P. Wright, D. McCormick, J. Kliment, K. Ozanyan, S. Tsekenis, E. Fisher, H. McCann, V. Archilla, A. Gonzalez-Nunez, M. Johnson, J. Black, M. Lengden, D. Wilson, W. Johnstone, Y. Feng, and J. Nilsson, “Implementation of non-intrusive jet exhaust species distribution measurements within a test facility,” in IEEE Aerospace Conference (2016).

N. Polydorides, A. Tsekenis, H. McCann, V.-P. Archilla, and P. Wright, “An efficient approach for limited-data chemical species tomography and its error bounds,” Proc. R. Soc. London Ser. A 472, 20150875 (2016).

[Crossref]

M. Bertero and P. Boccacci, Introduction to Inverse Problems in Imaging (Institute of Physics, 1998).

D. P. Bertsekas, “Projected Newton methods for optimisation problems with simple constraints,” SIAM J. Control Optim. 20, 221–246 (1982).

P. Wright, D. McCormick, J. Kliment, K. Ozanyan, S. Tsekenis, E. Fisher, H. McCann, V. Archilla, A. Gonzalez-Nunez, M. Johnson, J. Black, M. Lengden, D. Wilson, W. Johnstone, Y. Feng, and J. Nilsson, “Implementation of non-intrusive jet exhaust species distribution measurements within a test facility,” in IEEE Aerospace Conference (2016).

M. Bertero and P. Boccacci, Introduction to Inverse Problems in Imaging (Institute of Physics, 1998).

S. Boyd and L. Vandenberghe, Convex Optimisation (Cambridge University, 2004).

W. Cai and F. C. Kaminski, “Tomographic absorption spectroscopy for the study of gas dynamics and reactive flows,” Prog. Energy Combust. Sci. 59, 1–31 (2017).

[Crossref]

W. Cai and F. C. Kaminski, “Multiplexed absorption tomography with calibration-free wavelength modulation spectroscopy,” Appl. Phys. Lett. 104, 154106 (2014).

[Crossref]

W. Cai and F. C. Kaminski, “A tomographic technique for the simultaneous imaging of temperature, chemical species, and pressure in reactive flows using absorption spectroscopy with frequency-agile lasers,” Appl. Phys. Lett. 104, 034101 (2014).

[Crossref]

L. Ma and W. Cai, “Numerical investigation of hyperspectral tomography for simultaneous temperature and concentration imaging,” Appl. Opt. 47, 3751–3759 (2008).

[Crossref]

M. Commer and A. G. Newman, “New advances in three-dimensional controlled-source electromagnetic inversion,” Geophys. J. Int. 172, 513–535 (2008).

[Crossref]

H. McCann, P. Wright, and K. Daun, Industrial Tomography: Systems and Applications (Elsevier, 2015).

S. J. Grauer, R. W. Tsang, and K. J. Daun, “Broadband chemical species tomography: measurement theory and a proof-of-concept emission detection experiment,” J. Quant. Spectrosc. Radiat. Transf. 198, 145–154 (2017).

[Crossref]

S. J. Grauer, P. J. Hadwin, and K. J. Daun, “Bayesian approach to the design of chemical species tomography experiments,” Appl. Opt. 55, 5772–5782 (2016).

[Crossref]

M. G. Twynstra, K. J. Daun, and S. L. Waslander, “Line-of-sight-attenuation chemical species tomography through the level set method,” J. Quant. Spectrosc. Radiat. Transf., 143, 25–34 (2014).

[Crossref]

M. J. Twynstra and K. J. Daun, “Laser-absorption tomography beam arrangement optimisation using resolution matrices,” Appl. Opt. 51, 7059–7068 (2013).

[Crossref]

K. J. Daun, “Infrared species limited data tomography through Tikhonov reconstruction,” J. Quant. Spectrosc. Radiat. Transf. 111, 105–115 (2010).

[Crossref]

P. Wright, D. McCormick, J. Kliment, K. Ozanyan, S. Tsekenis, E. Fisher, H. McCann, V. Archilla, A. Gonzalez-Nunez, M. Johnson, J. Black, M. Lengden, D. Wilson, W. Johnstone, Y. Feng, and J. Nilsson, “Implementation of non-intrusive jet exhaust species distribution measurements within a test facility,” in IEEE Aerospace Conference (2016).

