Seamless Functional Design for an Autonomous Vehicle using a Low-Cost RCP Platform

The advancement of cooperative autonomous vehicles has seen significant progress, often necessitating the use of high-cost tools. This paper investigates the utilization of a low-cost Rapid Control Prototyping (RCP) platform, LoRra, for the development of autonomous vehicle functionalities. A modular prototyping vehicle equipped with Mecanum wheels was designed to operate within a cyber-physical laboratory test field, enabling the exploration of intelligent driving functions. The LoRra platform facilitates seamless model-based development, encompassing modeling, function design, automatic code generation, and real-time implementation. The effectiveness of the LoRra platform in developing and validating autonomous driving functions is demonstrated through extensive simulations and real-time experiments. This study highlights the successful application of LoRra in the speed control of traction motors and trajectory-following control, underscoring its potential as a cost-effective and versatile tool for research and development in intelligent mobility.

Authors

Institutions

Publication Details

Published
2024-10-16
DOI
https://doi.org/10.1109/isse63315.2024.10741157
Primary Topic
Manufacturing Process and Optimization
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Seamless Functional Design for an Autonomous Vehicle using a Low-Cost RCP Platform

Xiaobo Liu-Henke, Sven Jacobitz, Uwe Becker
Manufacturing Process and Optimization
article

Seamless Functional Design for an Autonomous Vehicle using a Low-Cost RCP Platform

Xiaobo Liu-Henke, Sven Jacobitz, Uwe Becker
article en

Abstract

The advancement of cooperative autonomous vehicles has seen significant progress, often necessitating the use of high-cost tools. This paper investigates the utilization of a low-cost Rapid Control Prototyping (RCP) platform, LoRra, for the development of autonomous vehicle functionalities. A modular prototyping vehicle equipped with Mecanum wheels was designed to operate within a cyber-physical laboratory test field, enabling the exploration of intelligent driving functions. The LoRra platform facilitates seamless model-based development, encompassing modeling, function design, automatic code generation, and real-time implementation. The effectiveness of the LoRra platform in developing and validating autonomous driving functions is demonstrated through extensive simulations and real-time experiments. This study highlights the successful application of LoRra in the speed control of traction motors and trajectory-following control, underscoring its potential as a cost-effective and versatile tool for research and development in intelligent mobility.

Ostfalia University of Applied Sciences (DE), Technische Universität Braunschweig (DE)
Affordable and clean energy
Openalex Percentile: Top 72%
Manufacturing Process and Optimization
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.