Peng-Chun Peng

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 31

Top Topics

Multilayer Perceptron

Top Venues

Publications

Pradeep Kumar, Guo-Liang Shih, Bo-Lin Guo, Siva Kumar Nagi, Yibeltal Chanie Manie, Cheng-Kai Yao, Michael Augustine Arockiyadoss, Peng-Chun Peng
Enhancing Smart City Safety and Utilizing AI Expert Systems for Violence Detection. Future Internet 16 (2) (2024)
Erfan Dejband, Tan-Hsu Tan, Cheng-Kai Yao, En-Ming Chang, Peng-Chun Peng
Enhancing Multichannel Fiber Optic Sensing Systems with IFFT-DNN for Remote Water Level Monitoring. Sensors 24 (15) (2024)
Amare Mulatie Dehnaw, Yibeltal Chanie Manie, Li-Yuan Du, Cheng-Kai Yao, Jun-Wei Jiang, Bing-Xian Liu, Peng-Chun Peng
Integrated Sensor-Optics Communication System Using Bidirectional Fiber and FSO Channels and Hybrid Deep Learning Techniques. Sensors 23 (20) (2023)
Mentari Putri Jati, Muhammad Rizani Rusli, Yibeltal Chanie Manie, Peng-Chun Peng
A Speed Estimation for Reliable Performance of Field Oriented PMSM Control using Adaptive Neuro-Fuzzy Inference System. ICCE-Taiwan (2023)
Erfan Dejband, Yibeltal Chanie Manie, Yu-Jie Deng, Mekuanint Agegnehu Bitew, Tan-Hsu Tan, Peng-Chun Peng
High Accuracy and Cost-Effective Fiber Optic Liquid Level Sensing System Based on Deep Neural Network. Sensors 23 (4) (2023)
Pradeep Kumar, Cheng-Yang Li, Bo-Lin Guo, Yibeltal Chanie Manie, Chen-Kai Yao, Peng-Chun Peng
Detection of Acrimonious Attacks using Deep Learning Techniques and Edge Computing Devices. ICCE-Taiwan (2023)
Yibeltal Chanie Manie, Cheng-Kai Yao, Tsung-Yuan Yeh, Yu-Chieh Teng, Peng-Chun Peng
Laser-Based Optical Wireless Communications for Internet of Things (IoT) Application. IEEE Internet Things J. 9 (23) (2022)
C. K. Yao, M. C. Lee, Peng-Chun Peng
A Fiber Bragg Grating Sensing System Using Tunable Demodulator. ICCE-TW (2022)
C. K. Yao, M. C. Lee, Peng-Chun Peng
EDFA-Based Multi-Wavelength Laser Using Tunable Filter and Delay-Interferometer for WDM Systems. ICCE-TW (2022)
Jyun-Wei Li, Song-Lin You, Run-Kai Shiu, Chih-Yen Yen, Peng-Chun Peng
A Deep Neural Network Equalizer for FSO Transmission System. WOCC (2021)
Jyun-Wei Li, Yibeltal Chanie Manie, Po Han Chiu, Amare Mulatie Dehnaw, Peng-Chun Peng
Optical Comb Generator-based Microwave Photonic Filter Performance Improvement Using Multilayer Perceptron (MLP) Neural Network. ICCE-TW (2021)
Jyun-Wei Li, Y. C. Yu, Z. Q. Yang, Yibeltal Chanie Manie, Peng-Chun Peng
A New Approach of RoF System Using Optoelectronic Oscillator and Discrete Mode Laser. ICCE-TW (2021)
Jyun-Wei Li, M. H. Chan, Z. Q. Yang, Yibeltal Chanie Manie, Peng-Chun Peng
Robust Remote Sensing FBG Sensor System Using Bidirectional-EDFA Techniques. ICCE-TW (2021)
Erfan Dejband, Jyun-Wei Li, Peng-Chun Peng, Tan-Hsu Tan
Prediction of THz Absorption and Inverse Design of Graphene-Based Metasurface Structure Using Deep Learning. WOCC (2021)
Run-Kai Shiu, Shang-Jen Su, You-Wei Chen, Qi Zhou, Justin Chiu, Guan-Ming Shao, Li Zhao, Peng-Chun Peng, Gee-Kung Chang
RF Fading Circumvention using a Polarization Modulator for Supporting W-Band RoF Transport from 85 to 95 GHz. OFC (2020)
Amare Mulatie Dehnaw, Yibeltal Chanie Manie, Y. Y. Chen, J. W. Li, Peng-Chun Peng
FBG Sensor Signal Detection Technique Using Multilayer Perceptron Approach for Internet of Things (IoT) Application. ICCE-TW (2020)
S. T. Hayle, B. Y. Guo, Y. C. Manie, Y. T. Hsu, J. W. Li, Peng-Chun Peng
Long-distance FBG Sensor System for Remote Sensing and Internet of Things (IoT) Applications. ICCE-TW (2020)
