共 32 条
Fitting Nonlinear Signal Models Using the Increasing-Data Criterion
被引:36
作者:

Li, Jimei
论文数: 0 引用数: 0
h-index: 0
机构:
Jiangnan Univ, Sch Internet Things Engn, Minist Educ, Key Lab Adv Proc Control Light Ind, Wuxi 214122, Jiangsu, Peoples R China Jiangnan Univ, Sch Internet Things Engn, Minist Educ, Key Lab Adv Proc Control Light Ind, Wuxi 214122, Jiangsu, Peoples R China

Ding, Feng
论文数: 0 引用数: 0
h-index: 0
机构:
Jiangnan Univ, Sch Internet Things Engn, Minist Educ, Key Lab Adv Proc Control Light Ind, Wuxi 214122, Jiangsu, Peoples R China Jiangnan Univ, Sch Internet Things Engn, Minist Educ, Key Lab Adv Proc Control Light Ind, Wuxi 214122, Jiangsu, Peoples R China
机构:
[1] Jiangnan Univ, Sch Internet Things Engn, Minist Educ, Key Lab Adv Proc Control Light Ind, Wuxi 214122, Jiangsu, Peoples R China
基金:
中国国家自然科学基金;
关键词:
Signal processing algorithms;
Estimation;
Parameter estimation;
Approximation algorithms;
Stability criteria;
Prediction algorithms;
Noise measurement;
Function approximation;
nonlinear signal;
para- meter estimation;
recursive search;
hierarchical identification;
APPROXIMATION;
ALGORITHM;
D O I:
10.1109/LSP.2022.3177352
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:
To extract important information about the nonlinear signals, this letter makes the utmost of the fitting advantages of Gaussian and polynomial functions, and proposes a nonlinear signal model with broader applications. Then we focus on the parameter estimation issues of the proposed models in the presence of noises. The stability factor recursive algorithm is devised based on the increasing noisy data, which makes full use of the information from the nonlinear signals. Applying the hierarchical identification principle, a two-stage recursive algorithm with higher computational efficiency is developed for the nonlinear signals. The simulation results test the effectiveness of the proposed algorithms from the aspects of estimation accuracy and prediction effect.
引用
收藏
页码:1302 / 1306
页数:5
相关论文
共 32 条
[1]
A Fast, Accurate, and Separable Method for Fitting a Gaussian Function
[J].
Al-Nahhal, Ibrahim
;
Dobre, Octavia A.
;
Basar, Ertugrul
;
Moloney, Cecilia
;
Ikki, Salama
.
IEEE SIGNAL PROCESSING MAGAZINE,
2019, 36 (06)
:157-163

论文数: 引用数:
h-index:
机构:

Dobre, Octavia A.
论文数: 0 引用数: 0
h-index: 0
机构:
Mem Univ, St John, NF, Canada
Polytechn Inst Bucharest, Bucharest, Romania Mem Univ, St John, NF, Canada

Basar, Ertugrul
论文数: 0 引用数: 0
h-index: 0
机构:
Koc Univ, Dept Elect & Elect Engn, Istanbul, Turkey
Istanbul Tech Univ, Istanbul, Turkey Mem Univ, St John, NF, Canada

Moloney, Cecilia
论文数: 0 引用数: 0
h-index: 0
机构:
Mem Univ, St John, NF, Canada
Univ Waterloo, Syst Design Engn, Waterloo, ON, Canada Mem Univ, St John, NF, Canada

论文数: 引用数:
h-index:
机构:
[2]
Semi-Blind Channel Estimation in MIMO Systems With Discrete Priors on Data Symbols
[J].
Al-Shoukairi, Maher
;
Rao, Bhaskar D.
.
IEEE SIGNAL PROCESSING LETTERS,
2022, 29
:51-54

Al-Shoukairi, Maher
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Elect & Comp Engn, San Diego, CA 92122 USA Univ Calif San Diego, Dept Elect & Comp Engn, San Diego, CA 92122 USA

