Survey on deep learning-based integrated sensing and communication systems

Survey on deep learning-based integrated sensing and communication systems

With the deep integration of wireless communication and radar sensing technologies, integrated sensing and communication (ISAC) shares hardware platforms and spectrum resources. It has demonstrated significant potential for enhancing system efficiency. However, traditional ISAC relying on prior mode...

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Bibliographic Details
Main Authors: RAN Xinyi, CHEN Qianbin, XU Yongjun, ZUO Wenke, ZHAO Yun, CHEN Li
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2025-06-01
Series:Tongxin xuebao
Subjects:
ISAC
deep learning
channel estimation
channel coding
resource allocation
human detection
target recognition and tracking
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2025103/
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