Title :
Suppression of pilot-contamination in massive MIMO systems
Author :
Neumann, Dominik ; Joham, Michael ; Utschick, Wolfgang
Author_Institution :
Inst. for Signal Process., Tech. Univ. Munchen, Munich, Germany
Abstract :
We propose a novel channel estimation method for suppression of interference during uplink training in massive MIMO systems. The method makes use of the received uplink data to improve upon the estimation of solely training based estimators. It is based on the maximum a-posteriori criterion and outperforms state-of-the-art methods in terms of estimation accuracy and robustness. We further propose a simplified semi-blind method.
Keywords :
MIMO communication; cellular radio; channel estimation; interference suppression; maximum likelihood estimation; radiofrequency interference; cellular network; channel estimation method; fifth generation wireless networks; interference suppression; massive MIMO systems; maximum a-posteriori criterion; pilot-contamination suppression; received uplink data; semiblind method; uplink training; Antennas; Base stations; Channel estimation; MIMO; Signal processing; Training; Uplink;
Conference_Titel :
Signal Processing Advances in Wireless Communications (SPAWC), 2014 IEEE 15th International Workshop on
Conference_Location :
Toronto, ON
DOI :
10.1109/SPAWC.2014.6941307