Gaussian Multiple Access Channels with One-Bit Quantizer at the Receiver ,

被引:10
|
作者
Rassouli, Borzoo [1 ,3 ]
Varasteh, Morteza [2 ]
Gunduz, Deniz [2 ]
机构
[1] Univ Essex, Sch Comp Sci & Elect Engn, Colchester CO4 3SQ, Essex, England
[2] Imperial Coll London, Dept Elect & Elect, Intelligent Syst & Networks Grp, London SW7 2AZ, England
[3] Imperial Coll London, Informat Proc & Commun Lab, London, England
基金
欧洲研究理事会; 英国工程与自然科学研究理事会;
关键词
Gaussian multiple access channel; one-bit quantizer; capacity region; INFORMATION; CAPACITY; COMMUNICATION; SYSTEMS;
D O I
10.3390/e20090686
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
The capacity region of a two-transmitter Gaussian multiple access channel (MAC) under average input power constraints is studied, when the receiver employs a zero-threshold one-bit analogue-to-digital converter (ADC). It is proven that the input distributions of the two transmitters that achieve the boundary points of the capacity region are discrete. Based on the position of a boundary point, upper bounds on the number of the mass points of the corresponding distributions are derived. Furthermore, a lower bound on the sum capacity is proposed that can be achieved by time division with power control. Finally, inspired by the numerical results, the proposed lower bound is conjectured to be tight.
引用
收藏
页数:23
相关论文
共 50 条
  • [1] ONE-BIT MEMORY RECEIVER FOR CHANNELS WITH MEMORY
    VARSHNEY, PK
    HADDAD, AH
    [J]. IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 1978, 14 (06) : 906 - 911
  • [2] Capacity Region of a One-Bit Quantized Gaussian Multiple Access Channel
    Rassouli, Borzoo
    Varasteh, Morteza
    Gunduz, Deniz
    [J]. 2017 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT), 2017, : 2633 - 2637
  • [3] One-Bit Quantizer Design for Multisensor GLRT Fusion
    Fang, Jun
    Liu, Yumeng
    Li, Hongbin
    Li, Shaoqian
    [J]. IEEE SIGNAL PROCESSING LETTERS, 2013, 20 (03) : 257 - 260
  • [4] A Generalized One-Bit Control System Using a ΔΣ-Quantizer
    Almakhles, Dhafer J.
    Sakthivel, R.
    Swain, Akshya
    Subramaniam, Umashankar
    Almustafa, Khaled
    [J]. IEEE ACCESS, 2019, 7 : 117009 - 117018
  • [5] Capacity Bounds for One-Bit MIMO Gaussian Channels With Analog Combining
    Bernardo, Neil Irwin
    Zhu, Jingge
    Eldar, Yonina C.
    Evans, Jamie
    [J]. IEEE TRANSACTIONS ON COMMUNICATIONS, 2022, 70 (11) : 7224 - 7239
  • [6] Learning to Decode Polar Codes With One-Bit Quantizer
    Gao, Jian
    Niu, Kai
    Dong, Chao
    [J]. IEEE ACCESS, 2020, 8 : 27210 - 27217
  • [7] Convexity of the Capacity of One-Bit Quantized Additive White Gaussian Noise Channels
    Lee, Sungmin
    Min, Moonsik
    [J]. MATHEMATICS, 2022, 10 (22)
  • [8] Distributed Detection over Connected Networks via One-Bit Quantizer
    Zhu, Shengyu
    Chen, Biao
    [J]. 2016 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, 2016, : 1526 - 1530
  • [9] One-bit Quantizer Design for Distributed Estimation under the Minimax Criterion
    Wu, Tao
    Cheng, Qi
    [J]. 2010 IEEE 71ST VEHICULAR TECHNOLOGY CONFERENCE, 2010,
  • [10] One-Bit Soft Forwarding for Network Coded Uplink Channels with Multiple Sources
    Li, Jun
    Lin, Zihuai
    Vucetic, Branka
    Xiao, Ming
    Chen, Wen
    [J]. 2014 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2014, : 5790 - 5795