Urban Traffic Noise Analysis Using UAV-Based Array of Microphones.
Marius MineaCătălin Marian DumitrescuPublished in: Sensors (Basel, Switzerland) (2023)
(1) Background: Transition to smart cities involves many actions in different fields of activity, such as economy, environment, energy, government, education, living and health, safety and security, and mobility. Environment and mobility are very important in terms of ensuring a good living in urban areas. Considering such arguments, this paper proposes monitoring and mapping of a 3D traffic-generated urban noise emissions using a simple, UAV-based, and low-cost solution. (2) Methods: The collection of relevant sound recordings is performed via a UAV-borne set of microphones, designed in a specific array configuration. Post-measurement data processing is performed to filter unwanted sound and vibrations produced by the UAV rotors. Collected noise information is location- and altitude-labeled to ensure a relevant 3D profile of data. (3) Results: Field measurements of sound levels in different directions and altitudes are presented in the paperwork. (4) Conclusions: The solution of employing UAV for environmental noise mapping results in being minimally invasive, low-cost, and effective in terms of rapidly producing environmental noise pollution maps for reports and future improvements in road infrastructure.
Keyphrases
- air pollution
- low cost
- particulate matter
- high resolution
- minimally invasive
- healthcare
- human health
- high density
- electronic health record
- public health
- high throughput
- health information
- heavy metals
- mass spectrometry
- computed tomography
- machine learning
- quality improvement
- artificial intelligence
- positron emission tomography
- pet imaging