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AI 在无线通信中的应用

无线通信系统中的机器学习、深度学习和强化学习

为无线通信系统实现 AI 工作流。使用 Deep Learning Toolbox™、Statistics and Machine Learning Toolbox™ 和 Reinforcement Learning Toolbox™ 将 AI 融入无线应用中。

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AI for Positioning Accuracy Enhancement

AI for Positioning Accuracy Enhancement

Use AI to estimate the position of user equipment and compare performance with traditional TDoA techniques.

(5G Toolbox)

  • 自 R2024a 起
Structurally Compress Neural Network DPD Using Projection

Structurally Compress Neural Network DPD Using Projection

Structurally compress a neural network DPD to reduce computational complexity and memory requirements using projection and principal component analysis.

Power Amplifier Modeling Using Neural Networks

Power Amplifier Modeling Using Neural Networks

Model a power amplifier (PA) using several different neural network (NN) architectures.

CSI Feedback with Autoencoders

CSI Feedback with Autoencoders

Compress downlink channel state information (CSI) for 5G systems by using an autoencoder neural network.