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This document presents a novel latency-aware collaborative perception system designed to improve multi-agent perception in environments with communication latency, which is critical for applications like autonomous driving. The system introduces a latency compensation module called SyncNet that synchronizes asynchronous perceptual features from multiple agents, significantly enhancing collaboration effectiveness and robustness. Experimental results demonstrate that this approach outperforms existing methods

Author

thomlegame295

Language

EN