Title :
Linear Precoding for Broadcast Channels with Confidential Messages under Transmit-Side Channel Correlation
Author :
Geraci, Giovanni ; Al-Nahari, Azzam Y. ; Yuan, Jiaxin ; Collings, Iain B.
Author_Institution :
Sch. of Electr. Eng. & Telecommun., Univ. of New South Wales, Sydney, NSW, Australia
Abstract :
In this paper, we analyze the performance of regularized channel inversion (RCI) precoding in multiple-input single-output (MISO) broadcast channels with confidential messages under transmit-side channel correlation. We derive a deterministic equivalent for the achievable per-user secrecy rate which is almost surely exact as the number of transmit antennas and the number of users grow to infinity in a fixed ratio, and we determine the optimal regularization parameter that maximizes the deterministic equivalent of the secrecy rate. Furthermore, we obtain deterministic equivalents for the secrecy rates achievable by: (i) zero forcing precoding and (ii) single user beamforming. The accuracy of our analysis is validated by simulations of finite-size systems.
Keywords :
array signal processing; broadcast channels; precoding; transmitting antennas; wireless channels; MISO broadcast channels; RCI precoding; confidential messages; linear precoding; multiple-input single-output broadcast channels; optimal regularization parameter; regularized channel inversion; single user beamforming; transmit antennas; transmit-side channel correlation; zero forcing precoding; Array signal processing; Correlation; Educational institutions; Interference; Receivers; Signal to noise ratio; Transmitting antennas; Physical layer security; broadcast channel; channel correlation; linear precoding; random matrix theory;
Journal_Title :
Communications Letters, IEEE
DOI :
10.1109/LCOMM.2013.050313.130353