GIBBS DERIVATIVES IN LINEAR SYSTEM THEORY

In this paper we first give a general characterization of Gibbs derivatives on groups and then discuss their use in linear systems theory considering systems with both deterministic and stochastic input/output signals. We introduce the concept of p-adic linear stochastic systems, offering in that way another field for the application of Gibbs derivatives in a manner corresponding to that used in the theory of dyadic systems and stochastic dyadic systems.

[1]  Fourier-Stieltjes series of Walsh functions , 1957 .

[2]  E. A. Trachtenberg,et al.  Fault Tolerant Computing and Reliable Communication: A Unified Approach , 1988, Inf. Comput..

[3]  Mark G. Karpovsky,et al.  Optimal varying dyadic structure models of time invariant systems , 1988, 1988., IEEE International Symposium on Circuits and Systems.

[4]  Chi-Tsong Chen,et al.  Introduction to linear system theory , 1970 .

[5]  Mark G. Karpovsky,et al.  Some Optimization Problems for Convolution Systems over Finite Groups , 1977, Inf. Control..

[6]  J. E. Gibbs,et al.  Harmonic differential calculus and filtering in Galois fields , 1976, ICASSP.

[7]  P. Butzer,et al.  Walsh-fourier series and the concept of a derivative † , 1973 .

[8]  R. Stankovic Linear Harmonic Translation Invariant Systems on Finite Non-Abelian Groups , 1986 .

[9]  Iosif Ilitch Gikhman,et al.  Introduction to the theory of random processes , 1969 .

[10]  Mark G. Karpovsky,et al.  Statistical and computational performance of a class of generalized Wiener filters , 1986, IEEE Trans. Inf. Theory.

[11]  T. Nagai DYADIC STATIONARY PROCESSES AND THEIR SPECTRAL REPRESENTATIONS , 1977 .

[12]  Y. Endow Analysis of dyadic stationary processes using the generalized Walsh functions , 1984 .

[13]  R. Stankovic A note on differential operators on finite non-abelian groups , 1986 .

[14]  Paul L. Butzer,et al.  An extension of the dyadic calculus with fractional order derivatives: General theory , 1986 .

[15]  H. E. Chrestenson A class of generalized Walsh functions , 1955 .

[16]  Walsh-function analysis of a certain class of time series , 1974 .

[17]  P. Butzer,et al.  On dyadic analysis based on the pointwise dyadic derivative , 1975 .

[18]  Differentiation on a p-Adic Or p-Series Field , 1978 .

[19]  W Su PSEUDO-DIFFERENTIAL OPERATORS AND DERIVATIVES ON LOCALLY COMPACT VILENKIN GROUPS , 1992 .

[20]  P. Falb,et al.  A Generalized Transform Theory for Causal Operators , 1969 .

[21]  Arch W. Naylor,et al.  A transform technique for multivariable, time-varying, discrete-time, linear systems , 1965, Autom..

[22]  R. S. Stankovic Fast algorithms for calculation of Gibbs derivatives on finite groups , 1991 .

[23]  Wolfgang Engels,et al.  On Walsh differentiable dyadically stationary random processes , 1982, IEEE Trans. Inf. Theory.