2023
DOI: 10.36227/techrxiv.23653341.v1
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Data-driven Integrated Sensing and Communication: Recent Advances, Challenges, and Future Prospects

Hammam Salem,
MD Muzakkir Quamar,,
Adeb Magad
et al.

Abstract: <p>This paper aims to explore integrating various ML techniques into ISAC systems, covering various applications. These applications span intelligent vehicular networks, encompassing unmanned aerial vehicles (UAVs) and autonomous cars, as well as radar applications, localization and tracking, millimeter wave (mmWave) and Terahertz (THz) communication, and beamforming. The contributions of this paper lie in its comprehensive survey of ML-based works in the ISAC domain and its identification of challenges … Show more

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