The multi-user detection in code division multiple access with adaptive neuro-fuzzy inference system

被引:0
|
作者
Isik, Yalcin [1 ]
Taspinar, Necmi [1 ]
机构
[1] Erciyes Univ, Dept Elect Engn, Dept Elect, Vocat High Sch, TR-38039 Kayseri, Turkey
关键词
CDMA; multi-user detection; adaptive neuro-fazzy inference system; MAI (multiple access interference); near-far effect;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, multi user detection in Code Division Multiple Access (CDMA) was realized with an adaptive neuro-fuzzy inference system (ANFIS) and the bit error rate (BER) performance was compared with the performances of the matched filter and a neural network receiver. Increment of the number of the active users and the receiving various user signals at the receiver input stage in different power levels in CDMA degrade BER performance of the receiver. The receiver that used ANFIS has a better bit error rate (BER) performance than the neural network receiver's and the training process of the ANFIS is faster than the neural network's.
引用
收藏
页码:1529 / 1542
页数:14
相关论文
共 50 条
  • [41] Multi-user detection in OFDM space time block code for high rate uplink application
    Syed, MJ
    Meghdadi, V
    Ferré, G
    Cances, JP
    Dumas, JM
    Khani, GRM
    2005 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE, VOLS 1-4: WCNC 2005: BROADBAND WIRELESS FOR THE MASSES READY FOR TAKE-OFF., 2005, : 438 - 443
  • [42] Adaptive mobile multicarrier code division multiple access optical wireless systems employing a beam clustering method and diversity detection
    Alsaadi, F. E.
    Elmirghani, J. M. H.
    IET OPTOELECTRONICS, 2010, 4 (03) : 95 - 112
  • [43] Dynamic Adaptive Compressive Sensing-Based Multi-User Detection in Uplink URLLC
    Xiao, Jiali
    Deng, Gang
    Nie, Gaofeng
    Tian, Hui
    Jin, Jin
    2018 IEEE 29TH ANNUAL INTERNATIONAL SYMPOSIUM ON PERSONAL, INDOOR AND MOBILE RADIO COMMUNICATIONS (PIMRC), 2018,
  • [44] Chip-level detection in optical frequency hopping code division multiple access
    Ichiki, Shoji
    Ohtsuki, Tomoaki
    IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 2006, E89A (07) : 2056 - 2062
  • [45] A modified blind adaptive MMSE multi-user detection in antenna array CDMA systems
    Xu, Y. P.
    Jin, X. F.
    Peng, C. Z.
    Ha, L. Q.
    Li, Y. F.
    Bidleman, T. F.
    2008 PROCEEDINGS OF INFORMATION TECHNOLOGY AND ENVIRONMENTAL SYSTEM SCIENCES: ITESS 2008, VOL 3, 2008, : 285 - 289
  • [46] RLS and LMS blind adaptive multi-user detection method and comparison in acoustic communication
    WANG Zhongqiu
    WANG Hongru
    MENG Qingming
    Instrumentation, 2015, 2 (02) : 47 - 54
  • [47] Adaptive beam-forming with interference suppression and multi-user detection in satellite systems with terrestrial reuse of frequencies
    Zheng, DM
    Karabinis, PD
    VTC2005-FALL: 2005 IEEE 62ND VEHICULAR TECHNOLOGY CONFERENCE, 1-4, PROCEEDINGS, 2005, : 2637 - 2641
  • [48] Quantum-Aided Multi-User Transmission in Non-Orthogonal Multiple Access Systems
    Botsinis, Panagiotis
    Alanis, Dimitrios
    Babar, Zunaira
    Hung Viet Nguyen
    Chandra, Daryus
    Ng, Soon Xin
    Hanzo, Lajos
    IEEE ACCESS, 2016, 4 : 7402 - 7424
  • [49] Multi-user receivers for a multiple-access system based on chaotic sequences on unknown asynchronous frequency-selective channels
    Coulon, Martial
    Roviras, Diniel
    SIGNAL PROCESSING, 2010, 90 (02) : 587 - 598
  • [50] Research and Simulation on the Performance of Multi-User Detection for MC-CDMA System
    Wu, Xingpei
    Wang, Qiong
    Cai, Xibiao
    Li, Meng
    INTERNATIONAL JOURNAL OF FUTURE GENERATION COMMUNICATION AND NETWORKING, 2015, 8 (02): : 59 - 72