Open access Jurnal SINTA 1
Develop algorithms to determine the status of car drivers using built-in accelerometer and GBDT
International Journal of Electrical and Computer Engineering (IJECE) · Vol. 12 No. 1 (2022)
- ISSN
- 2722-2578, 2088-8708
- Published
- 2022-02-01
- Publisher
- Institute of Advanced Engineering and Science
Abstract
In this paper, we introduce a mobile application called CarSafe, in which data from the acceleration sensor integrated on smartphones is exploited to come up with an efficient classification algorithm. Two statuses, "Driving" or "Not driving," are monitored in the real-time manner. It enables automatic actions to help the driver safer. Also, from these data, our software can detect the crash situation. The software will then automatically send messages with the user's location to their emergency departments for timely assistance. The application will also issue the same alert if it detects a driver of a vehicle driving too long. The algorithm's quality is assessed through an average accuracy of 96.5%, which is better than the previous work (i.e., 93%).
Collaboration network of the authors
25 authors · 75 co-authorship links · 36 across different organisations
Hover or tap a name to highlight its co-authors. Double-click to open the author's page.
- Hanoi University of Industry
- Trường ĐH Nguyễn Tất Thành
- Hung Yen University of Technology and Education
- Kalasalingam Academy of Research and Education
- Electric Power University
- Koneru Lakshmaiah Education Foundation
- Vietnam Academy of Science and Technology
- Other organisations
- Affiliation unknown
- Different organisations
- Same organisation
- Affiliation unknown
- Thicker line = more joint articles · bigger circle = more articles
Show as table
| Co-author | Organisation | Joint articles |
|---|---|---|
| Quoc-Anh Gian | Affiliation unknown | 4 |
| Dinh-Chinh Nguyen | VNU University of Engineering and Technology | 4 |
| Dinh-Chinh Nguyen | Affiliation unknown | 2 |
| Tran Duc-Tan | Affiliation unknown | 2 |
| Kieu Thi Nguyen | Trường ĐH Nguyễn Tất Thành | 2 |
| Gian Quoc Anh | Nam Dinh University of Nursing | 1 |
| Kumbesan Sandy Sandrasegaran | University of Technology Sydney | 1 |
| Phung Cοng Phi Khanh | Affiliation unknown | 1 |
| Trung Hoang | Thai Nguyen University of Information and Communication Technology | 1 |
| Nguyễn Văn Thăng | Thuyloi University | 1 |
| Ninh Trung Bui | Vietnam National University, Hanoi | 1 |
| Vu Khanh Quy | Hung Yen University of Technology and Education | 1 |
| Pham Minh Chuan | Hung Yen University of Technology and Education | 1 |
| Balakrishnan Baranitharan | Kalasalingam Academy of Research and Education | 1 |
| Karthik Chandran | Affiliation unknown | 1 |
| Vaithilingam Subramaniyan Mathan | Kalasalingam Academy of Research and Education | 1 |
| Subrata Chowdhura | Affiliation unknown | 1 |
| Thi-Thu Nguyen | Hanoi University of Industry | 1 |
Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.