Task-Oriented Communication Framework with Temporal Entropy Coding for Edge Video Analytics

The proposed task-oriented communication framework with temporal entropy coding (TOCOM-TEM) effectively extracts task-relevant features from video frames, reduces both spatial and temporal redundancy in the feature domain, and jointly leverages the current and previous features to perform inference at the edge server.