Distributed detection with feedback and optimal fusion

被引:0
|
作者
Guan, Jian [1 ]
He, You [1 ]
Peng, Ying-Ning [1 ]
机构
[1] Tsinghua Univ, Beijing, China
关键词
Error analysis - Feedback control - Image sensors - Optimization - Probability distributions - Radar theory - Signal detection - Signal filtering and prediction;
D O I
暂无
中图分类号
学科分类号
摘要
A distributed detection scheme with feedback is proposed. The optimal fusion rule of minimizing the global error probability is derived. The analytic expressions of the global false alarm probability and global miss probability are obtained. It is proved that the performances of the new scheme converge with the increased stage of feedback. An example shows that the global performance possesses good convergence property and it is improved significantly.
引用
收藏
页码:151 / 154
相关论文
共 50 条
  • [21] Performance analysis for distributed track fusion with feedback
    Zhu, YM
    Zhao, J
    Zhang, KS
    Li, XR
    You, ZS
    PROCEEDINGS OF THE 3RD WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-5, 2000, : 2933 - 2936
  • [22] Power Allocation for Distributed Detection Systems in Wireless Sensor Networks With Limited Fusion Center Feedback
    Guo, Xiaoxi
    He, Yuanyuan
    Atapattu, Saman
    Dey, Subhrakanti
    Evans, Jamie S.
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2018, 66 (10) : 4753 - 4766
  • [23] Distributed design of optimal structured feedback gains
    Hassan-Moghaddam, Sepideh
    Jovanovic, Mihailo R.
    2017 IEEE 56TH ANNUAL CONFERENCE ON DECISION AND CONTROL (CDC), 2017,
  • [24] OPTIMAL FEEDBACK SOLUTIONS FOR A CLASS OF DISTRIBUTED SYSTEMS
    KHATRI, HC
    GOODSON, RE
    JOURNAL OF BASIC ENGINEERING, 1966, 88 (02): : 337 - &
  • [25] Optimal binary distributed detection
    Shi, W
    Sun, TW
    Wesel, RD
    2000 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, PROCEEDINGS, 2000, : 437 - 437
  • [26] Optimal binary distributed detection
    Shi, Wei
    Sun, Thomas W.
    Wesel, Richard D.
    Conference Record of the Asilomar Conference on Signals, Systems and Computers, 1999, 1 : 675 - 679
  • [27] A NOTE ON THE ASYMPTOTICS OF DISTRIBUTED DETECTION WITH FEEDBACK
    SHALABY, HMH
    PAPAMARCOU, A
    IEEE TRANSACTIONS ON INFORMATION THEORY, 1993, 39 (02) : 633 - 640
  • [28] Globally optimal distributed Kalman filtering fusion
    SHEN XiaoJing
    Science China(Information Sciences), 2012, 55 (03) : 512 - 529
  • [29] Optimal Distributed Estimation Fusion with Compressed Data
    Duan, Zhansheng
    Li, X. Rong
    FUSION: 2009 12TH INTERNATIONAL CONFERENCE ON INFORMATION FUSION, VOLS 1-4, 2009, : 563 - 570
  • [30] Globally optimal distributed Kalman filtering fusion
    XiaoJing Shen
    YingTing Luo
    YunMin Zhu
    EnBin Song
    Science China Information Sciences, 2012, 55 : 512 - 529