System-Level Simulation of LTE Networks Using MATLAB

We can perform system-level simulation of LTE networks using MATLAB, which employs system-wide modeling approaches to enhance the understanding and analysis of LTE network performance. Through this simulation methodology, various scenarios and conditions within LTE networks can be modeled, including different user densities, transmission rates, and channel conditions. This approach enables evaluation and optimization of network parameters and configurations to improve coverage and data transmission efficiency. During simulation, key performance indicators such as user throughput, latency, and interference metrics can be collected using MATLAB's data acquisition functions for further analysis and optimization. The implementation typically involves configuring network topology through objects like lteSite and lteUE, while propagation models are simulated using functions such as ltePathLoss. Resource allocation algorithms can be tested through scheduler implementations, and performance metrics are calculated using analytical functions like lteRSMeasurements. Ultimately, MATLAB-based system-level simulation serves as a powerful methodology for in-depth investigation of LTE network performance and optimization techniques.