Books:
- T. Kailath, A.H. Sayed and B. Hassibi,
State Space Estimation,
Prentice-Hall, 1999.
- B. Hassibi, A.H. Sayed and T. Kailath,
Indefinite Quadratic Estimation and Control: A Unified Approach to H-2 and
H-infinity Theories,
SIAM Studies in Applied Mathematics
, 1999. ISBN 0-89871-411-7
Published and Submitted Journal Papers:
- L. Tong, G. Xu, B. Hassibi and T. Kailath,
Blind channel identification based on second-order statistics:
A frequency-domain approach,
IEEE Transactions on Information Theory, vol. 41,
no. 1, pp. 329-334, Jan. 1995.
- B. Hassibi, A.H. Sayed and T. Kailath,
Linear estimation in Krein spaces - part I: Theory,
IEEE Transactions on Automatic Control, vol. 41, no. 1,
pp. 18-33, Jan. 1996.
- B. Hassibi, A.H. Sayed and T. Kailath,
Linear estimation in Krein spaces - part II: Applications,
IEEE Transactions on Automatic Control, vol. 41, no. 1,
pp. 34-49, Jan. 1996.
- B. Hassibi, A.H. Sayed and T. Kailath,
H-infinity optimality of the LMS algorithm,
IEEE Transactions on Signal Processing, vol. 44, no. 2,
Feb. 1996.
- A.H. Sayed, B. Hassibi and T. Kailath,
Inertia properties of indefinite quadratic forms,
IEEE Signal Processing Letters, vol 3., no. 2, pp. 57-59, Feb. 1996.
- B. Hassibi, A.H. Sayed and T. Kailath,
Array algorithms for H-infinity estimation,
to appear in the IEEE Transactions on Automatic Control.
- B. Hassibi, T. Kailath, and A.H. Sayed,
Array algorithms for H-2 and H-infinity estimation,
to appear in Applied and Computational Control, Signals and
Circuits, 1999.
- B. Hassibi, A.E. Erdogan and T. Kailath,
Equalization with an H-infinity criterion,
submitted to IEEE Transactions on Automatic Control.
- A.E. Erdogan, B. Hassibi and T. Kailath,
On H-infinity equalization of communication channels,
submitted to IEEE Transactions on Signal Processing.
- B. Hassibi and T. Kailath,
H-infinity bounds for least-squares estimators,
submitted to IEEE Transactions on Automatic Control.
- B. Hassibi and T. Kailath,
H-infinity filtering of signals in additive noise
submitted to IEEE Transactions on Signal Processing.
- B. Hassibi and T. Kailath,
A factorization approach to the algebraic Riccati equation with indefinite
coefficient matrices,
submitted to IEEE Transactions on Automatic Control.
- B. Hassibi and T. Kailath,
New convergence results for the discrete-time Riccati recursion,
submitted to IEEE Transactions on Automatic Control.
- B. Hassibi and T. Kailath,
H-infinity adaptive filtering,
submitted to IEEE Transactions on Signal Processing.
- B. Hassibi and T. Kailath,
l-step H-infinity prediction,
submitted to IEEE Transactions on Signal Processing.
- B. Hassibi and T. Kailath,
H-infinity-optimal tracking,
submitted to IEEE Transactions on Automatic Control.
- B. Sayyarrodsari, J.P. How, B. Hassibi, and A. Carrier,
Estimation-based synthesis of H-infinity-optimal adaptive FIR
filters for filter-LMS problems,
submitted to IEEE Transactions on Signal Processing.
Published as Book Chapters:
- T. Kailath, B. Hassibi and A. H. Sayed,
H-infinity filtering is just Kalman filtering in Krein space,
in Computing and Intelligent Systems, eds. S. Keerthi,
Y. Narahari and N. Viswanadham, Tata McGraw-Hill Publishing Co. Ltd.,
pp. 7-15, New Delhi, 1993.
