Title :
MMSE interference estimation in LTE networks
Author :
Penna, Federico ; Stanczak, Slawomir ; Zhe Ren ; Fertl, Peter
Author_Institution :
Fraunhofer Heinrich Hertz Inst., Berlin, Germany
Abstract :
We present a statistical approach for estimating the interference coupling coefficients in an LTE network based on a set of various measurements available at the network and terminal level. The proposed approach combines the measurements with prior information (spatial correlation among interference links) and takes into account measurement uncertainty. The result is a simple closed-form estimator that allows for fast realtime interference estimation.
Keywords :
Long Term Evolution; estimation theory; least mean squares methods; measurement uncertainty; radiofrequency interference; radiotelemetry; statistical analysis; LTE network; MMSE interference estimation; interference coupling coefficient; measurement uncertainty; simple closed-form estimator; spatial correlation; statistical approach; Decision support systems; Signal processing; Cellular networks; LTE; MMSE; inter-cell interference; least squares; spatial correlation;
Conference_Titel :
Communications (ICC), 2014 IEEE International Conference on
Conference_Location :
Sydney, NSW
DOI :
10.1109/ICC.2014.6884038
