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 …

Predictive collision management for time and risk dependent path planning

C Hahn, S Feld, H Schroter - … of the 28th International Conference on …, 2020 - dl.acm.org
… into a time-dependent graph, and (3) time and risk-dependent path plan… the evasion behavior
and the results show that a risk-… vehicle trajectory prediction over occupancy grid map via …

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

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 …

Rap: Risk-aware prediction for robust planning

H Nishimura, J Mercat, B Wulfe… - … on Robot Learning, 2023 - proceedings.mlr.press
… A risk measure is a functional that maps a cost distribution to … data-driven forecasting and
risk-sensitive planning has been … agent behavior instead of jointly predicting the behaviors of …

Against all odds: multicriteria decision making with hazard prediction maps depicting uncertainty

I Kübler, KF Richter, SI Fabrikant - Annals of the American …, 2020 - Taylor & Francis
… to their assessed risk-taking behavior influences their spatial … map footprints, we rotated all
base maps by 180 (ie, south up). We delineated hazard risk zones on the chosen base maps

Mp3: A unified model to map, perceive, predict and plan

S Casas, A Sadat, R Urtasun - Proceedings of the IEEE/CVF …, 2021 - openaccess.thecvf.com
… We cover previous works on online mapping, perception and prediction, and motion planning
Spatially-aware graph neural networks for relational behavior forecasting from sensor data. …

Overcoming Fear of the Unknown: Occlusion-Aware Model-Predictive Planning for Automated Vehicles Using Risk Fields

C van der Ploeg, T Nyberg… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
… suffer from conservative behavior and the risk of infeasibility in high-risk initial conditions. In
… convolution of the risk kernel with our developed occupancy maps, the risk field of an entity …

Risk assessment tools and data-driven approaches for predicting and preventing suicidal behavior

S Velupillai, G Hadlaczky, E Baca-Garcia… - Frontiers in …, 2019 - frontiersin.org
… , 2) The concept of suicidal behavior encapsulates thoughts, plans and acts an individual
makes … to highlight directions for research in this area to move toward impact in clinical practice. …