Title :
Performance Tradeoffs Offered by Beamforming in Cognitive Radio Systems: An Analytic Approach
Author :
Jamal, Nadia ; Mitran, Patrick
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Waterloo, Waterloo, ON, Canada
fDate :
10/1/2012 12:00:00 AM
Abstract :
This paper studies the design of beamforming weights for a multi-antenna secondary transmitter in an underlay cognitive setting that simultaneously maximizes the secondary received-power while limiting the primary interference to some threshold ∈. With perfect channel state information (CSI), a closed-form expression for the maximum secondary received-power is found. Under imperfect CSI and when the beamforming weights are computed using the channel estimates, the actual secondary received-power, G, and the actual primary interference-power, I, are derived. We show that the mean E[G] has a term that grows linearly with the number of secondary antennas, N, and additional terms dependent on ∈. Consequently, we obtain tradeoffs between E[G] and c. Under perfect CSI, we show that small increases in c from zero lead to moderate enhancements in E[G] for small N. However, increasing N reduces the enhancements. Under imperfect CSI, the gain in E[G] is less compared to the perfect CSI case. Furthermore, we show that the dominant parts of E[I] are independent of N. Thus, we conclude that there is no significant loss for the secondary to perform null-steering beamforming instead. Moreover, it can employ additional antennas to improve E[G] without generating significant extra interference on the primary.
Keywords :
array signal processing; channel estimation; cognitive radio; radiofrequency interference; transmitting antennas; beamforming weight design; channel estimation; closed-form expression; cognitive radio systems; imperfect CSI; maximum secondary received-power; multiantenna secondary transmitter; null-steering beamforming; perfect channel state information; primary interference-power; Approximation methods; Array signal processing; Cognitive radio; Interference; Radio transmitters; Receivers; Vectors; Underlay cognitive radio; beamforming; estimation error; multiple-input single-output; null-steering;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2012.081312.120180