ISAC: <i>From Human to Environmental Sensing</i>

Integrated Sensing and Communications (ISAC) is poised to become one of the defining capabilities of the sixth generation (6G) wireless communications systems, enabling the network infrastructure to jointly support high-throughput communications and situational awareness. While recent advances have explored ISAC for both human-centric applications and environmental monitoring, existing research remains fragmented across these domains. This paper provides the first unified review of ISAC-enabled sensing for both human activities and environment, focusing on signal-level mechanisms, sensing features, and real-world feasibility. We begin by characterising how diverse physical phenomena, ranging from human vital sign and motion to precipitation and flood dynamics, impact wireless signal propagation, producing measurable signatures in channel state information (CSI), Doppler profiles, and signal statistics. A comprehensive analysis is then presented across two domains: human sensing applications including localisation, activity recognition, and vital sign monitoring; and environmental sensing for rainfall, soil moisture, and water level. Experimental results from Long-Term Evolution (LTE) sensing under non-lineof-sight (NLOS) conditions are incorporated to highlight the feasibility in infrastructure-limited scenarios. Open challenges in signal fusion, domain adaptation, and generalisable sensing architectures are discussed to facilitate future research toward scalable and autonomous ISAC.

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Publication Details

Journal
IEEE Journal of Selected Topics in Electromagnetics Antennas and Propagation
Published
2025-09-01
DOI
https://doi.org/10.1109/jsteap.2025.3606464
Citations
3
Primary Topic
Water Quality Monitoring Technologies
Type
article
Field-Weighted Citation Impact
2.45
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article

ISAC: From Human to Environmental Sensing

J. Andrew Zhang, Y. Jay Guo, Shu‐Lin Chen, Zhongqin Wang et al.
3 citations
IEEE Journal of Selected Topics in Electromagnetics Antennas and Propagation
Water Quality Monitoring Technologies
2.45
article

ISAC: From Human to Environmental Sensing

J. Andrew Zhang, Y. Jay Guo, Shu‐Lin Chen, Zhongqin Wang, Kai Wu
article en
3 citations

Abstract

Integrated Sensing and Communications (ISAC) is poised to become one of the defining capabilities of the sixth generation (6G) wireless communications systems, enabling the network infrastructure to jointly support high-throughput communications and situational awareness. While recent advances have explored ISAC for both human-centric applications and environmental monitoring, existing research remains fragmented across these domains. This paper provides the first unified review of ISAC-enabled sensing for both human activities and environment, focusing on signal-level mechanisms, sensing features, and real-world feasibility. We begin by characterising how diverse physical phenomena, ranging from human vital sign and motion to precipitation and flood dynamics, impact wireless signal propagation, producing measurable signatures in channel state information (CSI), Doppler profiles, and signal statistics. A comprehensive analysis is then presented across two domains: human sensing applications including localisation, activity recognition, and vital sign monitoring; and environmental sensing for rainfall, soil moisture, and water level. Experimental results from Long-Term Evolution (LTE) sensing under non-lineof-sight (NLOS) conditions are incorporated to highlight the feasibility in infrastructure-limited scenarios. Open challenges in signal fusion, domain adaptation, and generalisable sensing architectures are discussed to facilitate future research toward scalable and autonomous ISAC.

IEEE Journal of Selected Topics in Electromagnetics Antennas and PropagationVol. 1(1)
University of Technology Sydney (AU)
Openalex Percentile: Top 11%
Water Quality Monitoring Technologies
2.45
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ISAC: <i>From Human to Environmental Sensing</i> — J. Andrew Zhang, Y. Jay Guo, et al. · IEEE Journal of Selected Topics in Electromagnetics Antennas and Propagation (2025) | TGRS Research Map | TGRS