The fixed-length transfer delay-based adaptive frequency-locked loop (TD-AFLL) has drawn much attention due to its concise structure and faster response speed than conventional second-order ...

Positional encoding (PE) has been identified as a major factor influencing length generalization, but the exact impact of different PE schemes on extrapolation in downstream tasks remains unclear.