Title :
A generic correlated Nakagami fading model for wireless communications
Author_Institution :
Dept. of Electron. Eng., City Univ. of Hong Kong, China
Abstract :
A complete statistical characterization of correlated Nakagami channels is either their joint probability density function or their joint characteristic function (CHF), which is indispensable to many applications in wireless communications. The classical correlated multivariate Nakagami model in current use is subject to a restriction that the fading parameters must be identical. We derive a generic correlated Nakagami fading model, in the form of a multiple CHF, allowing for an arbitrary covariance matrix and distinct real fading parameters. The application of the new model to wireless communications is also presented.
Keywords :
covariance matrices; fading channels; gamma distribution; multipath channels; radiocommunication; statistical analysis; Nakagami fading model; characteristic function; correlated Nakagami channels; covariance matrix; gamma distribution; generic model; multipath modeling; multivariate Nakagami model; probability density function; statistical characterization; statistical multivariate analysis; wireless communications; Communications Society; Covariance matrix; Cultural differences; Fading; Mobile communication; Multipath channels; Nakagami distribution; Power engineering and energy; Probability density function; Wireless communication;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2003.819216