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.
Authors
- Иван Ганчев (ORCID: https://orcid.org/0000-0003-0535-7087)
- Zhanlin Ji (ORCID: https://orcid.org/0000-0003-3527-3773)
- Lazar Pendov
Institutions
- Zhejiang A & F University (CN)
- Plovdiv University (BG)
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
- 0.00