國立成功大學電機工程學系 教師個人頁面
English Version
楊明勳 助理教授
地址
電機系館9樓92911室
Email
TEL
06-2757575 ext.62367
實驗室
智慧感測與學習實驗室
(R92923/ext.62400-1687)
學經歷
學歷
2018
國立交通大學電信工程博士
經歷
2022/02–2025/07
國立中央大學通訊工程學系助理教授
2018/08–2021/12
國立陽明交通大學電信工程研究所博士後研究員
研究領域
  • 壓縮感知,分散式學習,低位元解析度信號處理,整合式感測與通訊,無線感測網路
著作
期刊論文( Journal )
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  1. Ming-Hsun Yang and Liang-Chi Huang, “Enhancing 1-bit compressive sensing with support estimation in noisy wireless sensor networks,” IEEE Transactions on Signal Processing, vol. 73, pp. 2660-2675, 2025.
  2. Ming-Hsun Yang, “Robust distributed phase retrieval for multi-view compressive networked sensing with outliers,” IEEE Wireless Communications Letters, 2025, accepted.
  3. Ming-Hsun Yang, Y.-W. Peter Hong, and Jwo-Yuh Wu, “Sparse affine sampling: Ambiguity-free and efficient sparse phase retrieval,” IEEE Transactions on Information Theory, vol. 68, no. 11, pp. 7604-7626, Nov. 2022.
  4. Ming-Hsun Yang, Jwo-Yuh Wu, Tsang-Yi Wang, Robert G. Maunder, and Rung-Hung Gau, “Fusion-based cooperative support identification for compressive networked sensing,” IEEE Wireless Communications Letters, vol. 9, no. 2, pp. 157-161, Feb. 2020.
  5. Jwo-Yuh Wu, Liang-Chi Huang, Ming-Hsun Yang, and Chun-Hung Liu, ‘‘Sparse subspace clustering via two-step reweighted L1-minimization: Algorithm and provable neighbor recovery rates,” IEEE Transactions on Information Theory, vol.67, no. 2, pp. 1216-1263, Feb. 2021.
  6. Jwo-Yuh Wu, Ming-Hsun Yang, and Tsang-Yi Wang, “Energy-efficient sensor censoring for compressive distributed sparse signal recovery,” IEEE Transactions on Communications, vol. 66, no. 5, pp. 2137-2152, May 2018.
  7. Tsang-Yi Wang, Ming-Hsun Yang, and Jwo-Yuh Wu, “Distributed detection of dynamic event regions in sensor networks with a Gibbs field distribution and Gaussian corrupted measurements,” IEEE Transactions on Communications, vol. 64, no. 9, pp. 3932-3945, Sept. 2016.
  8. Meng-Lin Ku, Ming-Hsun Yang, Yan-Zhou Song and Tony Q. S. Quek, "Leveraging Autoencoder for Joint Pilot Waveforming and Compressive Sensing in Beamspace Channel Estimation for LEO Satellite Communications," accepted by IEEE Internet of Things Journal, 2026.
會議論文( Conference )
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  1. Ming-Hsun Yang and Liang-Chi Huang, ‘‘Knowledge-enhanced 1-bit compressive sensing in noisy wireless sensor networks,” IEEE Workshop on Signal Processing and Artificial Intelligence for Wireless Communications (SPAWC2025), 2025, Surrey, UK.
  2. Ming-Hsun Yang, Y.-W. Peter Hong, and Jwo-Yuh Wu, ‘‘Ambiguity-free and efficient sparse phase retrieval from affine measurements under outlier corruption,” IEEE International Workshop on Machine Learning for Signal Processing (MLSP2021), 2021, Gold Coast, Australia.
  3. Ming-Hsun Yang, Gin-Hao Liu, and Y.-W. Peter Hong, ‘‘Federated truth inference over distributed crowdsourcing platforms,” IEEE International Conference on Acoustics, Speech, Signal Processing (ICASSP2020), 2020, Barcelona, Spain.
  4. Ming-Hsun Yang, Y.-W. Peter Hong, Tsang-Yi Wang, and Jwo-Yuh Wu, ‘‘Malicious crowdsourcing worker detection using privacy-aware group queries,” IEEE International Conference on Communications (ICC2019), 2019, Shanghai, China.
  5. Jwo-Yuh Wu, Liang-Chi Huang, Ming-Hsun Yang, Ling-Hua Chang, and Chun-Hung Liu, ‘‘Sparse subspace clustering with sequentially ordered and weighted L1 minimization,” IEEE International Conference on Image Processing (ICIP2019), 2019, Taipei, Taiwan.
  6. Yi-Jen Yang, Ming-Hsun Yang, Y.-W. Peter Hong, and Jwo-Yuh Wu, ‘‘Collaborative sensor caching via sequential compressed sensing,” IEEE International Conference on Acoustics, Speech, Signal Processing (ICASSP2019), 2019, Brighton, UK.
  7. Jwo-Yuh Wu, Liang-Chi Huang, Ming-Hsun Yang, Ling-Hua Chang, and Chun-Hung Liu, “Enhanced noisy sparse subspace clustering via reweighted L-1 minimization,” IEEE International Workshop on Machine Learning for Signal Processing (MLSP2018), 2018, Aalborg, Denmark.
  8. Jwo-Yuh Wu, Ming-Hsun Yang, and Tsang-Yi Wang, “A Neyman-Pearson type sensor censoring scheme for compressive distributed sparse signal recovery,” The Tenth IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM2018), 2018, Sheffield, UK.
  9. Chun-Yi Chang, Jwo-Yuh Wu, Ming-Hsun Yang, Tsang-Yi Wang, Shuai Shao, and Robert G. Maunder, “Low-latency compressive active user identification over frequency-selective fading channels,” IEEE Wireless Communications and Networking Conference (WCNC2018), 2018, Barcelona, Spain.
  10. Tsang-Yi Wang, Ming-Hsun Yang, and Jwo-Yuh Wu, “A space-time fusion scheme for dynamic-event region detection in sensor networks,” IEEE 84th Vehicular Technology Conference (VTC2016-Fall), 2016, Montreal, Canada.
  11. Tsang-Yi Wang, Ming-Hsun Yang and Jwo-Yuh Wu, “A sliding window approach for dynamic event-region detection in sensor networks,” 2014 International Conference on Information Science, Electronics and Electrical Engineering (ISEEE 2014), pp. 2025-2028, April 26–28, 2014, Sapporo, Japan.
專利
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其他
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研究計劃
  1. 國科會, 稀疏驅動的低位元解析度處理於下世代感測網路之應用 (主持人), 2025.08~2027/07, NSTC 114-2221-E-006-211-MY2
  2. 國科會, 下世代多重感測物聯網之分散式多視角壓縮學習技術開發 (主持人), 2024.08~2025/07, NSTC 113-2221-E-008-069
  3. 國科會, 異質性網路下分散式邊緣學習應用於壓縮相位回復之研究 (主持人), 2023.08~2024/07, NSTC 112-2221-E-008-057
  4. 國科會, 基於稀疏特性的無相角未定性相位回復之研究:演算法及效能分析 (主持人), 2022.07~2023/07, NSTC 111-2222-E-008-003
開授課程
114學年度上學期
指導學生
本學年度 實驗室成員
碩士班
廖鈺馨
全亭安
洪侑陞
楊博崴
林昱寬
特殊榮譽
  1. 2024 IEEE ITSOC暨COMSOC台北/台南支會年輕學者最佳論文獎
  2. 2018 台灣電機電子工程學會第八屆最佳博士論文獎佳作