Y. Feng, J. Nilsson, S. Jain, T. C. May-Smith, J. K. Sahu, F. Jia, D. Wilson, M. Lengden, and W. Johnstone, “LD-seeded thulium-doped fibre amplifier for CO2 measurements at 2 μm,” in 6th Europhoton Conference (EPS-QEOD) (2014).

P. Wright, D. McCormick, J. Kliment, K. Ozanyan, S. Tsekenis, E. Fisher, H. McCann, V. Archilla, A. Gonzalez-Nunez, M. Johnson, J. Black, M. Lengden, D. Wilson, W. Johnstone, Y. Feng, and J. Nilsson, “Implementation of non-intrusive jet exhaust species distribution measurements within a test facility,” in IEEE Aerospace Conference (2016).

P. E. Gill, W. Murray, and M. H. Wright, Practical Optimization (Academic, 1981).

R. K. Hanson, R. M. Spearrin, and C. S. Goldenstein, Spectroscopy and Optical Diagnostics for Gases (Springer, 2016).

P. Wright, D. McCormick, J. Kliment, K. Ozanyan, S. Tsekenis, E. Fisher, H. McCann, V. Archilla, A. Gonzalez-Nunez, M. Johnson, J. Black, M. Lengden, D. Wilson, W. Johnstone, Y. Feng, and J. Nilsson, “Implementation of non-intrusive jet exhaust species distribution measurements within a test facility,” in IEEE Aerospace Conference (2016).

E. D. Torniainen, A. K. Hinz, and C. F. Gouldin, “Tomographic analysis of unsteady, reactive flows: numerical investigation,” AIAA J. 36, 1270–1278 (1998).

[Crossref]

S. J. Grauer, R. W. Tsang, and K. J. Daun, “Broadband chemical species tomography: measurement theory and a proof-of-concept emission detection experiment,” J. Quant. Spectrosc. Radiat. Transf. 198, 145–154 (2017).

[Crossref]

S. J. Grauer, P. J. Hadwin, and K. J. Daun, “Bayesian approach to the design of chemical species tomography experiments,” Appl. Opt. 55, 5772–5782 (2016).

[Crossref]

M. Hanke, “A regularizing Levenberg—Marquardt scheme, with applications to inverse groundwater filtration problems,” Inverse Prob. 13, 79–95 (1997).

[Crossref]

P. C. Hansen, Rank-Deficient and Discrete Ill-Posed Problems: Numerical Aspects of Linear Inversion (SIAM, 2002).

E. D. Torniainen, A. K. Hinz, and C. F. Gouldin, “Tomographic analysis of unsteady, reactive flows: numerical investigation,” AIAA J. 36, 1270–1278 (1998).

[Crossref]

Y. Feng, J. Nilsson, S. Jain, T. C. May-Smith, J. K. Sahu, F. Jia, D. Wilson, M. Lengden, and W. Johnstone, “LD-seeded thulium-doped fibre amplifier for CO2 measurements at 2 μm,” in 6th Europhoton Conference (EPS-QEOD) (2014).

Y. Feng, J. Nilsson, S. Jain, T. C. May-Smith, J. K. Sahu, F. Jia, D. Wilson, M. Lengden, and W. Johnstone, “LD-seeded thulium-doped fibre amplifier for CO2 measurements at 2 μm,” in 6th Europhoton Conference (EPS-QEOD) (2014).

P. Wright, D. McCormick, J. Kliment, K. Ozanyan, S. Tsekenis, E. Fisher, H. McCann, V. Archilla, A. Gonzalez-Nunez, M. Johnson, J. Black, M. Lengden, D. Wilson, W. Johnstone, Y. Feng, and J. Nilsson, “Implementation of non-intrusive jet exhaust species distribution measurements within a test facility,” in IEEE Aerospace Conference (2016).

