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[IEEE 2019 IEEE 46th Photovoltaic Specialists Conference (PVSC) - Chicago, IL, USA (2019.6.16-2019.6.21)] 2019 IEEE 46th Photovoltaic Specialists Conference (PVSC) - AMI Data Quality and Collection Method Considerations for Improving the Accuracy of Distribution Models

DOI:10.1109/pvsc40753.2019.8981211 出版年份:2019 更新时间:2025-09-23 15:21:01
摘要: In the 5G system, we foresee the use of LOS-dominated mm-wave radio links to moving users being subject to slow fading resulting from the users’ random locations and orientations. We refer to this as a random-LOS channel. MIMO processing algorithms will be used in 5G to improve performance in slow fading, similar to how they are used in Rayleigh fading. To this end, we study the probability of detection in the random-LOS channel when there are dual-polarized antennas on both sides of the link. We introduce two polarization de?ciencies: the polarization non-orthogonality and the amplitude imbalance between the ports of a two-port antenna. The MIMO ef?ciency is evaluated as a function of these de?ciencies. In the analysis, we consider the MRC algorithm for one bitstream, and the ZF and SVD algorithms for two bitstreams. We also present two analytical formulas for the MIMO ef?ciency that can be used to determine performance. We use the formulas on two ideally orthogonal dipoles, and show by means of coverage plots how much the 1- and 2-bitstream performances degrade due to the polarization de?ciencies in off-boresight directions.
作者: Aidin Razavi,Andrés Alayón Glazunov,Per-Simon Kildal,Jian Yang
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To study the probability of detection in the random-LOS channel when there are dual-polarized antennas on both sides of the link, introducing two polarization deficiencies: the polarization non-orthogonality and the amplitude imbalance between the ports of a two-port antenna, and evaluating the MIMO efficiency as a function of these deficiencies.

The study concludes that MIMO systems in Random-LOS are not more sensitive to imbalances for two-bitstreams than for 1-bitstream, except in the special case of circular polarized antennas on one side of the link and linearly polarized on the other. Analytical formulas for MIMO efficiency are presented, showing good agreement with practical measurements. The importance of considering polarization deficiencies in antenna design for 5G systems is highlighted.

The study focuses on LOS-dominated mm-wave radio links and does not extensively cover multipath environments. The analysis is primarily theoretical with practical demonstrations limited to orthogonal dipoles.

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