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A model for implementing vibration and sound heatmaps in smart cities based on crowdsensing data

Author

Listed:
  • Boban DAVIDOVIC

    (Faculty of Organizational Sciences)

  • Maja DAVIDOVIC

    (Faculty of Information Technology)

  • Sanja DEJANOVIC

    (Faculty of Organizational Sciences)

Abstract

This paper aims to establish a model that can utilize vibration and sound heatmaps in smart traffic using Internet of things, mobile and web technologies. The developed system should be able to monitor and collect information using crowdsensing technology, as well as provide the current status of the environment. The final objective of the model is to generate visual heat maps related to perceptual attributes (e.g. calm, pleasant, unbearable) with collected vibrations and sounds as a starting point. The proposed system is developed through these main stages: (1) Vibration and sound sources recognition (2) Profiling of the sources (3) Prediction of perceptual measures divided by the area (4) Implementation of vibration and sound heatmaps. This research is specifically focusing on the last two stages (predictions and implementation). These stages are broken down into smaller phases with methodology and processes described in detail. The model of the developed system was realized through measured vibrations and sound data in urban transportation in Novi Sad city. Finally, we present the research results from the analysis paradigm and provide suggestions for its implementation.

Suggested Citation

  • Boban DAVIDOVIC & Maja DAVIDOVIC & Sanja DEJANOVIC, 2023. "A model for implementing vibration and sound heatmaps in smart cities based on crowdsensing data," Smart Cities and Regional Development (SCRD) Journal, Smart-EDU Hub, Faculty of Public Administration, National University of Political Studies & Public Administration, vol. 7(2), pages 57-68, June.
    • Handle: RePEc:pop:journl:v:7:y:2023:i:2:p:57-68
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    References listed on IDEAS

    as
    1. Vito Albino & Umberto Berardi & Rosa Maria Dangelico, 2015. "Smart Cities: Definitions, Dimensions, Performance, and Initiatives," Journal of Urban Technology, Taylor & Francis Journals, vol. 22(1), pages 3-21, January.
    Full references (including those not matched with items on IDEAS)

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    More about this item

    Keywords

    sound in traffic; vibration in traffic; smart traffic; environmental noise; crowdsensing;
    All these keywords.

    JEL classification:

    • O35 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Social Innovation

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