An FPGA-Based WASN for Remote Real-Time Monitoring of Endangered Species: A Case Study on the Birdsong Recognition of Botaurus stellaris

Fast environmental variations due to climate change can cause mass decline or even extinctions of species, having a dramatic impact on the future of biodiversity. During the last decade, different approaches have been proposed to track and monitor endangered species, generally based on costly semi-a...

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Main Authors: Marcos Hervás, Rosa Ma Alsina-Pagès, Francesc Alías, Martí Salvador
Format: Article
Language:English
Published: MDPI AG 2017-06-01
Series:Sensors
Subjects:
Online Access:http://www.mdpi.com/1424-8220/17/6/1331
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spelling doaj-da173710563545399e178bea92ff3b892020-11-25T01:39:17ZengMDPI AGSensors1424-82202017-06-01176133110.3390/s17061331s17061331An FPGA-Based WASN for Remote Real-Time Monitoring of Endangered Species: A Case Study on the Birdsong Recognition of Botaurus stellarisMarcos Hervás0Rosa Ma Alsina-Pagès1Francesc Alías2Martí Salvador3GTM—Grup de recerca en Tecnologies Mèdia, La Salle-Universitat Ramon Llull, C/Quatre Camins 30, 08022 Barcelona, SpainGTM—Grup de recerca en Tecnologies Mèdia, La Salle-Universitat Ramon Llull, C/Quatre Camins 30, 08022 Barcelona, SpainGTM—Grup de recerca en Tecnologies Mèdia, La Salle-Universitat Ramon Llull, C/Quatre Camins 30, 08022 Barcelona, SpainGTM—Grup de recerca en Tecnologies Mèdia, La Salle-Universitat Ramon Llull, C/Quatre Camins 30, 08022 Barcelona, SpainFast environmental variations due to climate change can cause mass decline or even extinctions of species, having a dramatic impact on the future of biodiversity. During the last decade, different approaches have been proposed to track and monitor endangered species, generally based on costly semi-automatic systems that require human supervision adding limitations in coverage and time. However, the recent emergence of Wireless Acoustic Sensor Networks (WASN) has allowed non-intrusive remote monitoring of endangered species in real time through the automatic identification of the sound they emit. In this work, an FPGA-based WASN centralized architecture is proposed and validated on a simulated operation environment. The feasibility of the architecture is evaluated in a case study designed to detect the threatened Botaurus stellaris among other 19 cohabiting birds species in The Parc Natural dels Aiguamolls de l’Empordhttp://www.mdpi.com/1424-8220/17/6/1331wireless acoustic sensor networksFPGAremote real-time monitoringbirdsong recognitionendangered speciesBotaurus stellaris
collection DOAJ
language English
format Article
sources DOAJ
author Marcos Hervás
Rosa Ma Alsina-Pagès
Francesc Alías
Martí Salvador
spellingShingle Marcos Hervás
Rosa Ma Alsina-Pagès
Francesc Alías
Martí Salvador
An FPGA-Based WASN for Remote Real-Time Monitoring of Endangered Species: A Case Study on the Birdsong Recognition of Botaurus stellaris
Sensors
wireless acoustic sensor networks
FPGA
remote real-time monitoring
birdsong recognition
endangered species
Botaurus stellaris
author_facet Marcos Hervás
Rosa Ma Alsina-Pagès
Francesc Alías
Martí Salvador
author_sort Marcos Hervás
title An FPGA-Based WASN for Remote Real-Time Monitoring of Endangered Species: A Case Study on the Birdsong Recognition of Botaurus stellaris
title_short An FPGA-Based WASN for Remote Real-Time Monitoring of Endangered Species: A Case Study on the Birdsong Recognition of Botaurus stellaris
title_full An FPGA-Based WASN for Remote Real-Time Monitoring of Endangered Species: A Case Study on the Birdsong Recognition of Botaurus stellaris
title_fullStr An FPGA-Based WASN for Remote Real-Time Monitoring of Endangered Species: A Case Study on the Birdsong Recognition of Botaurus stellaris
title_full_unstemmed An FPGA-Based WASN for Remote Real-Time Monitoring of Endangered Species: A Case Study on the Birdsong Recognition of Botaurus stellaris
title_sort fpga-based wasn for remote real-time monitoring of endangered species: a case study on the birdsong recognition of botaurus stellaris
publisher MDPI AG
series Sensors
issn 1424-8220
publishDate 2017-06-01
description Fast environmental variations due to climate change can cause mass decline or even extinctions of species, having a dramatic impact on the future of biodiversity. During the last decade, different approaches have been proposed to track and monitor endangered species, generally based on costly semi-automatic systems that require human supervision adding limitations in coverage and time. However, the recent emergence of Wireless Acoustic Sensor Networks (WASN) has allowed non-intrusive remote monitoring of endangered species in real time through the automatic identification of the sound they emit. In this work, an FPGA-based WASN centralized architecture is proposed and validated on a simulated operation environment. The feasibility of the architecture is evaluated in a case study designed to detect the threatened Botaurus stellaris among other 19 cohabiting birds species in The Parc Natural dels Aiguamolls de l’Empord
topic wireless acoustic sensor networks
FPGA
remote real-time monitoring
birdsong recognition
endangered species
Botaurus stellaris
url http://www.mdpi.com/1424-8220/17/6/1331
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