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A Simplified Correlation Index for Fast Real-Time Pulse Shape Recognition.
Cicuttin, Andres; Morales, Iván René; Crespo, Maria Liz; Carrato, Sergio; García, Luis Guillermo; Molina, Romina Soledad; Valinoti, Bruno; Folla Kamdem, Jerome.
Afiliação
  • Cicuttin A; Multidisciplinary Laboratory, The Abdus Salam International Centre for Theoretical Physics (ICTP), 34151 Trieste, Italy.
  • Morales IR; Multidisciplinary Laboratory, The Abdus Salam International Centre for Theoretical Physics (ICTP), 34151 Trieste, Italy.
  • Crespo ML; Dipartimento di Ingegneria e Architettura, Università degli Studi di Trieste (UNITS), 34127 Trieste, Italy.
  • Carrato S; Multidisciplinary Laboratory, The Abdus Salam International Centre for Theoretical Physics (ICTP), 34151 Trieste, Italy.
  • García LG; Dipartimento di Ingegneria e Architettura, Università degli Studi di Trieste (UNITS), 34127 Trieste, Italy.
  • Molina RS; Multidisciplinary Laboratory, The Abdus Salam International Centre for Theoretical Physics (ICTP), 34151 Trieste, Italy.
  • Valinoti B; Multidisciplinary Laboratory, The Abdus Salam International Centre for Theoretical Physics (ICTP), 34151 Trieste, Italy.
  • Folla Kamdem J; Dipartimento di Ingegneria e Architettura, Università degli Studi di Trieste (UNITS), 34127 Trieste, Italy.
Sensors (Basel) ; 22(20)2022 Oct 11.
Article em En | MEDLINE | ID: mdl-36298048
A simplified correlation index is proposed to be used in real-time pulse shape recognition systems. This index is similar to the classic Pearson's correlation coefficient, but it can be efficiently implemented in FPGA devices with far fewer logic resources and excellent performance. Numerical simulations with synthetic data and comparisons with the Pearson's correlation show the suitability of the proposed index in applications such as the discrimination and counting of pulses with a predefined shape. Superior performance is evident in signal-to-noise ratio scenarios close to unity. FPGA implementation of Person's method and the proposed correlation index have been successfully tested and the main results are summarized.
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Algoritmos / Processamento de Sinais Assistido por Computador Limite: Humans Idioma: En Ano de publicação: 2022 Tipo de documento: Article

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Algoritmos / Processamento de Sinais Assistido por Computador Limite: Humans Idioma: En Ano de publicação: 2022 Tipo de documento: Article