Blind Signal Separation Algorithm Based on Bacterial Foraging Optimization

被引：0
|
作者：
Chen, Lei [1 ,2 ]
Zhang, Liyi [1 ,2 ]
Liu, Ting [1 ,2 ]
Li, Qiang [1 ]
机构：
[1] Tianjin Univ, Sch Elect Informat Engn, Tianjin 300072, Peoples R China
[2] Tianjin Univ Commerce, Sch Informat Engn, Tianjin 300134, Peoples R China
来源：
2010 THE 3RD INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND INDUSTRIAL APPLICATION (PACIIA2010), VOL V | 2010年
基金：
中国国家自然科学基金;
关键词：
bacterial foraging optimization; blind signal separation; fourth-order cumulant; Givens transform; DISTRIBUTED OPTIMIZATION; BIOMIMICRY;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
A novel blind signal separation algorithm based on bacterial foraging optimization was proposed. Fourth-order cumulant of signal was used as objective function for separation and Givens transform method was used for reducing the number of variables in objective function. The bacterial foraging optimization algorithm was used for optimizing the objective function transformed and source signal could be separated from mixed signal. Simulation results show that the separation algorithm based on bacterial foraging optimization can achieve the blind separation successfully and the separation precision is high.
引用
收藏
页码：227 / 230
页数：4
相关论文
共 50 条
  • [31] Analysis and improvement of the bacterial foraging optimization algorithm
    Dang, J. (Dangjw@mail.lzjtu.cn), 1600, Korean Institute of Information Scientists and Engineers (08):
  • [32] Blind signal separation algorithm based on temporal predictability and differential search algorithm
    Chen, Lei
    Zhang, Li-Yi
    Guo, Yan-Ju
    Huang, Yong
    Liang, Jing-Yi
    Tongxin Xuebao/Journal on Communications, 2014, 35 (06): : 117 - 125
  • [33] Blind Separation Algorithm for Audio Signal Based on Genetic Algorithm and Neural Network
    Li, Dahui
    Diao, Ming
    Dai, Xuefeng
    ISISE 2008: INTERNATIONAL SYMPOSIUM ON INFORMATION SCIENCE AND ENGINEERING, VOL 1, 2008, : 436 - +
  • [34] PCNN Document Segmentation Method Based on Bacterial Foraging Optimization Algorithm
    Liao, Yanping
    Zhang, Peng
    Guo, Qiang
    Wan, Jian
    6TH INTERNATIONAL CONFERENCE ON DIGITAL IMAGE PROCESSING (ICDIP 2014), 2014, 9159
  • [35] Integrated Optimization of Automated Warehouse Based on Improved Bacterial Foraging Algorithm
    Dong, Hai
    Qi, Xin-Na
    Tien Tzu Hsueh Pao/Acta Electronica Sinica, 2021, 49 (05): : 1001 - 1012
  • [36] Application of Adaptive PID Controller Based On Bacterial Foraging Optimization Algorithm
    Wu, Guozhong
    2013 25TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2013, : 2353 - 2356
  • [37] Parametric Optimization Based on Bacterial Foraging Optimization
    Zaruba, Daria
    Zaporozhets, Dmitry
    Kuliev, Elmar
    ARTIFICIAL INTELLIGENCE TRENDS IN INTELLIGENT SYSTEMS, CSOC2017, VOL 1, 2017, 573 : 54 - 63
  • [38] Optimization of Economic Dispatch Using Bacterial Foraging Optimization Algorithm
    Komsiyah, S.
    Suhartono, D.
    Astriyanti, M.
    INTERNATIONAL JOURNAL OF APPLIED MATHEMATICS & STATISTICS, 2015, 53 (05): : 96 - 102
  • [39] Research of EEG signal feature exaction technology based on the blind signal separation algorithm
    2013, International Frequency Sensor Association, 46 Thorny Vineway, Toronto, ON M2J 4J2, Canada (157):
  • [40] Blind Source Separation Algorithm based on modified Bacterial Colony Chemotaxis
    Su, Qiao
    Shen, Yuehong
    Jian, Wei
    Xu, Pengcheng
    FIFTH INTERNATIONAL CONFERENCE ON INTELLIGENT CONTROL AND INFORMATION PROCESSING (ICICIP), 2014, : 354 - 359
12345