Uncertainties in onboard algorithms for autonomous vehicles: Challenges, mitigation, and perspectives

K Yang, X Tang, J Li, H Wang, G Zhong… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
… However, safety remains a critical hurdle in the way of commercialization and widespread
deployment of autonomous vehicles on public roads. Safety concerns require the autonomous

Autoware on board: Enabling autonomous vehicles with embedded systems

S Kato, S Tokunaga, Y Maruyama… - 2018 ACM/IEEE 9th …, 2018 - ieeexplore.ieee.org
… based algorithms to adapt motion plans to urban environments [25]. State-of-the-art research
has also encouraged implementation of these algorithms in previous autonomous vehicles […

Onboard sensors-based self-localization for autonomous vehicle with hierarchical map

C Xia, Y Shen, Y Yang, X Deng, S Chen… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
algorithm and two-way information interaction mechanism could achieve centimeterlevel
localization accuracy, which reaches the requirement of autonomous vehicle … similar algorithms. …

Autonomous vehicles on the edge: A survey on autonomous vehicle racing

J Betz, H Zheng, A Liniger, U Rosolia… - IEEE Open Journal …, 2022 - ieeexplore.ieee.org
… We focus on the field of autonomous racecars only and display the algorithms, methods,
and approaches used in the areas of perception, planning, control, and end-to-end learning. …

[PDF][PDF] Different control algorithms for a platoon of autonomous vehicles

Z Gacovski, S Deskovski - IAES …, 2014 - download.garuda.kemdikbud.go.id
… of platoon movement of autonomous vehicles (smart cars). These vehicles have Adaptive or
… The vehicles are suitable to follow other vehicles on desired distance and to be organized …

Optimisation based control framework for autonomous vehicles: algorithm and experiment

C Liu, WH Chen, J Andrews - 2010 IEEE International …, 2010 - ieeexplore.ieee.org
… such as autonomous vehicle systems. The proposed technique is implemented on a small-scale
autonomous vehicle in the … In reality, this can be achieved by using onboard laser senor. …

FPGA implementation of an evolutionary algorithm for autonomous unmanned aerial vehicle on-board path planning

J Kok, LF Gonzalez, N Kelson - IEEE transactions on …, 2012 - ieeexplore.ieee.org
… Regarding algorithm choice, EAs are considered viable search algorithms for real-time UAV
… in this paper is based on a modified genetic algorithm (GA) [14] capable of finding global …

A 3D LiDAR data-based dedicated road boundary detection algorithm for autonomous vehicles

P Sun, X Zhao, Z Xu, R Wang, H Min - IEEE Access, 2019 - ieeexplore.ieee.org
autonomous vehicle must first be able to analyse the environmental data captured from the
on-board … Understanding the location and shape of the roadway near autonomous vehicle is …

A review on autonomous vehicles: Progress, methods and challenges

D Parekh, N Poddar, A Rajpurkar, M Chahal, N Kumar… - Electronics, 2022 - mdpi.com
… Avs use it to provide an optimal path for the vehicle in real-time based on onboard sensors
… In this paper, we will look at some of the different path planning algorithms developed over …

Extended Kalman filter based path-planning algorithm for autonomous vehicles with I2V communication

DG Perumal, B Subathra, G Saravanakumar… - IFAC-PapersOnLine, 2016 - Elsevier
onboard sensors that are mounted on the vehicle at … autonomous vehicle pathplanning
algorithm for AVs in the presence of dynamic obstacles. Building block of the proposed algorithm