朱紹儀 Shao-I Chu
朱紹儀 Shao-I Chu
Professor
Electronic Engineering
National Kaohsiung University of Science and Technology
Email: erwinchu@nkust.edu.tw
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RESEARCH INTERESTS
RESEARCH INTERESTS
Digital Circuit Design
FPGA Prototyping
DSP Algorithm and Architecture
Error Correcting Codes
Post-Quantum Cryptography
Computer Networks and Communication Systems
Deep Learning and Reinforcement Learning
Ising Model
Stochastic Computing
HONORS
HONORS
指導學生榮獲『2025大學校院積體電路設計競賽大學部組標準元件電路設計組 』設計完成證明獎。
指導學生榮獲『2025大學校院積體電路設計競賽研究所組標準元件電路設計組 』進入複賽。
指導學生參加『2024電子系畢業生專題實務競賽』榮獲『資訊組』第二名與第三名。
指導學生參加『2024電子系畢業生專題實務競賽』榮獲『綜合組』佳作。
指導學生參加『113學年度電子工程系創業創新專題共評』榮獲『資訊組』佳作。
指導學生榮獲『2024大學校院積體電路設計競賽研究所組標準元件電路設計組 』進入複賽與設計完成獎。
指導學生榮獲『2024大學校院積體電路設計競賽大學部組標準元件電路設計組 』進入複賽。
指導學生榮獲『2024高雄科技大學電機與資訊學院學生實務專題設計競賽』資訊通訊組優勝。
指導學生參加『2023電子系畢業生專題競賽』榮獲『資訊組』第三名。
指導學生榮獲『2023高雄科技大學技優成果展暨競賽』佳作。
指導學生參加『2023大學校院積體電路設計競賽研究所組標準元件電路設計組』進入複賽。
指導學生參加『2023大學校院積體電路設計競賽大學組標準元件電路設計組』進入複賽。
指導學生參加『2022電子系畢業生專題競賽』榮獲『資訊組』第一名與佳作。
指導學生參加『2021電子系畢業生專題競賽』榮獲『資訊組』第一名與第三名。
指導學生參加『2021大學校院積體電路設計競賽研究所組標準元件電路設計組』進入複賽。
指導學生參加『2020電子系畢業生專題競賽』榮獲『資訊組』佳作。
指導學生榮獲『2020大學校院積體電路設計競賽大學部標準元件電路設計組』設計完成獎。
指導學生榮獲 2018 Taiwan and Japan Conference on Circuits and Systems (TJCAS 2018) Best Student Presentation Award
指導學生獲得 2015年度科技部「大專學生研究計畫」
RESEARCH PROJECTS
RESEARCH PROJECTS
Classic McEliece解密架構設計與實現(NSTC 113-2221-E-992 -103)，主持人，2025/8/1~2026/7/31
具有效率並結合提早中斷條件的ORBGRAND通用解碼器的硬體設計與實現(NSTC 113-2221-E-992 -058)，主持人，2024/8/1~2025/7/31
BRLWE為基礎的後量子密碼硬體設計與實現(MOST 112-2221-E-992-092)，主持人，2023/8/1~2024/7/31
應用於WBAN之低複雜度BCH解碼器硬體設計(MOST 111-2221-E-992-076 )，主持人，2022/8/1~2023/7/31
應用於邊緣運算之隨機計算支援向量機硬體實現(MOST 110-2221-E-992 -096 )，主持人，2021/8/1~2022/7/31
採用亂數共享技術之隨機計算為基礎的多項式計算與應用(MOST 109-2221-E-992 -080 )，主持人，2020/8/1~2021/7/31
隨機計算元件設計與應用(MOST 108-2637-E-992-010)，主持人，2019/8/1~2020/7/31
區塊鏈在分級醫療病歷管理之應用(義大醫院智慧醫療中心委託案)，主持人，2019/3/1~2020/2/29
無線感測網路下抗獨立攻擊與共謀之安全定位研究(MOST 106-2221-E-151 -002)，主持人，2017/8/1~2018/8/31
物聯網輕量級認證協定設計與資料加密演算法實作(MOST 105-2221-E-151 -042 )，主持人，2016/8/1~2017/7/31
基於Android平台且具錯誤更正與隱私保護的雲端儲存系統之設計與實作(MOST 104-2221-E-151-020)，主持人，2015/8/1~2016/7/31
以正交分頻多工為基礎之合作式感知無線電系統的資源分配方法設計，國立高雄應用科技大學「新進教師培育計畫」，主持人，2015
無線感測網路下抗攻擊與干擾的定位方法設計與系統實作(NSC102221-E-151-003)，主持人，2013/8/1~2014/7/31
適合車載通訊且具能量效率之合作式通訊協定設計與效能分析(NSC101-2221-E-151-075)，主持人，2012/8/1~2013/7/31
