Multi-Object Tracking for Collision Avoidance Using Multiple Cameras in Open RAN Networks

This paper deals with the multi-object detection and tracking problem, within the scope of open Radio Access Network (RAN), for collision avoidance in vehicular scenarios. To this end, a set of distributed intelligent agents collocated with cameras are considered. The fusion of detected objects is done at an edge service, considering Open RAN connectivity. Then, the edge service predicts the objects' trajectories for collision avoidance. Compared to the related work a more realistic Open RAN network is implemented and multiple cameras are used.

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Publication Details

Published
2025-05-26
DOI
https://doi.org/10.1109/icmlcn64995.2025.11139955
Primary Topic
Video Surveillance and Tracking Methods
Type
article
Field-Weighted Citation Impact
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Multi-Object Tracking for Collision Avoidance Using Multiple Cameras in Open RAN Networks

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Video Surveillance and Tracking Methods
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Multi-Object Tracking for Collision Avoidance Using Multiple Cameras in Open RAN Networks

Jordi Serra, Raúl Parada, Paolo Dini, Anton Aguilar, Ebrahim Abu-Helalah
article en

Abstract

This paper deals with the multi-object detection and tracking problem, within the scope of open Radio Access Network (RAN), for collision avoidance in vehicular scenarios. To this end, a set of distributed intelligent agents collocated with cameras are considered. The fusion of detected objects is done at an edge service, considering Open RAN connectivity. Then, the edge service predicts the objects' trajectories for collision avoidance. Compared to the related work a more realistic Open RAN network is implemented and multiple cameras are used.

Centre Tecnologic de Telecomunicacions de Catalunya (ES)
Openalex Percentile: Top 77%
Video Surveillance and Tracking Methods
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