Title :
Robust interference control techniques for cognitive radios using worst-case performance optimization
Author :
Cumanan, K. ; Krishna, R. ; Sharma, V. ; Lambotharan, S.
Author_Institution :
Adv. Signal Process. Group, Loughborough Univ., Loughborough
Abstract :
Cognitive radio networks have the ability to efficiently utilize the radio spectrum by allowing unlicensed users to communicate in the licensed frequency bands. Transmit beamformers can be designed by setting constraints on the interference temperature of the licensed users and signal to interference and noise ratios (SINRs) of the cognitive users. This design is however very sensitive to errors in channel state information (CSI). In this paper, we propose robust beamforming techniques for cognitive radios using worst-case performance optimization. The proposed beamformer has the ability to control the interference leaked to licensed users below a target value for all possible errors in the CSI. The problem is formulated within a convex optimization framework with constraints on worst-case errors. The performance of the robust beamformer is compared with non-robust beamformer in terms of bit error rates of the licensed users and probability density function of the interference power.
Keywords :
array signal processing; channel estimation; cognitive radio; error statistics; interference (signal); probability; telecommunication control; bit error rates; channel state information; cognitive radio networks; cognitive radios; convex optimization framework; interference power; interference temperature; licensed frequency bands; probability density function; radio spectrum; robust beamforming techniques; robust interference control techniques; signal to interference and noise ratios; worst-case performance optimization; Channel state information; Cognitive radio; Frequency; Interference constraints; Optimization; Radio control; Robust control; Signal design; Signal to noise ratio; Temperature sensors;
Conference_Titel :
Information Theory and Its Applications, 2008. ISITA 2008. International Symposium on
Conference_Location :
Auckland
Print_ISBN :
978-1-4244-2068-1
Electronic_ISBN :
978-1-4244-2069-8
DOI :
10.1109/ISITA.2008.4895658