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6 February 2009Signal structure and sensitive detection of molecular species: optimal experimental techniques in modulation broadened wavelength modulation spectroscopy
Shannon's information theory is applied to Wavelength Modulation Spectroscopy (WMS) providing quantitative figures
of merit such as the measurement precision and a prediction of the optimal detection harmonic order to be used. The
amount of information, in bits, that can be extracted in any WMS measurement is calculated. The theory is applied to
experimental results we have obtained in WMS experiments in congested spectra with overlapping lines that have highly
disparate absorption cross-sections. A key result is that the complexity of signal structure can play a much more
important role than the conventional signal to noise ratio. We show that there are some parts (where it exhibits turning
points and zero crossings) of the structurally-rich WMS signal that play a larger role in conveying information about the
measurement than other parts of the signal. Practical applications follow immediately. We also show that, for a particular
noise limitation of the apparatus, there is a finite amount of information that can be transmitted (to the detection
equipment) by the probe laser as it samples the probed species. The apparatus is analogous to a Shannon's information
channel. Application of the theory developed to our experimental absorption measurements in the Oxygen A-band shows
why high detection harmonic orders (up to the 7th or 8th) yield the highest resolution. This is in contrast to statements in
the literature, based on conventional signal to noise ratio considerations, that the best results are to be expected with
second harmonic detection.
M. Amir Khan,Karan D. Mohan, andA. N. Dharamsi
"Signal structure and sensitive detection of molecular species: optimal experimental techniques in modulation broadened wavelength modulation spectroscopy", Proc. SPIE 7229, Vertical-Cavity Surface-Emitting Lasers XIII, 72290P (6 February 2009); https://doi.org/10.1117/12.808525
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M. Amir Khan, Karan D. Mohan, A. N. Dharamsi, "Signal structure and sensitive detection of molecular species: optimal experimental techniques in modulation broadened wavelength modulation spectroscopy," Proc. SPIE 7229, Vertical-Cavity Surface-Emitting Lasers XIII, 72290P (6 February 2009); https://doi.org/10.1117/12.808525