Jg. Negi et al., COMPARISON OF WALSH AND FOURIER SPECTROSCOPY OF GEOMAGNETIC REVERSALSAND NONSINUSOIDAL PALEOCLIMATIC TIME-SERIES, IEEE transactions on geoscience and remote sensing, 31(1), 1993, pp. 127-135
Higher resolving capabilities and theoretical appropriatness of Walsh
spectral techniques as compared to fourier spectral analyses are prese
nted for synthetic and nonsinusoidal geotime series. Walsh functions f
orm a complete orthogonal set of rectangular wave-functions assuming o
nly two amplitude values of +1 and -1 and possessing many other proper
ties similar to Sine and Cosine functions. Theoretical developments of
Walsh transform techniques and a comparative study of Walsh and Fouri
er spectral estimates are presented. The Walsh spectral technique is a
pplied specifically to two actual time series data of: (i) geomagnetic
reversals in binary telegraphic wave form and (ii) nonsinusoidal pala
eomagnetic and palaeoclimate time series. Walsh spectra reveal periodi
cities in Milankovitch frequency bands and provide exceptionally well-
resolved spectral lines. The possible physical significance of these o
rbital periodicities are discussed. A comparative example of autocorre
lation analysis in real time domain and dyadic time domain is also pre
sented using a telegraphic signal model of actual geomagnetic reversal
s time series and the result is briefly discussed. The computational e
fficiency of the Walsh function could be exploited further for many ot
her binary and nonsinusoidal geophysical/geological time series.