Manan Mittal

Causal adaptive time-frequency analysis via Bayesian universal switching and time-domain aliasing

The short-time Fourier transform (STFT) is fundamentally limited by the Gabor uncertainty principle, requiring a global compromise between time and frequency resolution. Fixed-window analyses often obscure transient events with long windows or blur spectral features with short windows. This work presents the “Universal...