IMPLANT LOCALIZATION IN THE HUMAN BODY USING ADAPTIVE LEAST-SQUARES BASED ALGORITHM

被引:0
|
作者
Camlica, Ahmet [1 ]
Fidan, Baris [1 ]
Yavuz, Mustafa [1 ]
机构
[1] Univ Waterloo, Dept Mech & Mechatron Engn, Waterloo, ON N2L 3G1, Canada
关键词
adaptive localization; implant; capsule; time of flight; position estimation;
D O I
暂无
中图分类号
Q6 [生物物理学];
学科分类号
071011 ;
摘要
In this study, we focus on the problem of localizing an implant or a capsule device in the human body by a mobile sensor unit using distance measurements. As a particular distance measurement technique, time of flight (TOF) based approach involving ultra wide-band signals is used, noting the important effects of the medium characteristics for different organs and tissue. We propose a least-squares based adaptive algorithm with forgetting factor to estimate the 3-D location of an implant in the human body. After discussing convergence properties of the proposed localization algorithm, we perform simulations to analyze the transient characteristics of the proposed algorithm. Different white Gaussian noises are added to emulate the TOF measurement noises and environmental disturbances, and it is observed that the proposed algorithm is robust to such noises/disturbances. The algorithm is successful in keeping the estimation error at a very low admissible level.
引用
收藏
页数:9
相关论文
共 50 条
  • [21] AN LS BASED NEW GRADIENT-TYPE ADAPTIVE ALGORITHM - LEAST-SQUARES GRADIENT
    NISHIKAWA, K
    KIYA, H
    IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 1994, E77A (09) : 1417 - 1425
  • [22] Low-Complexity Recursive Least-Squares Adaptive Algorithm Based on Tensorial Forms
    Ficiu, Ionut-Dorinel
    Stanciu, Cristian-Lucian
    Anghel, Cristian
    Elisei-Iliescu, Camelia
    APPLIED SCIENCES-BASEL, 2021, 11 (18):
  • [23] Chirp scaling algorithm using the least-squares approximation
    Ribalta, Angel
    10TH EUROPEAN CONFERENCE ON SYNTHETIC APERTURE RADAR (EUSAR 2014), 2014,
  • [24] Least-squares Halftoning Algorithm Based on Image Segmentation
    He, Zifen
    Zhan, Zhaolin
    Zhang, Yinhui
    INFORMATION TECHNOLOGY APPLICATIONS IN INDUSTRY, PTS 1-4, 2013, 263-266 : 2082 - +
  • [25] Fast algorithm for least-squares based image prediction
    Martchenko, Andrew
    Deng, Guang
    IET IMAGE PROCESSING, 2016, 10 (08) : 582 - 589
  • [26] ADAPTIVE LEAST-SQUARES ESCALATOR ALGORITHMS
    MENG, YC
    YANG, SK
    GONG, ZY
    INTERNATIONAL JOURNAL OF ELECTRONICS, 1989, 66 (06) : 857 - 864
  • [27] THE COMPLEX ADAPTIVE LEAST-SQUARES LATTICE
    HODGKISS, WS
    PRESLEY, JA
    IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1982, 30 (02): : 330 - 333
  • [28] LEAST-SQUARES ALGORITHMS FOR ADAPTIVE EQUALIZERS
    MUELLER, MS
    BELL SYSTEM TECHNICAL JOURNAL, 1981, 60 (08): : 1905 - 1925
  • [29] LEAST-SQUARES LATTICE ALGORITHM FOR ADAPTIVE CHANNEL EQUALIZATION - A SIMPLIFIED DERIVATION
    MCWHIRTER, JG
    SHEPHERD, TJ
    IEE PROCEEDINGS-F RADAR AND SIGNAL PROCESSING, 1983, 130 (06) : 532 - 542
  • [30] AN ADAPTIVE LEAST-SQUARES ALGORITHM FOR THE EFFICIENT TRAINING OF ARTIFICIAL NEURAL NETWORKS
    KOLLIAS, S
    ANASTASSIOU, D
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS, 1989, 36 (08): : 1092 - 1101