非侵入式皮膚訊號偵測與生理感知之研究 (義守大學校內產學計畫)，子計畫主持人，2012/1/1~2012/12/31
結合噴泉碼之合作式通訊研究(NSC100-2221-E-214-049)，主持人，2011/8/1~2012/7/31
智慧電子整合性人才培育計畫-智慧電子跨領域應用專題系列課程計畫(4C電子：感知無線電系統)，協同主持人/聯絡人，2011/9/1~2013/1/31
網路通訊重點領域學程推廣計畫(網路理論與技術學程)，授課教師，2011/9/1~2013/1/31
大專校院資訊軟體人才培育推廣計畫-雲端計算與服務，聯絡人，2010/10/1~2012/1/31
在萊斯衰落通道下合作式通訊之效能分析(義守大學校內計畫)，主持人，2011/1/1~2011/12/31
PUBLICATIONS
PUBLICATIONS
- Book Chapter
H. L. Wang, S.-I Chu*, J.-H. Yan, Y.-J. Huang, I-Y. Fang, S. Y. Pan, W.-C. Lin, C.-T. Hsu, C.-L. Hung, T.-C. Lin and T.-T. Shen (October 30th 2020). Blockchain-Based Medical Record Management with Biofeedback Information, Smart Biofeedback – Perspectives and Applications, Edward Da-Yin Liao, IntechOpen, DOI: 10.5772/intechopen.94370.
- Journal
Vinh T. Nguyen, W.-C. Liang, Thai N. Nguyen, S.-I Chu*, B.-H. Liu, C.-Y. Hong and S.-T. Chen, “Area-Time Efficient Formula-Based BCH Decoder With Trace Mechanism for WBAN Applications,” IEEE Transactions on Very Large Scale Integration (VLSI) Systems, published online (early access), 2025.
S.-H. Wu, Dung H. P. Nguyen, Y.-T. Chen, S.-I Chu and B.-H. Liu*, “Latency-Aware Backup Resource Optimization for Virtual Networks against Single Facility Node Failure,” IEEE Transactions on Network Science and Engineering, published online (early access), 2025.
S.-I Chu* and S.-A. Ke, “Area-Time Efficient Hardware Implementation for Binary Ring-LWE Based Post-Quantum Cryptography,” IEEE Transactions on Emerging Topics in Computing, vol. 13, no. 3, 2025.7.
Dung H. P. Nguyen, C.-C. Lin, Tu N. Nguyen, S.-I Chu and B.-H. Liu*, “Service Recovery in NFV-Enabled Networks: Algorithm Design and Analysis,” IEEE Transactions on Cloud Computing, vol. 12, no. 2, pp. 800-813, 2024.
S.-I Chu*, C.-L. Wu, T.-H. Chien, B.-H. Liu and Tu N. Nguyen, “Stochastic Circuits for Computing Weighted Ratio with Applications to Multi-class Bayesian Inference Machine,” IEEE Transactions on Computers, vol. 73, no. 2, pp. 621-630, 2024.2.
Dung H. P. Nguyen, Y.-H. Lien, B.-H. Liu, S.-I Chu and Tu N. Nguyen, “Virtual Network Function Placement for Serving Weighted Services in NFV-Enabled Networks,” IEEE Systems Journal, vol. 17, no. 4, pp. 5648-5659, 2023.12.
S.-I Chu*, S.-A. Ke, S.-J. Liu and Y.-W. Lin, “An Efficient Hard-detection GRAND Decoder for Systematic Linear Block Codes,” IEEE Transactions on Very Large Scale Integration (VLSI) Systems, vol. 31, no. 11, pp. 1852-1864, 2023.11.
