클라우드 스케일 V2X 시나리오 시ミュレーション, 적대적 스트레스 테스트 및 코너 케이스 합성

V2XSimulator는 Kubernetes 클러스터에서 수백만 개의 분산 시ミュ레이션을 실행하여 극단적인 안전 이벤트, GPS 재밍 및 비인가 메시지 플러딩을 합성해 AV 스택을 스트레스 테스트합니다.

V2XSimulator Adversarial Scenario Generation Pipeline V2X Architecture

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

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.

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