- Tytuł:
- A Multistage Procedure of Mobile Vehicle Acoustic Identification for Single-Sensor Embedded Device
- Autorzy:
-
Astapov, S.
Riid, A. - Powiązania:
- https://bibliotekanauki.pl/articles/227146.pdf
- Data publikacji:
- 2013
- Wydawca:
- Polska Akademia Nauk. Czytelnia Czasopism PAN
- Tematy:
-
vehicle identification
acoustic signal analysis
feature extraction
classification
fuzzy logic - Opis:
- Mobile vehicle identification has a wide application field for both civilian and military uses. Vehicle identification may be achieved by incorporating single or multiple sensor solutions and through data fusion. This paper considers a single-sensor multistage hierarchical algorithm of acoustic signal analysis and pattern recognition for the identification of mobile vehicles in an open environment. The algorithm applies several standalone techniques to enable complex decision-making during event identification. Computationally inexpensive procedures are specifically chosen in order to provide real-time operation capability. The algorithm is tested on pre-recorded audio signals of civilian vehicles passing the measurement point and shows promising classification accuracy. Implementation on a specific embedded device is also presented and the capability of real-time operation on this device is demonstrated.
- Źródło:
-
International Journal of Electronics and Telecommunications; 2013, 59, 2; 151-160
2300-1933 - Pojawia się w:
- International Journal of Electronics and Telecommunications
- Dostawca treści:
- Biblioteka Nauki
Artykuł