Handling occlusions in automated driving using a multiaccess edge computing server-based environment model from infrastructure sensors

M Buchholz, J Müller, M Herrmann… - IEEE Intelligent …, 2021 - ieeexplore.ieee.org
Sensors in an automated vehicle (AV) can encounter occlusions caused by other traffic,
buildings, and vegetation, especially in urban areas. Information from infrastructure sensors …

Distributed implementation of the centralized generalized labeled multi-Bernoulli filter

M Herrmann, C Hermann… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Distributed scenarios pose a big challenge to tracking and fusion systems. They require the
prevention of repeatedly incorporating the same information, which originates from ring …

Multiple Hypothesis Testing in Cognitive IoT Sensor Network

V Jha, P Tripathi - Ad Hoc Networks, 2024 - Elsevier
ABSTRACT Recent Internet of Things (IoT) research aims to develop generic objects to
learn, reason, and perceive their environment. Therefore, a new area has emerged known …

Decentralized multiple hypothesis testing in Cognitive IOT using massive heterogeneous data

V Jha, P Tripathi - Cluster Computing, 2024 - Springer
An emerging area of study known as Cognitive IoT (CIoT) has emerged as a result of recent
efforts to include cognition in the design of the Internet of Things (IoT). Several features and …

Infrastructure-based Perception with Cameras and Radars for Cooperative Driving Scenarios

A Tsaregorodtsev, M Buchholz… - 2024 IEEE Intelligent …, 2024 - ieeexplore.ieee.org
Roadside infrastructure has enjoyed widespread adoption for various tasks such as traffic
surveillance, traffic monitoring, control of traffic flow, and prioritization of public transit and …

A Two-Stage Feature Point Detection and Marking Approach Based on the Labeled Multi-Bernoulli Filter

J Yang, W Liu - Sensors, 2022 - mdpi.com
In recent years, various algorithms using random finite sets (RFS) to solve the issue of
simultaneous localization and mapping (SLAM) have been proposed. Compared with the …

An extension proposal for the collective perception service to avoid transformation errors and Include object predictions

J Strohbeck, M Herrmann, J Müller… - 2021 IEEE Vehicular …, 2021 - ieeexplore.ieee.org
The collective perception service, which is in progress of standardization by the European
Telecommunication Standards Institute, allows to share perception information among …

[PDF][PDF] Random-Finite-Set-basiertes Multisensor-Multiobjekttracking für automatisierte und vernetzte Fahrzeuge: Aktueller Forschungsstand und offene Fragen

M Herrmann, C Hermann, K Dietmayer… - … Fahren FAS 2023, 2023 - oparu.uni-ulm.de
Die zeitliche und räumliche Verfolgung anderer Verkehrsteilnehmer ist ein essentieller
Bestandteil automatisierter und vernetzter Fahrzeuge sowie vernetzter …

[PDF][PDF] Handling Occlusions in Automated Driving Using a MEC Server-based Environment Model From Infrastructure Sensors

H Rehborn, RW Henn, AG Mercedes-Benz - d-nb.info
The on-board sensors' view of an automated vehicle (AV) can suffer from occlusions by
other traffic participants, buildings, or vegetation, especially in urban areas. However …