Dynamic sensor activation and decision-level fusion in wireless acoustic sensor networks for classification of domestic activities

G Dekkers, F Rosas, T van Waterschoot, B Vanrumste… - Information …, 2022 - Elsevier
For the past decades there has been a rising interest for wireless sensor networks to obtain
information about an environment. One interesting modality is that of audio, as it is highly …

A simple vehicle classification framework for wireless audio-sensor networks

B Malhotra, I Nikolaidis, J Harms - Journal of Telecommunications and …, 2008 - jtit.pl
Vehicle tracking is one of the important applications of wireless sensor networks. We
consider an aspect of tracking: the classification of targets based on the acoustic signals …

Moving vehicle classification using wireless acoustic sensor networks

S Ntalampiras - IEEE Transactions on Emerging Topics in …, 2018 - ieeexplore.ieee.org
Acoustic signal processing over wireless acoustic sensor networks (WASN) currently
constitutes a topic receiving extensive attention by the scientific community. However, the …

Design Considerations for an Environmental Monitoring Wireless Acoustic Sensor Network

SM Potirakis, B Nefzi, NA Tatlas, G Tuna… - Sensor …, 2015 - ingentaconnect.com
A wireless acoustic sensor network for the sound/acoustic monitoring of areas of
environmental interest, and the automated generation of multi-level sound maps for …

[PDF][PDF] Energy-aware Scheme for Animal Recognition in Wireless Acoustic Sensor Networks.

A Algobail, A Soudani, S Al-Ahmadi - SENSORNETS, 2018 - scitepress.org
Wireless Acoustic Sensor Networks (WASN) have drawn tremendous attention due to their
promising potential audio-rich applications such as battlefield surveillance, environment …

Efficient sensor network vehicle classification using peak harmonics of acoustic emissions

PE William, MW Hoffman - Unattended Ground, Sea, and Air …, 2008 - spiedigitallibrary.org
An application is proposed for detection and classification of battlefield ground vehicles
using the emitted acoustic signal captured at individual sensor nodes of an ad hoc Wireless …

Lightweight feature extraction method for efficient acoustic-based animal recognition in wireless acoustic sensor networks

F Al-Quayed, A Soudani, S Al-Ahmadi - EURASIP Journal on Wireless …, 2020 - Springer
Wireless acoustic sensor networks represent an attractive solution that can be deployed for
animal detection and recognition in a monitored area. A typical configuration for this …

[PDF][PDF] Vehicle Identification using Discrete Spectrums in Wireless Sensor Networks.

SS Yang, YG Kim, H Choi - J. Networks, 2008 - Citeseer
We studied the possibility of using wireless sensor networks for vehicle identification in a
large open field. This is exciting research in that it not only presents a challenge but has …

A survey on the feasibility of sound classification on wireless sensor nodes

EL Salomons, PJM Havinga - Sensors, 2015 - mdpi.com
Wireless sensor networks are suitable to gain context awareness for indoor environments.
As sound waves form a rich source of context information, equipping the nodes with …

Improving classification algorithms by considering score series in wireless acoustic sensor networks

A Luque, J Romero-Lemos, A Carrasco, J Barbancho - Sensors, 2018 - mdpi.com
The reduction in size, power consumption and price of many sensor devices has enabled
the deployment of many sensor networks that can be used to monitor and control several …