Title :
The distribution functions of certain random geometric series concerning intersymbol interference
Author_Institution :
Inst. of Stat. & Oper. Res., Victoria Univ., Wellington, New Zealand
fDate :
11/1/1991 12:00:00 AM
Abstract :
The author presents some numerical methods for the calculation of the distribution functions of certain random geometric series. The semicontraction mapping approach of A. Huzii and H. Sugiyama (Electron. Commun. Jap.., vol.53-A, p.21-30, 1970) is generalized to give a convergent solution for most cases of interest. Also, initial approximations are discussed based on the moments of the distribution. In particular, the normal approximation seems a useful candidate since it is easy to construct. An alternative technique is outlined based on the Fourier transforms of the density functions. This approach seems to be particularly useful when accurate results are required
Keywords :
convergence of numerical methods; information theory; intersymbol interference; random functions; series (mathematics); Fourier transforms; convergence; density functions; distribution functions; information theory; intersymbol interference; normal approximation; numerical methods; random geometric series; semicontraction mapping approach; Binary phase shift keying; Data communication; Delay estimation; Detectors; Distribution functions; Equations; Fourier transforms; Intersymbol interference; Quadrature phase shift keying; Random variables;
Journal_Title :
Information Theory, IEEE Transactions on