Rao, Bhaskar D.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Elect & Comp Engn, San Diego, CA 92122 USA Univ Calif San Diego, Dept Elect & Comp Engn, San Diego, CA 92122 USA
[3]
Interval Error Correction Auxiliary Model Based Gradient Iterative Algorithms for Multirate ARX Models
[J].
Chen, Jing
;
Ding, Feng
;
Zhu, Quanmin
;
Liu, Yanjun
.
IEEE TRANSACTIONS ON AUTOMATIC CONTROL,
2020, 65 (10)
:4385-4392

Chen, Jing
论文数: 0 引用数: 0
h-index: 0
机构:
Jiangnan Univ, Minist Educ, Key Lab Adv Proc Control Light Ind, Wuxi 214122, Jiangsu, Peoples R China
Jiangnan Univ, Sch Sci, Wuxi 214122, Jiangsu, Peoples R China Jiangnan Univ, Minist Educ, Key Lab Adv Proc Control Light Ind, Wuxi 214122, Jiangsu, Peoples R China

Ding, Feng
论文数: 0 引用数: 0
h-index: 0
机构:
Jiangnan Univ, Minist Educ, Key Lab Adv Proc Control Light Ind, Wuxi 214122, Jiangsu, Peoples R China Jiangnan Univ, Minist Educ, Key Lab Adv Proc Control Light Ind, Wuxi 214122, Jiangsu, Peoples R China

Zhu, Quanmin
论文数: 0 引用数: 0
h-index: 0
机构:
Univ West England, Dept Engn Design & Math, Bristol BS16 1QY, Avon, England Jiangnan Univ, Minist Educ, Key Lab Adv Proc Control Light Ind, Wuxi 214122, Jiangsu, Peoples R China

Liu, Yanjun
论文数: 0 引用数: 0
h-index: 0
机构:
Jiangnan Univ, Minist Educ, Key Lab Adv Proc Control Light Ind, Wuxi 214122, Jiangsu, Peoples R China Jiangnan Univ, Minist Educ, Key Lab Adv Proc Control Light Ind, Wuxi 214122, Jiangsu, Peoples R China
[4]
Real-Time Solution of Time-Varying Yau Filtering Problems via Direct Method and Gaussian Approximation
[J].
Chen, Xiuqiong
;
Shi, Ji
;
Yau, Stephen S-T
.
IEEE TRANSACTIONS ON AUTOMATIC CONTROL,
2019, 64 (04)
:1648-1654

Chen, Xiuqiong
论文数: 0 引用数: 0
h-index: 0
机构:
Tsinghua Univ, Dept Math Sci, Beijing 100084, Peoples R China Tsinghua Univ, Dept Math Sci, Beijing 100084, Peoples R China

Shi, Ji
论文数: 0 引用数: 0
h-index: 0
机构:
Tsinghua Univ, Dept Math Sci, Beijing 100084, Peoples R China Tsinghua Univ, Dept Math Sci, Beijing 100084, Peoples R China

Yau, Stephen S-T
论文数: 0 引用数: 0
h-index: 0
机构:
Tsinghua Univ, Dept Math Sci, Beijing 100084, Peoples R China Tsinghua Univ, Dept Math Sci, Beijing 100084, Peoples R China
[5]
A novel cardiac spectral segmentation based on a multi-Gaussian fitting method for regurgitation murmur identification
[J].
Choi, Samjin
;
Jung, Gyeong Bok
;
Park, Hun-Kuk
.
SIGNAL PROCESSING,
2014, 104
:339-345

Choi, Samjin
论文数: 0 引用数: 0
h-index: 0
机构:
Kyung Hee Univ, Dept Biomed Engn, Coll Med, Seoul 130701, South Korea
Kyung Hee Univ, Healthcare Ind Res Inst, Seoul 130701, South Korea
Kyung Hee Univ, Coll Med, Dept Med Engn, Seoul 130701, South Korea Kyung Hee Univ, Dept Biomed Engn, Coll Med, Seoul 130701, South Korea

