Recent Research Results (近期研究成果)

歡迎參考以下論文並加入我們的實驗室:

Quantum Computing
  1. 江振瑞, “輕 鬆學量子程式設計—從量子位元到量子演算法”, 碁峰資訊公司, ISBN: 9786263242715, 2022年8月。(Buy from Books.com.tw)
  2. Jehn-Ruey Jiang, "Quantum Circuit Based on Grover Algorithm to Solve Hamiltonian Cycle Problem," in Proc. of 2022 IEEE Eurasia Conference on IOT, Communication and Engineering (IEEE ECICE 2022), Oct. 2022.
  3. Jehn-Ruey Jiang, and Chun-Wei Chu, "Solving NP-hard Problems with Quantum Annealing," in Proc. of 2022 IEEE Eurasia Conference on IOT, Communication and Engineering (IEEE ECICE 2022), Oct. 2022. (Best Paper Award)
  4. Jehn-Ruey Jiang, and Chun-Wei Chu, "Classifying and Benchmarking Quantum Annealing Algorithms Based on Quadratic Unconstrained Binary Optimization for Solving NP-hard Problems," IEEE Access, vol. 11, pp. 104165-104178, 2023. (DOI: 10.1109/ACCESS.2023.3318206)(SCI)(IF: 3.745)Computer Science (miscellaneous)(Q1); Engineering (miscellaneous)(Q1).
  5. Jehn-Ruey Jiang, and Yu-Jie Wang, "Quantum Circuit Based on Grover's Algorithm to Solve Exact Cover Problem," in Proc. of the 19th VTS Asia Pacific Wireless Communications Symposium (APWCS 2023), 2023.
  6. Jehn-Ruey Jiang, and Wei-Han Yan, "Novel Quantum Circuit Designs for the Oracle of Grover’s Algorithm to Solve the Vertex Cover Problem," presented at the IEEE 5th Eurasia Conference on IoT, Communication and Engineering (IEEE ECICE 2023), October 27-29, 2023.
  7. Jehn-Ruey Jiang, and Tzu-Hao Kao, "Solving Hamiltonian Cycle Problem with Grover's Algorithm Using Novel Quantum Circuit Designs," presented at the IEEE 5th Eurasia Conference on IoT, Communication and Engineering (IEEE ECICE 2023), October 27-29, 2023.
  8. Jehn-Ruey Jiang, and Qiao-Yi Lin, "Solving the Maximum Independent Set Problem Using Analog Neutral Atom Quantum Computers," presented at the IEEE 5th Eurasia Conference on IoT, Communication and Engineering (IEEE ECICE 2023), October 27-29, 2023.
  9. Jehn-Ruey Jiang, Ting-Yuan Wang, Wen-Han Huang, and Jie-Zhi Zhang, "Distributed Shor's Algorithm with Sequential Quantum Teleportation," presented at the IEEE 5th Eurasia Conference on IoT, Communication and Engineering (IEEE ECICE 2023), October 27-29, 2023.
  10. Jehn-Ruey Jiang, and Qiao-Yi Lin, "Utilizing Novel Quantum Counters for Grover’s Algorithm to Solve the Dominating Set Problem," to be presented at the 27th Conference on Quantum Information Processing (QIP 2024), Jan. 13-19, 2024.

Quantum Networking

  1. Jehn-Ruey Jiang, "Multi-qubit Entanglement Based on a Self-Stabilizing Token Ring Algorithm," TAQCIT 2022, December 2022.
  2. Jehn-Ruey Jiang,"使用量子線路模擬量 子網際網路核心機制," 2022 臺灣網際網路研討會(TANET 2022, 12/15-17), 2022.
  3. Jehn-Ruey Jiang, "Quantum Entanglement with Self-stabilizing Token Ring for Fault-tolerant Distributed Quantum Computing System," accepted to present at the 26th Conference on Quantum Information Processing (QIP 2023), Ghent, Belgium, February 4-10, 2023.
  4. Jehn-Ruey Jiang, "Utilizing Quantum Circuits to Simulate and Learn Quantum Internet Core Mechanisms," to be presented at the 2024 IEEE 7th Eurasian Conference on Educational Innovation (IEEE ECEI 2024), Jan. 26-28, 2024.

