Simulation of MIMO Channel Capacity with Detailed Analysis
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Resource Overview
This simulation code for MIMO channel capacity incorporates detailed analysis with comprehensive comments, primarily investigating the impact of spatial correlation on channel capacity. The implementation includes key algorithms for modeling correlated MIMO channels and calculating capacity metrics.
Detailed Documentation
In this document, I present thoroughly analyzed simulation code for MIMO channel capacity with detailed annotations. The core research focus examines how spatial correlation affects channel capacity performance. By analyzing simulation results, we can better understand the relationship between channel capacity and spatial correlation, providing valuable references for future research and development. The implementation utilizes mathematical modeling of correlated MIMO channels through covariance matrix generation and employs capacity calculation methods based on eigenvalue decomposition. Additionally, I have included supplementary discussions and explorations to further elaborate on the research significance and value of this work. The code structure includes functions for channel matrix generation, correlation modeling, and capacity computation with appropriate parameter configurations for different scenarios.
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