Jung, Gyeong Bok
论文数: 0 引用数: 0
h-index: 0
机构:
Kyung Hee Univ, Dept Biomed Engn, Coll Med, Seoul 130701, South Korea
Kyung Hee Univ, Healthcare Ind Res Inst, Seoul 130701, South Korea Kyung Hee Univ, Dept Biomed Engn, Coll Med, Seoul 130701, South Korea

Park, Hun-Kuk
论文数: 0 引用数: 0
h-index: 0
机构:
Kyung Hee Univ, Dept Biomed Engn, Coll Med, Seoul 130701, South Korea
Kyung Hee Univ, Healthcare Ind Res Inst, Seoul 130701, South Korea
Kyung Hee Univ, Coll Med, Dept Med Engn, Seoul 130701, South Korea Kyung Hee Univ, Dept Biomed Engn, Coll Med, Seoul 130701, South Korea
[6]
Recursive Variable Projection Algorithm for a Class of Separable Nonlinear Models
[J].
Gan, Min
;
Guan, Yu
;
Chen, Guang-Yong
;
Chen, C. L. Philip
.
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS,
2021, 32 (11)
:4971-4982

Gan, Min
论文数: 0 引用数: 0
h-index: 0
机构:
Qingdao Univ, Coll Comp Sci & Technol, Qingdao 266071, Peoples R China
Fuzhou Univ, Coll Math & Comp Sci, Fuzhou 350108, Peoples R China Qingdao Univ, Coll Comp Sci & Technol, Qingdao 266071, Peoples R China

Guan, Yu
论文数: 0 引用数: 0
h-index: 0
机构:
Fuzhou Univ, Coll Math & Comp Sci, Fuzhou 350108, Peoples R China Qingdao Univ, Coll Comp Sci & Technol, Qingdao 266071, Peoples R China

Chen, Guang-Yong
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Macau, Fac Sci & Technol, Macau, Peoples R China Qingdao Univ, Coll Comp Sci & Technol, Qingdao 266071, Peoples R China

论文数: 引用数:
h-index:
机构:
[7]
Fitting a Gaussian mixture model to bivariate distributions of monthly river flows and suspended sediments
[J].
Gournelos, T.
;
Kotinas, V
;
Poulos, S.
.
JOURNAL OF HYDROLOGY,
2020, 590

Gournelos, T.
论文数: 0 引用数: 0
h-index: 0
机构:
Natl & Kapodistrian Univ Athens, Dept Geol & Geoenvironm, Sect Geog & Climatol, Athens 15784, Greece Natl & Kapodistrian Univ Athens, Dept Geol & Geoenvironm, Sect Geog & Climatol, Athens 15784, Greece

Kotinas, V
论文数: 0 引用数: 0
h-index: 0
机构:
Natl & Kapodistrian Univ Athens, Dept Geol & Geoenvironm, Sect Geog & Climatol, Athens 15784, Greece Natl & Kapodistrian Univ Athens, Dept Geol & Geoenvironm, Sect Geog & Climatol, Athens 15784, Greece

Poulos, S.
论文数: 0 引用数: 0
h-index: 0
机构:
Natl & Kapodistrian Univ Athens, Dept Geol & Geoenvironm, Sect Geog & Climatol, Athens 15784, Greece Natl & Kapodistrian Univ Athens, Dept Geol & Geoenvironm, Sect Geog & Climatol, Athens 15784, Greece
[8]
Improving Classification of Slow Cortical Potential Signals for BCI Systems With Polynomial Fitting and Voting Support Vector Machine
[J].
Hou, Hui-Rang
;
Meng, Qing-Hao
;
Zeng, Ming
;
Sun, Biao
.
IEEE SIGNAL PROCESSING LETTERS,
2018, 25 (02)
:283-287

Hou, Hui-Rang
论文数: 0 引用数: 0
h-index: 0
机构:
Tianjin Univ, Sch Elect & Informat Engn, Inst Robot & Autonomous Syst, Tianjin Key Lab Proc Measurement & Control, Tianjin 300072, Peoples R China Tianjin Univ, Sch Elect & Informat Engn, Inst Robot & Autonomous Syst, Tianjin Key Lab Proc Measurement & Control, Tianjin 300072, Peoples R China