Quantum Machine Learning/Quantum Neural Networks

  1. Jehn-Ruey Jiang, "A Quick Overview of Quantum Machine Learning," presented at the IEEE 5th Eurasia Conference on IoT, Communication and Engineering (IEEE ECICE 2023), October 27-29, 2023.
Deep Learning/Machine Learning for Smart Manufacturing
  1. Jehn-Ruey Jiang, "An Improved Cyber-Physical Systems Architecture for Industry 4.0 Smart Factories," Advances in Mechanical Engineering, DOI: 10.1177/1687814018784192, 2018. (SCI)
  2. Jehn-Ruey Jiang, Juei-En Lee, and Yi-Ming Zeng, "Time Series Multiple Channel Convolutional Neural Network with Attention-based Long Short-Term Memory for Predicting Bearing Remaining Useful Life," Sensors, 20(1), 166, 2020 (Online in December 2019). (SCI)(IF: 3.576)
  3. Jehn-Ruey Jiang, and Cheng-Tai Yen, "Product Quality Prediction for Wire Electrical Discharge Machining with Markov Transition Fields and Convolutional Long Short-Term Memory Neural Networks," Applied Sciences, 11(13), 5922, 2021. (SCI)(IF: 2.679)
  4. Jehn-Ruey Jiang, Jian-Bin Kao, and Yu-Lin Li, "Semi-Supervised Time Series Anomaly Detection Based on Statistics and Deep Learning," Applied Sciences,  11(15), 6698, 2021. (SCI)(IF: 2.679)
  5. Tzu-Hsuan Lin, and Jehn-Ruey Jiang, "Credit Card Fraud Detection with Autoencoder and Probabilistic Random Forest," Mathematics, 9(21), 2683, 2021. (SCI)(IF: 2.258)
  6. Jehn-Ruey Jiang, and Yan-Ting Chen, "Industrial Control System Anomaly Detection and Classification Based on Network Traffic," IEEE Access, Vol. 10, pp. 41874-41888, 2022. (SCI)(IF: 3.745)Computer Science (miscellaneous) (Q1); Engineering (miscellaneous) (Q1).
  7. Jehn-Ruey Jiang, and Yan-Ting Lin, "Deep Learning Anomaly Classification Using Multi-Attention Residual Blocks for Industrial Control Systems," Sensors, 22(23), 9084, 2022. (SCI)(IF: 3.576)
  8. Jehn-Ruey Jiang, and Chien-Kai Liao, "Credit Card Fraud Detection Based on DeepInsight and Deep Learning," in Proc. of  IEEE International Conference on Consumer Electronics - Taiwan (IEEE 2023 ICCE-TW), July 17-19, 2023.
  9. Jehn-Ruey Jiang, and Si-Han Chen, "Deep Learning Multi-objective Optimization for Smart Manufacturing via Elitist Genetic Algorithm," in Proc. of  IEEE International Conference on Consumer Electronics - Taiwan (IEEE 2023 ICCE-TW), July 17-19, 2023.
  10. Jehn-Ruey Jiang, and Hsueh-Chih Chen, "Manufacturing Quality Prediction Based on Deep Learning in Conjunction with Gramian Angular and Markov Transition Fields," in Proc. of  IEEE International Conference on Consumer Electronics - Taiwan (IEEE 2023 ICCE-TW), July 17-19, 2023. (Best Paper Award -- Honorable Mention)

