Cloud-Scale V2X-Szenariensimulation, Adversarial Stress Testing & Corner-Case-Synthese

V2XSimulator führt Millionen verteilte Simulationen in Kubernetes-Clustern aus: Synthese von Extremszenarien, GPS-Jamming und Rogue-Nachrichtenfluten.

V2XSimulator Adversarial Scenario Generation Pipeline V2X Architecture

Central Controller: Generative Scenario Synthesizer — LLM & physics-guided corner-case generator

Cooperative ITS Nodes & Sidelink Mesh

Generative Scenario Synthesizer
Distributed Kubernetes Cluster
RF & Packet Fault Injector
Safety Envelope Evaluator
IEEE 1609.2 HSM Root

Cloud-Scale V2X-Szenariensimulation, Adversarial Stress Testing & Corner-Case-Synthese

V2XSimulator führt Millionen verteilte Simulationen in Kubernetes-Clustern aus: Synthese von Extremszenarien, GPS-Jamming und Rogue-Nachrichtenfluten.

Core Engineering Areas

Adversarial Corner-Case Generation — Reinforcement learning agents deliberately perturbing traffic flows and wireless packet timing to discover latent AV edge-case failures.
Massively Parallel Cloud Execution — Executing 100,000 simulated highway crashes per hour across elastic cloud GPU nodes to achieve statistical safety proof.
Cybersecurity & RF Fault Injection — Injecting expired certificates, Sybil attacks, and replay payloads to test vehicle cybersecurity resilience.

Technical Articles

Related Cluster Architecture Specifications

AutomotiveV2X — Connected Vehicle-to-Everything & Cooperative ITS Architecture
CellularV2X — 3GPP C-V2X Architecture, PC5 Direct Sidelink & Cellular Uu Infrastructure
NRV2X — 5G NR V2X Sidelink, Sub-Millisecond Latency & High-Rate Sensor Sharing
ISACV2X — Integrated Sensing and Communication (ISAC) for Automotive V2X