Articles

Articles

International Journal of Network Dynamics and Intelligence

Open AccessArticle

Modeling and Evaluating an Intelligent Health Monitoring System for Detecting Atrial Fibrillation

Petter Nordin, Hossein Fotouhi, Miguel Leon, Oana Cramariuc, Tiberiu Seceleanu, Maryam Vahabi

2026, 5(1): 7. doi: 10.53941/ijndi.2026.100007

51 Downloaded

128 Viewed

Open AccessArticle

Distributed Online Convex Optimization with Long-Term Constraints: No Cumulative Constraint Violation

Difeng Zhang, Shaofu Yang

2026, 5(1): 6. doi: 10.53941/ijndi.2026.100006

22 Downloaded

69 Viewed

Open AccessArticle

Few-Shot Classification Using Ensemble of Multi-Scale Median-Enhanced Features

Chao Yang, Sunjie Zhang, Zhanqiang Liu

2026, 5(1): 5. doi: 10.53941/ijndi.2026.100005

18 Downloaded

72 Viewed

Open AccessArticle

Finite-Horizon H∞ Control for Mobile Robots under Hybrid Cyber Attacks: An Accumulation-Based Event-Triggered Mechanism

Baoye Song, Bingna Sun, Jiqing Zhang

2026, 5(1): 4. doi: 10.53941/ijndi.2026.100004

18 Downloaded

48 Viewed

Open AccessArticle

Tracking Control Problem for Networked Stochastic System with Random Parameter Uncertainties Subject to Parallelly Occurring Deception Attacks

Xianyu Yang, Mingzhi Die, Zhenglong Jiao, Yuqiang Luo

2026, 5(1): 3. doi: 10.53941/ijndi.2026.100003

16 Downloaded

45 Viewed

Open AccessArticle

Recursive Filtering for Complex Networks with Filter-and-Forward Relays Subject to Fading Channels

Qi Li, Minghao Gao

2026, 5(1): 2. doi: 10.53941/ijndi.2026.100002

16 Downloaded

44 Viewed

Open AccessArticle

Event-Based PID Control for Greenhouse Environment

Chun Dong, Yutao Xue, Hua Yang

2026, 5(1): 1. doi: 10.53941/ijndi.2026.100001

27 Downloaded

78 Viewed

Open AccessArticle

COVID-19 Disinformation and Public Perceptions: Empowering Affective Analysis through Large Language Model

Baoyu Zhang, Tao Chen, Weishan Zhang, Mengmeng Sui, Fulong Xu, Liang Han, Fuxiao Qi, Shasha Cui

2025, 4(4): 100029. doi: 10.53941/ijndi.2025.100029

78 Downloaded

185 Viewed

Open AccessArticle

Three-Dimensional Obstacle Avoidance Path Planning for Agricultural UAV Based on Improved Ant Colony Algorithm

Yi Shao, Hua Yang, Ruibo Gao, Fuzhong Li

2025, 4(4): 100028. doi: 10.53941/ijndi.2025.100028

54 Downloaded

150 Viewed

Open AccessArticle

A Review of Deep Learning-Based Power Load Forecasting Methods

Qian Ma, Di Wu, Xin Luo

2025, 4(4): 100027. doi: 10.53941/ijndi.2025.100027

77 Downloaded

292 Viewed

Open AccessArticle

A Novel CEEMD-Based Multichannel Denoising Autoencoder for Noise Attenuation of Surface Microseismic Data

Chuang Guan, Lujia Zheng, Chuang Wang

2025, 4(4): 100026. doi: 10.53941/ijndi.2025.100026

32 Downloaded

92 Viewed

Open AccessArticle

A Novel UAV-Based Road Damage Detection Algorithm with Lightweight Convolution and Attention Mechanism

Liang Chen, Peishu Wu, Weilong Tan, Han Li, Haonan Chen, Nianyin Zeng

2025, 4(4): 100025. doi: 10.53941/ijndi.2025.100025

46 Downloaded

156 Viewed

Open AccessArticle

Analysis and Prospect of Wind Power Forecasting Methods from Multiple Perspectives