P. Wright, D. McCormick, J. Kliment, K. Ozanyan, S. Tsekenis, E. Fisher, H. McCann, V. Archilla, A. Gonzalez-Nunez, M. Johnson, J. Black, M. Lengden, D. Wilson, W. Johnstone, Y. Feng, and J. Nilsson, “Implementation of non-intrusive jet exhaust species distribution measurements within a test facility,” in IEEE Aerospace Conference (2016).

Y. Feng, J. Nilsson, S. Jain, T. C. May-Smith, J. K. Sahu, F. Jia, D. Wilson, M. Lengden, and W. Johnstone, “LD-seeded thulium-doped fibre amplifier for CO2 measurements at 2 μm,” in 6th Europhoton Conference (EPS-QEOD) (2014).

J. Kaipio and E. Somersalo, “Statistical inverse crimes: discretisation, model reduction and inverse crimes,” Comput. Appl. Math. 198, 493–504 (2007).

[Crossref]

W. Cai and F. C. Kaminski, “Tomographic absorption spectroscopy for the study of gas dynamics and reactive flows,” Prog. Energy Combust. Sci. 59, 1–31 (2017).

[Crossref]

W. Cai and F. C. Kaminski, “Multiplexed absorption tomography with calibration-free wavelength modulation spectroscopy,” Appl. Phys. Lett. 104, 154106 (2014).

[Crossref]

W. Cai and F. C. Kaminski, “A tomographic technique for the simultaneous imaging of temperature, chemical species, and pressure in reactive flows using absorption spectroscopy with frequency-agile lasers,” Appl. Phys. Lett. 104, 034101 (2014).

[Crossref]

P. Wright, D. McCormick, J. Kliment, K. Ozanyan, S. Tsekenis, E. Fisher, H. McCann, V. Archilla, A. Gonzalez-Nunez, M. Johnson, J. Black, M. Lengden, D. Wilson, W. Johnstone, Y. Feng, and J. Nilsson, “Implementation of non-intrusive jet exhaust species distribution measurements within a test facility,” in IEEE Aerospace Conference (2016).

P. Wright, D. McCormick, J. Kliment, K. Ozanyan, S. Tsekenis, E. Fisher, H. McCann, V. Archilla, A. Gonzalez-Nunez, M. Johnson, J. Black, M. Lengden, D. Wilson, W. Johnstone, Y. Feng, and J. Nilsson, “Implementation of non-intrusive jet exhaust species distribution measurements within a test facility,” in IEEE Aerospace Conference (2016).

Y. Feng, J. Nilsson, S. Jain, T. C. May-Smith, J. K. Sahu, F. Jia, D. Wilson, M. Lengden, and W. Johnstone, “LD-seeded thulium-doped fibre amplifier for CO2 measurements at 2 μm,” in 6th Europhoton Conference (EPS-QEOD) (2014).

L. Ma, X. Li, S. T. Sanders, A. W. Caswell, S. Roy, D. H. Plemmons, and J. R. Gord, “50-kHz-rate 2D imaging of temperature and H20 concentration at the exhaust plane of a J85 engine using hyperspectral tomography,” Opt. Express 21, 1152–1162 (2013).

[Crossref]

L. Ma and W. Cai, “Numerical investigation of hyperspectral tomography for simultaneous temperature and concentration imaging,” Appl. Opt. 47, 3751–3759 (2008).

[Crossref]

Y. Feng, J. Nilsson, S. Jain, T. C. May-Smith, J. K. Sahu, F. Jia, D. Wilson, M. Lengden, and W. Johnstone, “LD-seeded thulium-doped fibre amplifier for CO2 measurements at 2 μm,” in 6th Europhoton Conference (EPS-QEOD) (2014).

N. Polydorides, A. Tsekenis, H. McCann, V.-P. Archilla, and P. Wright, “An efficient approach for limited-data chemical species tomography and its error bounds,” Proc. R. Soc. London Ser. A 472, 20150875 (2016).

[Crossref]

N. Terzija and H. McCann, “Wavelet-based image reconstruction for hard-field tomography with severely limited data,” IEEE Sens. J. 11, 1885–1893 (2010).

