Asymptotic performance of reduced-rank linear receivers with principal component filter

被引:1
|
作者
Pan, Guangming [1 ]
Guo, Meihui
Liang, Ying-Chang
机构
[1] Natl Sun Yat Sen Univ, Dept Appl Math, Kaohsiung 804, Taiwan
[2] Inst Infocomm Res, Singapore 119613, Singapore
基金
中国国家自然科学基金;
关键词
large system analysis; principal component filter; random matrix theory; reduced-rank receiver;
D O I
10.1109/TIT.2006.890718
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This correspondence studies the asymptotic performance of output signal-to-interference-plus-noise ratio (SINR) for reduced-rank linear receivers with principal component filter. We prove that for code division multiple access (CDMA) systems with random spreading codes, when the number of users and the spreading gain go to infinity with their ratio being fixed, the output SINR converges to a fixed constant with probability 1, which is consistent with the conjecture made in Honig and Xiao, "Performance of reduced-rank linear suppression," IEEE Trans. Inf. Theory, vol. 47, no. 4, pp. 1928-1946, May 2001.
引用
收藏
页码:1148 / 1151
页数:4
相关论文
共 50 条
  • [1] Performance of reduced-rank linear interference suppression
    Honig, ML
    Xiao, WM
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 2001, 47 (05) : 1928 - 1946
  • [2] Reduced-Rank L1-Norm Principal-Component Analysis With Performance Guarantees
    Kamrani, Hossein
    Asli, Alireza Zolghadr
    Markopoulos, Panos P.
    Langberg, Michael
    Pados, Dimitris A.
    Karystinos, George N.
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2021, 69 : 240 - 255
  • [3] Reduced-rank linear regression
    Stoica, P
    Viberg, M
    [J]. 8TH IEEE SIGNAL PROCESSING WORKSHOP ON STATISTICAL SIGNAL AND ARRAY PROCESSING, PROCEEDINGS, 1996, : 542 - 545
  • [4] Detection performance of the reduced-rank linear predictor ROCKET
    Witzgall, HE
    Goldstein, JS
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2003, 51 (07) : 1731 - 1738
  • [5] Performance of reduced-rank equalization
    Sun, Y
    Honig, ML
    [J]. ISIT: 2002 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, PROCEEDINGS, 2002, : 412 - 412
  • [6] Performance of reduced-rank equalization
    Sun, Yakun
    Honig, Michael L.
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 2006, 52 (10) : 4548 - 4562
  • [7] Performance of linear reduced-rank multistage receivers for DS-CDMA in frequency-selective fading channels
    Wu, SH
    Mitra, U
    Kuo, CCJ
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 2005, 51 (10) : 3493 - 3517
  • [8] Asymptotic Performance Analysis of the Conjugate Gradient Reduced-Rank Adaptive Detector
    Chen, Zhu
    Li, Hongbin
    Rangaswamy, Muralidhar
    [J]. 2013 IEEE RADAR CONFERENCE (RADAR), 2013,
  • [9] Reduced-rank RAKE receivers for asynchronous CDMA signals
    Ozdemir, Ö
    Torlak, M
    [J]. SIGNAL PROCESSING, 2004, 84 (08) : 1385 - 1394
  • [10] Reduced-Rank Linear Dynamical Systems
    She, Qi
    Gao, Yuan
    Xu, Kai
    Chan, Rosa H. M.
    [J]. THIRTY-SECOND AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTIETH INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE / EIGHTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2018, : 4050 - 4057