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AFDM-Enabled Integrated Sensing and Communication: Theoretical Framework and Pilot Design

  • Fan Zhang
  • , Zhaocheng Wang
  • , Tianqi Mao*
  • , Tianyu Jiao
  • , Yinxiao Zhuo
  • , Miaowen Wen
  • , Wei Xiang
  • , Sheng Chen
  • , George K. Karagiannidis
  • *此作品的通讯作者
  • Tsinghua University
  • South China University of Technology
  • La Trobe University
  • Ocean University of China
  • Aristotle University of Thessaloniki

科研成果: 期刊稿件 › 文章 › 同行评审

摘要

The integrated sensing and communication (ISAC) has been envisioned as one representative usage scenario of sixth-generation (6G) network. However, the unprecedented characteristics of 6G, especially the doubly dispersive channel, make classical ISAC waveforms rather challenging to guarantee a desirable performance level. The recently proposed affine frequency division multiplexing (AFDM) can attain full diversity even under doubly dispersive effects, thus becoming a competitive candidate for next-generation ISAC waveforms. Relevant investigations are still at an early stage, which involve only straightforward design lacking explicit theoretical analysis. This paper provides an in-depth investigation on AFDM waveform design for ISAC applications. Specifically, the closed-form Crámer-Rao bounds of target detection for AFDM are derived, followed by a demonstration on its merits over existing counterparts. Furthermore, we formulate the ambiguity function of the pilot-assisted AFDM waveform for the first time, revealing conditions for stable sensing performance. To further enhance both the communication and sensing performance of the AFDM waveform, we propose a novel pilot design by exploiting the characteristics of AFDM signals. The proposed design is analytically validated to be capable of optimizing the ambiguity function property and channel estimation accuracy simultaneously as well as overcoming the sensing and channel estimation range limitation originated from the pilot spacing. Numerical results have verified the superiority of the proposed pilot design in terms of dual-functional performance.

源语言英语
页(从-至)310-324
页数15
期刊IEEE Journal on Selected Areas in Communications
卷44
DOI
出版状态已出版 - 2026

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