Adaptive Localization for Autonomous Racing Vehicles with Resource-Constrained Embedded Platforms

F Gavioli, G Brilli, P Burgio… - 2024 Design, Automation …, 2024 - ieeexplore.ieee.org
Modern autonomous vehicles have to cope with the consolidation of multiple critical
software modules processing huge amounts of real-time data on power-and resource …

An FPGA overlay for efficient real-time localization in 1/10th scale autonomous vehicles

A Bernardi, G Brilli, A Capotondi… - … , Automation & Test …, 2022 - ieeexplore.ieee.org
Heterogeneous systems-on-chip (HeSoC) based on reconfigurable accelerators, such as
Field-Programmable Gate Arrays (FPGA), represent an appealing option to deliver the …

A survey on map-based localization techniques for autonomous vehicles

A Chalvatzaras, I Pratikakis… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Autonomous vehicles integrate complex software stacks for realizing the necessary iterative
perception, planning, and action operations. One of the foundational layers of such stacks is …

Eudoxus: Characterizing and accelerating localization in autonomous machines industry track paper

Y Gan, Y Bo, B Tian, L Xu, W Hu, S Liu… - … Symposium on High …, 2021 - ieeexplore.ieee.org
We develop and commercialize autonomous machines, such as logistic robots and self-
driving cars, around the globe. A critical challenge to our—and any—autonomous machine …

Real-time performance-focused localization techniques for autonomous vehicle: A review

Y Lu, H Ma, E Smart, H Yu - IEEE Transactions on Intelligent …, 2021 - ieeexplore.ieee.org
Real-time, accurate, and robust localisation is critical for autonomous vehicles (AVs) to
achieve safe, efficient driving, whilst real-time performance is essential for AVs to achieve …

Resilient Sensor Architecture Design and Tradespace Analysis for Autonomous Vehicle Localization and Mapping

A Collin, AT Espinoza - arXiv preprint arXiv:1907.08541, 2019 - arxiv.org
As autonomous cars are rolled out into new environments, their ability to solve the
simultaneous localization and mapping (SLAM) problem becomes critical. In order to tackle …

Sensor Fusion System for Localization of Autonomous Car

MI Zazuli, R Dikairono, D Purwanto… - … Conference on Green …, 2024 - ieeexplore.ieee.org
In the realm of advancing self-driving vehicle technology, numerous pivotal elements
contribute significantly to its progress, with localization standing out as a critical aspect. A …

Modeling localization uncertainty for enhanced robustness of automated vehicles

S Orf, N Lambing, S Ochs, MR Zofka… - 2022 IEEE 18th …, 2022 - ieeexplore.ieee.org
Localization systems are crucial to every intelligent mobile system, especially to automated
vehicles. Knowing the own position, together with sensor data and predefined information, is …

Metrics for the evaluation of localisation robustness

S Yi, S Worrall, E Nebot - 2019 IEEE Intelligent Vehicles …, 2019 - ieeexplore.ieee.org
Robustness and safety are crucial properties for the real-world application of autonomous
vehicles. One of the most critical components of any autonomous system is localisation …

Precise and reliable localization of intelligent vehicles for safe driving

L Li, M Yang, L Guo, C Wang, B Wang - Intelligent Autonomous Systems …, 2017 - Springer
Autonomous driving technology has become a spotlight in recent years. Of all the factors
related to autonomous driving, safety should be first considered. A safe global trajectory …