Artikel
Open Access
FL-NoiseMap: A Federated Learning-based privacy-preserving Urban Noise-Pollution Measurement System
-
Dheeraj Kumar
Veröffentlicht/Copyright:
25. November 2022
Received: 2022-07-12
Accepted: 2022-10-18
Published Online: 2022-11-25
© 2022 Dheeraj Kumar, published by De Gruyter
Artikel in diesem Heft
- Regular papers
- Emotional artificial neural network (EANN)-based prediction model of maximum A-weighted noise pressure level
- Methodology for the identification of economic, environmental and health criteria for road noise mitigation
- On the effects of rough ground and atmospheric absorption on aircraft noise
- Urban road traffic noise monitoring, mapping, modelling, and mitigation: A thematic review
- Bibliometric analysis and review of auditory and non-auditory health impact due to road traffic noise exposure
- Guidelines for a common port noise impact assessment: the ANCHOR LIFE project
- Synchronized acoustic and atmospheric measurement system for characterization of atmospheric sound propagation
- Noise pollution in rail transport. Case study: Baghdad subway
- Determining the parameters of noise pollution in the central area of the Almaty city in Kazakhstan
- FL-NoiseMap: A Federated Learning-based privacy-preserving Urban Noise-Pollution Measurement System
- Auditory and non-auditory effects, monitoring and mapping of occupational exposure to noise
- Integrating a parametric tool in design process to improve the acoustic behavior of the asphalt finishing materials
- Legal consequences of train-induced structure borne noise and vibration in residential buildings
- Acoustic mitigation of noise in ports: an original methodology for the identification of intervention priorities
- Extra-auditory effects of noise exposure in Italian schools: noise levels in external areas
- Evaluation of change in heart rate variability due to different soundscapes
- Pockets of quiet characterization in the historical center of Florence (Italy)
- Noise Source Predominance Map: a new representation for strategic noise maps
- Special Issue: Living with the Pandemic – Reflections on the Urban Sound Consequences of 2 Years of the COVID-19 Pandemic.
- A renewed perception of living environments after restrictions due to pandemic in Italy
- Comparing pre- and post-pandemic greenhouse gas and noise emissions from road traffic in Rome (Italy): a multi-step approach
Schlagwörter für diesen Artikel
Urban sensing;
participatory sensing;
city-wide noise map;
federated learning;
security;
privacy;
reliability;
distributed;
decentralized
Creative Commons
BY 4.0
Artikel in diesem Heft
- Regular papers
- Emotional artificial neural network (EANN)-based prediction model of maximum A-weighted noise pressure level
- Methodology for the identification of economic, environmental and health criteria for road noise mitigation
- On the effects of rough ground and atmospheric absorption on aircraft noise
- Urban road traffic noise monitoring, mapping, modelling, and mitigation: A thematic review
- Bibliometric analysis and review of auditory and non-auditory health impact due to road traffic noise exposure
- Guidelines for a common port noise impact assessment: the ANCHOR LIFE project
- Synchronized acoustic and atmospheric measurement system for characterization of atmospheric sound propagation
- Noise pollution in rail transport. Case study: Baghdad subway
- Determining the parameters of noise pollution in the central area of the Almaty city in Kazakhstan
- FL-NoiseMap: A Federated Learning-based privacy-preserving Urban Noise-Pollution Measurement System
- Auditory and non-auditory effects, monitoring and mapping of occupational exposure to noise
- Integrating a parametric tool in design process to improve the acoustic behavior of the asphalt finishing materials
- Legal consequences of train-induced structure borne noise and vibration in residential buildings
- Acoustic mitigation of noise in ports: an original methodology for the identification of intervention priorities
- Extra-auditory effects of noise exposure in Italian schools: noise levels in external areas
- Evaluation of change in heart rate variability due to different soundscapes
- Pockets of quiet characterization in the historical center of Florence (Italy)
- Noise Source Predominance Map: a new representation for strategic noise maps
- Special Issue: Living with the Pandemic – Reflections on the Urban Sound Consequences of 2 Years of the COVID-19 Pandemic.
- A renewed perception of living environments after restrictions due to pandemic in Italy
- Comparing pre- and post-pandemic greenhouse gas and noise emissions from road traffic in Rome (Italy): a multi-step approach
