Higher-order statistical analysis: an useful tool for signal processing
This work has the objective of introducing the effectiveness of using higher-order statistical signal processing techniques when classical techniques do not represent an effective choice. This research revealed some results from the higher-order signal analysis of mechanical vibrations, communicatio...
| Main Authors: | , , , |
|---|---|
| Format: | Online |
| Language: | Spanish |
| Published: |
Facultad de Ciencias Exactas, Químicas y Naturales
2013
|
| Subjects: | |
| Online Access: | https://www.fceqyn.unam.edu.ar/recyt/index.php/recyt/article/view/398 |
| id |
ojs-article-398 |
|---|---|
| record_format |
ojs |
| spelling |
ojs-article-3982020-03-06T10:54:37Z Higher-order statistical analysis: an useful tool for signal processing El procesamiento estadístico de orden superior: herramienta útil para el análisis de señales Cabezas Defaus, Neydis Cruz Pérez, Pedro P. Iglesias Martínez, Miguel E. Hernández Montero, Fidel E. Higher-order statistical analysis Signal processing Análisis estadístico de orden superior Procesamiento de señales This work has the objective of introducing the effectiveness of using higher-order statistical signal processing techniques when classical techniques do not represent an effective choice. This research revealed some results from the higher-order signal analysis of mechanical vibrations, communications signals and noise corrupted signals, evaluating the benefits of the different applications. Effectiveness of the implementations was proved through real and computational simulation experiments. El trabajo que se presenta tiene el objetivo de introducir y mostrar lo efectivo que constituye la utilización de técnicas de procesamiento estadístico de orden superior de señales para aplicaciones en las que técnicas clásicas no resultan efectivas. En particular, en esta investigación se presentan los resultados del análisis estadístico de orden superior de vibraciones mecánicas, señales de comunicación y señales contaminadas por ruido, evaluando la conveniencia de su empleo. La efectividad de las técnicas implementadas fue demostrada a partir de estudios experimentales reales y de simulación computacional. Facultad de Ciencias Exactas, Químicas y Naturales 2013-12-20 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://www.fceqyn.unam.edu.ar/recyt/index.php/recyt/article/view/398 Argentine Journal of Science and Technology; Vol. 20 No. 1 (2013); 30-37 Revista de Ciencia y Tecnología; Vol. 20 Núm. 1 (2013); 30-37 1851-7587 0329-8922 spa https://www.fceqyn.unam.edu.ar/recyt/index.php/recyt/article/view/398/315 Derechos de autor 2013 Revista de Ciencia y Tecnología |
| institution |
Facultad de Ciencias Exactas Quimicas y Naturales |
| collection |
Revista de Ciencia y Tecnologia RECyT |
| language |
Spanish |
| topic |
Higher-order statistical analysis Signal processing Análisis estadístico de orden superior Procesamiento de señales |
| spellingShingle |
Higher-order statistical analysis Signal processing Análisis estadístico de orden superior Procesamiento de señales Cabezas Defaus, Neydis Cruz Pérez, Pedro P. Iglesias Martínez, Miguel E. Hernández Montero, Fidel E. Higher-order statistical analysis: an useful tool for signal processing |
| topic_facet |
Higher-order statistical analysis Signal processing Análisis estadístico de orden superior Procesamiento de señales |
| format |
Online |
| author |
Cabezas Defaus, Neydis Cruz Pérez, Pedro P. Iglesias Martínez, Miguel E. Hernández Montero, Fidel E. |
| author_facet |
Cabezas Defaus, Neydis Cruz Pérez, Pedro P. Iglesias Martínez, Miguel E. Hernández Montero, Fidel E. |
| author_sort |
Cabezas Defaus, Neydis |
| title |
Higher-order statistical analysis: an useful tool for signal processing |
| title_short |
Higher-order statistical analysis: an useful tool for signal processing |
| title_full |
Higher-order statistical analysis: an useful tool for signal processing |
| title_fullStr |
Higher-order statistical analysis: an useful tool for signal processing |
| title_full_unstemmed |
Higher-order statistical analysis: an useful tool for signal processing |
| title_sort |
higher-order statistical analysis: an useful tool for signal processing |
| title_alt |
El procesamiento estadístico de orden superior: herramienta útil para el análisis de señales |
| description |
This work has the objective of introducing the effectiveness of using higher-order statistical signal processing techniques when classical techniques do not represent an effective choice. This research revealed some results from the higher-order signal analysis of mechanical vibrations, communications signals and noise corrupted signals, evaluating the benefits of the different applications. Effectiveness of the implementations was proved through real and computational simulation experiments. |
| publisher |
Facultad de Ciencias Exactas, Químicas y Naturales |
| publishDate |
2013 |
| url |
https://www.fceqyn.unam.edu.ar/recyt/index.php/recyt/article/view/398 |
| work_keys_str_mv |
AT cabezasdefausneydis higherorderstatisticalanalysisanusefultoolforsignalprocessing AT cruzperezpedrop higherorderstatisticalanalysisanusefultoolforsignalprocessing AT iglesiasmartinezmiguele higherorderstatisticalanalysisanusefultoolforsignalprocessing AT hernandezmonterofidele higherorderstatisticalanalysisanusefultoolforsignalprocessing AT cabezasdefausneydis elprocesamientoestadisticodeordensuperiorherramientautilparaelanalisisdesenales AT cruzperezpedrop elprocesamientoestadisticodeordensuperiorherramientautilparaelanalisisdesenales AT iglesiasmartinezmiguele elprocesamientoestadisticodeordensuperiorherramientautilparaelanalisisdesenales AT hernandezmonterofidele elprocesamientoestadisticodeordensuperiorherramientautilparaelanalisisdesenales |
| _version_ |
1800236232475672576 |