TY - GEN
T1 - Signal analysis for assessment and prediction of the artificial habitat in shrimp aquaculture
AU - Hernández, José Juan Carbajal
AU - Fernandez, Luis Pastor Sanchez
AU - Rodríguez, José Luis Oropeza
AU - Riverón, Edgardo Manuel Felipe
PY - 2009
Y1 - 2009
N2 - This paper presents a novel work for prediction of artificial habitat in shrimp aquaculture based on environmental signal analysis. The physicalchemical variables that are involved into the system are studied for modeling and predicting environmental patterns. The prediction model is built using AR models that reconstruct a partial section of a particular measured signal. The physical-chemical variables are classified based on the negative ecological impact using a new statistical model that calculates the frequency and the deviation of the measurements. A fuzzy inference system processes the level classifications using aquaculture rules that define all the cases calculating the condition of the shrimp habitat.
AB - This paper presents a novel work for prediction of artificial habitat in shrimp aquaculture based on environmental signal analysis. The physicalchemical variables that are involved into the system are studied for modeling and predicting environmental patterns. The prediction model is built using AR models that reconstruct a partial section of a particular measured signal. The physical-chemical variables are classified based on the negative ecological impact using a new statistical model that calculates the frequency and the deviation of the measurements. A fuzzy inference system processes the level classifications using aquaculture rules that define all the cases calculating the condition of the shrimp habitat.
KW - Assessment
KW - Fuzzy inference systems
KW - Prediction
KW - Signal analysis
UR - http://www.scopus.com/inward/record.url?scp=78651234597&partnerID=8YFLogxK
U2 - 10.1007/978-3-642-10268-4_42
DO - 10.1007/978-3-642-10268-4_42
M3 - Contribución a la conferencia
SN - 3642102670
SN - 9783642102677
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 353
EP - 360
BT - Progress in Pattern Recognition, Image Analysis, Computer Vision and Applications - 14th Iberoamerican Conference on Pattern Recognition, CIARP 2009, Proceedings
T2 - 14th Iberoamerican Conference on Pattern Recognition, CIARP 2009
Y2 - 15 November 2009 through 18 November 2009
ER -