Fundamental limits of covert communication over MIMO AWGN channel
Fundamental limits of covert communication over MIMO AWGN channel
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DOI：
10.1109/cns.2017.8228657
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发表时间：
2017-05
期刊：
影响因子：
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通讯作者：
A. Abdelaziz;C. E. Koksal
中科院分区：
文献类型：
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作者：
A. Abdelaziz;C. E. Koksal
Fundamental limits of covert communication have been studied for different models of scalar channels. It was shown that, over n independent channel uses, O(√n) bits can transmitted reliably over a public channel while achieving an arbitrarily low probability of detection (LPD) by other stations. This result is well known as the square-root law and even to achieve this diminishing rate of covert communication, all existing studies utilized some form of secret shared between the transmitter and the receiver. In this paper, we establish the limits of LPD communication over the MIMO AWGN channel. In particular, using relative entropy as our LPD metric, we study the maximum codebook size for which the transmitter can guarantee reliability and LPD conditions are met. We first show that, the optimal codebook generating input distribution under δ-PD constraint is the zero-mean Gaussian distribution. Then, assuming channel state information (CSI) on only the main channel at the transmitter, we derive the optimal input covariance matrix, hence, establishing scaling laws of the codebbok size. We evaluate the codebook scaling rates in the limiting regimes for the number of channel uses (asymptotic block length) and the number of antennas (massive MIMO). We show that, in the asymptotic block-length regime, square-root law still holds for the MIMO AWGN. Meanwhile, in massive MIMO limit, the codebook size, while it scales linearly with √n, it scales exponentially with the number of transmitting antennas. The practical implication of our result is that MIMO has the potential to provide a substantial increase in the file sizes that can be covertly communicated subject to a reasonably low delay.
