**Journal**[ all BibTeX ]

2014

G. Bottegal, G. Picci.

**Modeling complex systems by Generalized Factor Analysis.***IEEE Transactions on Automatic Control (to appear)*, 2014 [ abstract ] [pdf] [BibTeX]2013

F.P. Carli, A. Ferrante, M. Pavon, G. Picci.

**An Efficient Algorithm for Maximum Entropy Extension of Block–Circulant Covariance Matrices.***Linear Algebra and its Applications*, vol. 439(8), pp. 2309 - 2329, 2013 [url] [BibTeX]2011

F.P. Carli, A. Ferrante, M. Pavon, G. Picci.

**A Maximum Entropy Solution of the Covariance Extension Problem for Reciprocal Processes.***IEEE Transactions on Automatic Control*, vol. 56(9), pp. 1999 - 2012, 2011 [url] [BibTeX]G. Bottegal, G. Picci, S. Pinzoni.

**On the identifiability of errors-in-variables models with white measurement errors.***Automatica*, vol. 47(3), pp. 545-551, 2011 [ abstract ] [pdf] [BibTeX]2008

A. Chiuso, G. Picci, S. Soatto.

**Wide-sense Estimation on the Special Orthogonal Group.***Communications in Information and Systems*, vol. 8pp. 185--200, 2008 [BibTeX]2007

G. Picci.

**Title: A module theoretic interpretation of multiplicity and rank of a stationary random process.***linear algebra And its applications*, vol. 425pp. 443-452, 2007 [BibTeX]2005

A. Chiuso, G. Picci.

**Consistency Analysis of some Cloded-Loop Subspace Identification Methods.***Automatica*, vol. 41(3)pp. 377--391, 2005 [BibTeX]R. Muradore, G. Picci.

**Mixed H^2/H^infinity control: the discrete-time case.***systems & control letters*, vol. 54pp. 1-13, 2005 [BibTeX]T. Katayama, H. Kawauchi, G. Picci.

**Subspace identification of closed-loop systems by orthogonal decomposition.***automatica*, vol. 41pp. 863-872, 2005 [BibTeX]2004

A. Chiuso, G. Picci.

**Asymptotic Variance of Subspace Estimates.***Journal of Econometrics*, vol. 118(1-2)pp. 257--291, 2004 [BibTeX]A. Chiuso, G. Picci.

**Asymptotic Variance of Subspace methods by data orthogonalization and model decoupling: a comparative study..***Automatica*, vol. 40(10)pp. 1706--1717, 2004 [BibTeX]A. Chiuso, G. Picci.

**Numerical conditioning and asymptotic variance of subspace estimates.***Automatica*, vol. 40(4)pp. 677--683, 2004 [BibTeX]A. Chiuso, G. Picci.

**On the Ill-conditioning of subspace identification with inputs.***Automatica*, vol. 40(4)pp. 575--589, 2004 [BibTeX]A. Chiuso, G. Picci.

**Subspace identification by data orthogonal and model decoupling.***Automatica*, vol. 40(10)pp. 1689--1703, 2004 [BibTeX]2002

A. Ferrante, G. Picci, S. Pinzoni.

**Silverman Algorithm and the structure of Discrete-Time Stochastic Systems.***Linear Algebra and Its Applications*, vol. 351-352pp. 219-242, 2002 [BibTeX]2001

A. Chiuso, G. Picci.

**Some Algorithmic aspects of Subspace Identification with Inputs.***International Journal of Applied Mathematics and Computer Science*, vol. 11(1)pp. 55--75, 2001 [BibTeX]2000

A. Ferrante, G. Picci.

**Minimal Realization and Dynamic Properties of Optimal Smoothers.***IEEE Transactions on Automatic Control*, vol. AC-45(11)pp. 2028-2046, 2000 [BibTeX]**Conference**[ all BibTeX ]

2014

G. Bottegal, G. Picci.

**Analysis and identification of complex stochastic systems admitting a flocking structure.***IFAC World Congress*, 2014 [pdf] [BibTeX]2013

G. Bottegal, G. Picci.

**Modeling random flocks through Generalized Factor Analysis.***European Control Conference*, 2013 [ abstract ] [pdf] [BibTeX]A. Lindquist, C. Masiero, G. Picci.

