Extracting urban sound information for residential areas in smart cities using an end-to-end IoT system

• Main Authors: Tan, Ee-Leng, Karnapi, Furi Andi, Ng, Linus Junjia, Ooi, Kenneth, Gan, Woon-Seng
• 其他作者: School of Electrical and Electronic Engineering
• 格式: Article
• 語言: English
• 出版: 2021
• 主題: Engineering::Electrical and electronic engineering; Acoustic Source Event Detection; Deep Neural Networks; Edge Analytics; Edge-Cloud Architecture; Internet of Things
• 在線閱讀: https://hdl.handle.net/10356/153454
• 機構: Nanyang Technological University

With rapid urbanization comes the increase of community, construction, and transportation noise in residential areas. The conventional approach of solely relying on sound pressure level (SPL) information to decide on the noise environment and to plan out noise control and mitigation strategies is in...