- B. Hassibi, A.H. Sayed and T. Kailath,
LMS and backpropagation are minimax filters,
in Theoretical Advances in Neural Computation and Learning,
V. Roychowdhury, K.Y.
Siu, and A. Orlitsky, Eds., pp. 424-449, Kluwer 1994.
- B. Hassibi, A.H. Sayed and T. Kailath,
LMS is H-infinity optimal,
in Adaptive Control, Filtering and Signal Processing,
K.J. Astrom, G.C. Goodwin and P.R. Kumar Eds., pp. 65-89,
Springer-Verlag, 1995.
- A.H. Sayed, B. Hassibi and T. Kailath,
Inertia conditions for the
minimization of quadratic forms in indefinite metric spaces,
in Operator Theory: Advances and Applications, I. Gohberg,
P. Lancaster and P.N. Shivakumar, Eds., pp. 309-347, Operator Theory:
Advances and Applications, Vol. 87, Birkhauser, 1996.
- A.H. Sayed, B. Hassibi and T. Kailath,
Adaptive filtering,
in McGraw-Hill Encyclopedia of Science & Technology, S.P.
Parker, Editor, McGraw-Hill, 1997.
- T. Kailath, A.H. Sayed, and B. Hassibi,
Kalman filters,
in Wiley Encyclopedia of Electrical and Electronics
Engineering, 1999.
NIPS Proceedings, Published by Morgan-Kaufmann and MIT Press:
- B. Hassibi and D.G. Stork,
Second order derivatives for network pruning: Optimal brain surgeon,
in Advances in Neural Information Processing Systems, Vol 5,
S.J. Hanson, J.D. Cowan and C.L. Giles, Eds., pp. 164-172,
Morgan-Kaufmann, Apr 1993.
- B. Hassibi, D.G. Stork, G. Wolf and T. Watanabe,
Optimal brain surgeon: Extensions, streamlining and performance comparisons,
in Advances in Neural Information Processing Systems, Vol 6,
J.D. Cowan, G. Tesauro and J. Alspector, Eds., pp. 263-271,
Morgan-Kaufmann, Apr 1994.
- B. Hassibi, A.H. Sayed and T. Kailath,
H-infinity optimality criteria for LMS and backpropagation,
in Advances in Neural Information Processing Systems, Vol 6,
J.D. Cowan, G. Tesauro and J. Alspector, Eds., pp. 351-359,
Morgan-Kaufmann, Apr 1994.
- B. Hassibi and T.Kailath,
H-infinity optimal training algorithms
and their relation to backpropagation,
in Advances in Neural Information Processing Systems, Vol 7,
G. Tesauro, D.S. Touretzky and T.K. Leen, Eds., pp. 191-199, MIT-Press,
Apr 1995.
Conference Papers:
- B. Hassibi,
Analog fault diagnosis for frequency independent circuits,
Proceedings of the IASTED International
Conference on Control and Modelling, pp. 337-342, Tehran, Aug 1990.
- B. Hassibi,
Identifying the resistors in a network via input-output measurements,
Proceedings of the International Conference on Applied Mathematics,
Tehran, Aug 1991.
- B. Hassibi, D.G. Stork and G. Wolf,
Optimal brain surgeon and general network pruning,
Proceedings of the 1993 IEEE
International Conference on Neural Networks, pp. 293-300, San
Francisco, CA, Apr 1993.
- B. Khalaj, B. Hassibi, A. Paulraj and T. Kailath,
Blind identification of FIR channels using antenna arrays,
Proceedings of the 27th Asilomar Conference on Signals, Systems and
Computers, pp. 721-726, Pacific Grove, CA, Nov 1993.
- T. Kailath, B. Hassibi and A.H. Sayed,
H-infinity filtering is just Kalman filtering in Krein space,
Proceedings of the Silver Jubilee Workshop on Computing and
Intelligent Systems, pp. 5-16, Bangalore, India, Dec 1993.