Meng, Qing-Hao
论文数: 0 引用数: 0
h-index: 0
机构:
Tianjin Univ, Sch Elect & Informat Engn, Inst Robot & Autonomous Syst, Tianjin Key Lab Proc Measurement & Control, Tianjin 300072, Peoples R China Tianjin Univ, Sch Elect & Informat Engn, Inst Robot & Autonomous Syst, Tianjin Key Lab Proc Measurement & Control, Tianjin 300072, Peoples R China

Zeng, Ming
论文数: 0 引用数: 0
h-index: 0
机构:
Tianjin Univ, Sch Elect & Informat Engn, Inst Robot & Autonomous Syst, Tianjin Key Lab Proc Measurement & Control, Tianjin 300072, Peoples R China Tianjin Univ, Sch Elect & Informat Engn, Inst Robot & Autonomous Syst, Tianjin Key Lab Proc Measurement & Control, Tianjin 300072, Peoples R China

Sun, Biao
论文数: 0 引用数: 0
h-index: 0
机构:
Tianjin Univ, Sch Elect & Informat Engn, Inst Robot & Autonomous Syst, Tianjin Key Lab Proc Measurement & Control, Tianjin 300072, Peoples R China Tianjin Univ, Sch Elect & Informat Engn, Inst Robot & Autonomous Syst, Tianjin Key Lab Proc Measurement & Control, Tianjin 300072, Peoples R China
[9]
Improved Baseline Correction Method Based on Polynomial Fitting for Raman Spectroscopy
[J].
Hu, Haibing
;
Bai, Jing
;
Xia, Guo
;
Zhang, Wenda
;
Ma, Yan
.
PHOTONIC SENSORS,
2018, 8 (04)
:332-340

Hu, Haibing
论文数: 0 引用数: 0
h-index: 0
机构:
Hefei Univ Technol, Natl Engn Lab Special Display Technol, Natl Key Lab Adv Display Technol,Minist Educ, Acad Photoelect Technol,Key Lab Special Display T, Hefei 230009, Anhui, Peoples R China Hefei Univ Technol, Natl Engn Lab Special Display Technol, Natl Key Lab Adv Display Technol,Minist Educ, Acad Photoelect Technol,Key Lab Special Display T, Hefei 230009, Anhui, Peoples R China

Bai, Jing
论文数: 0 引用数: 0
h-index: 0
机构:
Hefei Univ Technol, Natl Engn Lab Special Display Technol, Natl Key Lab Adv Display Technol,Minist Educ, Acad Photoelect Technol,Key Lab Special Display T, Hefei 230009, Anhui, Peoples R China Hefei Univ Technol, Natl Engn Lab Special Display Technol, Natl Key Lab Adv Display Technol,Minist Educ, Acad Photoelect Technol,Key Lab Special Display T, Hefei 230009, Anhui, Peoples R China

Xia, Guo
论文数: 0 引用数: 0
h-index: 0
机构:
Hefei Univ Technol, Natl Engn Lab Special Display Technol, Natl Key Lab Adv Display Technol,Minist Educ, Acad Photoelect Technol,Key Lab Special Display T, Hefei 230009, Anhui, Peoples R China Hefei Univ Technol, Natl Engn Lab Special Display Technol, Natl Key Lab Adv Display Technol,Minist Educ, Acad Photoelect Technol,Key Lab Special Display T, Hefei 230009, Anhui, Peoples R China

Zhang, Wenda
论文数: 0 引用数: 0
h-index: 0
机构:
Hefei Univ Technol, Natl Engn Lab Special Display Technol, Natl Key Lab Adv Display Technol,Minist Educ, Acad Photoelect Technol,Key Lab Special Display T, Hefei 230009, Anhui, Peoples R China Hefei Univ Technol, Natl Engn Lab Special Display Technol, Natl Key Lab Adv Display Technol,Minist Educ, Acad Photoelect Technol,Key Lab Special Display T, Hefei 230009, Anhui, Peoples R China