Jie Liu, Bogang Qu, Enming Wu, Nan Li, Zuxian Wang, Daogang Peng

2025, 4(4): 100024. doi: 10.53941/ijndi.2025.100024

60 Downloaded

203 Viewed

Open AccessArticle

Finite-Time Bounded State Estimation for Time-Varying Systems Over FlexRay Networks With Probabilistic Bit Flips

Hongli Ge, Lei Zou, Hongwei Chen, Jiyue Guo

2025, 4(4): 100023. doi: 10.53941/ijndi.2025.100023

40 Downloaded

148 Viewed

Open AccessArticle

Fuzzy Recurrence Dynamics of Contrast Medium Extravasation in Computed Tomography

Tuan D. Pham, Maki Kitamura, Taichiro Tsunoyama

2025, 4(3): 100022. doi: 10.53941/ijndi.2025.100022

77 Downloaded

247 Viewed

Open AccessArticle

Recursive Filtering for Nonlinear Systems with Relay Communication, Energy Harvesting and Correlated Noises

Shipei Cai, Jinling Liang

2025, 4(3): 100021. doi: 10.53941/ijndi.2025.100021

48 Downloaded

156 Viewed

4 Cited

Open AccessArticle

Probability-Guaranteed Consensus Control for Nonlinear Multi-Agent Systems Under Bit Flips

Shuo Yuan, Lifeng Ma, Chen Gao

2025, 4(3): 100020. doi: 10.53941/ijndi.2025.100020

58 Downloaded

179 Viewed

3 Cited

Open AccessArticle

Variance-constrained H_∞ state estimation for time-varying delayed neural networks with random access protocol and sensor failures

Yan Gao, Jun Hu, Hui Yu, Chaoqing Jia, Cai Chen

2025, 4(3): 100019. doi: 10.53941/ijndi.2025.100019

26 Downloaded

103 Viewed

Open AccessArticle

Enhancing Visual SLAM Localization Accuracy through Dynamic Object Detection and Adaptive Feature Filtering

Zhang Qiang, Wang Tao

2025, 4(3): 100018. doi: 10.53941/ijndi.2025.100018

26 Downloaded

116 Viewed

Open AccessArticle

Robust H_∞ Estimation for 2D FMLSS Systems Under Asynchronous Multi-channel Delays: A Partition Reconstruction Approach

Yu Chen, Wei Wang, Juanjuan Xu

2025, 4(3): 100017. doi: 10.53941/ijndi.2025.100017

29 Downloaded

80 Viewed

Open AccessArticle

Fault Diagnosis Method for Rolling Bearings in High-Noise Environments Based on COA-FMD-ITEO

Chenlong Mao, Chuanbo Wen

2025, 4(3): 100016. doi: 10.53941/ijndi.2025.100016

37 Downloaded

133 Viewed

Open AccessArticle

Extended Genetic Algorithm for Unmanned Aerial Vehicle Collaboration in Three-Layer Mobile Edge Computing

Jiale Lin, Yao Nie, Yue Chen

2025, 4(3): 100015. doi: 10.53941/ijndi.2025.100015

32 Downloaded

113 Viewed

Open AccessArticle

Least-Squares Linear Estimation for Multirate Uncertain Systems subject to DoS Attacks

Raquel Caballero-Águila, M. Pilar Frías-Bustamante, Antonia Oya-Lechuga

2025, 4(2): 100014. doi: 10.53941/ijndi.2025.100014

115 Downloaded

343 Viewed

4 Cited

Open AccessArticle

Prompt Injection Detection in LLM Integrated Applications

Qianlong Lan, Anuj Kaul, Shaun Jones

2025, 4(2): 100013. doi: 10.53941/ijndi.2025.100013

228 Downloaded

619 Viewed

2 Cited

Open AccessArticle

Privacy-Preserving Distributed Recursive Filtering for State-Saturated Systems with Quantization Effects

Youyin Hu, Chen Zhang, Shuai Liu

2025, 4(2): 100012. doi: 10.53941/ijndi.2025.100012

44 Downloaded

128 Viewed

6 Cited

Open AccessArticle

Sampled-Data Based Containment Control for a Class of Nonlinear Multiagent Systems With Dynamic Leaders and Control Saturation