Dung H. P. Nguyen, Y.-H. Lien, B.-H. Liu, S.-I Chu and Tu N. Nguyen, “Virtual Network Function Placement for Serving Weighted Services in NFV-Enabled Networks,” IEEE Systems Journal, vol. 17, no. 4, pp. 5648-5659, 2023.12.
Dung H. P. Nguyen, Vinh V. Le, Tu N. Nguyen, B.-H. Liu, S.-I Chu and S.-M. Hu, “Minimizing Deployment Cost for Vehicular Sensor Networks in Air Monitoring Applications,” IEEE Sensors Journal, vol. 22, no. 22, pp. 22220-22231, 2022.11.
Tu N. Nguyen, Vinh V. Le, S.-I Chu*, B.-H. Liu and Y.-C. Hsu, “Secure Localization Algorithms Against Localization Attacks in Wireless Sensor Networks,” Wireless Personal Communications, vol. 127, pp. 767-792, 2022.11.
S.-I Chu*, C.-L. Wu, Tu N. Nguyen and B.-H. Liu, “Polynomial Computation Using Unipolar Stochastic Logic and Correlation Technique,” IEEE Transactions on Computers, vol. 71, no. 6, pp. 1358-1371, 2022.6.
Vinh V. Le, Dung H. P. Nguyen, H.-D. Wang, B.-H. Liu and S.-I Chu, “Efficient UAV Scheduling for Air Pollution Source Detection From Chimneys in an Industrial Area,” IEEE Sensors Journal, vol. 22, no. 20, 19983-19994, 2022.10.
Tu N. Nguyen, B.-H. Liu*, S.-I Chu, D.-T. Do and T. D. Nguyen, “WRSNs: Toward an Efficient Scheduling for Mobile Chargers,” IEEE Sensors Journal, vol. 20, no. 12, pp. 6753-6761, 2020.6.
S.-I Chu*, “New Divider Design for Stochastic Computing,” IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 67, no. 1, pp. 147-151, 2020.1.
S. -I Chu*, B.‐H. Liu and N.‐T. Nguyen, “Secure AF Relaying with Efficient Partial Relay Selection Scheme,” International Journal of Communication Systems, vol. 32, no. 15, 2019. 10.
S.-I Chu*, C.-E. Hsieh and Y.-J. Huang,“Design of FSM-based Function with Reduced Number of States in Integral Stochastic Computing,” IEEE Transactions on Very Large Scale Integration (VLSI) Systems, vol. 27, no. 6, pp. 1475-1479, 2019.6.
N.‐T. Nguyen, B.‐H. Liu*, S.‐I Chu and H.-Z. Weng,“Challenges, Designs, and Performances of a Distributed Algorithm for Minimum-Latency of Data-Aggregation in Multi-Channel WSNs,”IEEE Transactions on Network and Service Management, vol. 16, no. 1, pp. 192-205, 2019.3.
S.-I Chu*, “Secrecy Analysis of Modify-and-Forward Relaying with Relay Selection,” IEEE Transactions on Vehicular Technology, vol. 68, no. 2, pp. 1796-1809, 2019.2.
S.-I Chu*, “Secrecy Performance Analysis of AF Relaying with Relay Selection Scheme over Nakagami-m Fading Channels,” International Journal of Communication Systems, vol. 31, no. 14, 2018.9.
N.‐T. Nguyen*, M. C. Leu, S. Zeadally, B.‐H. Liu and S.‐I Chu,“Optimal solution for data collision avoidance in radio frequency identification networks,”Internet Technology Letters, vol. 1, no. 3, 2018.5.
S.-I Chu*, Y. J. Huang and W.-C. Lin, “Authentication Protocol Design and Low-Cost Key Encryption Function Implementation for Wireless Sensor Networks,” IEEE Systems Journal, vol. 11, no. 4, pp. 2718-2725, 2017.12.
S.-I Chu*, C.-Y. Lien and C.-L. Chiu, “Performance of Switching-based Partial Relay Selection Scheme for Amplify-and-Forward Cognitive Relay Networks,” IET Communications, vol. 10, no. 12, pp. 1480-1492, 2016.8.
