• Complex
  • Title
  • Keyword
  • Abstract
  • Scholars
  • Journal
  • ISSN
  • Conference
搜索

Author:

Lei, Hongbin (Lei, Hongbin.) | Wang, Botao (Wang, Botao.)

Indexed by:

EI Scopus

Abstract:

As the development of vehicle sound insulation technology, drivers ignore some external sound information regularly. It is particularly important for the recognition of external sounds when the vehicle is driving. The real-Time detection of the fundamental frequency of the external sound is not accurate due to the complexity of the external environment and the noise interference. In this paper, a recognition algorithm of vehicle external specific sounds is presented. The spectrum information of the external sound is converted into an image form, and the analysis result is obtained after processing the spectrum image. We choose five different types of sounds and the total number of 1000 samples for testing. The experiment data shows that the overall accuracy of the algorithm's processing data can reach more than 90%, and the recognition rate can reach more than 90%. This algorithm has the characteristics of high accuracy and strong robustness, and it can easily be realized in real time. © Published under licence by IOP Publishing Ltd.

Keyword:

Sound insulation Artificial intelligence Data handling Vehicles

Author Community:

  • [ 1 ] [Lei, Hongbin]Faculty of Information Technology, Beijing University of Technology, Beijing, China
  • [ 2 ] [Wang, Botao]Faculty of Information Technology, Beijing University of Technology, Beijing, China

Reprint Author's Address:

Email:

Show more details

Related Keywords:

Related Article:

Source :

ISSN: 1742-6588

Year: 2020

Issue: 1

Volume: 1631

Language: English

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

Affiliated Colleges:

Online/Total:1151/5536056
Address:BJUT Library(100 Pingleyuan,Chaoyang District,Beijing 100124, China Post Code:100124) Contact Us:010-67392185
Copyright:BJUT Library Technical Support:Beijing Aegean Software Co., Ltd.