Wyszukiwanie zaawansowane ?

Obiekt

Pobierz

Tytuł: A simple vehicle classification framework for wireless audio-sensor networks, Journal of Telecommunications and Information Technology, 2008, nr 1

Autor:

Harms, Janelle ; Malhotra, Baljeet ; Nikolaidis, Ioanis

Data wydania:

2008, nr 1

Typ zasobu:

artykuł

Opis:

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 produced by vehicles. In this paper, we present a naıve classifier and simple distributed schemes for vehicle classification based on the features extracted from the acoustic signals. We demonstrate a novel way of using Aura matrices to create a new feature derived from the power spectral density (PSD) of a signal, which performs at par with other existing features. To benefit from the distributed environment of the sensor networks we also propose efficient dynamic acoustic features that are low on dimension, yet effective for classification. An experimental study has been conducted using real acoustic signals of different vehicles in an urban setting. Our proposed schemes using a na¨ıve classifier achieved highly accurate results in classifying different vehicles into two classes. Communication and computational costs were also computed to capture their trade-off with the classification quality.

Wydawca:

Instytut Łączności - Państwowy Instytut Badawczy, Warszawa

Format:

application/pdf

Identyfikator zasobu:

oai:bc.itl.waw.pl:153

DOI:

10.26636/jtit.2008.1.861

ISSN:

1509-4553

eISSN:

1899-8852

Źródło:

Journal of Telecommunications and Information Technology

Język:

ang

Prawa:

Biblioteka Naukowa Instytutu Łączności

Temat i słowa kluczowe:

acoustic signals vehicle classification sensor networks

Kolekcje, do których przypisany jest obiekt:

Data ostatniej modyfikacji:

5 sie 2024

Data dodania obiektu:

5 sty 2010

Liczba wyświetleń treści obiektu:

356

Wszystkie dostępne wersje tego obiektu:

https://bc.itl.waw.pl/publication/179

Wyświetl opis w formacie RDF:

RDF

Wyświetl opis w formacie OAI-PMH:

OAI-PMH

Nazwa wydania Data
Harms, Janelle; Malhotra, Baljeet; Nikolaidis, Ioanis, 2008, nr 1, A simple vehicle classificationframework for wireless audio-sensornetworks, Journal of Telecommunications and Information Technology, 2008 nr 1 5 sie 2024

Obiekty Podobne
Multicast Connections in Wireless Sensor Networks with Topology Control, Journal of Telecommunications and Information Technology, 2016, nr 1

Stachowiak, Krzysztof Piechowiak, Maciej Bartczak, Tomasz

2016, nr 1
artykuł
Self-organization and Routing Algorithms for the Purpose of the Sensor Network Monitoring Environmental Conditions on a Given Area, Journal of Telecommunications and Information Technology, 2016, nr 4

Bronk, Krzysztof Lipka, Adam Wereszko, Błażej Żurek, Jerzy Żurek, Krzysztof

2016, nr 4
artykuł
EARPC – Energy Aware Routing Protocol for Cooperative MIMO Scheme in WSNs, Journal of Telecommunications and Information Technology, 2020, nr 3

Reddy, Kummathi Chenna M. N., Thippeswamy Devanagavi Geetha D.

2020, nr 3
artykuł
Protocols for Wireless Sensor Networks: A Survey, Journal of Telecommunications and Information Technology, 2018, nr 1

Kaur Pardeep Kochhar Aarti Singh Preeti Sharma Sukesha

2018
artykuł
ACO-Inspired Energy-Aware Routing Algorithm for Wireless Sensor Networks, Journal of Telecommunications and Information Technology, 2019, nr 1

Yamazaki, Taku Yamamoto, Ryo Tanaka, Yoshiaki Okamura, Yasushi Nishibu, Seira

2019, nr 1
artykuł
Differentiated Service Model-Supported Cluster-Based Routing in Wireless Sensor Networks, Journal of Telecommunications and Information Technology, 2020, nr 3

Agarkhed, Jayashree Dattatraya, Patil Yogita Patil, Siddarama

2020, nr 3
artykuł
Swarm Intelligence-based Partitioned Recovery in Wireless Sensor Networks, Journal of Telecommunications and Information Technology, 2018, nr 3

Kumar, Gaurav Ranga, Virender

2018, nr 3
artykuł
How the Role-Based Trust Management Can Be Applied to Wireless Sensor Networks, Journal of Telecommunications and Information Technology, 2012, nr 4

Felkner, Anna

2012, nr 4
artykuł
Więcej
×

Cytowanie

Styl cytowania:

Dane kontaktowe

Adres

Instytut Łączności – Państwowy Instytut Badawczy ul. Szachowa 1 04-894 Warszawa

Telefon

(+48) 5128 696

E-Mail

biblioteka@il-pib.pl

Odwiedź nas!

Ta strona wykorzystuje pliki 'cookies'. Więcej informacji