- B. Hassibi, A.H. Sayed and T. Kailath,
LMS and backpropagation are minimax filters,
Proceedings of the 1993
NIPS workshop on Complexity Issues in Neural Computation and
Learning, Dec 1993, Vail, CO.
- B. Hassibi, A.H. Sayed and T. Kailath,
Recursive linear estimation in Krein spaces - part I: Theory,
Proceedings of the 32nd IEEE Conference on Decision and Control,
pp.3489-3495, San Antonio, TX, Dec 1993.
- B. Hassibi, A.H. Sayed and T. Kailath,
Recursive linear estimation in Krein spaces - part II: Applications,
Proceedings of the 32nd IEEE Conference on Decision and Control,
pp.3495-3501, San Antonio, TX, Dec 1993.
- B. Hassibi, A.H. Sayed and T. Kailath,
LMS is H-infinity optimal,
Proceedings of the 32nd IEEE Conference on Decision and Control,
pp.74-80, San Antonio, TX, Dec 1993.
- B. Hassibi, A.H. Sayed and T. Kailath,
Recursive linear estimation in Krein spaces with applications to H-infinity
problems,
Systems and Networks: Mathematical Theory and
Applications, Vol. 2, U. Helmke, R. Mennicken and J. Saurer, Eds.,
pp. 703-707, Akademie Verlag, 1994.
- B. Hassibi, A.H. Sayed and T. Kailath,
H-infinity filtering as Kalman filtering in Krein space,
Proceedings of the Rockwell Symposium, Feb 1994, Anaheim, CA.
- B. Hassibi, H. Aghajan, B. Khalaj, A. Paulraj and T. Kailath,
Spatio-Temporal Blind Identification of FIR Channels for Multiple Users,
Proceedings of CISS '94, Princeton, NJ.
- B. Hassibi, A. Paulraj and T. Kailath,
On a closed-form solution to the constant modulus factorization problem,
Proceedings of the 28th Asilomar Conference on Signals, Systems
and Computers, Pacific Grove, CA, Nov 1994.
- B. Hassibi and T. Kailath,
Adaptive filtering with an H-infinity criterion,
Proceedings of 28th Asilomar Conference on Signals,
Systems and Computers, Pacific Grove, CA, Nov 1994.
- H. Aghajan, B. Hassibi, B. Khalaj, A. Paulraj and T. Kailath,
Blind identification of FIR channels with multiple users via
spatio-temporal processing,
Proceedings of GLOBECOM '94, San Francisco, CA, Nov 1994.
- B. Hassibi and T. Kailath,
H-infinity bounds for the recursive-least-squares algorithm,
Proceedings of the 33rd IEEE Conference on Decision and Control,
pp. 3927-3929, Orlando, FL, Dec 1994.
- B. Hassibi, A.H. Sayed and T. Kailath,
Square-root arrays and Chandrasekhar recursions for H-infinity problems,
Proceedings of the 33rd IEEE Conference on Decision and
Control, pp. 2237-2243, Orlando, FL, Dec 1994.
- B. Hassibi and T. Kailath,
H-infinity adaptive filtering,
Proceeding of the 1995 IEEE International Conference on
Acoustics, Speech and Signal Processing, pp. 949-952, Detroit, MI,
May 1995.
- A.H. Sayed, B. Hassibi and T. Kailath,
Inertia conditions for the minimization of quadratic forms in indefinite
metric spaces,
Proceedings of the 1995 American Control Conference,
pp. 4389-4393, Seattle, WA, Jun. 1995.
- B. Halder, B. Hassibi and T. Kailath,
Mixed H-2/H-infinity estimation: Preliminary analytic characterization
and a numerical solution,
Proceedings of the 1996 IFAC World
Congress, vol. J, pp. 37-42, San Francisco, CA, Jun 1996.
