Characterization of Mutual Information of Spatially Correlated MIMO Channels with Keyhole

2007 ◽  
Author(s):  
A. Muller ◽  
J. Speidel
Keyword(s):  
Mutual Information ◽  
Mimo Channels ◽  
Spatially Correlated

Capacity Analysis for Correlated Multi-Hop MIMO Channels under Colored Noise

2015 ◽  
Vol 1 ◽  
pp. 41
Author(s):  
Nguyen N. Tran ◽  
Ha X. Nguyen
Keyword(s):  
Computational Complexity ◽  
Mutual Information ◽  
Closed Form Solution ◽  
Optimal Solution ◽  
Form Solution ◽  
Maximization Problem ◽  
Capacity Analysis ◽  
Mimo Channels ◽  
Average Mutual Information ◽  
Channel Output

A capacity analysis for generally correlated wireless multi-hop multi-input multi-output (MIMO) channels is presented in this paper. The channel at each hop is spatially correlated, the source symbols are mutually correlated, and the additive Gaussian noises are colored. First, by invoking Karush-Kuhn-Tucker condition for the optimality of convex programming, we derive the optimal source symbol covariance for the maximum mutual information between the channel input and the channel output when having the full knowledge of channel at the transmitter. Secondly, we formulate the average mutual information maximization problem when having only the channel statistics at the transmitter. Since this problem is almost impossible to be solved analytically, the numerical interior-point-method is employed to obtain the optimal solution. Furthermore, to reduce the computational complexity, an asymptotic closed-form solution is derived by maximizing an upper bound of the objective function. Simulation results show that the average mutual information obtained by the asymptotic design is very closed to that obtained by the optimal design, while saving a huge computational complexity.

Bounds and approximations on the ergodic mutual information of spatially correlated Nakagami-mMIMO channels

2016 ◽  
Vol 27 (6) ◽  
pp. 842-856 ◽  
Author(s):  
Antonio Alisson P. Guimarães ◽  
Marios Kountouris ◽  
Charles Casimiro Cavalcante
Keyword(s):  
Mutual Information ◽  
Spatially Correlated

Performance Characterization of MIMO Channels with Hybrid Diversity

2019 ◽  
Vol 62 (6) ◽  
pp. 286-300 ◽  
Author(s):  
Mohamed Bakry El Mashade ◽  
Basel Mounir El Saghir
Keyword(s):  
Mimo Channels ◽  
Performance Characterization ◽  
Hybrid Diversity

Optimal Superimposed Training Design for Spatially Correlated Fading MIMO Channels

2008 ◽  
Vol 7 (8) ◽  
pp. 3206-3217 ◽  
Author(s):  
Vu Nguyen ◽  
Hoang D. Tuan ◽  
Ha H. Nguyen ◽  
Nguyen N. Tran
Keyword(s):  
Training Design ◽  
Mimo Channels ◽  
Superimposed Training ◽  
Spatially Correlated ◽  
Correlated Fading
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