International Journal of Innovative Research in Computer and Communication Engineering
ISSN Approved Journal | Impact factor: 8.771 | ESTD: 2013 | Follows UGC CARE Journal Norms and Guidelines
| Monthly, Peer-Reviewed, Refereed, Scholarly, Multidisciplinary and Open Access Journal | High Impact Factor 8.771 (Calculated by Google Scholar and Semantic Scholar | AI-Powered Research Tool | Indexing in all Major Database & Metadata, Citation Generator | Digital Object Identifier (DOI) |
| TITLE | A Literature Survey on Multimodal Route Optimization and Real-Time Traffic Prediction for GPS Tracking Systems |
|---|---|
| ABSTRACT | This survey explores the challenges and methodologies associated with digital network mapping, shortest path analysis, and real-time traffic management. By synthesizing research on multimodal metaheuristics, adaptive topology optimization, and deep-learning-based traffic forecasting, this paper provides a foundation for developing integrated GPS tracking and navigation systems. The survey highlights significant advancements in computational efficiency and accuracy while identifying current gaps in live multimodal data integration. |
| AUTHOR | DR. ASHISH SHARMA, DR. REEMA ROYCHAUDHARY, KASHISH JOSEPH, ROCHAN AWASTHI, SHREYA DOYE, SURAJ DHERE Scientist, Regional Remote Sensing Centre (RRSC), Nagpur, India Assistant Professor, Department of Computer Engineering, St. Vincent Pallotti College of Engineering & Technology (SVPCET), Nagpur, India Students, Department of Computer Engineering, St. Vincent Pallotti College of Engineering & Technology (SVPCET), Nagpur, India |
| VOLUME | 183 |
| DOI | DOI: 10.15680/IJIRCCE.2026.1404135 |
| pdf/135_A Literature Survey on Multimodal Route Optimization and Real-Time Traffic Prediction for GPS Tracking Systems.pdf | |
| KEYWORDS | |
| References | 1. A. K. H. Amar, M. A. Tahraoui, and A. Belmadani, "Solving Multi-Criteria Shortest Path by Optimization with Morphological Filters," Engineering, Technology & Applied Science Research, vol. 15, no. 1, pp. 19856-19864, 2025. 2. M. Sathish Kumar et al., "Efficient Urban Traffic Management with Real-Time Traffic Prediction," IJIRT, vol. 11, issue 10, pp. 4679-4684, March 2025. 3. X. Fang et al., "A Novel Shortest Path Query Algorithm Based on Optimized Adaptive Topology Structure," arXiv:2403.01826v1 [cs.CE], March 2024. 4. D. Tischner, "Multi-Modal Route Planning in Road and Transit Networks," Master’s Thesis, University of Freiburg, Germany, Sept. 2018. 5. O. Akinyemi et al., "A Review of Modeling Approaches in Multi-Modal Transportation Systems Optimization, Travel Behaviour, and Network Resilience," Preprint, 2024 6. P. Nandi et al., "Multi-Criteria Using Dijkstra’s Algorithm to determine optimal time paths in vehicle route optimization," Research Journal, 2023. 7. Y. Cui et al., "Research on Optimization of Urban Public Transport Network Based on Complex Network Theory," Journal of Transportation, 2024. 8. T. Kato et al., "Optimizing travel routes using temporal networks constructed from global positioning system data in kyoto tourism," Scientific Reports, 2024 |
