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Transceiver Optimization for mmWave Line-of-Sight MIMO Systems Using Hybrid Arrays.

Junwen Deng1, Hang Li1, Jian Andrew Zhang2

  • 1School of Electronics and Information, Hangzhou Dianzi University, Hangzhou 310018, China.

Micromachines
|February 25, 2023
PubMed
Summary
This summary is machine-generated.

Millimeter wave (mmWave) systems with hybrid planar subarrays enhance spectral efficiency and effective degree of freedom (EDoF) in line-of-sight (LOS) MIMO communications. These arrays offer superior robustness compared to traditional systems, overcoming previous performance limitations.

Keywords:
hybrid arraysline-of-sightmultiple input multiple outputquantizationtransceiver optimization

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Area of Science:

  • Wireless communication systems
  • Antenna array design
  • Signal processing

Background:

  • Millimeter wave (mmWave) communication systems offer high bandwidth but face challenges with signal propagation and array design.
  • Line-of-sight (LOS) multiple-input multiple-output (MIMO) systems are crucial for mmWave, but traditional arrays have performance limitations.
  • Hybrid arrays offer a potential solution to improve the performance of mmWave LOS MIMO systems.

Purpose of the Study:

  • To investigate the performance of mmWave LOS MIMO systems utilizing hybrid arrays of planar subarrays.
  • To characterize the spatial multiplexing gain using spectral efficiency and effective degree of freedom (EDoF).
  • To derive optimal design parameters and analyze their sensitivity for improved system performance.

Main Methods:

  • Development of a joint plane-wave and spherical-wave-based 3D channel model.
  • Derivation of optimal analog domain design parameters (subarray separation products).
  • Analytical eigenvalue expressions for the equivalent LOS MIMO channel matrix and EDoF bounds.
  • Design of a piecewise uniform quantization codebook for phase shifters.

Main Results:

  • Planar subarrays demonstrate superior spectral efficiency and EDoF compared to traditional arrays in Ricean fading channels.
  • Hybrid arrays of planar subarrays exhibit greater robustness to communication distance variations and deviations from optimal design.
  • The use of planar subarrays removes the conventional Rayleigh distance limitation for optimal performance in mmWave LOS MIMO systems.

Conclusions:

  • Hybrid arrays of planar subarrays represent a significant advancement for mmWave LOS MIMO systems.
  • These systems achieve higher performance and robustness, overcoming limitations of traditional array designs.
  • The proposed channel model and design parameters provide a framework for optimizing future mmWave communication systems.