AI for Wireless

Machine learning, deep learning, and reinforcement learning in wireless communications systems

Implement AI workflows for wireless communications systems. Use Deep Learning Toolbox™, Statistics and Machine Learning Toolbox™, and Reinforcement Learning Toolbox™ to incorporate AI in wireless applications.

Related Information

Deep Learning Onramp

Featured Examples

AI for Positioning Accuracy Enhancement

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

(5G Toolbox)

Since R2024a

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.

Since R2024a
Open Live Script

Power Amplifier Modeling Using Neural Networks

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

Since R2024a
Open Live Script

CSI Feedback with Autoencoders

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

Open Live Script