Frequency-Time Resource Allocation for Multiuser Uplink ISAC Systems

Integrated sensing and communications (ISAC) is a promising technique for next-generation mobile networks, offering reduced device size, power consumption, cost, and improved spectrum efficiency. Full realization of such benefits relies on waveform design and resource allocation. This paper focuses on frequency-time (FT) resource allocation of multi-user uplink ISAC systems by minimizing the Cramér-Rao bound (CRB) of 5G new-radio signals. We first derive two types of CRBs for communications with respect to channel coefficients and parameters, respectively, and derive one CRB with respect to parameters for radar by removing the line-of-sight path and exploiting the shared parameters among different users' channels. Closed-form solutions to the FT resources are obtained under certain conditions for both radar and communication CRB minimizations, revealing the relationship and differences between the optimal radar and communication FT-resource allocations. Then, to balance the radar and communication CRB performance, we formulate two ISAC FT-resource optimization problems based on the two different communication CRBs and optimize FT resources accordingly. Finally, simulation results validate the effectiveness of the CRB optimization scheme.

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Publication Details

Journal
IEEE Transactions on Vehicular Technology
Published
2024-08-05
DOI
https://doi.org/10.1109/tvt.2024.3437683
Citations
9
Primary Topic
Satellite Communication Systems
Type
article
Field-Weighted Citation Impact
11.69
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article

Frequency-Time Resource Allocation for Multiuser Uplink ISAC Systems

J. Andrew Zhang, Ren Ping Liu, Xiaojing Huang, Zhitong Ni
9 citations
IEEE Transactions on Vehicular Technology
Satellite Communication Systems
11.69
article

Frequency-Time Resource Allocation for Multiuser Uplink ISAC Systems

J. Andrew Zhang, Ren Ping Liu, Xiaojing Huang, Zhitong Ni
article en
9 citations

Abstract

Integrated sensing and communications (ISAC) is a promising technique for next-generation mobile networks, offering reduced device size, power consumption, cost, and improved spectrum efficiency. Full realization of such benefits relies on waveform design and resource allocation. This paper focuses on frequency-time (FT) resource allocation of multi-user uplink ISAC systems by minimizing the Cramér-Rao bound (CRB) of 5G new-radio signals. We first derive two types of CRBs for communications with respect to channel coefficients and parameters, respectively, and derive one CRB with respect to parameters for radar by removing the line-of-sight path and exploiting the shared parameters among different users' channels. Closed-form solutions to the FT resources are obtained under certain conditions for both radar and communication CRB minimizations, revealing the relationship and differences between the optimal radar and communication FT-resource allocations. Then, to balance the radar and communication CRB performance, we formulate two ISAC FT-resource optimization problems based on the two different communication CRBs and optimize FT resources accordingly. Finally, simulation results validate the effectiveness of the CRB optimization scheme.

IEEE Transactions on Vehicular TechnologyVol. 73(12)
University of Technology Sydney (AU)
Openalex Percentile: Top 2%
Satellite Communication Systems
11.69
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