mlsanityData to 14 Oct 2026

Asynchronous Tracking, Optical Communication and 3D Motion Capture using Event-based Sensors

arXiv 2610.04342 ↗First posted 3 Oct 2026cs.RO cs.CVcited by 0

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Abstract (arXiv)

Inter-robot communication is a key enabling technology in cooperative robotics applications. While wireless communication is ubiquitous, simple, and effective, it has inherent limitations: the receiving robot cannot easily localise the source of an incoming signal, clock synchronisation is challenging, and signals are broadcast to all nearby devices rather than targeted recipients. Optical communication provides a complementary channel that is inherently directional and spatially localised, directly addressing these limitations. Event cameras are bio-inspired dynamic vision sensors that respond to changes in image intensity with high temporal resolution, high dynamic range, and low latency, making them well-suited as receivers for high-rate optical communication in cooperative robotic systems. In this paper, we propose the Asynchronous Tracking and Optical Communication (ATOC) system, which integrates LED smart-beacon modulation, event-based detection, optical tracking, and event-data demodulation in a single pipeline. By simultaneously tracking and demodulating multiple LED smart beacons, ATOC transforms a conventional visual marker into a robust communication channel suitable for a wide range of high-impact robotics applications. We validate ATOC in a suite of laboratory studies and two 'applications': a smart-city demonstration and a 3D motion-capture system.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 15 of its 52 references that are in the map. First posted on arXiv 3 Oct 2026.

Builds on

15 of 52 references.

References · 15

  1. 2018Continuous-time Intensity Estimation Using Event Camerascited by 68
  2. 2020An Asynchronous Kalman Filter for Hybrid Event Camerascited by 26
  3. 2020Event Camera Calibration of Per-pixel Biased Contrast Thresholdcited by 23
  4. 2021Stereo Hybrid Event-Frame (SHEF) Cameras for 3D Perceptioncited by 17
  5. 2023Asynchronous Blob Tracker for Event Camerascited by 16
  6. 2022A Linear Comb Filter for Event Flicker Removalcited by 14
  7. 2023Real-time 6-DoF Pose Estimation by an Event-based Camera using Active LED Markerscited by 9
  8. 2022Smart Visual Beacons with Asynchronous Optical Communications using Event Camerascited by 8
  9. 2024Towards High-Speed Passive Visible Light Communication with Event Cameras and Digital Micro-Mirrorscited by 7
  10. 2024Motion-Aware Optical Camera Communication with Event Camerascited by 5
  11. 2025A Monocular Event-Camera Motion Capture Systemcited by 4
  12. 2023Dynamic Event-based Optical Identification and Communicationcited by 2
3 more
  1. 2025Asynchronous Multi-Object Tracking with an Event Cameracited by 2
  2. 2025Evaluation of Mobile Environment for Vehicular Visible Light Communication Using Multiple LEDs and Event Camerascited by 1
  3. 2026Real-world Latency Analysis of Vehicular Visible Light Communication with Multiple LED Transmitters and an Event-Based Cameracited by 1

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