Cell-Free ISAC MIMO Systems: Joint Sensing and Communication Beamforming
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Abstract (arXiv)
This paper considers a cell-free integrated sensing and communication (ISAC) MIMO system, where distributed MIMO access points (APs) jointly serve the communication users and sense the target. For this setup, we derive a sensing SNR for multi-static sensing where both joint communication and sensing signals transmitted by different APs are utilized. With this sensing objective, we develop two baseline approaches that separately design the sensing and communication beamforming vectors, namely communication-prioritized sensing beamforming and sensing-prioritized communication beamforming. Then, we consider the joint sensing and communication (JSC) beamforming design and derive the optimal structure of these beamforming vectors based on a max-min fairness formulation. In addition, considering any pre-determined JSC beam design, we devise a power allocation approach. The results show that the developed JSC beamforming is capable of achieving nearly the same communication signal-to-interference-plus-noise ratio (SINR) of the communication-prioritized sensing beamforming solution with almost the same sensing SNR of the sensing-prioritized communication beamforming approach. The proposed JSC beamforming optimization also provides a noticeable gain over the power allocation with regularized zero-forcing beamforming, yielding a promising strategy for cell-free ISAC MIMO systems.
Key facts. Cited by 3 papers in the map (data through 14 Oct 2026). First posted on arXiv 26 Jan 2023.
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Citing papers per year: 2025: 2; 2026: 1.
3 papers.
- 2025Conditional Denoising Diffusion for ISAC Enhanced Channel Estimation in Cell-Free 6Gcited by 1
- 2025Efficient Beam Selection for ISAC in Cell-Free Massive MIMO via Digital Twin-Assisted Deep Reinforcement Learningcited by 0
- 2026Feasible but Not Safe: Constraint Violations and Report-Channel Attacks in Learned Cell-Free ISAC Associationcited by 0
- 2026Feasible but Not Safe: Constraint Violations and Report-Channel Attacks in Learned Cell-Free ISAC Association2 Sep 2026
- 2025Efficient Beam Selection for ISAC in Cell-Free Massive MIMO via Digital Twin-Assisted Deep Reinforcement Learning23 Jun 2025
- 2025Conditional Denoising Diffusion for ISAC Enhanced Channel Estimation in Cell-Free 6G7 Jun 2025