Enhanced single-shot beam-training using true-time-delay units for mmwave hybrid arrays / by Mohamed Waeel Hamdy ; Supervisors Prof. Ahmed Hesham Mehana, Dr. Mohammed Ahmed Abdelghany.
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- طريقة محسنة لتدريب الحزمة من مرة واحدة باستخدام أجهزة تأخير الوقت الحقيقية للمصفوفات الهوائية الهجينة لنظم الموجات الميلليمترية [Added title page title]
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Thesis (M.Sc)-Cairo University, 2023.
Bibliography: pages 65-67.
Massive arrays are used in millimeter wave channels to compensate for the severe propa- gation path loss. One of the common challenges, that is a by-product of massive arrays, is the beam steering and selection. In this work, we use true-time-delay to minimize the beam training overhead associated with large number of antennas in millimeter wave.
We propose an angle-of-arrival estimation algorithm that leverages the degrees of freedom introduced by hybrid beamforming system and thus, allows for single-shot, i.e., single-pilot, estimation process with good performance. The proposed algorithm improves the 5th percentile beamforming gain compared to the existing single-shot algorithms. Our simulations show that the proposed algorithm enhances the receiver’s sensitivity by 3 dB when using hybrid arrays. We show that at relatively fair signal-to-noise ratios, the num- ber of analog-to-digital converters at the receiver side can be decreased without significant performance loss, thus saving power and area
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