TY - CHAP A1 - Ziegmann, Johannes A1 - Schmid, Michael A1 - Endisch, Christian T1 - Sensitivity Analysis for Driver Energy Prediction with Environmental Features and Naturalistic Data T2 - 2018 IEEE International Conference on Intelligent Engineering Systems (INES) UR - https://doi.org/10.1109/INES.2018.8523987 KW - Driver Energy Prediction KW - Environmental Feature Selection KW - Sensitivity Analysis KW - Feature Transformation KW - Filter and Wrapper Methods Y1 - 2018 UR - https://doi.org/10.1109/INES.2018.8523987 SN - 978-1-5386-1122-7 SP - 000199 EP - 000206 PB - IEEE CY - Piscataway ER - TY - CHAP A1 - Ziegmann, Johannes A1 - Shi, Jieqing A1 - Schnörer, Tobias A1 - Endisch, Christian T1 - Analysis of individual driver velocity prediction using data-driven driver models with environmental features T2 - 2017 IEEE Intelligent Vehicles Symposium UR - https://doi.org/10.1109/IVS.2017.7995770 KW - vehicles KW - predictive models KW - training KW - prediction algorithms KW - kernel KW - navigation KW - biological system modeling Y1 - 2017 UR - https://doi.org/10.1109/IVS.2017.7995770 SN - 978-1-5090-4804-5 SP - 517 EP - 522 PB - IEEE CY - Piscataway ER - TY - CHAP A1 - Vögele, Ulrich A1 - Ziegmann, Johannes A1 - Endisch, Christian T1 - Driver adaptive predictive velocity control T2 - 2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC) UR - https://doi.org/10.1109/ITSC.2017.8317668 KW - Predictive Velocity Control KW - Longitudinal Vehicle Control KW - Driver Adpative KW - Multi-Criteria Optimization Y1 - 2017 UR - https://doi.org/10.1109/ITSC.2017.8317668 SN - 978-1-5386-1526-3 SN - 2153-0017 PB - IEEE CY - Piscataway ER - TY - CHAP A1 - Ziegmann, Johannes A1 - Denk, Florian A1 - Vögele, Ulrich A1 - Endisch, Christian T1 - Stochastic Driver Velocity Prediction with Environmental Features on Naturalistic Driving Data T2 - 2018 IEEE Intelligent Transportation Systems Conference UR - https://doi.org/10.1109/ITSC.2018.8569767 KW - Velocity prediction KW - driver behavior modeling KW - energy prediction KW - Kalman filter KW - Particle filter KW - switching hidden Markov model Y1 - 2018 UR - https://doi.org/10.1109/ITSC.2018.8569767 SN - 978-1-7281-0323-5 SP - 1807 EP - 1814 PB - IEEE CY - Piscataway ER -