System Capacity Analysis in MIMO Systems with Simulation Code

This code presents a thorough system capacity analysis for MIMO (Multiple-Input Multiple-Output) systems. The analysis includes complete simulation code and result evaluations for four key configurations: SISO (Single-Input Single-Output), SIMO (Single-Input Multiple-Output), MISO (Multiple-Input Single-Output), and MIMO. The implementation features channel capacity calculations using Shannon's formula with proper channel matrix manipulations, incorporating both ideal and realistic channel conditions. The simulation framework employs matrix operations for channel modeling and utilizes eigenvalue decomposition for MIMO capacity computation. Key functions include channel matrix generation, signal-to-noise ratio (SNR) parameterization, and capacity comparison algorithms across different antenna configurations. Furthermore, the analysis explores relationships between system capacity and various factors including wireless channel conditions, antenna configurations, and modulation schemes. This enables deeper understanding of the critical factors influencing system capacity. The code structure allows for easy parameter modification to study different scenarios, making it particularly useful for researchers investigating capacity optimization in wireless communication systems. We hope this comprehensive implementation and analysis proves beneficial for your research in wireless communication system design and performance evaluation.