Abstract
The Rayleigh product channel model is useful in capturing the performance degradation due to rank deficiency of MIMO channels. In this paper, such a performance degradation is investigated via the distribution of mutual information assuming the block fading channels and the uniform power transmission scheme. Using techniques of free probability theory, the asymptotic variance of mutual information is derived when the dimensions of the channel matrices approach infinity. In this asymptotic regime, the mutual information is rigorously proven to be Gaussian distributed. Using the obtained results, a fundamental tradeoff between multiplexing gain and diversity gain of Rayleigh product channels under the uniform power transmission can be characterized by the closed-form expression at any finite signal-to-noise ratio. Numerical results are provided to compare the outage performance between the Rayleigh product channels and the conventional Rayleigh MIMO channels.
Original language | English |
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Article number | 7802604 |
Pages (from-to) | 1731-1745 |
Number of pages | 15 |
Journal | IEEE Transactions on Information Theory |
Volume | 63 |
Issue number | 3 |
DOIs | |
Publication status | Published - Mar 2017 |
Externally published | Yes |
Keywords
- Central limit theorem
- Finite-SNR diversity-multiplexing tradeoff
- Free probability theory
- MIMO
- Mutual information
- Rayleigh product channels