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vikram6G committed May 11, 2024
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<li class="toctree-l2"><a class="reference internal" href="api/Projects/Project3/project3.html">Channel Interpolation based on SRCNN and DnCNN</a></li>
<li class="toctree-l2"><a class="reference internal" href="api/Projects/Project3/project3.html">Artificial Intelligence and Machine Learning (AI-ML) for CSI Compression and Reconstruction in 5G Networks</a><ul>
<li class="toctree-l3"><a class="reference internal" href="api/Projects/Project3/CSI_Compression_and_Reconstruction_using_CSINet_for_TDD_Massive_MIMO_5G_Networks.html">CSI Compression and Reconstruction using CSINet for TDD Massive MIMO 5G Networks</a><ul>
<li class="toctree-l4"><a class="reference internal" href="api/Projects/Project3/CSI_Compression_and_Reconstruction_using_CSINet_for_TDD_Massive_MIMO_5G_Networks.html#Import-Libraries">Import Libraries</a><ul>
<li class="toctree-l5"><a class="reference internal" href="api/Projects/Project3/CSI_Compression_and_Reconstruction_using_CSINet_for_TDD_Massive_MIMO_5G_Networks.html#Import-Python-Libraries">Import Python Libraries</a></li>
<li class="toctree-l5"><a class="reference internal" href="api/Projects/Project3/CSI_Compression_and_Reconstruction_using_CSINet_for_TDD_Massive_MIMO_5G_Networks.html#Import-5G-Toolkit-Libraries">Import 5G Toolkit Libraries</a></li>
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<li class="toctree-l4"><a class="reference internal" href="api/Projects/Project3/CSI_Compression_and_Reconstruction_using_CSINet_for_TDD_Massive_MIMO_5G_Networks.html#Simulation-Parameters">Simulation Parameters</a></li>
<li class="toctree-l4"><a class="reference internal" href="api/Projects/Project3/CSI_Compression_and_Reconstruction_using_CSINet_for_TDD_Massive_MIMO_5G_Networks.html#Wireless-Channel-Generation:-CDL-A">Wireless Channel Generation: CDL-A</a></li>
<li class="toctree-l4"><a class="reference internal" href="api/Projects/Project3/CSI_Compression_and_Reconstruction_using_CSINet_for_TDD_Massive_MIMO_5G_Networks.html#Reconstrunction-Performance-of-CSI-Net">Reconstrunction Performance of CSI-Net</a></li>
<li class="toctree-l4"><a class="reference internal" href="api/Projects/Project3/CSI_Compression_and_Reconstruction_using_CSINet_for_TDD_Massive_MIMO_5G_Networks.html#PDSCH-Parameters">PDSCH Parameters</a></li>
<li class="toctree-l4"><a class="reference internal" href="api/Projects/Project3/CSI_Compression_and_Reconstruction_using_CSINet_for_TDD_Massive_MIMO_5G_Networks.html#PDSCH:-Transmitter">PDSCH: Transmitter</a></li>
<li class="toctree-l4"><a class="reference internal" href="api/Projects/Project3/CSI_Compression_and_Reconstruction_using_CSINet_for_TDD_Massive_MIMO_5G_Networks.html#SVD-Based-Beamforming:-Perfect-CSI">SVD Based Beamforming: Perfect CSI</a></li>
<li class="toctree-l4"><a class="reference internal" href="api/Projects/Project3/CSI_Compression_and_Reconstruction_using_CSINet_for_TDD_Massive_MIMO_5G_Networks.html#Pass-through-Channel">Pass through Channel</a></li>
<li class="toctree-l4"><a class="reference internal" href="api/Projects/Project3/CSI_Compression_and_Reconstruction_using_CSINet_for_TDD_Massive_MIMO_5G_Networks.html#Link-Level-Simulation:-SVD-based-Beamforming-using-Perfect-CSI">Link Level Simulation: SVD based Beamforming using Perfect CSI</a></li>
<li class="toctree-l4"><a class="reference internal" href="api/Projects/Project3/CSI_Compression_and_Reconstruction_using_CSINet_for_TDD_Massive_MIMO_5G_Networks.html#SVD-Based-Beamforming:-CSI-Reconstructed-using-CSINet">SVD Based Beamforming: CSI Reconstructed using CSINet</a></li>
<li class="toctree-l4"><a class="reference internal" href="api/Projects/Project3/CSI_Compression_and_Reconstruction_using_CSINet_for_TDD_Massive_MIMO_5G_Networks.html#Pass-through-Wireless-Channel">Pass through Wireless Channel</a></li>
<li class="toctree-l4"><a class="reference internal" href="api/Projects/Project3/CSI_Compression_and_Reconstruction_using_CSINet_for_TDD_Massive_MIMO_5G_Networks.html#Link-Level-Simulation:-SVD-based-Beamforming-using-Imperfect-CSI">Link Level Simulation: SVD based Beamforming using Imperfect CSI</a></li>
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</li>
