Miguel Martínez-García

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 39

Top Topics

Sensor Networks

Key Technologies

Fault Diagnosis

Stochastic Resonance

Top Venues

IEEE Trans. Mob. Comput.

IEEE Internet Things J.

IEEE Trans. Ind. Informatics

IEEE Trans. Instrum. Meas.

Publications

Dan Xia, Chun Jiang, Jiafu Wan, Jiong Jin, Victor C. M. Leung, Miguel Martínez-García
Heterogeneous Network Access and Fusion in Smart Factory: A Survey. ACM Comput. Surv. 55 (6) (2023)
Li Liu, Zhiyi Zhou, Guangjie Han, Miguel Martínez-García
Boundary Tracking of Continuous Objects Based on Feasible Region Search in Underwater Acoustic Sensor Networks. IEEE Trans. Mob. Comput. 22 (11) (2023)
Fan Zhang, Guangjie Han, Li Liu, Miguel Martínez-García, Yan Peng
Deep Reinforcement Learning Based Cooperative Partial Task Offloading and Resource Allocation for IIoT Applications. IEEE Trans. Netw. Sci. Eng. 10 (5) (2023)
Jinfang Jiang, Chuan Lin, Guangjie Han, Adnan M. Abu-Mahfouz, Syed Bilal Hussain Shah, Miguel Martínez-García
How AI-enabled SDN technologies improve the security and functionality of industrial IoT network: Architectures, enabling technologies, and opportunities. Digit. Commun. Networks 9 (6) (2023)
Dan Xia, Jianhua Shi, Ke Wan, Jiafu Wan, Miguel Martínez-García, Xin Guan
Digital Twin and Artificial Intelligence for Intelligent Planning and Energy-Efficient Deployment of 6G Networks in Smart Factories. IEEE Wirel. Commun. 30 (3) (2023)
Barsha Saha, Miguel Martínez-García, Sharad Nath Bhattacharya, Rohit Joshi
Overcoming Choice Inertia through Social Interaction - An Agent-Based Study of Mobile Subscription Decision. Games 13 (3) (2022)
Yu Zhang, Shirin Dora, Miguel Martínez-García, Saugat Bhattacharyaand
Machine Hearing for Industrial Acoustic Monitoring using Cochleagram and Spiking Neural Network. AIM (2022)
Miguel Martínez-García, Yu Zhang, Shuihua Wang
Enhancing Stochastic Resonance by Adaptive Colored Noise and Particle Swarm Optimization: An Application to Steering Control. AIM (2022)
Li Liu, Guangjie Han, Zhengwei Xu, Lei Shu, Miguel Martínez-García, Bao Peng
Predictive Boundary Tracking Based on Motion Behavior Learning for Continuous Objects in Industrial Wireless Sensor Networks. IEEE Trans. Mob. Comput. 21 (9) (2022)
Jiaxin Du, Guangjie Han, Chuan Lin, Miguel Martínez-García
ITrust: An Anomaly-Resilient Trust Model Based on Isolation Forest for Underwater Acoustic Sensor Networks. IEEE Trans. Mob. Comput. 21 (5) (2022)
Li Liu, Guangjie Han, Zhengwei Xu, Jinfang Jiang, Lei Shu, Miguel Martínez-García
Boundary Tracking of Continuous Objects Based on Binary Tree Structured SVM for Industrial Wireless Sensor Networks. IEEE Trans. Mob. Comput. 21 (3) (2022)
Guangjie Han, Juntao Tu, Li Liu, Miguel Martínez-García, Chang Choi
An Intelligent Signal Processing Data Denoising Method for Control Systems Protection in the Industrial Internet of Things. IEEE Trans. Ind. Informatics 18 (4) (2022)
Yu He, Guangjie Han, Mengting Xu, Miguel Martínez-García
A Pseudopacket Scheduling Algorithm for Protecting Source Location Privacy in the Internet of Things. IEEE Internet Things J. 9 (12) (2022)
Zhiqiang Huo, Miguel Martínez-García, Yu Zhang, Lei Shu
A Multisensor Information Fusion Method for High-Reliability Fault Diagnosis of Rotating Machinery. IEEE Trans. Instrum. Meas. 71 (2022)
Yu He, Guangjie Han, Jinfang Jiang, Hao Wang, Miguel Martínez-García
A Trust Update Mechanism Based on Reinforcement Learning in Underwater Acoustic Sensor Networks. IEEE Trans. Mob. Comput. 21 (3) (2022)
Yu He, Guangjie Han, Zhengkai Tang, Miguel Martínez-García, Yan Peng
State Prediction-Based Data Collection Algorithm in Underwater Acoustic Sensor Networks. IEEE Trans. Wirel. Commun. 21 (4) (2022)
Jiaxin Du, Guangjie Han, Chuan Lin, Miguel Martínez-García
LTrust: An Adaptive Trust Model Based on LSTM for Underwater Acoustic Sensor Networks. IEEE Trans. Wirel. Commun. 21 (9) (2022)
Tiantian Xu, Guangjie Han, Linfeng Gou, Miguel Martínez-García, Dong Shao, Bin Luo, Zhenyu Yin
SGBRT: An Edge-Intelligence Based Remaining Useful Life Prediction Model for Aero-Engine Monitoring System. IEEE Trans. Netw. Sci. Eng. 9 (5) (2022)
