兰州大学机构库

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Blind Equalization for Chaotic Signals Based on Echo State Network and Kalman Filter under Nonlinear Channels 期刊论文
IEEE Communications Letters, 2021, 卷号: 25, 期号: 2, 页码: 589-592
Authors:  Han, Qin;  Yang, L(杨凌);  Du, J(杜娟);  Cheng, Li
Favorite  |  View/Download:34/0  |  Submit date:2021/04/16
Chaotic systems  Impulse response  Kalman filters  Mean square error  Chaotic map  Chaotic signal  Echo state networks  Faster convergence  Finite-impulse response  Nonlinear channel  Prediction errors  Short term  
Blind Equalization for Chaotic Signals Based on Echo State Network and Kalman Filter Under Nonlinear Channels 期刊论文
IEEE COMMUNICATIONS LETTERS, 2021, 卷号: 25, 期号: 2, 页码: 589-592
Authors:  Han, Qin;  Yang, L(杨凌);  Du, J(杜娟);  Cheng, Li
Favorite  |  View/Download:2/0  |  Submit date:2021/04/16
Blind equalizers  Chaotic communication  Reservoirs  Training  Mathematical model  Kalman filters  Chaotic signals  blind equalization  Kalman filter  echo state network  
A combination approach based on seasonal adjustment method and echo state network for energy consumption forecasting in USA 期刊论文
ENERGY EFFICIENCY, 2020, 卷号: 13, 期号: 7, 页码: 1505-1524
Authors:  Qin, Lan;  Li, WD(李维德)
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Energy consumption prediction  Seasonal adjustment method  Echo state network  Ensemble empirical mode decomposition  Grasshopper optimization algorithm  
A combined model based on SSA, neural networks, and LSSVM for short-term electric load and price forecasting 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2020
Authors:  Zhang, Hairui;  Yang, Y(杨裔);  Zhang, Yu;  He, Zhaoshuang;  Yuan, Wei;  Yang, Yong;  Qiu, Wan;  Li, L(李廉)
Favorite  |  View/Download:27/0  |  Submit date:2020/08/29
Power load and price forecasting  Jordan neural network  ESN network  LSSVM  Singular spectrum analysis  
A novel combined model based on echo state network - a case study of PM10 and PM2.5 prediction in China 期刊论文
ENVIRONMENTAL TECHNOLOGY, 2020, 卷号: 41, 期号: 15, 页码: 1937-1949
Authors:  Zhang, Hairui;  Shang, Zhihao;  Song, Yanru;  He, Zhaoshuang;  Li, L(李廉)
Favorite  |  View/Download:18/0  |  Submit date:2020/07/13
PM10 and PM2  5S  machine learning  neural network model  Elman  PSO  ESN  SACBP  
A novel combined model based on echo state network–a case study of PM10 and PM2.5 prediction in China 期刊论文
Environmental Technology (United Kingdom), 2020, 卷号: 41, 期号: 15, 页码: 1937-1949
Authors:  Zhang, Hairui;  Shang, Zhihao;  Song, Yanru;  He, Zhaoshuang;  Li, L(李廉)
Favorite  |  View/Download:10/0  |  Submit date:2020/12/16
Backpropagation  Forecasting  Heavy metals  Particle swarm optimization (PSO)  Simulated annealingCombined neural networks  Echo state networks  Environmental quality  Neural network model  Optimal combination  Particulate Matter  Prediction performance  Simulated annealing algorithms  
Online Blind Equalization for QAM Signals Based on Prediction Principle via Complex Echo State Network 期刊论文
IEEE COMMUNICATIONS LETTERS, 2020, 卷号: 24, 期号: 6, 页码: 1338-1341
Authors:  Yang, L(杨凌);  Han, Qin;  Du, J(杜娟);  Cheng, Li;  Li, Qingqing;  Zhao, Aonan
Favorite  |  View/Download:27/0  |  Submit date:2020/07/21
Blind equalizers  Quadrature amplitude modulation  Reservoirs  Prediction algorithms  Neural networks  Mathematical model  Nonlinear distortion  Blind equalization  predictive error filter  complex echo state network  Kalman filter  
Online blind equalization for QAM signals based on prediction principle via complex echo state network 期刊论文
IEEE Communications Letters, 2020, 卷号: 24, 期号: 6, 页码: 1338-1341
Authors:  Yang, L(杨凌);  Han, Qin;  Du, J(杜娟);  Cheng, Li;  Li, Qingqing;  Zhao, Aonan
Favorite  |  View/Download:8/0  |  Submit date:2020/12/16
Blind equalization  Complex networks  Cost functions  Errors  Forecasting  Kalman filters  Mean square errorBlind equalization algorithm  Echo state networks  Faster convergence  Linear prediction error filter  Nonlinear mappings  Online blind equalization algorithms  Prediction errors  Quadrature amplitude modulation signals  
时间序列预测的集成模型研究与应用 学位论文
, 兰州: 兰州大学, 2020
Authors:  何兆爽
Favorite  |  View/Download:17/0  |  Submit date:2021/03/02
时间序列预测  机器学习  集成模型  混合模型  
基于回声状态网络的卫星信道在线盲均衡算法研究 学位论文
, 兰州: 兰州大学, 2020
Authors:  赵膑
Favorite  |  View/Download:18/0  |  Submit date:2021/03/02
回声状态网络  在线盲均衡  卫星信道  递归最小二乘  核方法