[Crossref]

P. Wright, D. McCormick, J. Kliment, K. Ozanyan, S. Tsekenis, E. Fisher, H. McCann, V. Archilla, A. Gonzalez-Nunez, M. Johnson, J. Black, M. Lengden, D. Wilson, W. Johnstone, Y. Feng, and J. Nilsson, “Implementation of non-intrusive jet exhaust species distribution measurements within a test facility,” in IEEE Aerospace Conference (2016).

H. McCann, P. Wright, and K. Daun, Industrial Tomography: Systems and Applications (Elsevier, 2015).

P. Wright, D. McCormick, J. Kliment, K. Ozanyan, S. Tsekenis, E. Fisher, H. McCann, V. Archilla, A. Gonzalez-Nunez, M. Johnson, J. Black, M. Lengden, D. Wilson, W. Johnstone, Y. Feng, and J. Nilsson, “Implementation of non-intrusive jet exhaust species distribution measurements within a test facility,” in IEEE Aerospace Conference (2016).

P. E. Gill, W. Murray, and M. H. Wright, Practical Optimization (Academic, 1981).

M. Commer and A. G. Newman, “New advances in three-dimensional controlled-source electromagnetic inversion,” Geophys. J. Int. 172, 513–535 (2008).

[Crossref]

Y. Feng, J. Nilsson, S. Jain, T. C. May-Smith, J. K. Sahu, F. Jia, D. Wilson, M. Lengden, and W. Johnstone, “LD-seeded thulium-doped fibre amplifier for CO2 measurements at 2 μm,” in 6th Europhoton Conference (EPS-QEOD) (2014).

P. Wright, D. McCormick, J. Kliment, K. Ozanyan, S. Tsekenis, E. Fisher, H. McCann, V. Archilla, A. Gonzalez-Nunez, M. Johnson, J. Black, M. Lengden, D. Wilson, W. Johnstone, Y. Feng, and J. Nilsson, “Implementation of non-intrusive jet exhaust species distribution measurements within a test facility,” in IEEE Aerospace Conference (2016).

P. Wright, D. McCormick, J. Kliment, K. Ozanyan, S. Tsekenis, E. Fisher, H. McCann, V. Archilla, A. Gonzalez-Nunez, M. Johnson, J. Black, M. Lengden, D. Wilson, W. Johnstone, Y. Feng, and J. Nilsson, “Implementation of non-intrusive jet exhaust species distribution measurements within a test facility,” in IEEE Aerospace Conference (2016).

N. Polydorides, A. Tsekenis, H. McCann, V.-P. Archilla, and P. Wright, “An efficient approach for limited-data chemical species tomography and its error bounds,” Proc. R. Soc. London Ser. A 472, 20150875 (2016).

[Crossref]

Y. Feng, J. Nilsson, S. Jain, T. C. May-Smith, J. K. Sahu, F. Jia, D. Wilson, M. Lengden, and W. Johnstone, “LD-seeded thulium-doped fibre amplifier for CO2 measurements at 2 μm,” in 6th Europhoton Conference (EPS-QEOD) (2014).

J. Kaipio and E. Somersalo, “Statistical inverse crimes: discretisation, model reduction and inverse crimes,” Comput. Appl. Math. 198, 493–504 (2007).

[Crossref]

R. K. Hanson, R. M. Spearrin, and C. S. Goldenstein, Spectroscopy and Optical Diagnostics for Gases (Springer, 2016).

N. Terzija and H. McCann, “Wavelet-based image reconstruction for hard-field tomography with severely limited data,” IEEE Sens. J. 11, 1885–1893 (2010).

[Crossref]

E. D. Torniainen, A. K. Hinz, and C. F. Gouldin, “Tomographic analysis of unsteady, reactive flows: numerical investigation,” AIAA J. 36, 1270–1278 (1998).

[Crossref]

S. J. Grauer, R. W. Tsang, and K. J. Daun, “Broadband chemical species tomography: measurement theory and a proof-of-concept emission detection experiment,” J. Quant. Spectrosc. Radiat. Transf. 198, 145–154 (2017).

