AI Article Synopsis

  • Cell-free millimeter wave (mmWave) MIMO is a technology designed to enhance communication network throughput while overcoming issues like shadow fading.
  • This study introduces a resource allocation scheme that considers user-centric needs and fronthaul capacity limits, utilizing statistical channel state information (CSI).
  • The proposed approach involves hybrid beamforming (HBF) at access points and central processing for signal combination, using advanced optimization algorithms to address power allocation and improve overall performance.

Article Abstract

Cell-free millimeter wave (mmWave) multiple-input multiple-output (MIMO) can effectively overcome the shadow fading effect and provide macro gain to boost the throughput of communication networks. Nevertheless, the majority of the existing studies have overlooked the user-centric characteristics and practical fronthaul capacity limitations. To solve these practical problems, we introduce a resource allocation scheme using statistical channel state information (CSI) for uplink user-centric cell-free mmWave MIMO system. The hybrid beamforming (HBF) architecture is deployed at each access point (AP), while the central processing unit (CPU) only combines the received signals by the large-scale fading decoding (LSFD) method. We further frame the issue of maximizing sum-rate subject to the fronthaul capacity constraint and minimum rate constraint. Based on the alternating optimization (AO) and fractional programming method, we present an algorithm aimed at optimizing the users' transmit power for the power allocation (PA) subproblem. Then, an algorithm relying on the majorization-minimization (MM) method is given for the HBF subproblem, which jointly optimizes the HBF and the LSFD coefficients.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC11478458PMC
http://dx.doi.org/10.3390/s24196276DOI Listing

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