Estimate the Frequency of Harmonic using the Root-MUSIC Algorithm

被引：0

作者：

Yang, Shiyong ^{[1
]}

Tan, Xiaorong ^{[1
]}

Wang, Yanqing ^{[2
]}

机构：

[1] Jiujiang Univ, Sch Elect Engn, Jiujiang, Peoples R China

[2] Wuzhou Univ, Coll Mech & Mat Engn, Wuzhou, Peoples R China

来源：

2017 10TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, BIOMEDICAL ENGINEERING AND INFORMATICS (CISP-BMEI) | 2017年

基金：

中国国家自然科学基金;

关键词：

root-MUSIC; Frequency estimation; multiplicative noise; frequency resolution; MULTIPLICATIVE NOISE; PERFORMANCE ANALYSIS; ADDITIVE NOISE;

D O I：

暂无

中图分类号：

R318 [生物医学工程];

学科分类号：

0831 ;

摘要：

Estimating the frequency of harmonics with multiplicative and additive noise is encountered generally in many sciences and engineering applications. To conquer the Rayleigh resolution limit of the cyclic statistics method and improve the frequency resolution, this paper presents a new root-MUSIC based method for the frequency estimation of harmonics contaminated by multiplicative noise. The frequency resolution of the presented method is high. The presented method dispense with the peak searching. The effectiveness of the presented method is demonstrated by simulation results.

引用

页数：5

共 16 条

[1] ON ESTIMATING THE FREQUENCY OF A SINUSOID IN AUTOREGRESSIVE MULTIPLICATIVE NOISE [J].

BESSON, O ;

CASTANIE, F .

SIGNAL PROCESSING, 1993, 30 (01) :65-83

[2] Induction Motor Bearing Fault Analysis Using a Root-MUSIC Method [J].

Boudinar, Ahmed Hamida ;

Benouzza, Noureddine ;

Bendiabdellah, Azeddine ;

Khodja, Mohammed-El-Amine .

IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2016, 52 (05) :3851-3860

[3] Harmonic retrieval in the presence of non-circular Gaussian multiplicative noise: performance bounds [J].

Ciblat, P ;

Ghogho, M ;

Forster, P ;

Larzabal, P .

SIGNAL PROCESSING, 2005, 85 (04) :737-749

[4] ASYMPTOTIC THEORY OF MIXED TIME AVERAGES AND KTH-ORDER CYCLIC-MOMENT AND CUMULANT STATISTICS [J].

DANDAWATE, AV ;

GIANNAKIS, GB .

IEEE TRANSACTIONS ON INFORMATION THEORY, 1995, 41 (01) :216-232

[5] Frequency estimation in the presence of Doppler spread: Performance analysis [J].

Ghogho, M ;

Swami, A ;

Durrani, TS .

IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2001, 49 (04) :777-789

[6] HARMONICS IN MULTIPLICATIVE AND ADDITIVE NOISE - PARAMETER-ESTIMATION USING CYCLIC STATISTICS [J].

GIANNAKIS, GB ;

ZHOU, GT .

IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1995, 43 (09) :2217-2221

[7] Stochastic Framework for Evaluating the Effect of Displaced Antenna Elements on DOA Estimation [J].

Inghelbrecht, Veronique ;

Verhaevert, Jo ;

Van Hecke, Tanja ;

Rogier, Hendrik ;

Moeneclaey, Marc ;

Bruneel, Herwig .

IEEE ANTENNAS AND WIRELESS PROPAGATION LETTERS, 2017, 16 :262-265

[8] A Modified MUSIC Algorithm for Direction of Arrival Estimation in the Presence of Antenna Array Manifold Mismatch [J].

Kintz, Andrew L. ;

Gupta, Inder J. .

IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 2016, 64 (11) :4836-4847

[9] PERFORMANCE ANALYSIS OF ROOT-MUSIC [J].

RAO, BD ;

HARI, KVS .

IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1989, 37 (12) :1939-1949

[10] MULTIPLE EMITTER LOCATION AND SIGNAL PARAMETER-ESTIMATION [J].

SCHMIDT, RO .

IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 1986, 34 (03) :276-280

← 1 2 →