**Padova Smart City: an Urban Internet of Things Experimentation.***Proceedings of the 2014 IEEE 15th International Symposium onA World of Wireless, Mobile and Multimedia Networks (WoWMoM)*, 2014 [ abstract ] [url] [pdf] [BibTeX]Y. Chen.

**Performance Analysis on Dynamic Matrix Controller with Single Prediction Strategy.***Intelligent Control and Automation (WCICA), 2014 11th World Congress on*, pp. 1694 - 1699, 2014 [ abstract ] [url] [pdf] [BibTeX]F. Tramarin, S. Vitturi, M. Luvisotto, R. Parrozzani.

**Performance assessment of an IEEE 802.11 based protocol for real-time communication in agriculture.***IEEE Conference on Emerging Technologies and Factory Automation (ETFA)*, pp. 1--6, 2014 [ abstract ] [url] [BibTeX]M. Zorzi.

**Rational approximations of spectral densities based on the Alpha divergence.***Math. Control Signals Syst*, vol. 26(2), pp. 259-278, 2014 [BibTeX]S. Dey, A. Chiuso, L. Schenato.

**Remote estimation with noisy measurements subject to packet loss and quantization noise.***IEEE Transactions on Control of Network Systems*, vol. 1(3), pp. 204-217, 2014 [url] [pdf] [BibTeX]M. Zanon, G.A. Susto, S. McLoone.

**Root Cause Analysis by a Combined Sparse Classification and Monte Carlo Approach.***19th World Congress of the International Federation of Automatic Control*, pp. 1947-1952, 2014 [ abstract ] [BibTeX]S. Bolognani, R. Carli, M. Todescato.

**State estimation in power distribution networks with poorly synchronized measurements.***IEEE Conference on Decision and Control (CDC'14)*, pp. 2579--2584, 2014 [pdf] [BibTeX]A. Masiero, A. Cenedese.

**Structure-based approach for optimizing distributed reconstruction in Motion Capture systems.***Proceedings of the 19th IFAC World Congress*, pp. 10914-10919, 2014 [ abstract ] [url] [BibTeX]A. Chiuso.

*System Identification Techniques: Convexification, Regularization, Relaxation.**Springer Encyclopedia of Systems and Control*, 2014 [BibTeX]T. Chen, M. Andersen, L. Ljung, A. Chiuso, G. Pillonetto.

**System identification via sparse multiple kernel-based regularization using sequential convex optimization techniques.***IEEE Transactions on Automatic Control*, 2014 [BibTeX]G. Pillonetto, A. Chiuso.

**Tuning complexity in kernel-based linear system identification: the robustness of the marginal likelihood estimator.***Proc. of ECC 2014*, 2014 [BibTeX]A. Saccon, J. Hauser, A. Beghi.

**Virtual rider design: Optimal manoeuvre definition and tracking.***Modelling, Simulation and Control of Two-Wheeled Vehicles*, pp. 83--115, 2014 [BibTeX]