Models

Examples demonstrating Kaira’s flexible model architecture for various communication systems, from traditional channel coding to advanced deep learning-based approaches.

Deep Joint Source-Channel Coding (DeepJSCC) Model

Deep Joint Source-Channel Coding (DeepJSCC) Model

Deep Joint Source-Channel Coding (DeepJSCC) Model
Multiple Access Channel Model for Joint Encoding

Multiple Access Channel Model for Joint Encoding

Multiple Access Channel Model for Joint Encoding
Sequential Model for Modular Neural Network Design

Sequential Model for Modular Neural Network Design

Sequential Model for Modular Neural Network Design
Original DeepJSCC Model (Bourtsoulatze 2019)

Original DeepJSCC Model (Bourtsoulatze 2019)

Original DeepJSCC Model (Bourtsoulatze 2019)
Discrete Task-Oriented Deep JSCC Model (Xie 2023)

Discrete Task-Oriented Deep JSCC Model (Xie 2023)

Discrete Task-Oriented Deep JSCC Model (Xie 2023)
Complex Projections for Wireless Communications

Complex Projections for Wireless Communications

Complex Projections for Wireless Communications
Projection Methods and Covering Tests

Projections and Cover Tests for Communication Systems

Projection Methods and Covering Tests
Attention-Feature Module (AFModule) for Efficient Communications

Attention-Feature Module (AFModule)

Attention-Feature Module (AFModule) for Efficient Communications