Title :
On imperfect CSI for the downlink of a two-tier network
Author :
Akoum, Salam ; Kountouris, Marios ; Heath, Robert W., Jr.
Author_Institution :
ECE Dept., Univ. of Texas at Austin, Austin, TX, USA
fDate :
July 31 2011-Aug. 5 2011
Abstract :
In this paper, we consider a hierarchical two-tier cellular network where a macrocell is overlaid with a tier of randomly distributed femtocells. We evaluate the combined effect of uncoordinated cross-tier interference, feedback delay, and quantization errors on the achievable rate of transmit beamforming with imperfect channel state information (CSI). We model the femtocell spatial distribution as a Poisson point process (PPP) and the temporal correlation of the channel according to a Gauss-Markov model. Using stochastic geometry tools, we derive the probability of outage at the macrocell users as a function of the temporal correlation, the femtocell density, and the feedback rate. We compute the maximum average achievable rate on the downlink of the macrocell network using a properly designed rate backoff scheme. We show that transmit beamforming with imperfect CSI is a viable option for the downlink of a two-tier cellular network, and that rate backoff recovers the loss in rate due to packet outage.
Keywords :
Gaussian processes; Markov processes; femtocellular radio; radio links; Gauss-Markov model; Poisson point process; distributed femtocell; downlink; feedback delay; feedback rate; femtocell density; femtocell spatial distribution; imperfect CSI; imperfect channel state information; macrocell network; packet outage; probability; quantization error; rate backoff scheme; stochastic geometry tool; transmit beamforming; two-tier cellular network; uncoordinated cross-tier interference; Array signal processing; Delay; Femtocells; Interference; Macrocell networks; Quantization;
Conference_Titel :
Information Theory Proceedings (ISIT), 2011 IEEE International Symposium on
Conference_Location :
St. Petersburg
Print_ISBN :
978-1-4577-0596-0
Electronic_ISBN :
2157-8095
DOI :
10.1109/ISIT.2011.6034189