DocumentCode :
1776143
Title :
Blind source separation-based multi-user detection for multi-antenna QAM receivers with I/Q imbalances
Author :
Yang, Tao ; Salama, Yassir ; Matyjas, John ; Michalak, Richard
Author_Institution :
Electr., Comput., Software & Syst. Eng., Embry-Riddle Aeronaut. Univ., Daytona Beach, FL, USA
fYear :
2014
fDate :
5-7 June 2014
Firstpage :
221
Lastpage :
224
Abstract :
This paper presents a blind multi-user detection technique for multi-antenna quadrature amplitude modulation (QAM) receivers with Inphase/Quadrature phase (I/Q) imbalances. The estimation of multiple users in the presence of I/Q imbalances is performed by Blind Source Separation (BSS) methods. While the complex-valued signal model for multi-antenna QAM receivers does not lend itself to BSS due to the effect of I/Q imbalances, reformulating the signal model to a real-valued equivalent form enables the application of BSS. The proposed method enables multiple users to share the same bandwidth simultaneously in different geographical locations, and avoids the need for the knowledge of the channel state information. In addition, despite of the presence of I/Q imbalances in all receiver branches, the number of antenna required in the receiver is equal to the number of users. Computer simulations are conducted using the popular Fast-ICA (Independent Component Analysis) algorithm, and the simulation results confirmed the effectiveness of the proposed technique.
Keywords :
antenna arrays; blind source separation; independent component analysis; multiuser detection; quadrature amplitude modulation; receivers; BSS methods; I/Q imbalances; blind source separation-based multiuser detection; channel state information; fast-ICA algorithm; independent component analysis; inphase-quadrature phase imbalances; multiantenna QAM receivers; multiantenna quadrature amplitude modulation receivers; real-valued equivalent form; Interference; MIMO; OFDM; Quadrature amplitude modulation; Receivers; Signal to noise ratio; Vectors; I/Q equalization; Multi-antenna receivers; Wireless communication;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electro/Information Technology (EIT), 2014 IEEE International Conference on
Conference_Location :
Milwaukee, WI
Type :
conf
DOI :
10.1109/EIT.2014.6871765
Filename :
6871765
Link To Document :
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