IRS-Based WSN Performance Analysis Using LSTM
Version 1.0 (2,47 ko) par
Ardavan Rahimian
This code simulates an IRS-based WSN and provides insights into its system and sensor performance using synthetic data and an LSTM model.
This code simulates a wireless sensor network (WSN) with an intelligent reflecting surface (IRS) deployed in a square area. It generates synthetic sensor data, trains an LSTM model to predict system performance based on this data, and evaluates the performance using the signal-to-noise ratio (SNR). The code plots the sensor locations and the system performances as a scatter plot and a 2D histogram.
Citation pour cette source
Ardavan Rahimian (2024). IRS-Based WSN Performance Analysis Using LSTM (https://www.mathworks.com/matlabcentral/fileexchange/131334-irs-based-wsn-performance-analysis-using-lstm), MATLAB Central File Exchange. Récupéré le .
Compatibilité avec les versions de MATLAB
Créé avec
R2023a
Compatible avec toutes les versions
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Version | Publié le | Notes de version | |
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1.0 |