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Diversity and Multiplexing for Continuous Aperture Array (CAPA)-Based Communications

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arxiv 2408.13948 v3 pith:KLJCIHX2 submitted 2024-08-25 eess.SP

classification eess.SP
keywords capaschannelsspdasarraydiversitymultiplexingachieveantenna
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A general fading model for multipath channels between two non-parallel continuous-aperture arrays (CAPAs) is proposed. Building on this model, the performance of diversity and multiplexing achieved by CAPAs over fading channels is analyzed. i) For multiple-input single-output (MISO) and single-input multiple-output (SIMO) channels, Landau's eigenvalue theorem is applied to analyze the autocorrelation of the spatial response. Closed-form expressions are derived for the outage probability (OP) and ergodic channel capacity (ECC). Asymptotic analyses in the high signal-to-noise ratio (SNR) regime are conducted to reveal the maximal achievable diversity and multiplexing gains. The diversity-multiplexing trade-off (DMT) is characterized, along with the array gain within the DMT framework. ii) For multiple-input multiple-output (MIMO) channels, a wavenumber-domain-based transmission framework is proposed to leverage the spatial degrees of freedom offered by CAPAs. Asymptotic approximations for the OP and ECC are derived, and the DMT is explored. The performance of CAPAs is further compared with that of conventional spatially-discrete arrays (SPDAs). Analytical and numerical results demonstrate that: i) CAPAs achieve a lower OP and higher ECC than SPDAs; ii) CAPAs achieve the same DMT as SPDAs with antenna spacing no larger than half a wavelength while attaining a higher array gain; and iii) CAPAs outperform SPDAs with antenna spacing greater than half a wavelength in terms of DMT.

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Cited by 4 Pith papers

Reviewed papers in the Pith corpus that reference this work. Sorted by Pith novelty score. Full citation record

  1. Secure Beamforming for Continuous Aperture Array (CAPA) Systems

    eess.SP 2025-01 reject novelty 6.0 of 10

    A CAPA downlink secrecy-rate optimization is solved by an FP-BCD algorithm with closed-form continuous current patterns, plus a zero-leakage ZF heuristic, though the key equivalence step is flawed.

  2. Optimal Beamforming for Multi-User Continuous Aperture Array (CAPA) Systems

    cs.IT 2024-11 conditional novelty 6.0 of 10

    The paper derives the optimal multi-user beamforming structure for continuous aperture arrays and provides a globally optimal algorithm plus near-optimal MRT, ZF, and MMSE designs.

  3. Deep Learning for Beamforming in Multi-User Continuous Aperture Array (CAPA) Systems

    eess.SP 2024-11 conditional novelty 6.0 of 10

    DeepCAPA uses graph neural networks to learn multi-user CAPA beamforming by encoding channel and beamforming functions as finite vectors and training surrogate networks for the integrals.

  4. CAPA: Continuous-Aperture Arrays for Revolutionizing 6G Wireless Communications

    eess.SP 2024-12 conditional novelty 3.0 of 10

    Continuous-aperture arrays are presented as a 6G architecture whose ideal continuous current distribution yields capacity and diversity-multiplexing gains over discrete arrays, with most evidence delegated to companio...

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