MIMO Wireless Communication Capacity Distribution Curves: CDF and PDF Implementation
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Resource Overview
This program implements distribution curves including CDF and PDF for MIMO wireless communication capacity, featuring channel capacity simulation and performance analysis with SNR variations.
Detailed Documentation
This program implements distribution curves such as CDF and PDF for MIMO wireless communication capacity. Specifically, the code simulates and analyzes channel capacity in MIMO wireless communication systems, computing and plotting capacity distribution curves including Cumulative Distribution Function (CDF) and Probability Density Function (PDF) under different Signal-to-Noise Ratio (SNR) conditions. The implementation likely involves generating random channel matrices using Rayleigh or Rician fading models, calculating instantaneous capacity through singular value decomposition (SVD) of the channel matrix, and statistically processing multiple simulation realizations to derive the distribution characteristics. These distribution curves provide valuable insights for understanding and evaluating the performance of MIMO wireless communication systems, particularly in assessing outage capacity and spectral efficiency under various channel conditions.
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