**On the Multivariate Circulant Rational Covariance Extension Problem.***Proceedings of 52nd IEEE Conferende on Decision and Control*, 2013 [BibTeX]2011

F.P. Carli, A. Ferrante, M. Pavon, G. Picci.

**An Efficient Algorithm for Dempster’s Completion of Block–Circulant Covariance Matrices.***50th IEEE Conference on Decision and Control and European Control Conference (CDC-ECC 2011)*, 2011 [BibTeX]2010

F.P. Carli, A. Ferrante, M. Pavon, G. Picci.

**A Maximum Entropy Approach to the Covariance Extension Problem for Reciprocal Processes.***Proc. of Int. Symp. Mathematical Theory of Network and Systems*, 2010 [BibTeX]F.P. Carli, G. Picci.

**On the Factorization Approach to Band Extension of Block-Circulant Matrices.***Proc. of Int. Symp. Mathematical Theory of Network and Systems*, 2010 [BibTeX]2009

M. Bruschetta, G. Picci, A. Saccon.

**Discrete Mechanical Systems: Second Order Modelling and Identification.***Proceedings of the 15th IFAC Symposium on System Identification*, pp. 456-461, 2009 [BibTeX]G. Picci.

**Modeling and Identification of Reciprocal Processes.***Proceedings of the 48th IEEE Conference on Decision and Control cdc/ccc 2009*, pp. 7232-7237, 2009 [BibTeX]G. Picci, F.P. Carli.

**Modeling and Identification of Reciprocal Processes.***48th IEEE Conference on Decision and Control (CDC 2009)*, 2009 [BibTeX]2008

G. Picci.

**Modelling and Simulation of Images by Reciprocal Processes.***Proceedings of eurosym 2008*, pp. 513-519, 2008 [BibTeX]G. Picci, F.P. Carli.

**Modelling and Simulation of Images by Reciprocal Processes.***Proc. of EUROSIM/UKSIM08*, 2008 [BibTeX]A. Chiuso, G. Picci.

**Some Identification techniques in Computer Vision.***IEEE Conf. on Dec. and Control*, 2008 [BibTeX]2007

G. Picci, T. Taylor.

**Almost sure Convergence of Random Gossip Algorithms.***Proceedings of the 46th Conference on Decision and Control*, 2007 [BibTeX]2006

A. Chiuso, G. Picci.

**Estimating the Asymptotic Variance of Closed-Loop Subspace Estimators.**2006 [BibTeX]E. Cinquemani, G. Picci.

**Identification of wood rings from sparse tomographic data.***Proceedings of the 46th IEEE Decision and Control Conference*, 2006 [BibTeX]2005

A. Chiuso, G. Picci.

**Prediction error vs. Subspace methods in open and closed-loop identification.**2005 [BibTeX]A. Chiuso, A. Ferrante, G. Picci.

**Reciprocal Realization and Modeling of Textured Images.***Proceedings of the 44th IEEE Conference on Decision and Control and the European Control Conference 2005 - CDC-ECC05*, pp. 6059-6064, 2005 [BibTeX]2004

A. Chiuso, G. Picci.

**Consistency Analysis ofCertain Closed-Loop Subspace Identification Methods.**2004 [BibTeX]2003

A. Chiuso, G. Picci.

**Asymptotic Variance of Subspace Methods by data Orthogonalization and Model Decoupling.**pp. 1784--1789, 2003 [BibTeX]A. Chiuso, G. Picci.

**Constructing the State of of Random Processes with Feedback.**pp. 881--886, 2003 [BibTeX]A. Ferrante, G. Picci, S. Pinzoni.