Ma, Yan
论文数: 0 引用数: 0
h-index: 0
机构:
Hefei Univ Technol, Natl Engn Lab Special Display Technol, Natl Key Lab Adv Display Technol,Minist Educ, Acad Photoelect Technol,Key Lab Special Display T, Hefei 230009, Anhui, Peoples R China Hefei Univ Technol, Natl Engn Lab Special Display Technol, Natl Key Lab Adv Display Technol,Minist Educ, Acad Photoelect Technol,Key Lab Special Display T, Hefei 230009, Anhui, Peoples R China
[10]
A Novel High-Performance OSNR Measurement Technique Based on the Polynomial Fitting Function of Signals
[J].
Huang, Zhuili
;
Qiu, Jifang
;
Tian, Ye
;
Li, Yan
;
Guo, Hongxiang
;
Hong, Xiaobin
;
Wang, Cen
;
Wu, Jian
.
JOURNAL OF LIGHTWAVE TECHNOLOGY,
2018, 36 (14)
:3018-3022

Huang, Zhuili
论文数: 0 引用数: 0
h-index: 0
机构:
Beijing Univ Posts & Telecommun, State Key Lab Informat Photon & Opt Commun, Beijing 100876, Peoples R China Beijing Univ Posts & Telecommun, State Key Lab Informat Photon & Opt Commun, Beijing 100876, Peoples R China

Qiu, Jifang
论文数: 0 引用数: 0
h-index: 0
机构:
Beijing Univ Posts & Telecommun, State Key Lab Informat Photon & Opt Commun, Beijing 100876, Peoples R China Beijing Univ Posts & Telecommun, State Key Lab Informat Photon & Opt Commun, Beijing 100876, Peoples R China

Tian, Ye
论文数: 0 引用数: 0
h-index: 0
机构:
Beijing Univ Posts & Telecommun, State Key Lab Informat Photon & Opt Commun, Beijing 100876, Peoples R China Beijing Univ Posts & Telecommun, State Key Lab Informat Photon & Opt Commun, Beijing 100876, Peoples R China

Li, Yan
论文数: 0 引用数: 0
h-index: 0
机构:
Beijing Univ Posts & Telecommun, State Key Lab Informat Photon & Opt Commun, Beijing 100876, Peoples R China Beijing Univ Posts & Telecommun, State Key Lab Informat Photon & Opt Commun, Beijing 100876, Peoples R China

Guo, Hongxiang
论文数: 0 引用数: 0
h-index: 0
机构:
Beijing Univ Posts & Telecommun, State Key Lab Informat Photon & Opt Commun, Beijing 100876, Peoples R China Beijing Univ Posts & Telecommun, State Key Lab Informat Photon & Opt Commun, Beijing 100876, Peoples R China

Hong, Xiaobin
论文数: 0 引用数: 0
h-index: 0
机构:
Beijing Univ Posts & Telecommun, State Key Lab Informat Photon & Opt Commun, Beijing 100876, Peoples R China Beijing Univ Posts & Telecommun, State Key Lab Informat Photon & Opt Commun, Beijing 100876, Peoples R China

Wang, Cen
论文数: 0 引用数: 0
h-index: 0
机构:
Beijing Univ Posts & Telecommun, State Key Lab Informat Photon & Opt Commun, Beijing 100876, Peoples R China Beijing Univ Posts & Telecommun, State Key Lab Informat Photon & Opt Commun, Beijing 100876, Peoples R China

Wu, Jian
论文数: 0 引用数: 0
h-index: 0
机构:
Beijing Univ Posts & Telecommun, State Key Lab Informat Photon & Opt Commun, Beijing 100876, Peoples R China Beijing Univ Posts & Telecommun, State Key Lab Informat Photon & Opt Commun, Beijing 100876, Peoples R China