Fast hierarchical searching algorithm for real time location tracking with maximum likelihood estimation

被引：0
|
作者：
Matsumoto, K [1 ]
Hattori, T [1 ]
机构：
[1] Sophia Univ, Dept Elect Engn, Tokyo 102, Japan
来源：
VTC2005-SPRING: 2005 IEEE 61ST VEHICULAR TECHNOLOGY CONFERENCE, VOLS 1-5, PROCEEDINGS | 2005年
关键词：
component; hierarchical searching; maximum likelihood function; location estimation; wireless;
D O I：
暂无
中图分类号：
TN [电子技术、通信技术];
学科分类号：
0809 ;
摘要：
The maximum likelihood method is a promising technology for the calculation method of location estimation of the MSs (Mobile Station) in a designed area. Generally it requires a large computation to find a location when using the maximum likelihood calculation in the designated area. This paper proposes Fast Hierarchical Searching Algorithm which reduced the number of calculation. And we clarify validity in a computer simulation. The optimum hierarchical number is derived in a closed form for the rectangular area. Example illustrates that original mesh size of 257x257, the calculation is reduced to 175, which corresponds to 1/377.
引用
收藏
页码：2820 / 2824
页数：5
相关论文
共 50 条
  • [21] Fast algorithm for maximum likelihood modulation classification
    Jin, Xiao-Yan
    Zhou, Xi-Yuan
    Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2013, 35 (03): : 615 - 618
  • [22] A FAST LOCAL MAXIMUM-LIKELIHOOD ESTIMATOR FOR TIME-DELAY ESTIMATION
    ABATZOGLOU, TJ
    IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1986, 34 (02): : 375 - 378
  • [23] Finite-Sample Maximum Likelihood Estimation of Location
    Gupta, Shivam
    Lee, Jasper C. H.
    Price, Eric
    Valiant, Paul
    ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 35 (NEURIPS 2022), 2022,
  • [24] LOCATION AND SPECTRUM ESTIMATION BY APPROXIMATE MAXIMUM-LIKELIHOOD
    BOHME, JF
    ADVANCED ALGORITHMS AND ARCHITECTURES FOR SIGNAL PROCESSING IV, 1989, 1152 : 326 - 337
  • [25] A 2-step algorithm for the estimation of time-varying single particle tracking models using Maximum Likelihood
    Godoy, Boris, I
    Lin, Ye
    Aguero, Juan C.
    Andersson, Sean B.
    2019 12TH ASIAN CONTROL CONFERENCE (ASCC), 2019, : 1078 - 1083
  • [26] A Fast Searching Algorithm for Real-time Sound Source Localization
    Jung, Chen-Hsuan
    Liu, Ru-Feng
    Lian, Kuang-Yow
    2017 56TH ANNUAL CONFERENCE OF THE SOCIETY OF INSTRUMENT AND CONTROL ENGINEERS OF JAPAN (SICE), 2017, : 1413 - 1416
  • [27] Fast algorithm for real-time torque estimation
    Stotsky, A.
    INTERNATIONAL JOURNAL OF ENGINE RESEARCH, 2008, 9 (03) : 239 - 247
  • [28] A FAST MAXIMUM-LIKELIHOOD ALGORITHM FOR FREQUENCY ESTIMATION OF A SINUSOID BASED ON NEWTON METHOD
    ABATZOGLOU, TJ
    IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1985, 33 (01): : 77 - 89
  • [29] A Fast Algorithm for Maximum Likelihood Estimation of Mixture Proportions Using Sequential Quadratic Programming
    Kim, Youngseok
    Carbonetto, Peter
    Stephens, Matthew
    Anitescu, Mihai
    JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 2020, 29 (02) : 261 - 273
  • [30] A FAST MAXIMUM-LIKELIHOOD-ESTIMATION AND DETECTION ALGORITHM FOR BERNOULLI-GAUSSIAN PROCESSES
    CHI, CY
    IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1987, 35 (11): : 1636 - 1639
12345