Weighted Subspace Fitting DOA Estimation Based on Shuffled Frog Leaping Algorithm

被引：0
|
作者：
Zhang, Zhicheng [1 ]
Yu, Xiaohui [1 ]
Sun, Haixin [2 ]
机构：
[1] Jilin Univ, Coll Commun Engn, Changchun 130023, Peoples R China
[2] Changchun Univ, Sch Elect & Informat Engn, Changchun, Peoples R China
来源：
INFORMATION TECHNOLOGY APPLICATIONS IN INDUSTRY II, PTS 1-4 | 2013年 / 411-414卷
关键词：
direction of arrival; subspace fitting; shuffled frog leaping; meta-heuristic; OPTIMIZATION;
D O I：
10.4028/www.scientific.net/AMM.411-414.1049
中图分类号：
TH [机械、仪表工业];
学科分类号：
0802 ;
摘要：
In this paper, shuffled frog leaping algorithm (SFLA) is used to reduce the computation load of weighted subspace fitting (WSF) method for DOA estimation. As a recently proposed meta-heuristic algorithm, SFLA is suitable to solve the nonlinear multimodal optimization problem which WSF method encounters, so it offers an excellent alternative to the conventional methods in WSF-DOA estimation. Thus, the feasibility of SFLA applying to WSF-DOA estimation is analyzed, and its performance is compared with other popular meta-heuristic methods. Simulation results demonstrate that the proposed method is more efficient in computation and statistical performance.
引用
收藏
页码：1049 / +
页数：2
相关论文
共 50 条
  • [21] The Chaos-based Shuffled Frog Leaping Algorithm and Its Application
    Li, Yinghai
    Zhou, Jianzhong
    Yang, Junjie
    Liu, Li
    Qin, Hui
    Yang, Li
    [J]. ICNC 2008: FOURTH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, VOL 1, PROCEEDINGS, 2008, : 481 - 485
  • [22] A Least Random Shuffled Frog-Leaping Algorithm
    Xu, Honglong
    Liu, Gang
    Lu, Minhua
    Mao, Rui
    [J]. FOUNDATIONS OF INTELLIGENT SYSTEMS (ISKE 2013), 2014, 277 : 417 - 425
  • [23] Research on Improved Strategy of Shuffled Frog Leaping Algorithm
    Wang, Zhen
    Zhang, Danhong
    Wang, Biao
    Chen, Wenwen
    [J]. 2019 34RD YOUTH ACADEMIC ANNUAL CONFERENCE OF CHINESE ASSOCIATION OF AUTOMATION (YAC), 2019, : 270 - 273
  • [24] Application of shuffled frog-leaping algorithm on clustering
    Amiri, Babak
    Fathian, Mohammad
    Maroosi, Ali
    [J]. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2009, 45 (1-2): : 199 - 209
  • [25] Application of shuffled frog-leaping algorithm on clustering
    Babak Amiri
    Mohammad Fathian
    Ali Maroosi
    [J]. The International Journal of Advanced Manufacturing Technology, 2009, 45 : 199 - 209
  • [26] A mnemonic shuffled frog leaping algorithm with cooperation and mutation
    Hong-bo Wang
    Ke-peng Zhang
    Xu-yan Tu
    [J]. Applied Intelligence, 2015, 43 : 32 - 48
  • [27] The Research of Data Mining Based on Improved Shuffled Frog Leaping Algorithm
    Wang, Y. T.
    Ku, J. H.
    [J]. PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND INFORMATION TECHNOLOGY (SEIT2015), 2016, : 155 - 160
  • [28] Essential Protein Prediction Based on Shuffled Frog-Leaping Algorithm
    YANG Xiaoqin
    LEI Xiujuan
    ZHAO Jie
    [J]. Chinese Journal of Electronics, 2021, 30 (04) : 704 - 711
  • [29] Control Strategy for a Quadrotor Based on a Memetic Shuffled Frog Leaping Algorithm
    Ammar, Nour Ben
    Rezk, Hegazy
    Bouallegue, Soufiene
    [J]. CMC-COMPUTERS MATERIALS & CONTINUA, 2021, 67 (03): : 4081 - 4100
  • [30] Regular Expression Grouping Optimization Based on Shuffled Frog Leaping Algorithm
    Cai Liangwei
    Yi Haoping
    [J]. 2016 2ND IEEE INTERNATIONAL CONFERENCE ON COMPUTER AND COMMUNICATIONS (ICCC), 2016, : 1111 - 1115
12345