An auto-encoder based LSTM model for prediction of ambient noise levels
Traffic noise is one of the most prevalent cause of environmental pollution in Indian cities. A
reliable method is required for assessment, and prediction of ambient noise levels. This …
reliable method is required for assessment, and prediction of ambient noise levels. This …
Time-series prediction and forecasting of ambient noise levels using deep learning and machine learning techniques
Ambient day and night noise levels prediction problems have traditionally been addressed
using various statistical and machine learning methods. This paper presents the time-series …
using various statistical and machine learning methods. This paper presents the time-series …
Strategies and implications of noise pollution monitoring, modelling, and mitigation in urban cities
The present chapter provides an exhaustive review on the noise monitoring studies,
comparison of the prediction models including physical propagation model, and applications …
comparison of the prediction models including physical propagation model, and applications …
Determination of Point-to-Point 3D Routing Algorithm Using LiDAR Data for Noise Prediction
Urban planning, noise propagation modelling, viewshed analysis, etc., require
determination of routes or supply lines for propagation. A point-to-point routing algorithm is …
determination of routes or supply lines for propagation. A point-to-point routing algorithm is …
Evaluation and analysis of long-term environmental noise levels in 7 major cities of India
This paper describes the long-term noise monitoring data for ten consecutive years (2011–
2020) acquired from the diversified National Ambient Noise Monitoring Network (NANMN) …
2020) acquired from the diversified National Ambient Noise Monitoring Network (NANMN) …
Short-Term Stratified Temporal Noise Monitoring Strategies for Estimation of Day Equivalent Levels in Metropolitan City Delhi, India
The present work analyses the accuracy of short-term noise monitoring strategies for
estimating day equivalent sound levels (L day or L Aeq, 6 am–10 pm) in Delhi city, India …
estimating day equivalent sound levels (L day or L Aeq, 6 am–10 pm) in Delhi city, India …
Noise and vibration exposure on the physiological parameters of bus drivers using machine learning algorithm
In present's circumstances, vehicle oper-ators are subjected to severe health hazards due to
extended period of noise, and vibration exposure while operating the vehicle. The aim of this …
extended period of noise, and vibration exposure while operating the vehicle. The aim of this …
Accuracy of Temporal Sampling Strategies for the Estimation of the Annual Average Equivalent Noise Levels in Urban Scenario
Noise monitoring and map** strategies are the key tools for environmental noise
monitoring, management and control. Long-term noise monitoring is a cumbersome process …
monitoring, management and control. Long-term noise monitoring is a cumbersome process …