Time-domain Bayesian detection and estimation of noisy damped sinusoidal signals applied to NMR spectroscopy.

@article{Rubtsov2007TimedomainBD,
  title={Time-domain Bayesian detection and estimation of noisy damped sinusoidal signals applied to NMR spectroscopy.},
  author={Denis V. Rubtsov and Julian Leether Griffin},
  journal={Journal of magnetic resonance},
  year={2007},
  volume={188 2},
  pages={367-79}
}
The problem of model detection and parameter estimation for noisy signals arises in different areas of science and engineering including audio processing, seismology, electrical engineering, and NMR spectroscopy. We have adopted the Bayesian modeling framework to jointly detect and estimate signal resonances. This considers a model of the time-domain… CONTINUE READING