Title | ||
---|---|---|
Concept drift modeling for robust autonomous vehicle control systems in time-varying traffic environments |
Abstract | ||
---|---|---|
•We propose a concept drift modeling framework for a robust vehicle control system.•The proposed framework combines a drift-adaptation technique with a drift detector.•The proposed drift detection algorithm can detect actual changes in traffic conditions.•The proposed framework is useful to achieve adaptive traffic congestion prediction. |
Year | DOI | Venue |
---|---|---|
2022 | 10.1016/j.eswa.2021.116206 | Expert Systems with Applications |
Keywords | DocType | Volume |
Concept drift learning,Time-varying environments,Autonomous vehicle systems,Traffic control,Automated material handling systems | Journal | 190 |
ISSN | Citations | PageRank |
0957-4174 | 0 | 0.34 |
References | Authors | |
0 | 2 |
Name | Order | Citations | PageRank |
---|---|---|---|
Sangmin Lee | 1 | 0 | 0.34 |
Sung Ho Park | 2 | 1 | 1.70 |