Frequency Estimation of Sinusoidal Signals in Multiplicative and Additive Noise

被引：15

作者：

Ge, Feng-Xiang ^{[1
]}

Wan, Qun ^{[2
]}

Guo, Lianghao ^{[3
]}

Sun, Bo ^{[1
]}

机构：

[1] Beijing Normal Univ, Coll Informat Sci & Technol, Beijing 100875, Peoples R China

[2] Univ Elect Sci & Technol China, Dept Elect Engn, Chengdu 611731, Peoples R China

[3] Chinese Acad Sci, Inst Acoust, State Key Lab Acoust, Beijing 100190, Peoples R China

来源：

IEEE JOURNAL OF OCEANIC ENGINEERING | 2016年 / 41卷 / 04期

基金：

中国国家自然科学基金;

关键词：

Doppler spreading; local scattering; multiplicative noise; superresolution frequency estimation; OF-ARRIVAL ESTIMATION; MAXIMUM-LIKELIHOOD; LOCAL SCATTERING; ARRAY; LOCALIZATION; VELOCITY; MUSIC; RADAR; DOA;

D O I：

10.1109/JOE.2016.2516420

中图分类号：

TU [建筑科学];

学科分类号：

0813 ;

摘要：

In this paper, frequency estimation of sinusoidal signals in multiplicative and additive noise is addressed. Based on the parametric localization of distributed sources and the minimax theorem, an eigenanalysis-based frequency estimator is proposed. Furthermore, we present processing and analysis for pseudofrequency estimates in the proposed method. Especially, a priori knowledge of multiplicative noise is not required as compared with the distributed signal parameter estimator (DSPE). Monte Carlo experiments are carried out to evaluate performance. Simulation results confirm that the proposed method provides better performance than the nonlinear least squares (NLS) approach and the conventional MUSIC algorithm for separating closely spaced sinusoidal signals in multiplicative and additive noise.

引用

页码：810 / 819

页数：10

共 50 条

[1] Closed-Form Estimator for Frequency Estimation of Complex Sinusoidal Signals in Multiplicative and Additive Noise
Ashkiani, Reza
Mahmoudi, Alimorad
Karimi, Mahmood
Ansari-Asl, Karim
[J]. CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2020, 39 (07) : 3595 - 3609
[2] Closed-Form Estimator for Frequency Estimation of Complex Sinusoidal Signals in Multiplicative and Additive Noise
Reza Ashkiani
Alimorad Mahmoudi
Mahmood Karimi
Karim Ansari-Asl
[J]. Circuits, Systems, and Signal Processing, 2020, 39 : 3595 - 3609
[3] The frequency estimation of harmonic signals embedded in multiplicative and additive noise
FAN Yangyu1
[J]. Chinese Journal of Acoustics, 2002, (03) : 271 - 277
[4] Instantaneous frequency estimation of quadratic FM signals corrupted by multiplicative and additive noise
Barkat, B
[J]. MATHEMATICS IN SIGNAL PROCESSING V, 2002, (71): : 255 - 262
[5] Instantaneous frequency estimation of nonlinear frequency-modulated signals in the presence of multiplicative and additive noise
Barkat, B
[J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2001, 49 (10) : 2214 - 2222
[6] Estimation of the frequency of sinusoidal signals in Laplace noise
Li, Ta-Hsin
Song, Kai-Sheng
[J]. 2007 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY PROCEEDINGS, VOLS 1-7, 2007, : 1786 - +
[7] Bounds on frequency estimation under additive and multiplicative noise
Wang, Z
Abeysekera, SS
[J]. ICICS-PCM 2003, VOLS 1-3, PROCEEDINGS, 2003, : 592 - 596
[8] If estimation of linear FM signals corrupted by multiplicative and additive noise: A time-frequency approach
Barkat, B
Boashash, B
[J]. 2000 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, PROCEEDINGS, VOLS I-VI, 2000, : 661 - 664
[9] Robust Frequency Estimation of Sampled Sinusoidal Signals with Impulsive Noise
Gurubelli, Yogeswara Rao
Koneti, Sandeep
Bollampalli, Ujwala
Kolloju, Spandana
Vempati, Srinivasa Rao
Tipparti, Anil Kumar
[J]. PROCEEDINGS FIFTH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS, MODELLING AND SIMULATION, 2014, : 704 - 707
[10] Performance analysis of a simplified RLS algorithm for the estimation of sinusoidal signals in additive noise
Xiao, YG
Tadokoro, Y
Shida, K
Iwamoto, K
[J]. IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 1998, E81A (08) : 1703 - 1712

← 1 2 3 4 5 →