[Crossref]

N. Polydorides, A. Tsekenis, H. McCann, V.-P. Archilla, and P. Wright, “An efficient approach for limited-data chemical species tomography and its error bounds,” Proc. R. Soc. London Ser. A 472, 20150875 (2016).

[Crossref]

P. Wright, D. McCormick, J. Kliment, K. Ozanyan, S. Tsekenis, E. Fisher, H. McCann, V. Archilla, A. Gonzalez-Nunez, M. Johnson, J. Black, M. Lengden, D. Wilson, W. Johnstone, Y. Feng, and J. Nilsson, “Implementation of non-intrusive jet exhaust species distribution measurements within a test facility,” in IEEE Aerospace Conference (2016).

M. G. Twynstra, K. J. Daun, and S. L. Waslander, “Line-of-sight-attenuation chemical species tomography through the level set method,” J. Quant. Spectrosc. Radiat. Transf., 143, 25–34 (2014).

[Crossref]

S. Boyd and L. Vandenberghe, Convex Optimisation (Cambridge University, 2004).

M. G. Twynstra, K. J. Daun, and S. L. Waslander, “Line-of-sight-attenuation chemical species tomography through the level set method,” J. Quant. Spectrosc. Radiat. Transf., 143, 25–34 (2014).

[Crossref]

Y. Feng, J. Nilsson, S. Jain, T. C. May-Smith, J. K. Sahu, F. Jia, D. Wilson, M. Lengden, and W. Johnstone, “LD-seeded thulium-doped fibre amplifier for CO2 measurements at 2 μm,” in 6th Europhoton Conference (EPS-QEOD) (2014).

P. Wright, D. McCormick, J. Kliment, K. Ozanyan, S. Tsekenis, E. Fisher, H. McCann, V. Archilla, A. Gonzalez-Nunez, M. Johnson, J. Black, M. Lengden, D. Wilson, W. Johnstone, Y. Feng, and J. Nilsson, “Implementation of non-intrusive jet exhaust species distribution measurements within a test facility,” in IEEE Aerospace Conference (2016).

P. E. Gill, W. Murray, and M. H. Wright, Practical Optimization (Academic, 1981).

N. Polydorides, A. Tsekenis, H. McCann, V.-P. Archilla, and P. Wright, “An efficient approach for limited-data chemical species tomography and its error bounds,” Proc. R. Soc. London Ser. A 472, 20150875 (2016).

[Crossref]

P. Wright, D. McCormick, J. Kliment, K. Ozanyan, S. Tsekenis, E. Fisher, H. McCann, V. Archilla, A. Gonzalez-Nunez, M. Johnson, J. Black, M. Lengden, D. Wilson, W. Johnstone, Y. Feng, and J. Nilsson, “Implementation of non-intrusive jet exhaust species distribution measurements within a test facility,” in IEEE Aerospace Conference (2016).

H. McCann, P. Wright, and K. Daun, Industrial Tomography: Systems and Applications (Elsevier, 2015).

E. D. Torniainen, A. K. Hinz, and C. F. Gouldin, “Tomographic analysis of unsteady, reactive flows: numerical investigation,” AIAA J. 36, 1270–1278 (1998).

[Crossref]

L. Ma and W. Cai, “Numerical investigation of hyperspectral tomography for simultaneous temperature and concentration imaging,” Appl. Opt. 47, 3751–3759 (2008).

[Crossref]

G. B. Rieker, J. B. Jeffries, and R. K. Hanson, “Calibration-free wavelength-modulation spectroscopy for measurements of gas temperature and concentration in harsh environments,” Appl. Opt. 48, 5546–5560 (2009).

[Crossref]

M. J. Twynstra and K. J. Daun, “Laser-absorption tomography beam arrangement optimisation using resolution matrices,” Appl. Opt. 51, 7059–7068 (2013).

[Crossref]

S. J. Grauer, P. J. Hadwin, and K. J. Daun, “Bayesian approach to the design of chemical species tomography experiments,” Appl. Opt. 55, 5772–5782 (2016).

