Estimating the number of signals and signal resolution

被引：3

作者：

Gu, HJ ^{[1
]}

机构：

[1] Louisiana Tech Univ, Coll Engn & Sci, Dept Math & Stat, Ruston, LA 71272 USA

来源：

IEEE TRANSACTIONS ON SIGNAL PROCESSING | 1998年 / 46卷 / 08期

关键词：

information criteria; model selection;

D O I：

10.1109/78.705462

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

The nested likelihood ratios are shown to be asymptotically independent and sufficient for estimating the number of signals and to implement resolutions of superimposed signals into individual signals. As a result, estimating the number of signals can be reduced to a sequence of independent and simple.tests. The procedure suggests an engineering sense that estimating the number of signals is based on complete resolutions of multiple signals. Simulations for estimating the number of overlapping echoes are given for illustration.

引用

页码：2267 / 2270

页数：4

共 50 条

[1] On estimating the number of signals
Yang, Jie
Chen, Pinyuen
Wu, Tiee-Jian
2007 IEEE ANTENNAS AND PROPAGATION SOCIETY INTERNATIONAL SYMPOSIUM, VOLS 1-12, 2007, : 1028 - +
[2] RESOLUTION OF THE UNKNOWN NUMBER OF SIGNALS
FALKOVICH, SE
KONOVALOV, LN
RADIOTEKHNIKA I ELEKTRONIKA, 1982, 27 (01): : 92 - 97
[3] Estimating the upper limit of the number of signals
Chen, PY
SIGNAL PROCESSING, 2003, 83 (10) : 2265 - 2277
[4] RESOLUTION OF AN UNKNOWN NUMBER OF SIGNALS.
Fal'Kovich, S.Ye.
Konovalov, L.N.
Radio Engineering and Electronic Physics (English translation of Radiotekhnika i Elektronika), 1982, 27 (01): : 86 - 91
[5] Estimating the number of signals of the damped exponential models
Kundu, D
Mitra, A
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2001, 36 (02) : 245 - 256
[6] ESTIMATING THE NUMBER OF SIGNALS IN THE PRESENCE OF NONUNIFORM NOISE
Diversi, Roberto
Guidorzi, Roberto
Soverini, Umberto
2014 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2014,
[7] Estimating the number of signals in the presence of white noise
Kundu, D
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2000, 90 (01) : 57 - 68
[8] Joint estimating of the number and frequencies of multiple signals
Vagapov, A.M.
Urazgil'diev, I.R.
Problemy Upravleniya I Informatiki (Avtomatika), 1996, (05): : 93 - 98
[9] Estimating the number of signals in presence of colored noise
Chen, PY
Genello, GJ
Wicks, MC
PROCEEDINGS OF THE IEEE 2004 RADAR CONFERENCE, 2004, : 432 - 437
[10] A selection procedure for estimating the number of signal components
Chen, PY
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2002, 105 (02) : 299 - 311

← 1 2 3 4 5 →