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作者:

Mir, Talha (Mir, Talha.) | Waqas, Muhammad (Waqas, Muhammad.) | Tu, Shanshan (Tu, Shanshan.) | Fang, Chao (Fang, Chao.) | Ni, Wei (Ni, Wei.) | MacKenzie, Richard (MacKenzie, Richard.) | Xue, Xuan (Xue, Xuan.) | Han, Zhu (Han, Zhu.)

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EI Scopus SCIE

摘要:

Millimeter-wave (mmWave) massive multiple-input multiple-output (MIMO) offers a promising technique to fulfil the high data demand and connectivity of the Internet-of-Things (IoT) and 5G communications because it owns valuable and unknown spectrum resources. Using massive antennas with recently introduced drone-enabled aerial computing platforms, named unmanned aerial vehicles (UAVs), can cast high energy consumption if fully-digital precoding is employed at the UAVs. Using hybrid precoding at a UAV can reduce hardware complexity and energy consumption but is challenging with a need for joint optimization of three precoding matrices at the UAV (sixth-order polynomial objective function). In this paper, we propose to decompose the original UAV hybrid precoding challenge into three subproblems and develop a coordinated descent optimization (CDO) algorithm to solve the three problems recursively. In addition, the convergence and complexity of this new technique are analyzed. Numerical studies indicate the improved effectiveness of the proposed solution over existing solutions.

关键词:

Massive MIMO Matching pursuit algorithms Autonomous aerial vehicles Optimization massive MIMO Millimeter-wave relay hybrid precoding Precoding unmanned aerial vehicle Relays Complexity theory

作者机构:

  • [ 1 ] [Mir, Talha]Balochistan Univ Informat Technol, Fac Informat & Commun, Dept Elect Engn, Quetta 87300, Pakistan
  • [ 2 ] [Waqas, Muhammad]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China
  • [ 3 ] [Fang, Chao]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China
  • [ 4 ] [Waqas, Muhammad]Univ Bahrain, Coll Informat Technol, Dept Comp Engn, Zallaq 32038, Bahrain
  • [ 5 ] [Waqas, Muhammad]Edith Cowan Univ, Sch Engn, Perth, WA 6027, Australia
  • [ 6 ] [Tu, Shanshan]Beijing Univ Technol, Fac Informat Technol, Engn Res Ctr Intelligent Percept & Autonomous Con, Beijing 100124, Peoples R China
  • [ 7 ] [Fang, Chao]Purple Mt Lab Networking Commun & Secur, Nanjing 211189, Peoples R China
  • [ 8 ] [Ni, Wei]CSIRO, Data61, Marsfield, NSW 2122, Australia
  • [ 9 ] [MacKenzie, Richard]British Telecommun Technol, Adastral Pk, Ipswich IP5 3RE, Suffolk, England
  • [ 10 ] [Xue, Xuan]Xidian Univ, State Key Lab Integrated Serv Networks, Xian 710071, Peoples R China
  • [ 11 ] [Han, Zhu]Univ Houston, Dept Elect & Comp Engn, Houston, TX 77004 USA

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来源 :

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

ISSN: 1536-1276

年份: 2022

期: 9

卷: 21

页码: 7040-7054

1 0 . 4

JCR@2022

1 0 . 4 0 0

JCR@2022

ESI学科: COMPUTER SCIENCE;

ESI高被引阀值:46

JCR分区:1

中科院分区:1

被引次数:

WoS核心集被引频次: 10

SCOPUS被引频次: 14

ESI高被引论文在榜: 0 展开所有

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中文被引频次:

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