Toward 6G Networks: A Survey on Integrated Sensing and Communication in Cell-Free Massive MIMO

  • Ahmed, Manzoor
  • Nasir, Ali Arshad
  • Masood, Mudassir
  • Memon, Kamran Ali
  • Qureshi, Khurram Karim
  • ... Khan, Wali Ullah
  • 외 4명
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초록

Cell-free massive multiple-input-multiple-output (CF-mMIMO) has emerged as a key architectural candidate for sixth-generation (6G) wireless networks, in which many distributed access points (APs) cooperate to serve users without cell boundaries. When combined with integrated sensing and communication (ISAC), this infrastructure evolves from a pure connectivity layer into a spatially distributed sensing-communication fabric capable of high-rate data delivery and fine-grained environmental perception. This survey provides a structured overview of CF-mMIMO-ISAC systems. We first revisit the fundamentals of CF-mMIMO and ISAC and clarify their synergies and inherent tensions. We then synthesize recent progress along several core design axes: joint maximization of communication sum-rate and sensing signal-to-noise ratio (SNR); physical-layer security and privacy-aware sensing; energy-efficient operation with stringent latency and age-of-information requirements; performance evaluation and scalability under realistic hardware and fronthaul constraints; and integration with enabling technologies such as reconfigurable intelligent surfaces (RISs), movable antennas (MAs), orthogonal time-frequency space (OTFS) modulation, and uncrewed aerial vehicle (UAV) platforms. Across these themes, we compare optimization-based and learning-based methods, emphasizing how they reshape the rate-sensing tradeoff, how sensitive they are to channel state information (CSI) assumptions, and how system-level coordination influences scalability. Finally, we distill cross-cutting lessons and outline open problems in distributed joint sensing-communication (JSC) design. The survey is intended as both a technical reference and a roadmap for designing CF-mMIMO ISAC frameworks in 6G and beyond.

키워드

Integrated sensing and communicationDesign methodologyOptimizationModelingArray signal processingJointsSignal to noise ratioAutomated parkingCells (biology)Signal detectionBeyond fifth-generation (5G) and sixth-generation (6G)cell-free massive MIMO (CF-mMIMO)integrated sensing and communication (ISAC)RESOURCE-ALLOCATIONSYSTEMSDESIGN
제목
Toward 6G Networks: A Survey on Integrated Sensing and Communication in Cell-Free Massive MIMO
저자
Ahmed, ManzoorNasir, Ali ArshadMasood, MudassirMemon, Kamran AliQureshi, Khurram KarimKhan, FerozHussain, TouseefKhan, Wali UllahXu, FangHan, Zhu
DOI
10.1109/JIOT.2026.3693228
발행일
2026-07
유형
Article
저널명
IEEE Internet of Things Journal
13
14
페이지
30028 ~ 30052