FastLink: An Efficient Initial Access Protocol for Millimeter Wave Systems

被引:7
|
作者
Aykin, Irmak [1 ]
Krunz, Marwan [1 ]
机构
[1] Univ Arizona, Tucson, AZ 85721 USA
关键词
Millimeter wave; beam finding; initial access; directional communications; compressive sensing; analog beamforming; CAPACITY;
D O I
10.1145/3242102.3242105
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
To overcome the high propagation loss and satisfy a given link budget, millimeter wave (nunW) communication systems rely on highly directional antennas, both at the base station (BS) and the user equipment (UE). Due to this directionality, initial access (IA) and association can be particularly challenging. Existing approaches for IA in directional networks suffer from long discovery time and/or high misdetection probability of the UE. In this paper, we propose FastLink, an efficient IA protocol for mmW systems with electronically steerable antennas. FastLink always transmits/receives using the narrowest possible beam, allowing high beamforming gains and low misdetection rate. It uses a unique binary-search-based algorithm, called 3DPF, to scan only a small subset of the angular space and find in logarithmic time the best transmit-receive beam pair. We formulate the beam-finding process as a sparse problem, exploiting the poor scattering nature of mmW channels. Compressive sensing is then used to determine the minimum number of measurements needed to reconstruct the sparse channel. 3DPF is incorporated into FastLink to establish the directional link, and the required messaging between the BS and the UE is explained in detail. For performance evaluation purposes, we first conduct simulations based on NYU mmW channel model and then experiment with a custom mmW testbed utilizing uniform planar arrays and operating at 29 GHz frequency. Our extensive simulations and hardware experiments verify the efficiency of FastLink, and show that 3DPF can reduce the search time by 65 - 99% compared to 802.11ad-like beam finding scheme.
引用
收藏
页码:109 / 117
页数:9
相关论文
共 50 条
  • [31] Initial Beam Association in Millimeter Wave Cellular Systems: Analysis and Design Insights
    Alkhateeb, Ahmed
    Nam, Young-Han
    Rahman, Md. Saifur
    Zhang, Jianzhong
    Heath, Robert W., Jr.
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2017, 16 (05) : 2807 - 2821
  • [32] An Efficient Contention-Based Initial Access Optimization for Wireless Network Protocol
    Wang, Xingjun
    Cheng, Yundi
    2017 IEEE 9TH INTERNATIONAL CONFERENCE ON COMMUNICATION SOFTWARE AND NETWORKS (ICCSN), 2017, : 387 - 391
  • [33] Efficient Beamforming Training and Channel Estimation for Millimeter Wave OFDM Systems
    Wang, Hanyu
    Fang, Jun
    Wang, Peilan
    Yue, Guangrong
    Li, Hongbin
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2021, 20 (05) : 2805 - 2819
  • [34] An Efficient Precoding Scheme for Millimeter-Wave Massive MIMO Systems
    Alemaishat, Salem
    Saraereh, Omar A.
    Khan, Imran
    Affes, Sophene H.
    Li, Xingwang
    Lee, Jeong Woo
    ELECTRONICS, 2019, 8 (09)
  • [35] Coordinated Hybrid Precoding for Energy-efficient Millimeter Wave Systems
    Fang, Chao
    Makki, Behrooz
    Li, Jingya
    Svensson, Tommy
    2018 IEEE 19TH INTERNATIONAL WORKSHOP ON SIGNAL PROCESSING ADVANCES IN WIRELESS COMMUNICATIONS (SPAWC), 2018, : 596 - 600
  • [36] Power-Efficient Beam Designs for Millimeter Wave Communication Systems
    Zhang, Jianjun
    Huang, Yongming
    Wang, Jiaheng
    Schober, Robert
    Yang, Luxi
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2020, 19 (02) : 1265 - 1279
  • [37] Energy-Efficient Hybrid Precoding for Millimeter Wave MIMO Systems
    Ma, Chunhua
    Pan, Cunhua
    Pan, Yijin
    Han, Xiaoqing
    Chen, Ming
    PROCEEDINGS OF THE 2015 10TH INTERNATIONAL CONFERENCE ON COMMUNICATIONS AND NETWORKING IN CHINA CHINACOM 2015, 2015, : 509 - 514
  • [38] Genetic Algorithm-Based Beam Refinement for Initial Access in Millimeter Wave Mobile Networks
    Guo, Hao
    Makki, Behrooz
    Svensson, Tommy
    WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2018,
  • [39] EFFICIENT CHANNEL STATISTICS ESTIMATION FOR MILLIMETER-WAVE MIMO SYSTEMS
    Wang, Yue
    Tian, Zhi
    Feng, Shulan
    Zhang, Philipp
    2016 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING PROCEEDINGS, 2016, : 3411 - 3415
  • [40] Efficient Beam Alignment in Millimeter Wave Systems Using Contextual Bandits
    Hashemi, Morteza
    Sabharwal, Ashutosh
    Koksal, C. Emre
    Shroff, Ness B.
    IEEE CONFERENCE ON COMPUTER COMMUNICATIONS (IEEE INFOCOM 2018), 2018, : 2393 - 2401