Postdoctoral Scholar  |  Chou, Po-Heng Bone       Publications   Journal Articles   1. Po-Heng Chou, Yi-Fang Yu, Shou-Yu Chen, and Chiapin Wang, "Fairness-Guided DQN-Based TXOP Control for NR-U/Wi-Fi Coexistence," IEEE Transactions on Vehicular Technology, pages 1-5, Submitted. ::: 2. Tingyu Shui, Po-Heng Chou, Walid Saad (IEEE Fellow), and Mingzhe Chen, "Analysis and Detection of RIS-based Spoofing in Integrated Sensing and Communication (ISAC)," IEEE Transactions on Wireless Communications, pages 1-13, Under Revision. ::: 3. Po-Heng Chou, Wei-Lung Mao, Ru-Ping Lin, Jen-Yu Chiu, and Chun-Yu Yeh, "CWT-Enhanced Vibration Sensing With Time-Frequency Region Localization Using YOLO," IEEE Sensors Letters, volume 10, number 9, pages 1-4, July 2026. ::: 4. Ying‑Ren Chien, Po-Heng Chou (Corresponding), You‑Jie Peng, Chun-Yuan Huang, Hen‑Wai Tsao, and Yu Tsao, "NGGAN: Noise Generation GAN Based on the Practical Measurement Dataset for Narrowband Powerline Communications," IEEE Transactions on Instrumentation and Measurement, volume 24, pages 1-16, February 2025. ::: 5. Po-Heng Chou, Bo-Ren Zheng, Wan-Jen Huang, Walid Saad (IEEE Fellow), Yu Tsao, and Ronald Y. Chang, "Deep Reinforcement Learning-Based Precoding for Multi-RIS-Aided Multiuser Downlink Systems With Practical Phase Shift," IEEE Wireless Communications Letters, volume 14, number 1, pages 23-27, January 2025. ::: 6. Wei‑Lung Mao, Chun‑Chi Wang, Po-Heng Chou (Corresponding), Kai‑Chun Liu, and Yu Tsao, "MECKD: Deep Learning-Based Fall Detection in Multilayer Mobile Edge Computing With Knowledge Distillation," IEEE Sensors Journal, volume 24, number 24, pages 42195-42209, September 2024. ::: 7. Wei‑Lung Mao, Chun‑Chi Wang, Po-Heng Chou (Corresponding), and Yen-Ting Liu, "Automated Defect Detection for Mass-Produced Electronic Components Based on YOLO Object Detection Models," IEEE Sensors Journal, volume 24, number 16, pages 26877-26888, August 2024. ::: 8. Po-Heng Chou, "Unlicensed Band Allocation for Heterogeneous Networks," IEICE Transactions on Communications, volume E103-B, number 2, pages 103-117, February 2020. ::: 9. Po-Heng Chou, "Modeling the Unlicensed Band Allocation for LAA With Buffering Mechanism," IEEE Communications Letters, volume 23, number 3, pages 526-529, March 2019. :::     Conference Papers   1. Po-Heng Chou, Chiapin Wang, Shou-Yu Chen, and Hsiang-Ming Wang, "Spatial-Temporal Learning-Based Distributed Routing for Dynamic LEO Satellite Networks," 2027 IEEE International Conference on Communication (ICC), IEEE, pages 1-6, Washington, DC, USA, Submitted. ::: 2. Po-Heng Chou, Chiapin Wang, Chung-Chi Huang, and Kuan-Hao Chen, "Dueling DDQN-Based Adaptive Multi-Objective Handover Optimization for LEO Satellite Networks," 2027 IEEE International Conference on Communication (ICC), IEEE, pages 1-6, Washington, DC, USA, Submitted. ::: 3. Po-Heng Chou, Jen-Yu Chiu, Chun-Yu Yeh, Wei-Lung Mao, and Walid Saad (IEEE Fellow), "Lightweight Time-Frequency Vibration Sensing for Consumer Device Condition Monitoring," 2027 IEEE 45th International Conference on Consumer Electronics (ICCE), IEEE, pages 1-6, Las Vegas, NV, USA, Submitted. ::: 4. Po-Heng Chou, Jia-Qing Lin, Wei-Chen Lin, Wan-Jen Huang, and Ronald Y. Chang, "Reduced-Feedback Hybrid Precoding forWideband mmWave MIMO-OFDM Systems via Hierarchical Interpolation," to appear in 2026 IEEE Global Communications Conference (GLOBECOM) Workshops, IEEE, pages 1-6 Macau, China. ::: 5. Po-Heng Chou, Da-Chih Lin, Hung-Yu Wei (IEEE Fellow), Walid Saad (IEEE Fellow), and Yu Tsao, "Measurement-Driven Early Warning of Reliability Breakdown in 5G NSA Railway Networks," to appear in 2026 IEEE Global Communications Conference (GLOBECOM) Workshops, IEEE, pages 1-6 Macau, China. ::: 6. Po-Heng Chou, Chiapin Wang, Kuan-Hao Chen, and Wei-Chen Hsiao, "DRL-Based Beam Positioning for LEO Satellite Constellations with Weighted Least Squares," 2026 IEEE International Conference on Communication (ICC) Workshops, IEEE, pages 1-6, Glasgow, Scotland, UK, May 2026. ::: 7. Po-Heng Chou, Pin-Qi Fu, Walid Saad (IEEE Fellow), and Li-Chun Wang (IEEE Fellow), "Agentic DDQN-Based Scheduling for Licensed and Unlicensed Band Allocation in Sidelink Networks," 2025 IEEE Global Communications Conference (GLOBECOM) Workshops, IEEE, pages 1-6, Taipei, Taiwan, December 2025. ::: 8. Po-Heng Chou, Jiun-Jia Wu, Wan-Jen Huang, and Ronald Y. Chang, "Sustainable LSTM-Based Precoding for RIS-Aided mmWave MIMO Systems with Implicit CSI," 2025 IEEE Global Communications Conference (GLOBECOM) Workshops, IEEE, pages 1-6, Taipei, Taiwan, December 2025. ::: 9. Yu-Hsiang Huang, Po-Heng Chou, Wan-Jen Huang, Walid Saad (IEEE Fellow), and C.