Healthy Route Generation and Recommendation

This paper presents the utilization of a developed pilot wireless-based Air Quality Index (AQI) monitoring system, reporting live geo-grid resolved air quality data, for the purposes of healthy route generation and recommendation to users. The generated routes are visualized on a map and recommended to users through a specially developed web-based application, as part of the client tier of the supporting IoT platform EMULSION. A distributed computing architecture is utilized for the generation of healthy (more precisely, ‘least air pollution exposure’) routes, performed in near real-time using the dynamic Dijkstra algorithm, based on the interpolated AQI values. In addition, the fastest and shortest routes for each journey, requested by a user, are generated as well. The importance of the presented work lies within the practical applicability of the proposed method for healthy route generation, either as a stand-alone version of the software application developed for the purpose or integrated into the existing popular navigation systems and applications alike.

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Publication Details

Journal
WSEAS TRANSACTIONS ON INFORMATION SCIENCE AND APPLICATIONS
Published
2024-12-20
DOI
https://doi.org/10.37394/23209.2024.21.52
Primary Topic
Human Mobility and Location-Based Analysis
Type
article
Field-Weighted Citation Impact
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article

Healthy Route Generation and Recommendation

Иван Ганчев, Zhanlin Ji, Lazar Pendov
WSEAS TRANSACTIONS ON INFORMATION SCIENCE AND APPLICATIONS
Human Mobility and Location-Based Analysis
article

Healthy Route Generation and Recommendation

Иван Ганчев, Zhanlin Ji, Lazar Pendov
article en

Abstract

This paper presents the utilization of a developed pilot wireless-based Air Quality Index (AQI) monitoring system, reporting live geo-grid resolved air quality data, for the purposes of healthy route generation and recommendation to users. The generated routes are visualized on a map and recommended to users through a specially developed web-based application, as part of the client tier of the supporting IoT platform EMULSION. A distributed computing architecture is utilized for the generation of healthy (more precisely, ‘least air pollution exposure’) routes, performed in near real-time using the dynamic Dijkstra algorithm, based on the interpolated AQI values. In addition, the fastest and shortest routes for each journey, requested by a user, are generated as well. The importance of the presented work lies within the practical applicability of the proposed method for healthy route generation, either as a stand-alone version of the software application developed for the purpose or integrated into the existing popular navigation systems and applications alike.

WSEAS TRANSACTIONS ON INFORMATION SCIENCE AND APPLICATIONSVol. 21
Zhejiang A & F University (CN), Plovdiv University (BG)
Openalex Percentile: Top 79%
Human Mobility and Location-Based Analysis
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