Jiafu Wan, Xiaomin Li, Hong-Ning Dai, Andrew Kusiak, Miguel Martínez-García, Di Li
Artificial Intelligence-Driven Customized Manufacturing Factory: Key Technologies, Applications, and Challenges. CoRR (2021)
Chuan Lin, Guangjie Han, Xingyue Qi, Jiaxin Du, Tiantian Xu, Miguel Martínez-García
Energy-Optimal Data Collection for Unmanned Aerial Vehicle-Aided Industrial Wireless Sensor Network-Based Agricultural Monitoring System: A Clustering Compressed Sampling Approach. IEEE Trans. Ind. Informatics 17 (6) (2021)
Jianli Guo, Miguel Martínez-García
Key technologies towards smart manufacturing based on swarm intelligence and edge computing. Comput. Electr. Eng. 92 (2021)
Gregory Meyers, Miguel Martínez-García, Yu Zhang, Yudong Zhang
Reliable Real-time Destination Prediction. INDIN (2021)
Pietro Casabianca, Yu Zhang, Miguel Martínez-García, Jiafu Wan
Vehicle Destination Prediction Using Bidirectional LSTM with Attention Mechanism. Sensors 21 (24) (2021)
Jiafu Wan, Xiaomin Li, Hong-Ning Dai, Andrew Kusiak, Miguel Martínez-García, Di Li
Artificial-Intelligence-Driven Customized Manufacturing Factory: Key Technologies, Applications, and Challenges. Proc. IEEE 109 (4) (2021)
Miguel Martínez-García, Roy S. Kalawsky, Timothy J. Gordon, Tim Smith, Qinggang Meng, Frank Flemisch
Communication and Interaction With Semiautonomous Ground Vehicles by Force Control Steering. IEEE Trans. Cybern. 51 (8) (2021)
Guangjie Han, Zeqin Liao, Miguel Martínez-García, Yu Zhang, Yan Peng
Dynamic Collaborative Charging Algorithm for Mobile and Static Nodes in Industrial Internet of Things. IEEE Internet Things J. 8 (24) (2021)
Guangjie Han, Juntao Tu, Li Liu, Miguel Martínez-García, Yan Peng
Anomaly Detection Based on Multidimensional Data Processing for Protecting Vital Devices in 6G-Enabled Massive IIoT. IEEE Internet Things J. 8 (7) (2021)
Guangjie Han, Zeren Zhou, Yu Zhang, Miguel Martínez-García, Yan Peng, Ling Xie
Sleep-Scheduling-Based Hierarchical Data Collection Algorithm for Gliders in Underwater Acoustic Sensor Networks. IEEE Trans. Veh. Technol. 70 (9) (2021)
Fan Zhang, Guangjie Han, Li Liu, Miguel Martínez-García, Yan Peng
Joint Optimization of Cooperative Edge Caching and Radio Resource Allocation in 5G-Enabled Massive IoT Networks. IEEE Internet Things J. 8 (18) (2021)
Miguel Martínez-García, Yu Zhang, Timothy J. Gordon
Memory Pattern Identification for Feedback Tracking Control in Human-Machine Systems. Hum. Factors 63 (2) (2021)
Zhengwei Xu, Guangjie Han, Li Liu, Miguel Martínez-García, Zhijian Wang
Multi-Energy Scheduling of an Industrial Integrated Energy System by Reinforcement Learning-Based Differential Evolution. IEEE Trans. Green Commun. Netw. 5 (3) (2021)
Guangjie Han, Aini Gong, Hao Wang, Miguel Martínez-García, Yan Peng
Multi-AUV Collaborative Data Collection Algorithm Based on Q-Learning in Underwater Acoustic Sensor Networks. IEEE Trans. Veh. Technol. 70 (9) (2021)
Miguel Martínez-García, Yu Zhang, Kenji Suzuki, Yudong Zhang
Deep Recurrent Entropy Adaptive Model for System Reliability Monitoring. IEEE Trans. Ind. Informatics 17 (2) (2021)
Demetrios Joannou, Roy Kalawsky, Miguel Martínez-García, Chris Fowler, Kevin Fowler
Realizing the Role of Permissioned Blockchains in a Systems Engineering Lifecycle. Syst. 8 (4) (2020)
Yu Zhang, Miguel Martínez-García
Machine Hearing for Industrial Fault Diagnosis. CASE (2020)
Zhiqiang Huo, Miguel Martínez-García, Yu Zhang, Ruqiang Yan, Lei Shu
Entropy Measures in Machine Fault Diagnosis: Insights and Applications. IEEE Trans. Instrum. Meas. 69 (6) (2020)
Miguel Martínez-García, Yu Zhang, Jiafu Wan, Jason McGinty
Visually Interpretable Profile Extraction with an Autoencoder for Health Monitoring of Industrial Systems. ICARM (2019)
Yu Zhang, Miguel Martínez-García, José R. Serrano-Cruz, Anthony Latimer
Multi-region System Modelling by using Genetic Programming to Extract Rule Consequent Functions in a TSK Fuzzy System. ICARM (2019)
Miguel Martínez-García, Yu Zhang, Kenji Suzuki, Yudong Zhang
Measuring System Entropy with a Deep Recurrent Neural Network Model. INDIN (2019)