Author

Björn Landfeldt

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Book Open access Oct 2026

XRPoseSync: A Synchronized Multimodal Dataset for EdgeXR Pose Prediction

Existing VR datasets lack synchronized multimodal pairing of headset tracking and egocentric visual context, making it difficult to systematically study when and how visual cues improve head-motion prediction. While prior prediction work suggests visual information can help, these claims often rest on isolated models r...

Zi-Yu Zhong, Jens Nirme, Héctor A. Caltenco et al. · Proceedings of the 28th Inte... · 0 citations

#machine learning Preprint Aug 2026

Learning-Based Collaborative MEC for LLM Inference with Soft-Deadline Awareness via Transformer-Enhanced PPO

A transformer-enhanced proximal policy optimization (PPO) framework that enables efficient collaboration among MEC servers and significantly outperforms conventional PPO and heuristic-based approaches in terms of task completion rate and overall system efficiency.

Ngoc Hung Nguyen, Björn Landfeldt · 0 citations