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On the Fundamental Tradeoff of Joint Communication and Quickest Change Detection
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- Title
- On the Fundamental Tradeoff of Joint Communication and Quickest Change Detection
- Issued Date
- 2024-07-11
- Citation
- Seo, Daewon. (2024-07-11). On the Fundamental Tradeoff of Joint Communication and Quickest Change Detection. 2024 IEEE International Symposium on Information Theory, ISIT 2024, 2796–2801. doi: 10.1109/ISIT57864.2024.10619482
- Type
- Conference Paper
- ISBN
- 9798350382846
- ISSN
- 2157-8117
- Abstract
-
In this study, we investigate the tradeoff between communication rate and quickest change detection (QCD) in integrated sensing and communication. We establish a joint problem for QCD, utilizing constant subblock-composition codes and a modified CuSum detection rule, named subblock CuSum (SCS). This approach provides an inner bound for the tradeoff between communication rate and change point detection delay in low false alarm scenarios. Our findings show that SCS is asymptotically optimal for certain code classes. © 2024 IEEE.
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- Publisher
- IEEE Information Theory Society
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Related Researcher
- Seo, Daewon서대원
-
Department of Electrical Engineering and Computer Science
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