Model order selection for multidimensional innovations based detection in airborne radar

被引：2
|
作者：
Castro, J [1 ]
LeBlanc, JP [1 ]
机构：
[1] New Mexico State Univ, Klipsch Sch ECE, Las Cruces, NM 88003 USA
来源：
PROCEEDINGS OF THE 1998 IEEE RADAR CONFERENCE: RADARCON 98 | 1998年
关键词：
D O I：
10.1109/NRC.1998.677991
中图分类号：
V [航空、航天];
学科分类号：
08 ; 0825 ;
摘要：
This paper investigates the model order selection problem for use with the multidimensional autoregressive (MAR) process in airborne radar detection processing which uses an Innovations Based Detection Algorithm (IBDA). Results indicate that a low order model should be used to accurately portray the return signal spectrum. Specifically, this paper investigates the use of the Akaike Information Criterion for model order selection. Examples are included for physically modeled data sets as well as actual radar data sets.
引用
收藏
页码：141 / 146
页数：6
相关论文
共 50 条
  • [21] Doppler parameter estimation of airborne radar based on a novel clutter model
    Xu, J
    Peng, YN
    Wan, Q
    Wan, XT
    Xia, XG
    PROCEEDINGS OF THE IEEE 2004 RADAR CONFERENCE, 2004, : 329 - 332
  • [22] Covariance Matrix Whitening-Based Training Sample Selection Method for Airborne Radar
    Li, Ming
    Sun, Guohao
    Tong, Jun
    He, Zishu
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2021, 18 (04) : 647 - 651
  • [23] Airborne targets detection using weather radar
    Rzewuski, Stanislaw
    Kulpa, Krzysztof
    Gromek, Artur
    2015 Signal Processing Symposium (SPSympo), 2015,
  • [24] Evaluation of an airborne radar turbulence detection algorithm
    Cornman, LB
    Gerding, S
    Meymaris, G
    Williams, J
    10TH CONFERENCE ON AVIATION, RANGE, AND AEROSPACE METEOROLOGY, 2002, : 237 - 240
  • [25] Optimum and decentralized detection for multistatic airborne radar
    Goodman, Nathan A.
    Bruyere, Don
    IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2007, 43 (02) : 806 - 813
  • [26] Synthetic Aperture Radar Target Recognition Based on Multidimensional Sparse Model
    He, Zhiqiang
    Xiao, Huaitie
    Liu, Rang
    2018 3RD INTERNATIONAL CONFERENCE ON COMMUNICATION, IMAGE AND SIGNAL PROCESSING, 2019, 1169
  • [27] Range-based Radar Model Structure Selection
    Jansson, Andreas
    Elvander, Filip
    Almers, Peter
    Jakobsson, Andreas
    28TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO 2020), 2021, : 2269 - 2273
  • [28] A weather signal detection algorithm based on EVD in elevation for airborne weather radar
    Wang, Yu
    Wu, Di
    Yu, Qinghao
    Zhu, Daiyin
    Meng, Fanwang
    DIGITAL SIGNAL PROCESSING, 2021, 116
  • [29] Ground and airborne target detection with bistatic adaptive space-based radar
    Fante, RL
    PROCEEDINGS OF THE 1999 IEEE RADAR CONFERENCE: RADAR INTO THE NEXT MILLENNIUM, 1999, : 7 - 11
  • [30] Multidimensional selection model for classification
    2005 7TH INTERNATIONAL CONFERENCE ON INFORMATION FUSION (FUSION), VOLS 1 AND 2, 2005, : 1652 - 1659
12345