Predictive risk maps

F Damerow, J Eggert - 17th International IEEE Conference on …, 2014 - ieeexplore.ieee.org
… future risk estimation. Using this risk estimation, we introduce predictive risk maps based on
… will be in the future and we use them for future behavior evaluation and planning. Explicitly …

Balancing risk against utility: Behavior planning using predictive risk maps

F Damerow, J Eggert - 2015 IEEE Intelligent Vehicles …, 2015 - ieeexplore.ieee.org
… get a predictive risk map in the (xe,ve)plane as Risk(xe,ve) The predictive risk map indicates
how risky a certain behavior (in … Predictive risk maps can then be employed to plan future …

Risk-aversive behavior planning under multiple situations with uncertainty

F Damerow, J Eggert - 2015 IEEE 18th International …, 2015 - ieeexplore.ieee.org
risk, we build so-called predictive risk maps, one for each possible situation, and plan the own
behavior while minimizing overall risk … approach generates efficient behavior for situations …

Predictive risk estimation for intelligent ADAS functions

J Eggert - 17th International IEEE Conference on Intelligent …, 2014 - ieeexplore.ieee.org
… select the behavior based on these options. In future work, we will apply the predictive risk
estimation in combination with risk maps to trajectory evaluation, selection and planning of …

Online and predictive warning system for forced lane changes using risk maps

T Puphal, B Flade, M Probst, V Willert… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
areas and parked cars. By evaluating behavior predictions with so-called Risk Maps (RM),
we … The proposed ADAS of this paper thus leverages the predictive nature in planning, while …

Collision-free path planning for automated vehicles risk assessment via predictive occupancy map

D Shen, Y Chen, L Li, S Chien - 2020 IEEE Intelligent Vehicles …, 2020 - ieeexplore.ieee.org
… the predictive occupancy map as a motion planning approach … ) the two-dimensional crash
danger assessment of surrounding … Li, “Type-2 fuzzy control for driving state and behavioral

Behavior identification and prediction for a probabilistic risk framework

JS Gill, P Pisu, VN Krovi… - Dynamic Systems …, 2019 - asmedigitalcollection.asme.org
… the risks in the correct domain space for effective planningrisks is performed by employing
prototypical trajectories for traffic participant prediction with the analysis resulting in a risk map

Collision avoidance/mitigation system: Motion planning of autonomous vehicle via predictive occupancy map

K Lee, D Kum - IEEE Access, 2019 - ieeexplore.ieee.org
Map (POM), which can simultaneously identify potential risks in … of all-around risk assessment
and multi-vehicle risk assessment … Kojima, ‘‘Humanlike behavior generation for intelligent …

[图书][B] Risk terrain modeling: Crime prediction and risk reduction

JM Caplan, LW Kennedy - 2016 - books.google.com
… from RTM and for planning appropriate interventions to mitigate risks in a direct fashion. … to
predict the types of behavior that we would expect in this area, reducing the likelihood that our …

Risk‐aware path planning for autonomous underwater vehicles using predictive ocean models

AA Pereira, J Binney, GA Hollinger… - Journal of Field …, 2013 - Wiley Online Library
risk-aware planning problem and methods used to find the solution. In Section 4., we describe
methods and algorithms used to create risk maps … assume that the behavior of the glider is …