Internet of Things/Wireless Sensor Networks

  1. Ming-Kuei Yeh, Jehn-Ruey Jiang, and Shing-Tsaan Huang, “Adaptive Splitting and Pre-Signaling for RFID Tag Anti-Collision,” Computer Communications Journal, Vol. 32, Issue 17, pp. 1862-1870, Nov. 2009. (EI, SCI)
  2. Jehn-Ruey Jiang, and Tzu-Ming Sung, “Energy-Efficient Coverage and Connectivity Maintenance for Wireless Sensor Networks,” Journal of Networks, Vol. 4, No. 6, pp. 403-410, 2009. (EI)
  3. Jehn-Ruey Jiang, Jang-Ping Sheu, Ching Tu, and Jih-Wei Wu, “Anonymous Path Routing (APR) Protocol for Wireless Sensor Networks,” Journal of Information Science and Engineering (JISE), Vol. 27, No. 4, pp. 657-680, 2011. (EI, SCI)
  4. Jehn-Ruey Jiang, Yung-Liang Lai, and Fu-Cheng Deng, “Mobile Robot Coordination and Navigation with Directional Antennas in Positionless Wireless Sensor Networks,” International Journal of Ad Hoc and Ubiquitous Computing (IJAHUC), Vol. 7, No. 4,  pp. 272-280, 2011. (EI, SCI)
  5. Ming-Kuei Yeh, and Jehn-Ruey Jiang, “Parallel Splitting for RFID Tag Anti-Collision,” International Journal of Ad Hoc and Ubiquitous Computing (IJAHUC), Vol. 8 No. 4, pp. 249-260, 2011. (EI, SCI)
  6. Yu-Chia Chang, Jehn-Ruey Jiang, and Jang-Ping Sheu, “An Asynchronous Duty Cycle Adjustment MAC Protocol for Wireless Sensor Networks,” Journal of Internet Technology, Vol. 13, No.3, pp. 395-404, 2012. (EI, SCIE)
  7. Jehn-Ruey Jiang, and Yung-Liang Lai, “Wireless Broadcasting with Optimized Transmission Efficiency,” Journal of Information Science and Engineering (JISE), Vol28, No.3, pp. 479-502, 2012. (EI, SCI)
  8. Yung-Liang Lai, and Jehn-Ruey Jiang, “A Genetic Algorithm for Data Mule Path Planning in Wireless Sensor Networks,” Applied Mathematics & Information Sciences (AMIS), Vol. 7, No. 1, pp. 413-419, 2013. (EI, SCI)
  9. Jehn-Ruey Jiang, Chih-Ming Lin, Feng-Yi Lin, and Shing-Tsaan Huang, "ALRD: AoA Localization with RSSI Differences of Directional Antennas for Wireless Sensor Networks," International Journal of Distributed Sensor Networks, Vol. 2013, Article ID 529489, 10 pages, 2013. (SCI)
  10. Yung-Liang Lai, and Jehn-Ruey Jiang, “A 3-dimensional broadcast protocol with optimised transmission efficiency in wireless networks,” International Journal of Ad Hoc and Ubiquitous Computing (IJAHUC), Vol. 12, No. 4, pp. 205-215, 2013. (EI, SCI)
  11. Chin-Ling Chen, Yu-Chung Huang, and Jehn-Ruey Jiang, “A secure ownership transfer protocol using EPCglobal Gen-2 RFID,” Telecommunication Systems, Vol. 53, No. 4, pp.  387-399, 2013. (EI, SCI)
  12. Yung-Liang Lai, and Jehn-Ruey Jiang, “Pricing Resources in LTE Networks through Multi-Objective Optimization,” The Scientific World Journal, Vol. 2014, Article ID 394082, 9 pages, January 2014.  (EI, SCI)
  13. Jehn-Ruey Jiang, Chih-Ming Lin, Kai-Chao Cheng, and Shing-Tsaan Huang, "Fingerprinting Localization with Cruciate Directional Antennas for Wireless Sensor Networks," International Journal of Ad Hoc and Ubiquitous Computing (IJAHUC),  Vol.15, No. 1/2/3, pp. 161-170, 2014. (EI, SCI)
  14. Ming-Kuei Yeh, Jehn-Ruey Jiang, and Shing-Tsaan Huang, "Four-ary query tree splitting with parallel responses for RFID tag anti-collision," International Journal of Ad Hoc and Ubiquitous Computing (IJAHUC),  Vol. 16, No. 3, pp. 193-205, 2014. (EI, SCI)
  15. Mahardeka Tri Ananta , Jehn-Ruey Jiang, and Muhammad Aziz Muslim, "Multicasting with the Extended Dijkstra’s Shortest Path Algorithm for Software Defined Networking," International Journal of Applied Engineering Research, Vol. 9, No. 23, pp. 21017-21030, 2014.
  16. Widhi Yahya, Achmad Basuki, and Jehn Ruey Jiang, "The Extended Dijkstra’s-based Load Balancing for OpenFlow Network," International Journal of Electrical and Computer Engineering, Vol. 5, No. 2, pp. 289-296, 2015.
  17. Yung-Liang Lai, and Jehn-Ruey Jiang, “Optimizing Sink-Connected Barrier Coverage in Wireless Sensor Networks,” International Journal of Ad Hoc and Ubiquitous Computing (IJAHUC), Vol. 20, No. 1, pp. 39-48, 2015. (EI, SCI)
  18. Jehn-Ruey Jiang, and Ji-Hau Liao, “Efficient Wireless Charger Deployment for Wireless Rechargeable Sensor Networks,” Energies, Vol. 9, Issue. 9, 696; doi:10.3390/en9090696, 2016. (SCI)(IF: 2.077)
  19. Yung-Liang Lai, and Jehn-Ruey Jiang, “Optimizing Detection Quality and Transmission Quality of Barrier Coverage in Heterogeneous Wireless Sensor Networks,” Mobile Networks and Applications, Vol 21, April 2017. (SCI)(IF: 1.538)
  20. Ke-Han Yao, Jehn-Ruey Jiang, Chung-Hsien Tsai and Zong-Syun Wu, “Evolutionary Beamforming Optimization for Radio Frequency Charging in Wireless Rechargeable Sensor Networks,” Sensors, 17(8), 1918, 2017. (SCI)(IF: 3.275)
  21. Jehn-Ruey Jiang,  Yen-Chung Chen, and Ting-Yu Lin, "Particle swarm optimization for charger deployment in wireless rechargeable sensor networks," International Journal of Parallel, Emergent and Distributed Systems, Taylor & Francis Online, 2018.
  22. Jehn-Ruey Jiang,  Hanas Subakti, and Hui-Sung Liang, "Fingerprint Feature Extraction for Indoor Localization," Sensors, 21(16), 5434, 2021. (SCI)(IF: 3.576)
  23. Jehn-Ruey Jiang,  and Hanas Subakti, "An Indoor Location-Based Augmented Reality Framework," Sensors, 23(3), 1370, 2023. (SCI)(IF: 3.576)
  24. Jehn-Ruey Jiang, and You-Lin Chen, "Transfer Learning for Fingerprint-based Indoor Localization Calibration," in Proc. of  IEEE International Conference on Consumer Electronics - Taiwan (IEEE 2023 ICCE-TW), July 17-19, 2023.
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