On the Phase Statistics of the κ-μ Process

A comprehensive study on the $\kappa $ - $\mu $ phase statistics is conducted. A substantial number of new formulas, exact and approximate, closed form, and integral form, are presented. In particular, a tight close-form approximation for the phase probability density function is found that yields results almost indistinguishable from the exact integral formulation. Most strikingly, the approximate formulation comprises the exact Nakagami- $m$ phase as well as the exact Von Mises (Tikhonov) densities. Joint statistics involving combinations of the envelope, phase, and their time derivatives are derived in an exact manner. The exact phase crossing rate is then obtained in an integral form. A closed-form approximation is proposed that yields very good results as compared to the exact formulation. A Monte Carlo simulation plot is used to validate the formula of the exact phase crossing rate. The formulations presented here drastically facilitate the use of the phase statistics of the $\kappa $ - $\mu $ fading model.

[1]  Caijun Zhong,et al.  On the capacity of non-uniform phase MIMO nakagami-m fading channels , 2010, IEEE Communications Letters.

[2]  M.D. Yacoub,et al.  The κ-μ distribution and the η-μ distribution , 2007, IEEE Antennas and Propagation Magazine.

[3]  R.G. Vaughan,et al.  Signals in mobile communications: A review , 1986, IEEE Transactions on Vehicular Technology.

[4]  Arogyaswami Paulraj,et al.  Optimum Space-time Transmission for a High K Factor Wireless Channel with Partial Channel Knowledge , 2004 .

[5]  Suman Kumar,et al.  Analysis of Outage Probability and Capacity for κ-μ/η-μ Faded Channel , 2015, IEEE Commun. Lett..

[6]  Eyidayo Adebola,et al.  Unified analysis of energy detectors with diversity reception in generalised fading channels , 2014, IET Commun..

[7]  Daniel Benevides da Costa,et al.  Generalized Nakagami-m phase crossing rate , 2006, IEEE Communications Letters.

[8]  Don H. Johnson,et al.  Symmetrizing the Kullback-Leibler Distance , 2001 .

[9]  W. Scanlon,et al.  Higher-order statistics for k-μ distribution , 2007 .

[10]  Eyidayo Adebola,et al.  Asymptotic analysis of digital modulations in κ-μ, η-μ and α-μ fading channels , 2014, IET Commun..

[11]  Simon L. Cotton,et al.  Human Body Shadowing in Cellular Device-to-Device Communications: Channel Modeling Using the Shadowed $\kappa-\mu$ Fading Model , 2015, IEEE Journal on Selected Areas in Communications.

[12]  R. Clarke A statistical theory of mobile-radio reception , 1968 .

[13]  Michel Daoud Yacoub,et al.  Nakagami-m phase-envelope joint distribution , 2005 .

[14]  Sari Khatalin,et al.  Performance analysis of switch and stay combining diversity system over κ–μ fading channels , 2015 .

[15]  S. O. Rice,et al.  Statistical properties of a sine wave plus random noise , 1948, Bell Syst. Tech. J..

[16]  M. Yacoub,et al.  On higher order statistics of the Nakagami-m distribution , 1999 .

[17]  Michel Daoud Yacoub,et al.  The κ-μ phase-envelope joint distribution , 2008, 2008 IEEE 19th International Symposium on Personal, Indoor and Mobile Radio Communications.

[18]  Matthias Pätzold,et al.  On the crossing statistics of phase processes and random FM noise in Nakagami-q mobile fading channels , 2005, IEEE Transactions on Wireless Communications.

[19]  Khairi Ashour Hamdi Analysis of OFDM over Nakagami-m Fading with Nonuniform Phase Distributions , 2012, IEEE Transactions on Wireless Communications.

[20]  R. A. Leibler,et al.  On Information and Sufficiency , 1951 .

[21]  George K. Karagiannidis,et al.  Analytic Expressions and Bounds for Special Functions and Applications in Communication Theory , 2014, IEEE Transactions on Information Theory.

[22]  S.A. Kotsopoulos,et al.  Generalized Phase-Crossing Rate and Random FM Noise for $\alpha{-}\mu$ Fading Channels , 2010, IEEE Transactions on Vehicular Technology.

[23]  José F. Paris Statistical Characterization of $\kappa{ - }\mu$ Shadowed Fading , 2014, IEEE Transactions on Vehicular Technology.

[24]  E. Conforti,et al.  Asymptotically Efficient Moment-Based Estimator of the $\kappa $ Parameter for the $\kappa -\mu $ Distribution , 2015, IEEE Antennas and Wireless Propagation Letters.

[25]  Rakhesh Singh Kshetrimayum,et al.  Error performance of two-hop decode and forward relaying systems with source and relay transmit antenna selection , 2015 .

[26]  Simon L. Cotton,et al.  A Statistical Model for Shadowed Body-Centric Communications Channels: Theory and Validation , 2014, IEEE Transactions on Antennas and Propagation.

[27]  Michel Daoud Yacoub,et al.  On the Distribution of Signal Phase in Body Area Networks , 2010, IEEE Communications Letters.

[28]  Eyidayo Adebola,et al.  Partial area under the receiver operating characteristics curves of diversity-enabled energy detectors in generalised fading channels , 2014, IET Commun..

[29]  D. Hess,et al.  Cycle Slipping in a First-Order Phase-Locked Loop , 1968 .