Title :
Joint channel estimation and pilot allocation in underlay cognitive MISO networks
Author :
Alodeh, Maha ; Chatzinotas, Symeon ; Ottersten, Bjorn
Author_Institution :
Interdiscipl. Centre for Security, Univ. of Luxembourg, Luxembourg, Luxembourg
Abstract :
Cognitive radios have been proposed as agile technologies to boost the spectrum utilization. This paper tackles the problem of channel estimation and its impact on downlink transmissions in an underlay cognitive radio scenario. We consider primary and cognitive base stations, each equipped with multiple antennas and serving multiple users. Primary networks often suffer from the cognitive interference, which can be mitigated by deploying beamforming at the cognitive systems to spatially direct the transmissions away from the primary receivers. The accuracy of the estimated channel state information (CSI) plays an important role in designing accurate beamformers that can regulate the amount of interference. However, channel estimate is affected by interference. Therefore, we propose different channel estimation and pilot allocation techniques to deal with the channel estimation at the cognitive systems, and to reduce the impact of contamination at the primary and cognitive systems. In an effort to tackle the contamination problem in primary and cognitive systems, we exploit the information embedded in the covariance matrices to successfully separate the channel estimate from other users´ channels in correlated cognitive single input multiple input (SIMO) channels. A minimum mean square error (MMSE) framework is proposed by utilizing the second order statistics to separate the overlapping spatial paths that create the interference. We validate our algorithms by simulation and compare them to the state of the art techniques.
Keywords :
antenna arrays; array signal processing; channel estimation; cognitive radio; covariance matrices; higher order statistics; mean square error methods; radio receivers; radiofrequency interference; CSI; MMSE; SIMO channels; beamforming; channel state information; cognitive base stations; cognitive interference; cognitive radios; contamination problem; covariance matrices; downlink transmissions; joint channel estimation; minimum mean square error; multiple antennas; pilot allocation; primary base stations; primary receivers; second order statistics; single input multiple input channels; underlay cognitive MISO networks; Base stations; Channel estimation; Contamination; Estimation; Interference; Resource management; Training; Pilot contamination; channel estimation; cognitive radio; pilot allocation;
Conference_Titel :
Wireless Communications and Mobile Computing Conference (IWCMC), 2014 International
Conference_Location :
Nicosia
Print_ISBN :
978-1-4799-7324-8
DOI :
10.1109/IWCMC.2014.6906458