Accurate EtCO2 measurement with optimized WMS under high absorbance

Xiaolin Yang , Gengyu Qi , Xuemei Shi , Chaohui Hou , Zhanmin Zhao , Han Wang

Optoelectronics Letters ›› 2026, Vol. 22 ›› Issue (9) : 539 -544.

PDF
Optoelectronics Letters ›› 2026, Vol. 22 ›› Issue (9) :539 -544. DOI: 10.1007/s11801-026-5065-5
Article
research-article
Accurate EtCO2 measurement with optimized WMS under high absorbance
Author information +
History +
PDF

Abstract

Online monitoring of end-tidal carbon dioxide (EtCO2) concentration held substantial clinical diagnostic value, as it provided insight into a patient’s respiratory and metabolic status. The wavelength modulation spectroscopy (WMS) method, due to real-time capability, high precision, and excellent gas selectivity, was widely used for the measurement of EtCO2 concentration. The Beer-Lambert law was approximated using a first-order Taylor series in traditional WMS methods, resulting in a strong linear relationship between gas concentration and the second harmonic amplitude. However, the measuring errors increased with higher gas sample concentrations, particularly when the concentrations exceeded 10%. Therefore, in this study, an optimized WMS method was proposed, which was innovative in that it adjusted the phase of the lock-in signal to account for the phase shift caused by laser linear modulation. This approach eliminated the reliance on the first-order Taylor series approximation of the Beer-Lambert law and mitigated the influence of the laser linear modulation coefficient. Subsequently, a series of CO2 concentration gradients (≤20%) were used for detection experiments employing the second harmonic method, the 2f/1f method, and the optimized WMS method. The experimental results demonstrated a clear linear relationship between gas concentration and second harmonic amplitude. For the lower gas concentration range (1% to 5%), the 2f/1f method demonstrated the highest measurement accuracy, with errors less than 0.1%, while the optimized WMS method also performed well, with errors not exceeding 0.2%. However, for higher concentrations (5% to 20%), the optimized WMS method exhibited significantly smaller errors and remained stable at around 0.2%, while the errors of the other methods increased substantially. Therefore, the optimized WMS method achieved high measurement accuracy even in high-absorbance EtCO2 measurements, highlighting its superiority in wide-range gas concentration detection.

Keywords

A

Cite this article

Download citation ▾
Xiaolin Yang, Gengyu Qi, Xuemei Shi, Chaohui Hou, Zhanmin Zhao, Han Wang. Accurate EtCO2 measurement with optimized WMS under high absorbance. Optoelectronics Letters, 2026, 22 (9) : 539-544 DOI:10.1007/s11801-026-5065-5

登录浏览全文

4963

注册一个新账户 忘记密码

References

[1]

Dumitra S, Dan C, Mioara P, et al.. Applications of near infrared photoacoustic spectroscopy for analysis of human respiration: a review. Molecules, 2020, 25(7): 1728 J]

[2]

Lou C G, Jing C R, Wang X, et al.. Near-infrared tunable diode laser absorption spectroscopy-based determination of carbon dioxide in human exhaled breath. Biomedical optics express, 2019, 10(11): 5486-5496 J]

[3]

Tuetuencue E, Naegele M, Becker S, et al.. Advanced photonic sensors based on interband cascade lasers for real-time mouse breath analysis. ACS sensors, 2018, 3(9): 1743-1749 J]

[4]

Li J, Cheng X, Tian X, et al.. Compact carbon dioxide sensor using tunable diode laser absorption spectroscopy for capnographic monitoring. Spectroscopy letters, 2022, 55(3): 183-191 J]

[5]

HLAVATSC H, MICHAE L, SARAH K, et al. Infrared sensing strategies: toward smart diagnostics for exhaled breath analysis[J]. Breath analysis: an approach for smart diagnostics, 2022: 73–100.

[6]

Peng P, Manini A F. Diagnostic utility of capnography in emergency department triage for screening acidemia: a pilot study. International journal of emergency medicine, 2024, 17(1): 57 J]

[7]

Zhang H, Wu T, Wu Q, et al.. Measurement of CO2 isotopologue ratios using a hollow waveguide-based mid-infrared dispersion spectrometer. Analytical chemistry, 2023, 95(50): 18479-18486 J]

[8]

Owens B, Hall C. Application of end-tidal CO2 monitoring to ICU management. Critical care nursing quarterly, 2024, 47(2): 157-162 J]

[9]

Al-Aomar S, Alsamhori J F, Alzghoul H, et al.. Evaluating the utility of end-tidal CO2 as a predictor of mortality in trauma victims: a systematic review and meta-analysis. The American journal of surgery, 2025, 240: 116130 J]

[10]

Fu B, Zhang C, Lyu W, et al.. Recent progress on laser absorption spectroscopy for determination of gaseous chemical species. Applied spectroscopy reviews, 2022, 57(2): 112-152 J]

[11]

Tuetuencue E, Mizaikoff B. Cascade laser sensing concepts for advanced breath diagnostics. Analytical and bioanalytical chemistry, 2019, 411: 1679-1686 J]

[12]

Christensen L E, Mansour K, Pleil J D, et al.. Tunable laser spectroscopy for carbon dioxide capnography and water vapor sensing inside a breathing mask: application to pilot life support. Journal of breath research, 2022, 16(3): 036007 J]

[13]

Wang H, Hu M, Ma G, et al.. Tri-frequency cavity-ring-down spectroscopy for fast ppb-level CO2 measurement. Sensors and actuators B: chemical, 2025, 432: 137477 J]

[14]

UTHRA B, RAHMAN M A, SRIRAM S, et al. Infrared non-invasive exhaled biomarkers sensing: a review[J]. Advanced sensor research, 2024, 3(1).

