Minimal positive realizations: a survey of recent results and open problems

In this survey paper some recent results on the minimality problem for positive realizations are discussed. In particular, it is firstly shown, by means of some examples, that the minimal dimension of a positive realization of a given transfer function, may be much "larger" than its McMillan degree. Then, necessary and sufficient conditions for the minimality of a given positive realization in terms of positive factorization of the Hankel matrix are given. Finally, necessary and sufficient conditions for a third order transfer function with distinct real positive poles to have a third order positive realization are provided and some open problems related to minimality are discussed.

[1]  Luca Benvenuti,et al.  An example of how positivity may force realizations of ‘large’ dimension , 1999 .

[2]  C. Commault,et al.  An invariant of representations of phase-type distributions and some applications , 1996 .

[3]  P. H. Leslie On the use of matrices in certain population mathematics. , 1945, Biometrika.

[4]  and Charles K. Taft Reswick,et al.  Introduction to Dynamic Systems , 1967 .

[5]  A. Berman,et al.  Nonnegative matrices in dynamic systems , 1979 .

[6]  M. E. Valcher Controllability and reachability criteria for discrete time positive systems , 1996 .

[7]  J. Nieuwenhuis,et al.  About nonnegative realizations , 1982 .

[8]  S. Rinaldi,et al.  Positive Linear Systems: Theory and Applications , 2000 .

[9]  Giorgio Picci,et al.  Primes in several classes of the positive matrices , 1998 .

[10]  M. Lewin On nonnegative matrices , 1971 .

[11]  B. Anderson,et al.  Nonnegative realization of a linear system with nonnegative impulse response , 1996 .

[12]  W. Leontief,et al.  The Structure of American Economy, 1919-1939. , 1954 .

[13]  van Jan Schuppen Stochastic realization problems motivated by econometric modelling , 1985 .

[14]  Y. Ohta,et al.  Reachability, Observability, and Realizability of Continuous-Time Positive Systems , 1984 .

[15]  Lawrence R. Rabiner,et al.  A tutorial on hidden Markov models and selected applications in speech recognition , 1989, Proc. IEEE.

[16]  B. Gopinath,et al.  Charge-routing networks , 1979 .

[17]  Luca Benvenuti,et al.  On the class of linear filters attainable with charge routing networks , 1996 .

[18]  L. Farina On the existence of a positive realization , 1996 .

[19]  Giorgio Picci,et al.  On the Internal Structure of Finite-State Stochastic Processes , 1978 .

[20]  Brian D. O. Anderson,et al.  New Developments in the Theory of Positive Systems , 1997 .

[21]  François Baccelli,et al.  Elements Of Queueing Theory , 1994 .

[22]  Christoforos N. Hadjicostis,et al.  Bounds on the size of minimal nonnegative realizations for discrete-time LTI systems , 1999 .

[23]  K.-H. Förster,et al.  Nonnegative realizations of matrix transfer functions , 2000 .

[24]  Luca Benvenuti,et al.  A note on minimality of positive realizations , 1998 .

[25]  Brian D. O. Anderson,et al.  Minimal positive realizations of transfer functions with positive real poles , 2000 .

[26]  梶谷 文彦,et al.  Compartmental analysis : medical applications and theoretical background , 1984 .

[27]  Luca Benvenuti,et al.  The design of fiber-optic filters , 2001 .