Full Text:   <2170>

Summary:  <1619>

CLC number: TN911

On-line Access: 2024-08-27

Received: 2023-10-17

Revision Accepted: 2024-05-08

Crosschecked: 2016-09-20

Cited: 0

Clicked: 5995

Citations:  Bibtex RefMan EndNote GB/T7714

 ORCID:

Wei Xia

http://orcid.org/0000-0001-6443-8704

-   Go to

Article info.
Open peer comments

Frontiers of Information Technology & Electronic Engineering  2016 Vol.17 No.10 P.1067-1073

http://doi.org/10.1631/FITEE.1500417


An enhanced mixed modulated Lagrange explicit time delay estimator with noisy input


Author(s):  Wei Xia, Ju-lei Zhu, Wen-ying Jiang, Ling-feng Zhu

Affiliation(s):  School of Electronic Engineering, University of Electronic Science and Technology of China, Chengdu 611731, China; more

Corresponding email(s):   wx@uestc.edu.cn, zjluestc@163.com, jiangwy@yeah.net, zlf1050@outlook.com

Key Words:  Time delay estimation, Adaptive filter, Noisy input, Modulated Lagrange, Unbiased impulse response estimation


Wei Xia, Ju-lei Zhu, Wen-ying Jiang, Ling-feng Zhu. An enhanced mixed modulated Lagrange explicit time delay estimator with noisy input[J]. Frontiers of Information Technology & Electronic Engineering, 2016, 17(10): 1067-1073.

@article{title="An enhanced mixed modulated Lagrange explicit time delay estimator with noisy input",
author="Wei Xia, Ju-lei Zhu, Wen-ying Jiang, Ling-feng Zhu",
journal="Frontiers of Information Technology & Electronic Engineering",
volume="17",
number="10",
pages="1067-1073",
year="2016",
publisher="Zhejiang University Press & Springer",
doi="10.1631/FITEE.1500417"
}

%0 Journal Article
%T An enhanced mixed modulated Lagrange explicit time delay estimator with noisy input
%A Wei Xia
%A Ju-lei Zhu
%A Wen-ying Jiang
%A Ling-feng Zhu
%J Frontiers of Information Technology & Electronic Engineering
%V 17
%N 10
%P 1067-1073
%@ 2095-9184
%D 2016
%I Zhejiang University Press & Springer
%DOI 10.1631/FITEE.1500417

TY - JOUR
T1 - An enhanced mixed modulated Lagrange explicit time delay estimator with noisy input
A1 - Wei Xia
A1 - Ju-lei Zhu
A1 - Wen-ying Jiang
A1 - Ling-feng Zhu
J0 - Frontiers of Information Technology & Electronic Engineering
VL - 17
IS - 10
SP - 1067
EP - 1073
%@ 2095-9184
Y1 - 2016
PB - Zhejiang University Press & Springer
ER -
DOI - 10.1631/FITEE.1500417


Abstract: 
The mixed modulated Lagrange explicit time delay estimation (MMLETDE) algorithm provides an efficient time delay estimation between narrowband or sinusoidal signals. However, it does not explicitly consider the additive measurement noise at the input, which actually exists in practice. Aiming at this issue, an enhanced MMLETDE algorithm is proposed for noisy inputs based on the unbiased impulse response estimation technique, assuming that the noise power ratio is known {a priori}. Simulation results show that for narrowband signals or sinusoids over a wide frequency range, the proposed algorithm with a small filter order performs well in moderate and high noise scenarios.

考虑输入噪声的混合调制拉格朗日明确时延估计改进算法

概要:混合调制拉格朗日明确时延估计(mixed modulated Lagrange explicit time delay estimation, MMLETDE)算法可对窄带信号或正弦信号提供有效的时延估计。然而,该算法未考虑实际存在于输入端的加性观测噪声。针对该问题,本文利用已知噪声功率比,基于无偏脉冲响应估计技术,提出MMLETDE的一种改进算法。仿真结果表明,在中、高噪声场景下,该改进算法以小的滤波器阶数,实现了对窄带信号或较大频率范围内的正弦信号良好的时延估计。

关键词:时延估计;自适应滤波器;噪声输入;调制拉格朗日法;无偏脉冲响应估计

Darkslateblue:Affiliate; Royal Blue:Author; Turquoise:Article

Reference

[1]Benesty, J., Chen, J., Huang, Y., 2004. Time-delay estimation via linear interpolation and cross correlation. IEEE Trans. Speech Audio Process., 12(5):509-519.

