Short-term prediction algorithm of air target track based on residual correction CNN-BiLSTM

Short-term prediction algorithm of air target track based on residual correction CNN-BiLSTM

To solve the problem of low track prediction accuracy caused by the limitations of deep learning and the cumulative error generated by recursive prediction strategies, a short-term prediction algorithm for air target tracks based on residual correction CNN-BiLSTM was proposed. Firstly, a convolution...

Full description

Bibliographic Details
Main Author:	WANG Shuo, WU Nan, HUANG Jie, WANG Jiantao
Format:	Article
Language:	zho
Published:	Editorial Office of Command Control and Simulation 2024-02-01
Series:	Zhihui kongzhi yu fangzhen
Subjects:	residual correction\|cnn-bilstm\|short-term prediction\|arima
Online Access:	https://www.zhkzyfz.cn/fileup/1673-3819/PDF/1708501833680-1260337552.pdf

Similar Items

Prediction of Battery SOH by CNN-BiLSTM Network Fused with Attention Mechanism
by: Shuo Sun, et al.
Published: (2022-06-01)

A CNN-BiLSTM Deep Learning Model for Automatic Scoring of EEG Signals
by: ElMoaqet Hisham, et al.
Published: (2023-09-01)

Research on sentiment classification for netizens based on the BERT-BiLSTM-TextCNN model
by: Xuchu Jiang, et al.
Published: (2022-06-01)

Stock Price Prediction Using CNN-BiLSTM-Attention Model
by: Jilin Zhang, et al.
Published: (2023-04-01)

Text Sentiment Analysis of Douban Film Short Comments Based on BERT-CNN-BiLSTM-Att Model
by: Aixiang He, et al.
Published: (2024-01-01)

Aspect Based Sentiment Analysis With Feature Enhanced Attention CNN-BiLSTM
by: Wei Meng, et al.
Published: (2019-01-01)

Neural Feedback Text Clustering With BiLSTM-CNN-Kmeans
by: Yang Fan, et al.
Published: (2018-01-01)

Remaining Useful Life Prediction of Milling Cutters Based on CNN-BiLSTM and Attention Mechanism
by: Lei Nie, et al.
Published: (2022-10-01)

Improving Accuracy using The ASERLU layer in CNN-BiLSTM Architecture on Sentiment Analysis
by: Sandi Hermawan, et al.
Published: (2021-10-01)

Short-Term Stock Correlation Forecasting Based on CNN-BiLSTM Enhanced by Attention Mechanism
by: An Luo, et al.
Published: (2024-01-01)

Human Activity Recognition Based on Residual Network and BiLSTM
by: Yong Li, et al.
Published: (2022-01-01)

A CNN–BiLSTM Architecture for Macroeconomic Time Series Forecasting
by: Alessio Staffini
Published: (2023-06-01)

A Novel DE-CNN-BiLSTM Multi-Fusion Model for EEG Emotion Recognition
by: Fachang Cui, et al.
Published: (2022-02-01)

Modeling and structural optimization design of switched reluctance motor based on fusing attention mechanism and CNN-BiLSTM
by: Yanyuan Wang, et al.
Published: (2023-10-01)

Real-time load forecasting model for the smart grid using bayesian optimized CNN-BiLSTM
by: Daohua Zhang, et al.
Published: (2023-05-01)

RUL prediction of lithium ion battery based on CEEMDAN-CNN BiLSTM model
by: Xifeng Guo, et al.
Published: (2023-10-01)

PLS-CNN-BiLSTM: An End-to-End Algorithm-Based Savitzky–Golay Smoothing and Evolution Strategy for Load Forecasting
by: Mohamed Massaoudi, et al.
Published: (2020-10-01)

Network Intrusion Detection Method Based on CNN-BiLSTM-Attention Model
by: Wei Dai, et al.
Published: (2024-01-01)

New Hybrid Deep Learning Approach Using BiGRU-BiLSTM and Multilayered Dilated CNN to Detect Arrhythmia
by: Md Shofiqul Islam, et al.
Published: (2022-01-01)

PM2.5 Concentration Prediction Based on CNN-BiLSTM and Attention Mechanism
by: Jinsong Zhang, et al.
Published: (2021-07-01)

A C-BiLSTM Approach to Classify Construction Accident Reports
by: Jinyue Zhang, et al.
Published: (2020-08-01)

A WOA-CNN-BiLSTM-based multi-feature classification prediction model for smart grid financial markets
by: Guofeng Ni, et al.
Published: (2023-05-01)

Accurate Capacity Prediction and Evaluation with Advanced SSA-CNN-BiLSTM Framework for Lithium-Ion Batteries
by: Chunsong Lin, et al.
Published: (2024-02-01)

Fault diagnosis method for mine hoisting motor based on VMD and CNN-BiLSTM
by: LI Jingzhao, et al.
Published: (2023-07-01)

A Machine Learning Framework for Enhancing Short-Term Water Demand Forecasting Using Attention-BiLSTM Networks Integrated with XGBoost Residual Correction
by: Shihao Shan, et al.
Published: (2023-10-01)

A Method for Sound Speed Profile Prediction Based on CNN-BiLSTM-Attention Network
by: Zhang Wei, et al.
Published: (2024-02-01)

Towards Automatic Depression Detection: A BiLSTM/1D CNN-Based Model
by: Lin Lin, et al.
Published: (2020-12-01)

Unleashing the power of Bat optimized CNN-BiLSTM model for advanced network anomaly detection: Enhancing security and performance in IoT environments
by: Franciskus Antonius, et al.
Published: (2023-12-01)

Short-term PV power prediction based on meteorological similarity days and SSA-BiLSTM
by: Yikang Li, et al.
Published: (2024-12-01)

An Improved Sap Flow Prediction Model Based on CNN-GRU-BiLSTM and Factor Analysis of Historical Environmental Variables
by: Yane Li, et al.
Published: (2023-06-01)

An Encrypted Speech Retrieval Method Based on Deep Perceptual Hashing and CNN-BiLSTM
by: Qiuyu Zhang, et al.
Published: (2020-01-01)

Application Research of BiLSTM in Cross-Site Scripting Detection
by: CHENG Qiqin, WAN Liang
Published: (2020-08-01)

Self-Attention-Based BiLSTM Model for Short Text Fine-Grained Sentiment Classification
by: Jun Xie, et al.
Published: (2019-01-01)

Stacked-CNN-BiLSTM-COVID: an effective stacked ensemble deep learning framework for sentiment analysis of Arabic COVID-19 tweets
by: Naglaa Abdelhady, et al.
Published: (2024-04-01)

A Novel Remaining Useful Life Prediction Method Based on CEEMDAN-IFTC-PSR and Ensemble CNN/BiLSTM Model for Cutting Tool
by: Lanjun Wan, et al.
Published: (2022-01-01)

Short term power load forecasting based on BES-VMD and CNN-Bi-LSTM method with error correction
by: Nier Wang, et al.
Published: (2023-01-01)

Forecasting PM2.5 Concentration Using a Single-Dense Layer BiLSTM Method
by: Aji Teguh Prihatno, et al.
Published: (2021-07-01)

Energy efficiency optimization and carbon emission reduction targets of resource-based cities based on BiLSTM-CNN-GAN model
by: Qunyan Wan, et al.
Published: (2023-08-01)

Gravity Dam Deformation Prediction Model Based on I-KShape and ZOA-BiLSTM
by: Madiniyeti Jiedeerbieke, et al.
Published: (2024-01-01)

Fusion of transformer and ML-CNN-BiLSTM for network intrusion detection
by: Zelin Xiang, et al.
Published: (2023-07-01)