Enhancement of the Nuclear Spin Noise Signal Using Wavelet Transform.

Chemphyschem

NMR Research Centre, Indian Institute of Science, Bangalore, 560012, India.

Published: February 2019

AI Article Synopsis

  • Spin noise spectroscopy is gaining attention for its interesting phenomenon and practical applications.
  • The study focuses on improving the low sensitivity of nuclear spin noise by using wavelet transform to differentiate real signals from noise.
  • By applying discrete wavelet transform, significant enhancements in the nuclear spin signals for both hydrogen and carbon have been achieved, maintaining the integrity of the spin noise signal shape for various applications.

Article Abstract

Spin noise spectroscopy has attracted considerable attention recently owing partly to intrinsic interest in the phenomenon and partly to its significant application potential. Here, we address the inherent problem of low sensitivity of nuclear spin noise and examine the utility of wavelet transform to mitigate this problem by distinguishing real peaks from the noise contaminated data. Suppression of the random circuit noise and the consequent enhancement of the correlated nuclear spin noise signal have been demonstrated with discrete wavelet transform. Spectra of both H and C nuclear spins have been considered and significant signal enhancements in both the cases have been observed. A detailed analysis of several possible wavelet, thresholding and decomposition solutions have been made to obtain the optimum condition for signal enhancement. It is observed that the application of wavelet transform leaves the spin noise signal line shape essentially unchanged, which is an advantage for several applications involving spin noise spectra.

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Source
http://dx.doi.org/10.1002/cphc.201800938DOI Listing

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