TY - GEN
T1 - An embedded system for the detection of illegal hunting and logging
AU - Montero-Aragon, Jordan
AU - Salazar-Garcia, Carlos
AU - Castro-Gonzalez, Reinaldo
AU - Cardenas-Reyes, Jorge
AU - Chacon-Rodriguez, Alfonso
AU - Alvarado-Moya, Pablo
N1 - Publisher Copyright:
© 2016 IEEE.
PY - 2016/7/2
Y1 - 2016/7/2
N2 - The embedded implementation on a commercial platform of an acoustic classification system for the detection of gunshots and chainsaws in a tropical protected area is proposed here, with the idea of later integrating a surveillance wireless sensor network with similar nodes. The embedded system performs from signal preprocessing to feature extraction and final classification of signals, using HMM. Evaluation results using real data taken from a rain forest protected area, are given.
AB - The embedded implementation on a commercial platform of an acoustic classification system for the detection of gunshots and chainsaws in a tropical protected area is proposed here, with the idea of later integrating a surveillance wireless sensor network with similar nodes. The embedded system performs from signal preprocessing to feature extraction and final classification of signals, using HMM. Evaluation results using real data taken from a rain forest protected area, are given.
KW - ASIC
KW - Acoustic signals recognition
KW - FPGA
KW - HMM
KW - dimension reduction
KW - embedded systems
KW - environmental protection
KW - kd-tree
UR - https://www.scopus.com/pages/publications/85021409398
U2 - 10.1109/CONCAPAN.2016.7942350
DO - 10.1109/CONCAPAN.2016.7942350
M3 - Contribución a la conferencia
AN - SCOPUS:85021409398
T3 - 2016 IEEE 36th Central American and Panama Convention, CONCAPAN 2016
BT - 2016 IEEE 36th Central American and Panama Convention, CONCAPAN 2016
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 36th IEEE Central American and Panama Convention, CONCAPAN 2016
Y2 - 9 November 2016 through 11 November 2016
ER -