Title :
Kalman Filtering Based Compensation for I/Q Imbalance and CFO in Time-Varying MIMO OFDM Systems
Author :
Gao, Jingbo ; Zhu, Xu ; Lin, Hai ; Nandi, Asoke K.
Author_Institution :
Dept. of Electr. Eng. & Electron., Univ. of Liverpool, Liverpool, UK
Abstract :
I/Q imbalance and carrier frequency offset (CFO) are two typical radio frequency (RF) circuit analog impairments in wireless communication systems, and degrade the system performance severely. In this paper, we propose a novel Kalman filtering based compensation scheme for I/Q imbalance and CFO in time-varying MIMO OFDM systems. To circumvent CFO and track time variations of wireless communication channels, the CFO is absorbed into the state vector of the equivalent channel model. Moreover, the inter-carrier interference (ICI) caused by phase shift of the cyclic prefix (CP) in the equivalent system is removed by decision feedback filtering, which allows low complexity compensation on each subcarrier independently. Simulation results show that the proposed approach can compensate for I/Q imbalance and CFO effectively and is robust again time variations.
Keywords :
Kalman filters; MIMO communication; OFDM modulation; automatic repeat request; interference suppression; radiocommunication; I/Q imbalance; Kalman filtering; carrier frequency offset; cyclic prefix; decision feedback filtering; inter-carrier interference; multiple-input multiple-output; orthogonal frequency division multiplexing; radio frequency circuit; time-varying MIMO OFDM systems; wireless communication channels; wireless communication systems; Circuits; Degradation; Filtering; Kalman filters; MIMO; OFDM; Radio frequency; System performance; Time varying systems; Wireless communication;
Conference_Titel :
Global Telecommunications Conference, 2009. GLOBECOM 2009. IEEE
Conference_Location :
Honolulu, HI
Print_ISBN :
978-1-4244-4148-8
DOI :
10.1109/GLOCOM.2009.5425696