A traditional array (TA) multiple-input multiple-output (MIMO) architecture in mmWave with hybrid beamforming suffers from high power consumption and hardware overhead. Therefore, a lens antenna subarray (LAS)-MIMO architecture has been recently proposed as a promising technology for a power-efficient system and reducing hardware cost and complexity. Additionally, the LAS-MIMO can offer spectral efficiency (SE) performance close to TA-MIMO and higher than single-lens antenna array (SLA)-MIMO. In this paper, we propose a hybrid precoding algorithm for the LAS-MIMO in mmWave to efficiently control the LAS design. The precoding problem is formulated as a sparse reconstruction problem due to the sparse behavior of mmWave channel. The proposed algorithm is an iterative process developed jointly using artificial bee colony (ABC) optimization with orthogonal matching pursuit (OMP) algorithms. In each iteration, the algorithm first selects the switches for each lens randomly using ABC and then uses OMP to approximate optimal unconstrained precoders. This process continues until achieving maximum SE. The simulation results show that LAS has around a 30% increase in SE compared to SLA while providing a significant gain in energy efficiency (EE) for single radio-frequency (RF) chain and multi RF chain scenarios.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Heuristic Inspired Precoding for Millimeter-Wave MIMO Systems with Lens Antenna Subarrays


    Beteiligte:
    Cetinkaya, Sinasi (Autor:in) / Afeef, Liza (Autor:in) / Mumcu, Gokhan (Autor:in) / Arslan, Huseyin (Autor:in)


    Erscheinungsdatum :

    01.06.2022


    Format / Umfang :

    400147 byte





    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



    On the Precoding for Multi-Cell Massive MIMO Systems with Distributed Antenna Subarrays

    Nishiuchi, Takeaki / Lin, Hai / Yamashita, Katsumi et al. | IEEE | 2016


    One-Bit Hybrid Precoding for Wideband Millimeter-Wave Massive MIMO Systems

    Mir, Talha / Siddiqi, Zain / Mir, Usama et al. | IEEE | 2019


    Hybrid Precoding for Millimeter Wave Multiuser Massive MIMO Systems with Low-Resolution DACs

    Guo, Yajing / Zhang, Yunliang / Chen, Shuaifei et al. | IEEE | 2020


    Beamspace MIMO-NOMA for Millimeter-Wave Communications Using Lens Antenna Arrays

    Wang, Bichai / Dai, Linglong / Gao, Xiqi et al. | IEEE | 2017


    ADMM for Hybrid Precoding of Relay in Millimeter-Wave Massive MIMO System

    Xu, Wenyuan / Wang, Yongchao / Xue, Xuan | IEEE | 2018