P.-Y. Chen*, C.-C. Chen, W.-K. Yeh, Y. Chang, D.-C. Huang, S.-S. Yu, C.-S. Tsai, Y.-J. Huang, W.-C. Lin, S.-I Chu, C.-L. Pan, T.-H. Lin and S.-C. Liu, “Using Capacitance Sensor to Extract Characteristic Signals of Dozing from Skin Surface,” Journal of Sensors, vol. 2014, Article ID 238350, 7 pages, 2014.
S.-I Chu*, “SER and PER Performance of Packet Decode-and-Forward Relaying with Generalized Order Selection Combining,” IEEE Wireless Communications Letters, vol. 5, no. 3, pp. 449-452, 2014.10.
Y.-R. Chien* and S.-I Chu, “A Fast Converging Partial Update LMS Algorithm with Random Combining Strategy,” Circuits, Systems and Signal Processing, vol. 33, no. 6, pp. 1883-1898, 2014.6.
S.-I Chu*, H.-P. Lee, H.-C. Chang and W.-C. Lin, “On the Performance of Amplify-and-Forward Protocol with Generalized Order Selection Combining,” Transactions on Emerging Telecommunications Technologies (European Transactions on Telecommunications), vol. 25, no. 4, pp. 461-467, 2014.4.
S.-I Chu*, “Outage Probability and DMT Performance of Underlay Cognitive Networks with Incremental DF and AF Relaying over Nakagami-m Fading Channel,” IEEE Communications Letters, vol. 18, no. 1, pp. 62-65, 2014.1.
H.-P. Lee*, S.-I Chu and H.-C. Chang, “ Efficient Decoding of the (23, 12, 7) Golay Code up to Five Errors,” Information Sciences, vol. 253, pp. 170-178, 2013.12.
S.-I Chu*, W.-C. Lin, H.-P. Lee and H.-C. Chang, “Performance Analysis and Power Allocation for Decode-and-Forward Cooperative Communications over Rician Fading Channels,” Wireless Communications and Mobile Computing, vol. 13, no. 16, pp. 1464-1481, 2013.11.
H.-P. Lee*, H.-C. Chang and S.-I Chu, “Algebraic Decoding of the Binary Systematic (71, 36, 11) Quadratic Residue Code,” Journal of the Chinese Institute of Engineers, vol. 36, no. 3, pp. 399-404, 2013.
H.-P. Lee*, H.-C. Chang and S.-I Chu, “High-Speed Decoding of the Binary Golay Code,” Journal of Applied Research and Technology, vol. 11, no. 3, pp. 331-337, 2013.06.
S.-I Chu*, H.-C. Chang and H.-P. Lee, “Asymptotic Performance of Amplify-and-Forward Cooperative Diversity Networks with the Nth Best Relay over Rician Fading Channels,” European Transactions on Telecommunications, vol. 23, no. 4, pp. 327-333, 2012.6.
S.-I Chu*, “Performance of Amplify-and-Forward Cooperative Diversity Networks with Generalized Selection Combining over Nakagami-m Fading Channels,” IEEE Communications Letters, vol. 16, no. 5, 2012.5.
S.-I Chu*, “Comments on ‘On the Performance Analysis of Multirelay Cooperative Diversity Systems With Channel Estimation Errors’,” IEEE Transactions on Vehicular Technology, vol. 61, no. 2, pp.821-813, 2012.2.
S.-I Chu, H.-P. Lee* and H.-C. Chang, “Fast Decoding of the (23, 12, 7) Golay Code with Four-Error-Correcting Capability,” European Transactions on Telecommunications, vol. 22, no. 7, pp. 388-395, 2011.11.
S.-I Chu, H.-C. Chang, H.-P. Lee*, T.-C. Lin and W.-C. Lin, “Decoding of the (31, 16, 7) Quadratic Residue Code Up to Four Errors,” Journal of the Chinese Institute of Engineers, vol. 34, no. 2, pp. 1-8, 2011.7.
S.-I Chu*, “Performance of Amplify-and-Forward Cooperative Communications with the Nth Best-Relay Selection Scheme over Nakagami-m Fading Channels,” IEEE Communications Letters, vol. 15, no. 2, pp. 172-174, 2011.2.
S.-I Chu*, “Comments on ‘Performance Analysis of Amplify-and-Forward Opportunistic Relaying in Rician Fading’,” IEEE Signal Processing Letters, vol. 16, no. 2, pp. 142-143, 2011.2.
