TY - JOUR
T1 - A cascade steering shared controller with dual-level dynamic authority
AU - Marcano, Mauricio
AU - Díaz, Sergio
AU - Matute, Jose A.
AU - Irigoyen, Eloy
AU - Pérez, Joshué
N1 - Publisher Copyright:
© 2020 The Authors.
PY - 2020
Y1 - 2020
N2 - Advanced Driver Assistance Systems (ADAS) that consider the driver in the control loop (Shared Control ADAS) have the potential to influence upcoming functionalities in partially automated vehicles, improving the driving performance, reducing the workload, and increasing safety. According to the literature, two design parameters are relevant based on the cognitive level of the driving task. First, at the operational level, the steering controller must have a variable Level of Haptic Authority (LoHA), demanding more or less effort from the driver to override the system. Secondly, the tactical level needs an arbitration system to manage the transitions from manual-to-automated and automated-to-manual safely and progressively, with a variable Level of Shared Authority (LoSA). Based on these premises, this paper presents a cascade steering shared controller with a dual-level authority. The operational level consists of a hybrid MPC-PD controller, and the tactical level uses a Fuzzy Inference System (FIS). Results show the benefits of the system, assisting the driver in a collaborative overtaking maneuver.
AB - Advanced Driver Assistance Systems (ADAS) that consider the driver in the control loop (Shared Control ADAS) have the potential to influence upcoming functionalities in partially automated vehicles, improving the driving performance, reducing the workload, and increasing safety. According to the literature, two design parameters are relevant based on the cognitive level of the driving task. First, at the operational level, the steering controller must have a variable Level of Haptic Authority (LoHA), demanding more or less effort from the driver to override the system. Secondly, the tactical level needs an arbitration system to manage the transitions from manual-to-automated and automated-to-manual safely and progressively, with a variable Level of Shared Authority (LoSA). Based on these premises, this paper presents a cascade steering shared controller with a dual-level authority. The operational level consists of a hybrid MPC-PD controller, and the tactical level uses a Fuzzy Inference System (FIS). Results show the benefits of the system, assisting the driver in a collaborative overtaking maneuver.
KW - Shared control
KW - arbitration
KW - authority transitions
KW - driver-in-the-loop
KW - partially automated vehicles
UR - http://www.scopus.com/inward/record.url?scp=85111751077&partnerID=8YFLogxK
U2 - 10.1016/j.ifacol.2020.12.2349
DO - 10.1016/j.ifacol.2020.12.2349
M3 - Conference article
AN - SCOPUS:85111751077
SN - 2405-8963
VL - 53
SP - 15353
EP - 15359
JO - IFAC-PapersOnLine
JF - IFAC-PapersOnLine
IS - 2
T2 - 21st IFAC World Congress 2020
Y2 - 12 July 2020 through 17 July 2020
ER -