[Crossref]

W. Cai and F. C. Kaminski, “A tomographic technique for the simultaneous imaging of temperature, chemical species, and pressure in reactive flows using absorption spectroscopy with frequency-agile lasers,” Appl. Phys. Lett. 104, 034101 (2014).

[Crossref]

W. Cai and F. C. Kaminski, “Multiplexed absorption tomography with calibration-free wavelength modulation spectroscopy,” Appl. Phys. Lett. 104, 154106 (2014).

[Crossref]

J. Kaipio and E. Somersalo, “Statistical inverse crimes: discretisation, model reduction and inverse crimes,” Comput. Appl. Math. 198, 493–504 (2007).

[Crossref]

M. Commer and A. G. Newman, “New advances in three-dimensional controlled-source electromagnetic inversion,” Geophys. J. Int. 172, 513–535 (2008).

[Crossref]

N. Terzija and H. McCann, “Wavelet-based image reconstruction for hard-field tomography with severely limited data,” IEEE Sens. J. 11, 1885–1893 (2010).

[Crossref]

M. Hanke, “A regularizing Levenberg—Marquardt scheme, with applications to inverse groundwater filtration problems,” Inverse Prob. 13, 79–95 (1997).

[Crossref]

M. G. Twynstra, K. J. Daun, and S. L. Waslander, “Line-of-sight-attenuation chemical species tomography through the level set method,” J. Quant. Spectrosc. Radiat. Transf., 143, 25–34 (2014).

[Crossref]

K. J. Daun, “Infrared species limited data tomography through Tikhonov reconstruction,” J. Quant. Spectrosc. Radiat. Transf. 111, 105–115 (2010).

[Crossref]

S. J. Grauer, R. W. Tsang, and K. J. Daun, “Broadband chemical species tomography: measurement theory and a proof-of-concept emission detection experiment,” J. Quant. Spectrosc. Radiat. Transf. 198, 145–154 (2017).

[Crossref]

N. Polydorides, A. Tsekenis, H. McCann, V.-P. Archilla, and P. Wright, “An efficient approach for limited-data chemical species tomography and its error bounds,” Proc. R. Soc. London Ser. A 472, 20150875 (2016).

[Crossref]

W. Cai and F. C. Kaminski, “Tomographic absorption spectroscopy for the study of gas dynamics and reactive flows,” Prog. Energy Combust. Sci. 59, 1–31 (2017).

[Crossref]

D. P. Bertsekas, “Projected Newton methods for optimisation problems with simple constraints,” SIAM J. Control Optim. 20, 221–246 (1982).

P. E. Gill, W. Murray, and M. H. Wright, Practical Optimization (Academic, 1981).

S. Boyd and L. Vandenberghe, Convex Optimisation (Cambridge University, 2004).

R. K. Hanson, R. M. Spearrin, and C. S. Goldenstein, Spectroscopy and Optical Diagnostics for Gases (Springer, 2016).

“The HITRAN database,” www.hitran.org .

P. C. Hansen, Rank-Deficient and Discrete Ill-Posed Problems: Numerical Aspects of Linear Inversion (SIAM, 2002).

M. Bertero and P. Boccacci, Introduction to Inverse Problems in Imaging (Institute of Physics, 1998).

“Optimization toolbox,” The MathWorks, https://www.mathworks.com/products/optimization.html .

Y. Feng, J. Nilsson, S. Jain, T. C. May-Smith, J. K. Sahu, F. Jia, D. Wilson, M. Lengden, and W. Johnstone, “LD-seeded thulium-doped fibre amplifier for CO2 measurements at 2 μm,” in 6th Europhoton Conference (EPS-QEOD) (2014).

H. McCann, P. Wright, and K. Daun, Industrial Tomography: Systems and Applications (Elsevier, 2015).

P. Wright, D. McCormick, J. Kliment, K. Ozanyan, S. Tsekenis, E. Fisher, H. McCann, V. Archilla, A. Gonzalez-Nunez, M. Johnson, J. Black, M. Lengden, D. Wilson, W. Johnstone, Y. Feng, and J. Nilsson, “Implementation of non-intrusive jet exhaust species distribution measurements within a test facility,” in IEEE Aerospace Conference (2016).