<li class="toctree-l3"><a class="reference internal" href="api/Projects/Project3/CSI_Compression_and_Reconstruction_using_CSINet_for_TDD_Massive_MIMO_5G_Networks.html#Performance-Evaluations">Performance Evaluations</a><ul>
<li class="toctree-l4"><a class="reference internal" href="api/Projects/Project3/CSI_Compression_and_Reconstruction_using_CSINet_for_TDD_Massive_MIMO_5G_Networks.html#Throughput-Evaluations">Throughput Evaluations</a></li>
<li class="toctree-l4"><a class="reference internal" href="api/Projects/Project3/CSI_Compression_and_Reconstruction_using_CSINet_for_TDD_Massive_MIMO_5G_Networks.html#BLER-Evaluations">BLER Evaluations</a></li>
<li class="toctree-l4"><a class="reference internal" href="api/Projects/Project3/CSI_Compression_and_Reconstruction_using_CSINet_for_TDD_Massive_MIMO_5G_Networks.html#References">References</a></li>
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<li class="toctree-l3"><a class="reference internal" href="api/Projects/Project3/Generate_Channel_Datasets.html">Wireless Channel Dataset Generation for Training the AI based Models</a><ul>
<li class="toctree-l4"><a class="reference internal" href="api/Projects/Project3/Generate_Channel_Datasets.html#Import-Python-Libraries">Import Python Libraries</a><ul>
<li class="toctree-l5"><a class="reference internal" href="api/Projects/Project3/Generate_Channel_Datasets.html#Import-Basic-Python-LIbraries">Import Basic Python LIbraries</a></li>
<li class="toctree-l5"><a class="reference internal" href="api/Projects/Project3/Generate_Channel_Datasets.html#Import-5G-Toolkit-Libraries">Import 5G Toolkit Libraries</a></li>
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<li class="toctree-l4"><a class="reference internal" href="api/Projects/Project3/Generate_Channel_Datasets.html#Simulation-Parameters">Simulation Parameters</a></li>
<li class="toctree-l4"><a class="reference internal" href="api/Projects/Project3/Generate_Channel_Datasets.html#Set-Channel-Parameters-and-Generate-Common-Parameters">Set Channel Parameters and Generate Common Parameters</a></li>
<li class="toctree-l4"><a class="reference internal" href="api/Projects/Project3/Generate_Channel_Datasets.html#Generate-the-Wireless-Channels-Databases-and-Preprocess-it-before-storage.">Generate the Wireless Channels Databases and Preprocess it before storage.</a></li>
<li class="toctree-l4"><a class="reference internal" href="api/Projects/Project3/Generate_Channel_Datasets.html#Aggregate-all-the-Datasets-into-a-single-Dataset">Aggregate all the Datasets into a single Dataset</a></li>
<li class="toctree-l4"><a class="reference internal" href="api/Projects/Project3/Generate_Channel_Datasets.html#Display-Sparsity-of-Wireless-Channels">Display Sparsity of Wireless Channels</a></li>
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<li class="toctree-l3"><a class="reference internal" href="api/Projects/Project3/trainCSINet.html">Training the CSINet</a><ul>
<li class="toctree-l4"><a class="reference internal" href="api/Projects/Project3/trainCSINet.html#Import-Libraries">Import Libraries</a><ul>
<li class="toctree-l5"><a class="reference internal" href="api/Projects/Project3/trainCSINet.html#Import-Python-Libraries">Import Python Libraries</a></li>
</ul>
</li>
<li class="toctree-l4"><a class="reference internal" href="api/Projects/Project3/trainCSINet.html#Important-AI-ML-Libraries">Important AI-ML Libraries</a></li>
<li class="toctree-l4"><a class="reference internal" href="api/Projects/Project3/trainCSINet.html#Load-Datasets">Load Datasets</a></li>
<li class="toctree-l4"><a class="reference internal" href="api/Projects/Project3/trainCSINet.html#Set-Training-Parameters">Set Training Parameters</a></li>
</ul>
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</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="api/Projects/Project4/project4.html">Comparative Study of Reed Muller codes, Polar Codes and LDPC codes</a></li>
<li class="toctree-l2"><a class="reference internal" href="api/Projects/Project5/project5.html">Channel Quality Estimation in 5G and Beyond Networks</a></li>
<li class="toctree-l2"><a class="reference internal" href="api/Projects/Project6/project6.html">Hybrid Automatic repeat Request in 5G and Beyond</a></li>
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