Yahya Alfadhli, Shuang Yao, Muhammad S. Omar, Shang-Jen Su, Shuyi Shen, Rui Zhang, You-Wei Chen, Peng-Chun Peng, Gee-Kung Chang
Design of Flexible Fronthaul Featuring Per-UE Granularity and RU-Level Puncturing for URLLC Applications. OFC (2020)
Yibeltal Chanie Manie, Jyun-Wei Li, Peng-Chun Peng, Run-Kai Shiu, Ya Yu Chen, Yuan-Ta Hsu
Using a Machine Learning Algorithm Integrated with Data De-Noising Techniques to Optimize the Multipoint Sensor Network. Sensors 20 (4) (2020)
Amare Mulatie Dehnaw, Yibeltal Chanie Manie, Ya Yu Chen, Po Han Chiu, Hung Wei Huang, Guan Wei Chen, Peng-Chun Peng
Design Reliable Bus Structure Distributed Fiber Bragg Grating Sensor Network Using Gated Recurrent Unit Network. Sensors 20 (24) (2020)
Yu Tang, Min-Yu Huang, You-Wei Chen, Peng-Chun Peng, Hua Wang, Gee-Kung Chang
A 4-Channel Beamformer for 9-Gb/s MMW 5G Fixed-Wireless Access Over 25-km SMF with Bit-Loading OFDM. OFC (2019)
Yahya Alfadhli, Peng-Chun Peng, Hyunwoo Cho, Siming Liu, Rui Zhang, You-Wei Chen, Gee-Kung Chang
Real-Time FPGA Demonstration of Hybrid Bi-Directional MMW and FSO Fronthaul Architecture. OFC (2019)
You-Wei Chen, Peng-Chun Peng, Jhih-Heng Yan, Shuyi Shen, Qi Zhou, Long Huang, Siming Liu, Rui Zhang, Kai-Ming Feng, Gee-Kung Chang
Elastic Optical Transmission of 50 Gb/s/Lambda OFDM Based Mobile Fronthaul via DSP-Aided Sub-band Spreading. OFC (2019)
Yahya Alfadhli, Mu Xu, Siming Liu, Feng Lu, Peng-Chun Peng, Gee-Kung Chang
Real-Time Demonstration of Adaptive Functional Split in 5G Flexible Mobile Fronthaul Networks. OFC (2018)
Siming Liu, Peng-Chun Peng, Chin-Wei Hsu, Jiale He, Huiping Tian, Gee-Kung Chang
An Artificial Neural Network MIMO Demultiplexer for Small-Cell MM-Wave RoF Coordinated Multi-Point Transmission System. ECOC (2018)
Mu Xu, Zhensheng Jia, Peng-Chun Peng, Siming Liu, Feng Lu, Curtis Knittle, Gee-Kung Chang
4×100G PAM-4 Transmission in Faster-than-Nyquist Systems Incorporating Eigenvalue-Space Precoding. OFC (2018)
Shuyi Shen, Thavamaran Kanesan, Peng-Chun Peng, Feng Lu, Mu Xu, Siming Liu, Chin-Wei Hsu, Qi Zhou, Yahya M. Alfadhli, Hyung Joon Cho, Sufian Mousa Mitani, Jeffrey Finkelstein, Gee-Kung Chang
Spectrum-efficient 50-Gbps Long-Range Optical Access over 85-km SSMF via DML Using Windowed OFDM Supporting Quasi-Gapless Asynchronous Multiband Transmission. OFC (2018)
Siming Liu, Peng-Chun Peng, Chin-Wei Hsu, Huiping Tian, Gee-Kung Chang
Realization of Tunable Frequency Response in Polarization Modulation and Direct Detection Scheme for High-speed Optical Access System. OFC (2018)
Yibeltal Chanie Manie, Run-Kai Shiu, Peng-Chun Peng, Bao-Yi Guo, Mekuanint Agegnehu Bitew, Wei-Chieh Tang, Hung-Kai Lu
Intensity and Wavelength Division Multiplexing FBG Sensor System Using a Raman Amplifier and Extreme Learning Machine. J. Sensors 2018 (2018)
Feng Lu, Peng-Chun Peng, Siming Liu, Mu Xu, Shuyi Shen, Gee-Kung Chang
Integration of Multivariate Gaussian Mixture Model for Enhanced PAM-4 Decoding Employing Basis Expansion. OFC (2018)
Cheng-Ting Tsai, Yu-Chieh Chi, Peng-Chun Peng, Gong-Ru Lin
Long-reach MMWoF using single-sideband modulated dual-mode VCSEL with 16-QAM OFDM at 8 Gbit/s. OFC (2017)
Chung-Yi Li, Hai-Han Lu, Peng-Chun Peng, Ting-Chien Lu, Bo-Rui Chen, Dai-Hua Lin
A bidirectional 60-GHz/30-GHz/15-GHz wireless-over-fiber transmission system. WOCC (2015)
Yu-Chieh Chi, Peng-Chun Peng, Hai-Han Lu, Gong-Ru Lin
Coherently injection-locked weak-resonant-cavity laser diode for optical 16-QAM-OFDM transmission at 4 Gb/s. WOCC (2012)
Peng-Chun Peng, Jun-Bo Wang, Kuan-Yan Huang
Reliable Fiber Sensor System with Star-Ring-Bus Architecture. Sensors 10 (5) (2010)