Luyang Yu, Jiayi Ding, Huihui Peng, Yang Liu, Yurong Liu

2025, 4(2): 100011. doi: 10.53941/ijndi.2025.100011

32 Downloaded

97 Viewed

1 Cited

Open AccessArticle

Unscented Kalman Filtering for Nonlinear Systems with Stochastic Nonlinearities under FlexRay Protocol

Xianzheng Meng, Hanbo Wang, Yongxin Li, Yuxuan Shen

2025, 4(2): 100010. doi: 10.53941/ijndi.2025.100010

39 Downloaded

100 Viewed

Open AccessArticle

Federated Bimodal Graph Neural Networks for Text-Image Retrieval

Xueming Yan, Chuyue Wang, Yaochu Jin

2025, 4(2): 100009. doi: 10.53941/ijndi.2025.100009

53 Downloaded

130 Viewed

Open AccessArticle

Multi-Task Network based Health Status Assessment of Cutting Tools

Xiaoyu Yin, Xiaohua Li, Yong Zhang, Wei Zhou, Zhenxing Liu

2025, 4(2): 100008. doi: 10.53941/iindi.2025.100008

36 Downloaded

109 Viewed

1 Cited

Open AccessArticle

Basic theories and methods of target's height and distance measurement based on monocular vision

Jiafa Mao, Lu Zhang

2025, 4(1): 100007. doi: 10.53941/ijndi.2025.100007

103 Downloaded

355 Viewed

Open AccessArticle

Real-Time Semantic Segmentation of Road Scenes via Hybrid Dilated Grouping Network

Yan Zhang, Xuguang Zhang, Deting Miao, Hui Yu

2025, 4(1): 100006. doi: 10.53941/ijndi.2025.100006

55 Downloaded

696 Viewed

Open AccessHighlights

Linear State Estimation for Multi-rate NCSs With Multi-channel Observation Delays and Unknown Markov Packet Losses

Zhenglu Sun, Chunyan Han

2025, 4(1): 100005. doi: 10.53941/ijndi.2025.100005

39 Downloaded

125 Viewed

Open AccessArticle

Privacy-Preserving Distributed Entropy Filtering for Microgrids With Innovation Decomposition

Yan Liang, Yangkai Chen, Dengfeng Pan, Haifang Song

2025, 4(1): 100004. doi: 10.53941/ijndi.2025.100004

32 Downloaded

134 Viewed

5 Cited

Open AccessArticle

Torus-Event-Based Sliding Mode Control for Networked Interval Type-2 Fuzzy Systems Under Deception Attacks

Xingwang Liu, Zhi Ling, Yang Zhang

2025, 4(1): 100003. doi: 10.53941/ijndi.2025.100003

22 Downloaded

105 Viewed

Open AccessArticle

Concatenated Vector Representation with the Asymmetric GloVe Model

Junfeng Shi, Jihong Li

2025, 4(1): 100002. doi: 10.53941/ijndi.2025.100002

27 Downloaded

83 Viewed

1 Cited

Open AccessArticle

Security Coordination Control for the Belt Conveyor Systems with False Data Injection Attacks

Lei Ma, Hao Zhang, Guoqing Wang, Chunyu Yang, Linna Zhou

2025, 4(1): 100001. doi: 10.53941/ijndi.2025.100001

39 Downloaded

143 Viewed

Open AccessArticle

String Stable Bidirectional Platooning Control for Heterogeneous Connected Automated Vehicles

Dengfeng Pan

2024, 3(4): 100026. doi: 10.53941/ijndi.2024.100026

40 Downloaded

532 Viewed

Open AccessArticle

Underwater Detection: A Brief Survey and a New Multitask Dataset

Yu Wei, Yi Wang, Baofeng Zhu, Chi Lin, Dan Wu, Xinwei Xue, Ruili Wang

2024, 3(4): 100025. doi: 10.53941/ijndi.2024.100025

62 Downloaded

349 Viewed

Open AccessArticle

Conditional Generative Adversarial Net based Feature Extraction along with Scalable Weakly Supervised Clustering for Facial Expression Classification

