Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
}
TY - GEN
T1 - Frequency analysis for real-time identification of sick pigs and disease monitoring in pig houses.
AU - Exadaktylos, V.
AU - Silva, M.
AU - Aerts, J.-M.
AU - Taylor, C. James
AU - Ferrari, S.
AU - Guarino, M.
AU - Berckmans, D.
PY - 2007/6
Y1 - 2007/6
N2 - This paper extends existing cough identification methods and proposes a real-time version for identifying sick pig cough sounds. The analysis and classification is based on the frequency domain characteristics of the signal and a comparison to a reference set is made. This technique evaluates fuzzy c-means clustering to identify the reference set that mirrors the cough characteristics. The identification process can be implemented for real-time applications that would improve and speed up the treatment procedure in pig houses.
AB - This paper extends existing cough identification methods and proposes a real-time version for identifying sick pig cough sounds. The analysis and classification is based on the frequency domain characteristics of the signal and a comparison to a reference set is made. This technique evaluates fuzzy c-means clustering to identify the reference set that mirrors the cough characteristics. The identification process can be implemented for real-time applications that would improve and speed up the treatment procedure in pig houses.
M3 - Conference contribution/Paper
SN - 978-90-8686-023-4
SP - 125
EP - 131
BT - Precision livestock farming '07
A2 - Cox, S.
PB - Wageningen Academic Publishers
CY - Wageningen
ER -