Blind equalization for chaotic signals based on echo state network and Kalman filter under nonlinear channels

IEEE Communications Letters ◽

10.1109/lcomm.2020.3032587 ◽

2020 ◽

pp. 1-1

Author(s):

Qin Han ◽

Ling Yang ◽

Juan Du ◽

Li Cheng

Keyword(s):

Kalman Filter ◽

Blind Equalization ◽

Echo State Network ◽

Chaotic Signals ◽

Nonlinear Channels

Download Full-text

Extended Kalman Filter Based Echo State Network for Time Series Prediction using MapReduce Framework

2013 IEEE 9th International Conference on Mobile Ad-hoc and Sensor Networks ◽

10.1109/msn.2013.61 ◽

2013 ◽

Author(s):

Chunyang Sheng ◽

Jun Zhao ◽

Henry Leung ◽

Wei Wang

Keyword(s):

Time Series ◽

Kalman Filter ◽

Extended Kalman Filter ◽

Time Series Prediction ◽

Echo State Network ◽

Mapreduce Framework

Download Full-text

Comments on "An aperiodic phenomenon of the extended Kalman filter in filtering noisy chaotic signals"

IEEE Transactions on Signal Processing ◽

10.1109/tsp.2004.837411 ◽

2005 ◽

Vol 53 (1) ◽

pp. 383-384 ◽

Author(s):

C. Pantaleon ◽

A. Souto

Keyword(s):

Kalman Filter ◽

Extended Kalman Filter ◽

Chaotic Signals

Download Full-text

The role of second-order statistics in blind equalization of nonlinear channels

Proceedings of the Tenth IEEE Workshop on Statistical Signal and Array Processing (Cat. No.00TH8496) ◽

10.1109/ssap.2000.870113 ◽

2002 ◽

Author(s):

R. Lopez-Valcarce ◽

S. Dasgupta

Keyword(s):

Order Statistics ◽

Blind Equalization ◽

Second Order ◽

Second Order Statistics ◽

Nonlinear Channels

Download Full-text

Online Blind Equalization for QAM Signals Based on Prediction Principle via Complex Echo State Network

IEEE Communications Letters ◽

10.1109/lcomm.2020.2978393 ◽

2020 ◽

Vol 24 (6) ◽

pp. 1338-1341

Author(s):

Ling Yang ◽

Qin Han ◽

Juan Du ◽

Li Cheng ◽

Qingqing Li ◽

...

Keyword(s):

Blind Equalization ◽

Echo State Network

Download Full-text

Blind equalization of nonlinear channels from second-order statistics

IEEE Transactions on Signal Processing ◽

10.1109/78.969516 ◽

2001 ◽

Vol 49 (12) ◽

pp. 3084-3097 ◽

Author(s):

R. Lopez-Valcarce ◽

S. Dasgupta

Keyword(s):

Order Statistics ◽

Blind Equalization ◽

Second Order ◽

Second Order Statistics ◽

Nonlinear Channels

Download Full-text

Convergence Analysis of the Unscented Kalman Filter for Filtering Noisy Chaotic Signals

2007 IEEE International Symposium on Circuits and Systems ◽

10.1109/iscas.2007.377916 ◽

2007 ◽

Author(s):

Jiuchao Feng ◽

Hongjuan Fan ◽

Chi K. Tse

Keyword(s):

Kalman Filter ◽

Convergence Analysis ◽

Unscented Kalman Filter ◽

Chaotic Signals

Download Full-text

Blind equalization of nonlinear channels using a tensor decomposition with code/space/time diversities

Signal Processing ◽

10.1016/j.sigpro.2008.07.016 ◽

2009 ◽

Vol 89 (2) ◽

pp. 133-143 ◽

Author(s):

Alain Y. Kibangou ◽

Gérard Favier

Keyword(s):

Blind Equalization ◽

Tensor Decomposition ◽

Nonlinear Channels

Download Full-text

Visual state estimation using self-tuning Kalman filter and echo state network

2008 IEEE International Conference on Robotics and Automation ◽

10.1109/robot.2008.4543322 ◽

2008 ◽

Author(s):

Chi-Yi Tsai ◽

Xavier Dutoit ◽

Kai-Tai Song ◽

Hendrik Van Brussel ◽

Marnix Nuttin

Keyword(s):

Kalman Filter ◽

State Estimation ◽

Echo State Network ◽

Download Full-text

Unscented Kalman Filter-Trained MRAN Equalizer for Nonlinear Channels

Neural Information Processing - Lecture Notes in Computer Science ◽

10.1007/11893257_63 ◽

2006 ◽

pp. 560-567

Author(s):

Ye Zhang ◽

Jianhua Wu ◽

Guojin Wan ◽

Yiqiang Wu

Keyword(s):

Kalman Filter ◽

Unscented Kalman Filter ◽

Nonlinear Channels

Download Full-text

Joint blind equalization of PDL and RSOP using extended Kalman filter algorithm in stokes vector direct detection system

Eleventh International Conference on Information Optics and Photonics (CIOP 2019) ◽

10.1117/12.2550062 ◽

2019 ◽

Author(s):

Xue Mao ◽

Yanfu Yang ◽

Qian Xiang ◽

Juntao Cao ◽

Qun Zhang ◽

...

Keyword(s):

Kalman Filter ◽

Extended Kalman Filter ◽

Direct Detection ◽

Detection System ◽

Blind Equalization ◽

Stokes Vector ◽

Kalman Filter Algorithm

Download Full-text