T.-C. Lin, H.-P. Lee*, H.-C. Chang, S.-I Chu and T.-K. Truong, “High Speed Decoding of the Binary (47, 24, 11) Quadratic Residue Code,” Information Sciences, vol. 180, no. 20, pp. 4060-4068, 2010.10.
T.-C. Lin, H.-C. Chang, H.-P. Lee*, S.-I Chu and T.-K. Truong, “Decoding of the (31, 16, 7) Quadratic Residue Code,” Journal of the Chinese Institute of Engineers, vol. 33, no. 4, pp. 573-580, 2010.6.
S.-I Chu* and S.-C. Chang, “Time-of-day Internet Access Management by Combining Empirical Data-based Pricing with Quota-based Priority Control,” IET Communications, vol. 1, no. 4, pp. 587-596, 2007.8.
T.-C. Lin, Y. S. Sun, S.-C. Chang*, S.-I Chu, Y.-T. Chou and M.-W. Li, “Management of Abusive and Unfair Internet Access by Quota-based Priority Control,” Computer Networks, vol. 44, no. 4, pp. 441-462, 2004.3.
- Conference
S.-I Chu, Z.-H. Zhuang, S.-J. Liu*, C.-Y. Lien and Y.-L. Huang, “Booth Multiplier with Adjustable Widths Based on Probability Estimation Approach,” 2023 IEEE 11th Global Conference on Consumer Electronics (GCCE 2023), Nara, Japan, 2023.10.
Y.-H. Huang, G.-W. Zhang, S.-I Chu, B.-H. Liu, C.-Y. Lien and S.-W. Huang, “Design of Logarithmic Number System for LSTM,”9th IEEE International Conference on Applied System Innovation 2023 (IEEE ICASI 2023), Chiba, Japan, 2023.4.
S.-I Chu, J.-H. Yan, T.-H. Chien, B.-H. Liu, C.-Y. Lien and X.-R. Yu (2022, Oct). Hardware Implementation of Multi-kernel Function for Support Vector Machine Classification Using Stochastic Logic. 2022 IEEE 11th Global Conference on Consumer Electronics (GCCE 2022), Osaka, Japan.
W.-S. Jhong, S.-I Chu, Y.-J. Huang, T.-Y. Hsu, W.-C. Lin, P. Huang and J.-J. Wang, “Deep Learning Hardware/Software Co-Design for Heart Sound Classification,” 2020 International SoC Design Conference (ISOCC), 2020, pp. 27-28.
S.-I Chu, C.-E. Hsieh, Y.-M. Lee and S. A. Salehi (2020, Jul). Enhanced Architecture for Computing Polynomials Using Unipolar Stochastic Logic. IEEE Computer Society Annual Symposium on VLSI (ISVLSI 2020) (Full Paper), Limassol, Cyprus.
S.-I Chu, Y.-M. Lee, C.-E. Hsieh, J.-H. Yen and Y.-J. Huang (2019, Oct). Stochastic Circuit Design of Image Contrast Stretching. 16th International SoC Design Conference (ISOCC 2019), JeJu, Korea.
Y.-J Huang, M.-J. Li, W.-S. Jhong and S.-I Chu (2019, Oct). Reconfigurable Activation Functions for Neural Networks Application. 22nd Workshop on Synthesis and System Integration of Mixed Information Technology (SASIMI 2019), Kaohsiung, Taiwan.
M.-J. Li, A.-H. Li, Y.-J. Huang and S.-I Chu (2019, Mar). Implementation of Deep Reinforcement Learning. The 2nd International Conference on Information Science and System (ICISS 2019), Tokyo, Japan.
H.-B. Hu, H.-C. Chang, S.-I Chu, Y.-J. Huang and C.-H. Hsieh (2018, Aug). Hardware Implementation of Improved Goertzel Algorithm over Finite Fields. 2018 Taiwan and Japan Conference on Circuits and Systems (TJCAS 2018).
M.-J. Li, Y.-J Huang, S.-I Chu, W.-S. Jhong and N.-T. Nguyen (2018, Aug). FPGA Implementation of Various Activation Functions for Deep Neural Networks. 2018 Taiwan and Japan Conference on Circuits and Systems (TJCAS 2018). (Best Student Presentation Award)
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