Simulation of MIMO System Channel Capacity under AWGN Conditions
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This simulation investigates the characteristics of MIMO system channel capacity under Additive White Gaussian Noise (AWGN) conditions. To enhance simulation accuracy, we employ multiple antennas for both transmission and reception while incorporating various modulation schemes and signal-to-noise ratio (SNR) values. The implementation typically involves generating channel matrices using Rayleigh or Rician fading models, applying singular value decomposition (SVD) for capacity calculation, and iterating through SNR ranges to plot capacity curves. Through these simulation experiments, we gain comprehensive insights into MIMO system performance under different configurations, providing valuable guidance for system design and optimization. Key functions may include channel matrix generation, water-filling algorithm implementation for power allocation, and Monte Carlo simulations for statistical averaging.
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