**Spectral Factorization and Stochastic Realization with Zeros on the Unit Circle.***Proceedings of the 42th IEEE Conference on Decision and Control - CDC 03*, pp. 1398-1403, 2003 [BibTeX]2002

A. Ferrante, G. Picci, S. Pinzoni.

**Non-regular processes and singular Kalman filtering.***Proceedings of the 15th International Symposium on Mathematical Theory of Networks and Systems - MTNS 02*, pp. 350/4:1-350/4:13, 2002 [BibTeX]2001

A. Chiuso, G. Picci.

**Asymptotic Variance of Subspace Estimates.**pp. 1--6, 2001 [BibTeX]2000

A. Chiuso, G. Picci.

**Error Analysis of CertainSubspace Methods.**pp. 85--90, 2000 [BibTeX]A. Chiuso, G. Picci.

**Probing Inputs for Subspace Identification.**pp. 1--6, 2000 [BibTeX]1999

H. Kawauchi, A. Chiuso, T. Katayama, G. Picci.

**Comparison of Two Subspace Identification Methods for CombinedDeterministic -Stochastic Systems.**pp. 7--12, 1999 [BibTeX]A. Chiuso, G. Picci.

**Subspace Identification by orthogonal decomposition.**vol. Hpp. 241--246, 1999 [BibTeX]1998

A. Chiuso, G. Picci.

**A wide-sense estimation theory on the unit sphere.**vol. FM02-5pp. 3745--3750, 1998 [BibTeX]A. Ferrante, G. Picci.

**System-Theoretic Properties and Efficient Implementation of the Steady-State Optimal Smoother.***Proceedings of the 14th International Symposium on Mathematical Theory of Networks and Systems - MTNS 98*, pp. 791-794, 1998 [BibTeX]1991

D. Ciscato, R. Oboe, G. Picci, E. Colecchia, G. Maccone, G. Traversa.

**Optimal Estimation for Disk Drive Head Positioning System.***Proceedings of The 2nd Annual Magnetic Recording Conference on Recording Systems*, 1991 [BibTeX]**Other**[ all BibTeX ]

2012

G. Picci, G. Bottegal.

**Generalized Factor Analysis Models.***Control Theory: Mathematical Perspectives on Complex Networked Systems*, 2012 [BibTeX]2010

F.P. Carli, A. Ferrante, M. Pavon, G. Picci.

**A Maximum Entropy solution of the Covariance Selection Problem for Reciprocal Processes.***in X. Hu, U. Jonsson, B. Wahlberg, and B. Ghosh (Eds.) Three Decades of Progress in Control Sciences.*pp. 77-93, 2010 [BibTeX]2009

G. Picci.

**Stochastic Dynamical Systems: Modeling Realization and Identification.***encyclopedia Of complexity And systems science.*pp. 8749-8765, 2009 [BibTeX]2005

S. Perabo, G. Picci.

**Identification of physical parametyers in nonhomogeneous linear elastic solids.***New directions in control theory and applications.*vol. 3212005 [BibTeX]2003

A. Chiuso, G. Picci.

**Canonical Correlation Analysis of Linear Stochastic Systems with Inputs.**(Mittag-Leffler Technical Report No. 45, 2002/2003, Spring ISSN 1103-467X, ISN IML-R-45-02/03--SE+spring), 2003 [BibTeX]A. Chiuso, G. Picci.

**Geometry of Oblique Splitting Minimality and Hankel Operators.***Directions in Mathematical Systems Theory and Optimization.*vol. 286pp. 85--124, 2003 [BibTeX]1998

A. Beghi, L. Finesso, G. Picci.

**Mathematical Theory of Networks and Systems.**1998 [BibTeX]A. Chiuso, G. Picci.

**Visual Tracking of Points as Estimation on the Unit Sphere.***The Confluence of Vision and Control.*vol. 237pp. 90--105, 1998 [BibTeX]