ISAC with Emerging Communication Technologies

Jie Xu; Zhonghao Lyu; Xianxin Song; Fan Liu; Yuanhao Cui; Christos Masouros; Tony Xiao Han; Yonina C. Eldar; Shuguang Cui

doi:10.1007/978-981-99-2501-8_21

ISAC with Emerging Communication Technologies

Jie Xu, Zhonghao Lyu, Xianxin Song, Fan Liu, Yuanhao Cui, Christos Masouros, Tony Xiao Han, Yonina C. Eldar, Shuguang Cui

Department of Computer Science and Applied Mathematics

Weizmann Institute of Science

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

Abstract

Cellular networks are evolving from connected everything in fifth-generation (5G) to a new paradigm of connected intelligence in sixth-generation (6G). Towards this end, intelligent reflecting surface (IRS), unmanned aerial vehicles (UAV) communications, and edge artificial intelligence (AI) have emerged as enabling 6G communication technologies, which are expected to interact with integrated sensing and communication (ISAC) to enable various new applications. First, integrating IRS in ISAC can enable efficient non-line-of-sight (NLoS) and multi-angle sensing, and provide more degrees of freedom (DoFs) for communication. Next, employing UAVs as new aerial ISAC platforms can provide enhanced sensing and communication coverage, and more flexibility in service provision. Furthermore, exploiting edge AI can achieve efficient and intelligent ISAC signal processing, while preserving the data security and privacy. In view of these trends, this chapter discusses three emerging applications, including IRS-enabled ISAC, UAV-assisted ISAC, and edge AI with ISAC, by presenting their benefits, challenges, and potential solutions. Interesting research directions are also highlighted to motivate future work.

Original language	English
Title of host publication	Integrated Sensing and Communications
Publisher	Springer Nature
Pages	589-619
Number of pages	31
ISBN (Electronic)	9789819925018
ISBN (Print)	9789819925001
DOIs	https://doi.org/10.1007/978-981-99-2501-8_21
State	Published - 19 Jul 2023

All Science Journal Classification (ASJC) codes

General Engineering

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10.1007/978-981-99-2501-8_21

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title = "ISAC with Emerging Communication Technologies",

abstract = "Cellular networks are evolving from connected everything in fifth-generation (5G) to a new paradigm of connected intelligence in sixth-generation (6G). Towards this end, intelligent reflecting surface (IRS), unmanned aerial vehicles (UAV) communications, and edge artificial intelligence (AI) have emerged as enabling 6G communication technologies, which are expected to interact with integrated sensing and communication (ISAC) to enable various new applications. First, integrating IRS in ISAC can enable efficient non-line-of-sight (NLoS) and multi-angle sensing, and provide more degrees of freedom (DoFs) for communication. Next, employing UAVs as new aerial ISAC platforms can provide enhanced sensing and communication coverage, and more flexibility in service provision. Furthermore, exploiting edge AI can achieve efficient and intelligent ISAC signal processing, while preserving the data security and privacy. In view of these trends, this chapter discusses three emerging applications, including IRS-enabled ISAC, UAV-assisted ISAC, and edge AI with ISAC, by presenting their benefits, challenges, and potential solutions. Interesting research directions are also highlighted to motivate future work.",

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AU - Xu, Jie

AU - Lyu, Zhonghao

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AU - Cui, Yuanhao

AU - Masouros, Christos

AU - Han, Tony Xiao

AU - Eldar, Yonina C.

AU - Cui, Shuguang

PY - 2023/7/19

Y1 - 2023/7/19

N2 - Cellular networks are evolving from connected everything in fifth-generation (5G) to a new paradigm of connected intelligence in sixth-generation (6G). Towards this end, intelligent reflecting surface (IRS), unmanned aerial vehicles (UAV) communications, and edge artificial intelligence (AI) have emerged as enabling 6G communication technologies, which are expected to interact with integrated sensing and communication (ISAC) to enable various new applications. First, integrating IRS in ISAC can enable efficient non-line-of-sight (NLoS) and multi-angle sensing, and provide more degrees of freedom (DoFs) for communication. Next, employing UAVs as new aerial ISAC platforms can provide enhanced sensing and communication coverage, and more flexibility in service provision. Furthermore, exploiting edge AI can achieve efficient and intelligent ISAC signal processing, while preserving the data security and privacy. In view of these trends, this chapter discusses three emerging applications, including IRS-enabled ISAC, UAV-assisted ISAC, and edge AI with ISAC, by presenting their benefits, challenges, and potential solutions. Interesting research directions are also highlighted to motivate future work.

AB - Cellular networks are evolving from connected everything in fifth-generation (5G) to a new paradigm of connected intelligence in sixth-generation (6G). Towards this end, intelligent reflecting surface (IRS), unmanned aerial vehicles (UAV) communications, and edge artificial intelligence (AI) have emerged as enabling 6G communication technologies, which are expected to interact with integrated sensing and communication (ISAC) to enable various new applications. First, integrating IRS in ISAC can enable efficient non-line-of-sight (NLoS) and multi-angle sensing, and provide more degrees of freedom (DoFs) for communication. Next, employing UAVs as new aerial ISAC platforms can provide enhanced sensing and communication coverage, and more flexibility in service provision. Furthermore, exploiting edge AI can achieve efficient and intelligent ISAC signal processing, while preserving the data security and privacy. In view of these trends, this chapter discusses three emerging applications, including IRS-enabled ISAC, UAV-assisted ISAC, and edge AI with ISAC, by presenting their benefits, challenges, and potential solutions. Interesting research directions are also highlighted to motivate future work.

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ISAC with Emerging Communication Technologies

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