Wald tests for direction detection in noise and interference

被引：10

作者：

Li, Wenjuan ^{[1
]}

Tong, Haibo ^{[2
]}

Li, Kai ^{[3
]}

Yang, Yang ^{[4
]}

Liu, Weijian ^{[5
]}

机构：

[1] Changsha Normal Univ, Changsha 410100, Hunan, Peoples R China

[2] Air Force Engn Univ, Sch Informat & Nav, Xian 710077, Shaanxi, Peoples R China

[3] Wuhan Univ, Sch Elect Informat, Wuhan 430072, Hubei, Peoples R China

[4] Mil Representat Off Stationed 720 Factory, Nanjing 210038, Jiangsu, Peoples R China

[5] Wuhan Elect Informat Inst, Wuhan 430019, Hubei, Peoples R China

来源：

MULTIDIMENSIONAL SYSTEMS AND SIGNAL PROCESSING | 2018年 / 29卷 / 04期

基金：

中国国家自然科学基金;

关键词：

Adaptive detection; Constant false alarm rate; Multichannel signal detection; Wald test; ADAPTIVE RADAR DETECTION; PARTIALLY HOMOGENEOUS ENVIRONMENT; PLUS STRUCTURED INTERFERENCE; DISTRIBUTED TARGETS; RAO TEST; SUBSPACE INTERFERENCE; UNIFYING FRAMEWORK; GAUSSIAN CLUTTER; SIGNAL-DETECTION; PART I;

D O I：

10.1007/s11045-017-0517-5

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

In this paper, we consider the problem of detecting a distributed target in unknown disturbance. The signals reflected by the target are assumed to come from the same direction. However, the exact direction is unknown and yet the signal steering vector lies in a known subspace. The disturbance consists of colored noise and deterministic interference. The interference belongs to a known subspace, linearly independent on the signal subspace. We derive the one-step Wald test and two-step Wald test. Numerical examples show that the proposed detectors can achieve better detection performance than the existing detectors.

引用

页码：1563 / 1577

页数：15

共 37 条

[1]

[Anonymous], 2002, DETECTION ESTIMATI 4

[2] Direction detector for distributed targets in unknown noise and interference [J].

Bandiera, F. ;

Besson, O. ;

Ricci, G. .

ELECTRONICS LETTERS, 2013, 49 (01) :68-69

[3] Adaptive radar detection of distributed targets in homogeneous and partially homogeneous noise plus subspace interference [J].

Bandiera, Francesco ;

De Maio, Antonio ;

Greco, Antonio Stefano ;

Ricci, Giuseppe .

IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2007, 55 (04) :1223-1237

[4] GLRT-based direction detectors in homogeneous noise and subspace interference [J].

Bandiera, Francesco ;

Besson, Olivier ;

Orlando, Danilo ;

Ricci, Giuseppe ;

Scharf, Louis L. .

IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2007, 55 (06) :2386-2394

[5] Adaptive detection of a signal known only to lie on a line in a known subspace, when primary and secondary data are partially homogeneous [J].

Besson, Olivier ;

Scharf, Louis L. ;

Kraut, Shawn .

IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2006, 54 (12) :4698-4705

[6] Adaptive array detection of uncertain rank one waveforms [J].

Bose, S ;

Steinhardt, AO .

IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1996, 44 (11) :2801-2809

[7] A Unifying Framework for Adaptive Radar Detection in Homogeneous Plus Structured Interference-Part I: On the Maximal Invariant Statistic [J].

Ciuonzo, D. ;

De Maio, A. ;

Orlando, D. .

IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2016, 64 (11) :2894-2906

[8] On the Statistical Invariance for Adaptive Radar Detection in Partially Homogeneous Disturbance Plus Structured Interference [J].

Ciuonzo, Domenico ;

De Maio, Antonio ;

Orlando, Danilo .

IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2017, 65 (05) :1222-1234

[9] A Unifying Framework for Adaptive Radar Detection in Homogeneous Plus Structured Interference-Part II: Detectors Design [J].

Ciuonzo, Domenico ;

De Maio, Antonio ;

Orlando, Danilo .

IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2016, 64 (11) :2907-2919

[10] ASYMPTOTICALLY OPTIMUM RADAR DETECTION IN COMPOUND-GAUSSIAN CLUTTER [J].

CONTE, E ;

LOPS, M ;

RICCI, G .

IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 1995, 31 (02) :617-625

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