Practical Implementation Challenges in MIMO Beamforming and Its Applications

被引:1
|
作者
Dusari, Nageswara Rao [1 ]
Rawat, Meenakshi [1 ]
机构
[1] Indian Inst Technol Roorkee, Dept Elect & Commun Engn, Roorkee 247667, India
关键词
Array signal processing; Transmitters; 5G mobile communication; Spectral efficiency; Signal processing algorithms; Hardware; Real-time systems; Calibration; Synchronization; Distortion measurement; DIGITAL PREDISTORTION; MOBILE COMMUNICATIONS; 5G; SYSTEMS; ANALOG; LINEARIZATION; CALIBRATION; ALGORITHM; ARRAY;
D O I
10.1109/MMM.2024.3524825
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Adaptive beamforming is a crucial signal processing technique used in 5G and beyond to mitigate path losses and improve energy and spectral efficiency by transmitting and receiving signals directionally. The MIMO beamforming systems contain multiple power amplifiers (PAs), which consume substantial power and require efficient linearization to enhance energy efficiency and reduce nonlinear distortions. However, implementing beamforming and PA linearization in real time introduces significant challenges, including calibration, synchronization, and hardware constraints. This article presents the practical challenges of implementing beamforming and digital predistortion (DPD) algorithms in hardware platforms and measurement processes. This article also discusses advanced techniques for linearizing PAs and overcoming measurement-related issues in beamforming systems.
引用
收藏
页码:59 / 75
页数:17
相关论文
共 50 条
  • [21] Cooperative MIMO Applied Null Beamforming to Self in Full-Duplex Wireless Communication System and Its Implementation
    Kawano, Masahiro
    Nagao, Yuhei
    Lanante, Leonardo, Jr.
    Kurosaki, Masayuki
    Ochi, Hiroshi
    2022 24TH INTERNATIONAL CONFERENCE ON ADVANCED COMMUNICATION TECHNOLOGY (ICACT): ARITIFLCIAL INTELLIGENCE TECHNOLOGIES TOWARD CYBERSECURITY, 2022, : 176 - 181
  • [22] Cooperative MIMO Applied Null Beamforming to Self in Full-Duplex Wireless Communication System and Its Implementation
    Kawano, Masahiro
    Nagao, Yuhei
    Lanante, Leonardo
    Kurosaki, Masayuki
    Ochi, Hiroshi
    2021 23RD INTERNATIONAL CONFERENCE ON ADVANCED COMMUNICATION TECHNOLOGY (ICACT 2021): ON-LINE SECURITY IN PANDEMIC ERA, 2021, : 176 - 181
  • [23] IMPLEMENTATION OF DEEP LEARNING IN BEAMFORMING FOR 5G MIMO SYSTEMS
    Aljohani, Khaled
    Elshafiey, Ibrahim
    Al-Sanie, Abdulhameed
    PROCEEDINGS OF 2022 39TH NATIONAL RADIO SCIENCE CONFERENCE (NRSC'2022), 2022, : 188 - 195
  • [24] RF and algorithmic considerations for practical MIMO wireless implementation
    Jensen, MA
    Wallace, JW
    RAWCON: 2004 IEEE RADIO AND WIRELESS CONFERENCE, PROCEEDINGS, 2004, : 147 - 150
  • [25] Beamforming of UWB pulse array and its implementation
    Wang, Min
    Yang, Shuyuan
    Wu, Shunjun
    DIGITAL SIGNAL PROCESSING, 2006, 16 (04) : 333 - 342
  • [26] The Radiometer and Its Practical Implementation
    Torrieri, Don
    MILITARY COMMUNICATIONS CONFERENCE, 2010 (MILCOM 2010), 2010, : 304 - 310
  • [27] Hybrid Beamforming for Bidirectional Massive MIMO Full Duplex Under Practical Considerations
    Sheemar, Chandan Kumar
    Slock, Dirk
    2021 IEEE 93RD VEHICULAR TECHNOLOGY CONFERENCE (VTC2021-SPRING), 2021,
  • [28] Practical Hardware Models and Beamforming Design for IRS-Assisted MIMO Networks
    Ribeiro, Yuri Sales
    Costa Neto, Francisco Hugo
    de Almeida, Andre L. F.
    2021 WORKSHOP ON COMMUNICATION NETWORKS AND POWER SYSTEMS (WCNPS), 2021,
  • [29] Practical challenges for digital watermarking applications
    Sharma, RK
    Decker, S
    2001 IEEE FOURTH WORKSHOP ON MULTIMEDIA SIGNAL PROCESSING, 2001, : 237 - 242
  • [30] Issues in the practical implementation of POCT: overcoming challenges
    Wiencek, Joesph
    Nichols, James
    EXPERT REVIEW OF MOLECULAR DIAGNOSTICS, 2016, 16 (04) : 415 - 422