Title :
A CLT for Capacity Inference Methods under Colored Interference
Author :
Kammoun, Abla ; Couillet, Romain ; Najim, Jamal ; Debbah, Mérouane
Abstract :
In this paper, we address the problem of fast point-to-point channel capacity estimation in the case where the receiver undergoes unknown interference from multiple sources, whereas the channel with the transmitter is perfectly known. For this particular context, we propose a fast estimator for the capacity estimation, and compare its performance with that of the traditional methods. More precisely, we analyse the fluctuations of the traditional and proposed techniques and prove that their behaviors can be approximated by Gaussian random variables for which we derive the variances.
Keywords :
Gaussian processes; channel capacity; channel estimation; interference suppression; random processes; CLT; Gaussian random variable; capacity inference method; central limit theorem; colored interference; point-to-point channel capacity estimation; Estimation; Histograms; IEEE Communications Society; Interference; Radio transmitters; Receivers; Signal to noise ratio;
Conference_Titel :
Global Telecommunications Conference (GLOBECOM 2011), 2011 IEEE
Conference_Location :
Houston, TX, USA
Print_ISBN :
978-1-4244-9266-4
Electronic_ISBN :
1930-529X
DOI :
10.1109/GLOCOM.2011.6134358