2015
DOI: 10.1016/j.talanta.2014.12.001
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Unveiling the identity of distant targets through advanced Raman-laser-induced breakdown spectroscopy data fusion strategies

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Cited by 34 publications
(22 citation statements)
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“…Stand-off detection by hyphenated Raman-LIBS instruments is also possible, although multiple challenges have to be tackled: most importantly lower inherent sensitivity resulting from the small angle of detection, and increased interference caused by the open-field application and resulting in excessive noise in the Raman spectrum and increased background in the LIBS spectrum. Further information on the technical details and analytical applications of Raman-LIBS instruments can be found in a recent review by Lin [79], and on data-evaluation strategies in a paper by Moros and Laserna [80]. As is revealed by recent LIBS literature, the Raman-LIBS hyphenated instrument has already proved itself useful in several application fields.…”
Section: Raman-libsmentioning
confidence: 99%
“…Stand-off detection by hyphenated Raman-LIBS instruments is also possible, although multiple challenges have to be tackled: most importantly lower inherent sensitivity resulting from the small angle of detection, and increased interference caused by the open-field application and resulting in excessive noise in the Raman spectrum and increased background in the LIBS spectrum. Further information on the technical details and analytical applications of Raman-LIBS instruments can be found in a recent review by Lin [79], and on data-evaluation strategies in a paper by Moros and Laserna [80]. As is revealed by recent LIBS literature, the Raman-LIBS hyphenated instrument has already proved itself useful in several application fields.…”
Section: Raman-libsmentioning
confidence: 99%
“…These are essentially the same instrumental requirements as those of LIBS, and both are often used together [118][119][120][121]. Very good signal-to-noise has been obtained for bulk explosive materials (tens of gram quantities) in single-shot [122] and multiple-pulse [123] spectra measured beyond 100 m in daylight conditions, and at 470 m for multiple-pulse measurement (1-10 s) during heavy rainfall [124,125].…”
Section: Ramanmentioning
confidence: 99%
“…Combining LIBS with Raman spectroscopy has increased the ability to identify unknown materials at stand-off distances through sensor-data fusion (Fig. 7 shows an example) [119,[193][194][195][196]. As high-energy lasers become more portable, the suitability of LIBS for use in the field is improving [168,184,197].…”
Section: Laser-induced Breakdown Spectroscopymentioning
confidence: 99%
“…Raman spectroscopy was employed in this work without pretreatment, and the test speed was fast. The dynamic spectra of a sample could be collected rapidly when laser was applied as the micro‐perturbation, and only a few minutes were in demand of the total analysis process . Thirdly, the two‐dimensional correlation analysis results can show the characteristic of a sample in three‐dimensional space, so that people can realize the direct identification of the tested samples.…”
Section: Introductionmentioning
confidence: 99%
“…The dynamic spectra of a sample could be collected rapidly when laser was applied as the microperturbation, and only a few minutes were in demand of the total analysis process. [19] Thirdly, the two-dimensional correlation analysis results can show the characteristic of a sample in threedimensional space, so that people can realize the direct identification of the tested samples. The correlation coefficient method was applied to further analyze the results, which can calculate the correlation coefficient values between each sample and quantitative description of the similarities of them.…”
Section: Introductionmentioning
confidence: 99%