[15]

SEESAARD T, KAMORNKITTIKOON K, WONGCHOOSUK C. A comprehensive review on advancements in sensors for air pollution applications[J]. Science of the total environment, 2024: 175696.

[16]

Wang S, Wang Z, Li Y, et al.. Carbon dioxide detection system based on TDLAS technology. 2021 19th international conference on optical communications and networks (ICOCN), 20211-4[J]

[17]

Kong R, Huang J, Liu P, et al.. Real-time breath gas analysis of methane using a multipass cell-based near-infrared gas sensor. Biomedical optics express, 2024, 15(7): 4207-4219 J]

[18]

Zhang R, Guo M, Wang Y, et al.. Research on CO2 detection system in refrigerated compartment of agricultural products based on TDLAS technology. Procedia CIRP, 2019, 83: 429-433 J]

[19]

You R, Kang H, Zhang X, et al.. Cubic nonlinear scanning for improved TDLAS-based methane concentration detection. International journal of hydrogen energy, 2024, 86: 14-23 J]

[20]

Zhao W, Xu L, Huang A, et al.. A WMS based TDLAS tomographic system for distribution retrievals of both gas concentration and temperature in dynamic flames. IEEE sensors journal, 2019, 20(8): 4179-4188 J]

[21]

LIU Z, LI Y, LUO Q, et al. Harmonic double valley inclination: a laser wavelength self-diagnosis identifier for a TDLAS/WMS system on a filling production line[J]. IEEE transactions on industrial electronics, 2024.

[22]

Luo Q, Song C, Yang C, et al.. Headspace oxygen concentration measurement for pharmaceutical glass bottles in open-path optical environment using TDLAS/WMS. IEEE transactions on instrumentation and measurement, 2019, 69(8): 5828-5842 J]

[23]

Du Y, Liu N, Wu X, et al.. Frequency division multiplexing and wavelength stabilized 2f/1f wavelength modulation spectroscopy for simultaneous trace CH4 and CO2 detection. Spectrochimica acta part A: molecular and biomolecular spectroscopy, 2024, 305: 123453 J]

[24]

LAN L, WANG Y, ZHANG C, et al. A wavelength modulation spectroscopy gas concentration detection method based on linear convolution[J]. IEEE transactions on instrumentation and measurement, 2024.

[25]

Li G, Yuan H, Zhao Y, et al.. An airborne CH4 sensor with temperature compensation based on a miniature optical structure for natural gas pipeline leakage analysis. Spectrochimica acta part A: molecular and biomolecular spectroscopy, 2025, 337: 126130 J]

[26]

Ma M, Seger B. Rational design of local reaction environment for electrocatalytic conversion of CO2 into multicarbon products. Angewandte chemie international edition, 2024, 63(23): 202401185 J]

[27]

Wen C, Zhang Y, Gong X, et al.. Sensitive assessment of ETCO2 on circulatory function in critical ill patient—a narrative review. Trends in anaesthesia and critical care, 2024, 55: 101340 J]

[28]

Qi G Y, Zhao Z M, Zhang R, et al.. Optimized VMD algorithm for signal noise reduction based on TDLAS. Journal of quantitative spectroscopy and radiative transfer, 2024, 312: 108807 J]

[29]

JIA L, QI H, HU W, et al. Rapid nondestructive grading detection of maize seed vigor using TDLAS technique[J]. Chinese journal of lasers, 2019, 46(9).

[30]

ZHOU W, QIN X, WANG Z, et al. NO-CO monitoring technique using ultraviolet absorption spectroscopy and tunable diode laser absorption spectroscopy in high-temperature and high-pressure[J]. Applied spectroscopy, 2025: 00037028251324196.

[31]

DU Y, LI X, SHI L, et al. An extended model of HITRAN gas spectral parameters based on adatransformer[J]. IEEE transactions on aerospace and electronic systems, 2025.

[32]

Zhang L, Dai X, Zhang W, et al.. A TDLAS gas detection method based on digital signal modulation. Optics communications, 2025, 574: 131211 J]

[33]

Zhu Y, Wang X. Study on the synchronized measurement technique of two-gas concentration based on digital modulation and demodulation TDLAS. Fourth international conference on optics and communication technology (ICOCT 2024), 202436-42[J]

Rights & permissions

Tianjin University of Technology

PDF

1

Accesses

0

Citation

Detail

Sections
Recommended

/