- B. Hassibi and T. Kailath,
Mixed least-mean-squares/H-infinity-optimal adaptive filtering,
Proceedings of the 30th Asilomar Conference on Signals, Systems and
Computers, Pacific Grove, CA, Nov 1996.
- B. Halder, B. Hassibi and T. Kailath,
State-space structure of finite-horizon mixed H-2/H-infinity filters,
Proceedings of the 1997 American Control Conference, Albuquerque, NM,
June 1997.
- B. Hassibi and T. Kailath,
On nonlinear filters for mixed H-2/H-infinity estimation,
Proceedings of the 1997 American Control Conference, Albuquerque, NM,
June 1997.
- B. Hassibi and T. Kailath,
Tracking with an H-infinity criterion,
Proceedings of the 37th IEEE Conference on Decision
and Control, San Diego CA, Dec 1997.
- B. Halder, B. Hassibi and T. Kailath,
Linearly combined mixed H-2/H-infinity controllers,
Proceedings of the 37th IEEE Conference on Decision
and Control, San Diego CA, Dec 1997.
- B. Hassibi and T. Kailath,
On adaptive filtering with combined least-mean-squares and H-infinity criteria,
Proceedings of the 31st Asilomar Conference on Signals,
Systems and Computers Pacific Grove, CA, Nov 1997.
- B. Hassibi and T. Kailath,
On optimal solutions to two-block H-infinity problems,
Proceedings of the 1998 American Control Conference,
Philadelphia, PA, 1998.
- B. Halder, B. Hassibi and T. Kailath,
State-feedback mixed H-2/H-infinity control,
Proceedings of the 1998 American Control Conference,
Philadelphia, PA, 1998.
- B. Sayyarrodsari, B. Hassibi and J. How,
An H-infinity-optimal alternative to the FxLMS algorithm,
Proceedings of the 1998 American Control Conference,
Philadelphia, PA, 1998.
- B. Sayyarrodsari, J. How, B. Hassibi and A. Carrier,
An estimation-based approach to the design of apaptive IIR filters,
Proceedings of the 1998 American Control Conference,
Philadelphia, PA, 1998.
- H. Hindi, B. Hassibi and S.P. Boyd,
Multi-objective H-2H-infinity-optimal control via finite-dimensional
Q-parametrization and linear matrix inequalities,
Proceedings of the 1998 American Control Conference,
Philadelphia, PA, 1998.
- B. Hassibi, A.E. Erdogan and T. Kailath,
Equalization with an H-infinity criterion,
Proceedings of the 1998 IEEE Symposium
on Information Theory, Boston MA, August 1998.
- A.E. Erdogan, B. Hassibi and T.Kailath,
H-infinity equalization of communication channels,
Proceedings of the 23rd International Conference on Acoustics,
Speech and Signal Processing, Seattle WA, May 1998.
- B. Hassibi and T.Kailath,
On robust two-block problems,
Proceedings of the 38th IEEE Conference on Decision and
Control, Tampa Bay, FL, Dec.~1998.
- B. Hassibi and T.Kailath,
H-infinity-optimality of H-2 predictors,
Proceedings of the 38th IEEE Conference on Decision and
Control, Tampa Bay, FL, Dec.~1998.
- B. Hassibi and T.Kailath,
Upper bounds for mixed H-2/H-infinity control,
Proceedings of the 38th IEEE Conference on Decision and
Control, Tampa Bay, FL, Dec.~1998.
- B. Sayyarrodsari, J. How, B. Hassibi and A. Carrier,
An LMI formulation for the estimation-based approach to the design of
adaptive filters,
Proceedings of the 38th IEEE Conference on Decision and
Control, Tampa Bay, FL, Dec.~1998.
- H. Vikalo, B. Hassibi, and T. Kailath,
H-infinity-optimal reconstruction in noisy filter banks,
Proceedings of the 24th International Conference on Acoustics,
Speech and Signal Processing, Phoenix AZ, March 1999.