Intensity and Wavelength Division Multiplexing FBG Sensor System Using a Raman Amplifier and Extreme Learning Machine. - Yibeltal Chanie Manie; Run-Kai Shiu; Peng-Chun Peng; Bao-Yi Guo; Mekuanint Agegnehu Bitew; Wei-Chieh Tang; Hung-Kai Lu (J. Sensors, 2018)

FBG Sensor Signal Detection Technique Using Multilayer Perceptron Approach for Internet of Things (IoT) Application. - Amare Mulatie Dehnaw; Yibeltal Chanie Manie; Ya Yu Chen; Jyun-Wei Li; Peng-Chun Peng (ICCE-TW, 2020)

Long-distance FBG Sensor System for Remote Sensing and Internet of Things (IoT) Applications. - S. T. Hayle; B. Y. Guo; Yibeltal Chanie Manie; Y. T. Hsu; Jyun-Wei Li; Peng-Chun Peng (ICCE-TW, 2020)

Design Reliable Bus Structure Distributed Fiber Bragg Grating Sensor Network Using Gated Recurrent Unit Network. - Amare Mulatie Dehnaw; Yibeltal Chanie Manie; Ya Yu Chen; Po Han Chiu; Hung Wei Huang; Guan Wei Chen; Peng-Chun Peng (Sensors, 2020)

Using a Machine Learning Algorithm Integrated with Data De-Noising Techniques to Optimize the Multipoint Sensor Network. - Yibeltal Chanie Manie; Jyun-Wei Li; Peng-Chun Peng; Run-Kai Shiu; Ya Yu Chen; Yuan-Ta Hsu (Sensors, 2020)

Robust Remote Sensing FBG Sensor System Using Bidirectional-EDFA Techniques. - Jyun-Wei Li; M. H. Chan; Z. Q. Yang; Yibeltal Chanie Manie; Peng-Chun Peng (ICCE-TW, 2021)

Optical Comb Generator-based Microwave Photonic Filter Performance Improvement Using Multilayer Perceptron (MLP) Neural Network. - Jyun-Wei Li; Yibeltal Chanie Manie; Po Han Chiu; Amare Mulatie Dehnaw; Peng-Chun Peng (ICCE-TW, 2021)

A New Approach of RoF System Using Optoelectronic Oscillator and Discrete Mode Laser. - Jyun-Wei Li; Y. C. Yu; Zhi-Qi Yang; Yibeltal Chanie Manie; Peng-Chun Peng (ICCE-TW, 2021)

Laser-Based Optical Wireless Communications for Internet of Things (IoT) Application. - Yibeltal Chanie Manie; Cheng-Kai Yao 001; Tsung-Yuan Yeh; Yu-Chieh Teng; Peng-Chun Peng (IEEE Internet Things J., 2022)

A Speed Estimation for Reliable Performance of Field Oriented PMSM Control using Adaptive Neuro-Fuzzy Inference System. - Mentari Putri Jati; Muhammad Rizani Rusli; Yibeltal Chanie Manie; Peng-Chun Peng (ICCE-Taiwan, 2023)

Detection of Acrimonious Attacks using Deep Learning Techniques and Edge Computing Devices. - Pradeep Kumar; Cheng-Yang Li; Bo-Lin Guo; Yibeltal Chanie Manie; Chen-Kai Yao 001; Peng-Chun Peng (ICCE-Taiwan, 2023)

High Accuracy and Cost-Effective Fiber Optic Liquid Level Sensing System Based on Deep Neural Network. - Erfan Dejband; Yibeltal Chanie Manie; Yu-Jie Deng; Mekuanint Agegnehu Bitew; Tan-Hsu Tan; Peng-Chun Peng (Sensors, 2023)

Integrated Sensor-Optics Communication System Using Bidirectional Fiber and FSO Channels and Hybrid Deep Learning Techniques. - Amare Mulatie Dehnaw; Yibeltal Chanie Manie; Li-Yuan Du; Cheng-Kai Yao 001; Jun-Wei Jiang; Bing-Xian Liu; Peng-Chun Peng (Sensors, 2023)

Enhancing Smart City Safety and Utilizing AI Expert Systems for Violence Detection. - Pradeep Kumar; Guo-Liang Shih; Bo-Lin Guo; Siva Kumar Nagi; Yibeltal Chanie Manie; Cheng-Kai Yao 001; Michael Augustine Arockiyadoss; Peng-Chun Peng (Future Internet, 2024)

Advanced Denoising and Meta-Learning Techniques for Enhancing Smart Health Monitoring Using Wearable Sensors. - Minyechil Alehegn Tefera; Amare Mulatie Dehnaw; Yibeltal Chanie Manie; Cheng-Kai Yao 001; Shegaw Demessie Bogale; Peng-Chun Peng (Future Internet, 2024)

One Raman DTS Interrogator Channel Supports a Dual Separate Path to Realize Spatial Duplexing. - Cheng-Kai Yao 001; Chun-Hsiang Peng; Hung-Ming Chen; Wen-Yang Hsu; Tzu-Chiao Lin; Yibeltal Chanie Manie; Peng-Chun Peng (Sensors, 2024)