mlsanityData to 14 Oct 2026

Auto-Platoon : Freight by example

arXiv 2405.11659 ↗First posted 19 May 2024cs.RO cs.CV cs.LGcited by 0

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Abstract (arXiv)

The work introduces a bio-inspired leader-follower system based on an innovative mechanism proposed as software latching that aims to improve collaboration and coordination between a leader agent and the associated autonomous followers. The system utilizes software latching to establish real-time communication and synchronization between the leader and followers. A layered architecture is proposed, encompassing perception, decision-making, and control modules. Challenges such as uncertainty, dynamic environments, and communication latency are addressed using Deep learning and real-time data processing pipelines. The follower robot is equipped with sensors and communication modules that enable it to track and trace the agent of interest or avoid obstacles. The followers track the leader and dynamically avoid obstacles while maintaining a safe distance from it. The experimental results demonstrate the proposed system's effectiveness, making it a promising solution for achieving success in tasks that demand multi-robot systems capable of navigating complex dynamic environments.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 3 of its 5 references that are in the map. First posted on arXiv 19 May 2024.

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3 of 5 references.

References · 3

  1. 2019Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfercited by 1,495
  2. 2022YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectorscited by 982
  3. 2019MediaPipe: A Framework for Building Perception Pipelinescited by 583

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