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Network Intelligence Research Center (NIRC)
Network Intelligence Research Center (NIRC)
Jul 7, 2025 · Artificial Intelligence

Exploring Collaborative Perception with V2X‑ViT: Architecture, Innovations, and Practical Insights

This article reviews the V2X‑ViT collaborative perception framework for autonomous driving, detailing its end‑to‑end pipeline, the novel HMSA and MSwin attention mechanisms, and the delay‑aware positional encoding that together enable high‑accuracy 3D object detection across vehicles and infrastructure.

3D Object DetectionAutonomous DrivingCollaborative Perception
0 likes · 10 min read
Exploring Collaborative Perception with V2X‑ViT: Architecture, Innovations, and Practical Insights
Architects' Tech Alliance
Architects' Tech Alliance
Jul 29, 2021 · Artificial Intelligence

L4 Autonomous Driving Technology: Architecture, Costs, and Commercial Applications

The article provides a comprehensive overview of L4 autonomous driving technology, detailing its perception‑decision‑execution architecture, sensor and computing requirements, cost considerations, commercial use cases, V2X communication, high‑precision mapping, and the broader industry outlook driven by AI, big data and IoT.

AIL4V2X
0 likes · 10 min read
L4 Autonomous Driving Technology: Architecture, Costs, and Commercial Applications
Manbang Technology Team
Manbang Technology Team
Dec 20, 2018 · Fundamentals

An Overview of V2X and C‑V2X Technologies and Their Applications in Vehicle‑to‑Everything Communication

This article provides a comprehensive overview of V2X and C‑V2X technologies, explaining their definitions, communication modes, key application scenarios such as safety services and platooning, the DSRC and C‑V2X standards, and future prospects within intelligent transportation and 5G ecosystems.

5GAutomotiveC-V2X
0 likes · 10 min read
An Overview of V2X and C‑V2X Technologies and Their Applications in Vehicle‑to‑Everything Communication