-C. Jay Kuo (IEEE Fellow), "Green Learning for STAR-RIS mmWave Systems with Implicit CSI," 2025 IEEE Global Communications Conference (GLOBECOM), IEEE, pages 1-6, Taipei, Taiwan, December 2025. ::: 10. Po-Heng Chou, Ching-Wen Chen, Wan-Jen Huang, Walid Saad (IEEE Fellow), Yu Tsao, and Ronald Y. Chang, "DNN-Based Precoding in RIS-Aided mmWave MIMO Systems With Practical Phase Shift," 2024 IEEE Global Communications Conference (GLOBECOM) Workshops, IEEE, pages 1-5, Cape Town, South Africa, December 2024. ::: 11. Po-Heng Chou, Chun-Chi Wang, and Wei-Lung Mao, "YOLO-Based Defect Detection for Metal Sheets," 2024 IEEE 20th International Conference on Imaging Systems and Techniques (IST), IEEE, pages 1-5, Tokyo, Japan, October 2024. ::: 12. Chun-Yuan Huang, Po-Heng Chou, Wan-Jen Huang, Ying-Ren Chien, and Yu Tsao, "Capacity-Net-Based RIS Precoding Design Without Channel Estimation for mmWave MIMO System," 2024 IEEE 35th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), IEEE, pages 1-6, Valencia, Spain, September 2024. ::: 13. Po-Heng Chou, Yen-Ting Liu, Wei-Chang Chen, and Walid Saad (IEEE Fellow), "Markov Modeling for Licensed and Unlicensed Band Allocation in Underlay and Overlay D2D," 2024 IEEE International Conference on Communication (ICC), IEEE, pages 3352-3357, Denver, USA, June 2024. ::: 14. Wei-Lung Mao, Sung-Hua Chen, Yu-Tang Huang, Yao-Teng Yang, and Po-Heng Chou, "Indoor Scene Recognition Using ARM-based MobileNets Architectures," 2023 14th International Conference on Ubiquitous and Future Networks (ICUFN), IEEE, pages 225-230, Paris, France, July 2023. ::: 15. Hung-Wen Lin, Meng-Ju Lu, Phone Lin, Po-Heng Chou, Jeu-Yih Jeng, and Char-Dir Chung (IEEE Fellow), "Location-Based Time-Dependent Smart Data Pricing by SDN," 2016 IEEE Global Communications Conference (GLOBECOM), IEEE, pages 1-6, Washington, DC, USA, December 2016. ::: 16. Yen-Chin Wang, Po-Heng Chou, and Char-Dir Chung (IEEE Fellow), "Circulantly Precoded OFDM," 2016 IEEE/CIC 5th International Conference on Communications in China (ICCC), IEEE, pages 1-6, Chengdu, China, July 2016. ::: 17. Teng-Yuan Chang, Po-Heng Chou, and Char-Dir Chung (IEEE Fellow), "Single-Carrier Frequency Division Multiple Access With Anchor-Symbol Insertion," 2015 IEEE 82nd Vehicular Technology Conference (VTC-Fall), IEEE, pages 1-5, Boston, MA, USA, September 2015. ::: 18. Tsang-Yi Wang, Po-Heng Chou, and Wan-Jen Huang, "Relay Misbehavior Detection for Robust Diversity Combining in Cooperative Communications," 2015 IEEE 16th Signal Processing and Signal Processing Education (SP/SPE) Workshop, IEEE, pages 184-189, Salt Lake, UT, USA, August 2015. ::: 19. Chi-Hsiang Tseng, Po-Heng Chou, and Char-Dir Chung (IEEE Fellow), "Sparse-Training-Sequence-Aided OFDM Systems for CFO Effect Mitigation," 2014 IEEE/CIC 3rd International Conference on Communications in China (ICCC), IEEE, pages 303-308, Shanghai, China, October 2014. ::: 20. Ju-Chieh Liu, Po-Heng Chou, and Char-Dir Chung (IEEE Fellow), "Distributed Detection in a Wireless Sensor Network Using Hybrid MAC," 2013 IEEE 77th Vehicular Technology Conference (VTC-Spring), IEEE, pages 1-5, Dresden, Germany, June 2013. :::     Others   1. Po-Heng Chou, "Unlicensed Band Allocation for Heterogeneous Networks," Ph.D. Thesis, National Taiwan University, February 2020. 2. Po-Heng Chou, "Relay Misbehavior Detection for Robust Diversity Combining in Cooperative Communications," National Sun Yat-sen University, June 2011.