Low-Cost AiP Array Design Using Machine Learning for mmWave Mobile Systems

被引：0

作者：

Nakmouche, Mohammed Farouk ^{[1
]}

Magray, M. Idrees ^{[2
]}

Allam, A. M. M. A. ^{[3
]}

Fawzy, Diaa E. ^{[1
]}

Lin, Ding Bing ^{[4
]}

Tarng, Jenn-Hwan ^{[2
]}

机构：

[1] Izmir Univ Econ, Fac Engn, Izmir, Turkey

[2] Natl Chiao Tung Univ, Ctr MmWave Smart Radar Syst & Technol, Hsinchu, Taiwan

[3] German Univ Cairo, Dept Commun Engn, Cairo, Egypt

[4] Natl Taiwan Univ Sci & Technol, Dept Elect & Comp Engn, Taipei, Taiwan

来源：

2021 INTERNATIONAL SYMPOSIUM ON ANTENNAS AND PROPAGATION (ISAP) | 2021年

关键词：

mmWave; Antenna in Packaging (AiP); ANN; machine learning; PACKAGE; ANTENNA;

D O I：

暂无

中图分类号：

TN [电子技术、通信技术];

学科分类号：

0809 ;

摘要：

Based on low-cost PCB solution, an array antenna in packaging (AiP) dedicated for mmWave mobile systems is designed using machine learning. The proposed antenna operates at 28 GHz (26.5 - 29.5 GHz) with a gain ranging from 8 dB to 15 dB in the operating bandwidth. The development process of the proposed AiP is assisted by machine learning for prediction of the optimal radiating patch's length and width in terms of resonance frequency.

引用

页数：2

共 4 条

[1] Bonding Wire Loop Antenna in Standard Ball Grid Array Package for 60-GHz Short-Range Wireless Communication
Tsutsumi, Yukako
Ito, Takayoshi
Hashimoto, Koh
Obayashi, Shuichi
Shoki, Hiroki
Kasami, Hideo
[J]. IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 2013, 61 (04) : 1557 - 1563
[2] Circuit model of microstrip patch antenna on ceramic land grid array package for antenna-chip codesign of highly integrated RF transceivers
Wang, JJ
Zhang, YP
Chua, KM
Lu, ACW
[J]. IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 2005, 53 (12) : 3877 - 3883
[3] 0.18-μm CMOS push-pull power amplifier with antenna in IC package
Wang, W
Zhang, YP
[J]. IEEE MICROWAVE AND WIRELESS COMPONENTS LETTERS, 2004, 14 (01) : 13 - 15
[4] Integrated circuit ceramic ball grid array package antenna
Zhang, YP
[J]. IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 2004, 52 (10) : 2538 - 2544

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