[2]Carter, G.C., 1987. Coherence and time delay estimation. Proc. IEEE, 75(2):236-255.

[3]Chakraborty, M., So, H.C., 2007. New adaptive algorithm for delay estimation of sinusoidal signals. IEEE Signal Process. Lett., 14(12):984-987.

[4]Chen, S., Ho, K.C., 2013. Achieving asymptotic efficient performance for squared range and squared range difference localizations. IEEE Trans. Signal Process., 61(11):2836-2849.

[5]Cheng, Z., Tjhung, T.T., 2003. A new time delay estimator based on ETDE. IEEE Trans. Signal Process., 51(7):1859-1869.

[6]Dooley, S.R., Nandi, A.K., 1999. Adaptive subsample time delay estimation using Lagrange interpolators. IEEE Signal Process. Lett., 6(3):65-67.

[7]Jamalabdollahi, M., Zekavat, S., 2015. Time of arrival estimation in wireless sensor networks via OFDMA. Vehicular Technology Conf., p.1-6.

[8]Knapp, C.H., Carter, G.C., 1976. The generalized correlation method for estimation of time delay. IEEE Trans. Acoust. Speech Signal Process., 24(4):320-327.

[9]Li, X., Ma, X., Yan, S., et al., 2012. Super-resolution time delay estimation for narrowband signal. IEEE Proc. Radar Sonar Navig., 6(8):781-787.

[10]Patwari, N., Ash, J.N., Kyperountas, S., et al., 2005. Locating the nodes: cooperative localization in wireless sensor networks. IEEE Signal Process. Mag., 22(4):54-69.

[11]Piersol, A.G., 1981. Time delay estimation using phase data. IEEE Trans. Acoust. Speech Signal Process., 29(3):471-477.

[12]Regalia, P.A., 1994. An unbiased equation error identifier and reduced-order approximations. IEEE Trans. Signal Process., 42(6):1397-1412.

[13]Sadler, B., Kozick, R., 2006. A survey of time delay estimation performance bounds. IEEE Workshop on Sensor Array and Multichannel Processing, p.282-288.

[14]So, H.C., 2001. LMS based algorithm for unbiased FIR filtering with noisy measurements. Electron. Lett., 37(23):1418-1420.

[15]So, H.C., 2002. Noisy input-output system identification approach for time delay estimation. Signal Process., 82(10):1471-1475.

[16]So, H.C., Ching, P.C., 2001. Comparative study of five LMS-based adaptive time delay estimators. IEEE Proc. Radar Sonar Navig., 148(1):9-15.

[17]So, H.C., Ching, P.C., Chan, Y.T., 1994. A new algorithm for explicit adaptation of time delay. IEEE Trans. Signal Process., 42(7):1816-1820.

[18]So, H.C., Ching, P.C., Chan, Y.T., 1995. An improvement to the explicit time delay estimator. Proc. IEEE Int. Conf. on Acoustics, Speech, and Signal Processing, p.3151-3154.

[19]Widrow, B., Steams, S.D., 1985. Adaptive Signal Processing. Prentice-Hall, Inc., Englewood Cliffs, NJ,

[20]Zhong, S., Xia, W., Song, J.X., et al., 2013. Super-resolution time delay estimation in multipath environments using normalized cross spectrum. Int. Conf. on Communications, Circuits and Systems, p.288-291.

[21]Zhong, S., Xia, W., He, Z.S., et al., 2014. Time delay estimation in the presence of clock frequency error. Proc. IEEE Int. Conf. on Acoustics, Speech and Signal Processing, p.2977-2981.

[22]Zhong, S., Xia, W., He, Z.S., 2015. Multipath time delay estimation based on Gibbs sampling under incoherent reception environment. IEICE Trans. Fundam. Electron. Commun. Comput. Sci., E98.A(6):1300-1304.

Open peer comments: Debate/Discuss/Question/Opinion

<1>

Please provide your name, email address and a comment





Journal of Zhejiang University-SCIENCE, 38 Zheda Road, Hangzhou 310027, China
Tel: +86-571-87952783; E-mail: cjzhang@zju.edu.cn
Copyright © 2000 - 2024 Journal of Zhejiang University-SCIENCE