Ze Chen, Lu Zhang, Jiaming Tang, Jiafa Mao, Weiguo Sheng

2024, 3(4): 100024. doi: 10.53941/ijndi.2024.100024

30 Downloaded

175 Viewed

4 Cited

Open AccessArticle

Recursive Strong Tracking Filtering for Power Harmonic Detection With Outliers-Resistant Event-Triggered Mecha-nism

Xingzhen Bai, Guhui Li, Mingyu Ding, Liqun Yu, Yufeng Sun

2024, 3(4): 100023. doi: 10.53941/ijndi.2024.100023

13 Downloaded

88 Viewed

Open AccessArticle

An automatic coke optical texture recognition method based on semantic segmentation model

Xialin Wang, Xiu Kan, Zhen Zhang, Weizhou Sun

2024, 3(4): 100022. doi: 10.53941/ijndi.2024.100022

26 Downloaded

113 Viewed

Open AccessArticle

Centralized Fusion Estimation in Networked Systems: Addressing Deception Attacks and Packet Dropouts with a Zero-Order Hold Approach

Raquel Caballero-Águila, Josefa Linares-Pérez

2024, 3(4): 100021. doi: 10.53941/ijndi.2024.100021

26 Downloaded

94 Viewed

Open AccessArticle

The Promise of Applying Machine Learning Techniques to Network Function Virtualization

Houda Jmila, Mohamed Ibn Khedher, Mounim A. El-Yacoubi

2024, 3(4): 100020. doi: 10.53941/ijndi.2024.100020

24 Downloaded

289 Viewed

4 Cited

Open AccessArticle

CCE-Net: Causal Convolution Embedding Network for Streaming Automatic Speech Recognition

Feiteng Deng, Yue Ming, Boyang Lyu

2024, 3(3): 100019. doi: 10.53941/ijndi.2024.100019

26 Downloaded

147 Viewed

Open AccessArticle

Adaptive Fixed-time Control for Multiple Switched Coupled Neural Networks

Linhao Zhao, Boqian Li

2024, 3(3): 100018. doi: 10.53941/ijndi.2024.100018

21 Downloaded

93 Viewed

18 Cited

Open AccessArticle

Many-Objective Simulation Optimization for Camp Location Problems in Humanitarian Logistics

Yani Xue, Miqing Li, Hamid Arabnejad, Diana Suleimenova, Alireza Jahani, Bernhard C. Geiger, Freek Boesjes, Anastasia Anagnostou, Simon J. E. Taylor, Xiaohui Liu, Derek Groen

2024, 3(3): 100017. doi: 10.53941/ijndi.2024.100017

40 Downloaded

612 Viewed

Open AccessArticle

Multi-Dimensional Adaptive Learning Rate Gradient Descent Optimization Algorithm for Network Training in Magneto-Optical Defect Detection

Yiping Liang, Lulu Tian, Xu Zhang, Xiao Zhang, Libing Bai

2024, 3(3): 100016. doi: 10.53941/ijndi.2024.100016

26 Downloaded

158 Viewed

Open AccessArticle

Guaranteed Cost Intermittent Control for Discrete-Time System: A Data-Driven Method

Yi Zou, Engang Tian

2024, 3(3): 100015. doi: 10.53941/ijndi.2024.100015

22 Downloaded

101 Viewed

Open AccessArticle

Emotion Contagion Model for Dynamical Crowd Path Planning

Yunpeng Wu, Xiangming Huang, Zhen Tian, Xiaoqiang Yan, Hui Yu

2024, 3(3): 100014. doi: 10.53941/ijndi.2024.100014

34 Downloaded

210 Viewed

Open AccessArticle

Video Summarization Using U-shaped Non-local Network

Shasha Zang, Haodong Jin, Qinghao Yu, Sunjie Zhang, Hui Yu

2024, 3(2): 100013. doi: 10.53941/ijndi.2024.100013

30 Downloaded

127 Viewed