Title :
Fourth-Order Spatial Correlation-Coefficient Across the Uplink Receiver´s Spatial Aperture — Analytically Derived in Closed Form
Author :
Wang, Cheng-Siang ; Guo, Meihui ; Wong, Kainam T. ; Piterbarg, Vladimir I.
Author_Institution :
Dept. of Appl. Math., Nat. Sun Yat-sen Univ., Kaohsiung, Taiwan
fDate :
3/1/2012 12:00:00 AM
Abstract :
This paper is first in the open literature (to the authors´ best knowledge) on wireless channel fading to derive the uplink received signal´s fourth-order spatial-correlation coefficient function across a receiving sensor-array´s aperture. This derivation is mathematically rigorous and is based on idealized geometric relationships among the mobile transmitter, the base-station´s receiving antennas, and the scatterers of the channel. The scatterers´ spatial locations are modeled as Poisson distributed, with a Gaussian intensity over a two-dimensional space. This scatterer model has previously been empirically verified to produce faithful expressions for the second-order spatial correlation coefficient. The final formula is in closed form, explicit in terms of the simple geometric model´s few independent parameters.
Keywords :
Gaussian distribution; Poisson distribution; array signal processing; correlation methods; fading channels; radio receivers; receiving antennas; Gaussian intensity; Poisson distribution; base-station receiving antennas; fourth-order spatial correlation-coefficient function; mobile transmitter; receiving sensor-array aperture; scatterer spatial locations; second-order spatial correlation coefficient; two-dimensional space; uplink receiver spatial aperture; wireless channel fading; Apertures; Arrays; Correlation; Fading; Mobile communication; Receivers; Transmitters; Communication channels; dispersive channels; fading channels; geometric modeling; multipath channels; scatter channels; spatial correlation; stochastic geometry;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2012.010512.110401