Advisor
| # | 代表作 |
|---|---|
| 1 | Eric Hsiao-kuang Wu, Meizhen Chen, “JTCP, Jitter-based for Wireless Networks”, IEEE Journal of Selected Area Communications (JSAC) Vol. 22, No. 4, May 2004, pp. 757-766. (SCI) (Impact Factor: 2.64) |
| # | 重要著作 |
|---|---|
| 1 | Eric Hsiao-kuang Wu, Pei-hung Chuang, "Dynamic QoS allocation for Multimedia Ad hoc Wireless Networks", ACM Mobile Networks and Applications (MONET) 6, Aug 2001, pp. 377-384. (SCI) |
| 2 | Chun-Yuah Chiu, Eric Hsiao-kuang Wu, and Gen-Huey Chen, “Stability Aware Cluster Routing Protocol for mobile Ad-Hoc Network”, Journal on Wireless Communication and Mobile Computing (WCMC) , vol. 3, no. 4, 2003, pp. 503-515. (SCI) |
| 3 | Ming-Hui Jin, Eric Hsiao-kuang Wu, Jorng-Tzong Horng,” A Decomposition Approach for Fixed Channel Assignment Problems in large scale cellular networks”, Journal of communications and networks, Vol. 5, No. 1, pp. 43-54, March 2003 (SCI)(ISSN 1229-2370). |
| 4 | C.-H. Chang and Eric Hsiao-kuang Wu, “AMRST: Adaptive Multicast Routing for Satellite-Terrestrial Network”, Elsevier Journal of Computer Networks, 43 (2003), pp. 713-734. (SCI) |
| 5 | Eric Hsiao-kuang Wu and Chao-Hsu Chang, “An Intelligent Routing Protocol for the Global Broadband Satellite-Terristrial Network”, Journal of Computers, Vol.15, No 1, March 2003. (EI) |
| 6 | Ming-Hui Jin, Eric Hsiao-kuang Wu, Yu-Ting Wang, Chin-Hua Hsu, “Location Query Based on Moving Behaviors”, Lecture Notes in Computer Science (LNCS) 2736, Sep. 2003, pp. 297-307. (SCI) |
| 7 | Eric Hsiao-kuang Wu, Yi-Zhan Huang, “Dynamic Adaptive Routing for a Heterogeneous Wireless Network”, ACM Mobile Networks and Applications (MONET) Vol. 9, June 2004, pp. 219-233. (SCI) |
| 8 | Ming-Hui Jin, Eric Hsiao-kuang Wu, Chaohsu Chang,” An intelligent Handover Scheme for the next generation Personal Communication System”, Journal of Communications and Networks, Vol. 6, No. 3, September 2004, pp. 245-257. (SCI) (ISSN 1229-2370) |
| 9 | Yi-Hsien Tseng, Eric Hsiao-kuang Wu, Kuen-Long Shieh, and Gen-Huey Chen, “Efficient Resource Allocation for IEEE 802.15.3(a) Ad Hoc Networks”, Lecture Notes in Computer Science (LNCS) 3283, Springer, Nov. 2004, pp. 128-142. (SCI) |
| 10 | Eric Hsiao-kuang Wu, Wei-Ren Yang “Pragmatic General Multicast Congestion Control Protocol for Wireless Networks”, Journal on Wireless Communication and Mobile Computing (WCMC), 2005. (SCI), June 2005, Vol 5, No. 4, pp. 487-499. |
| 11 | Eric Hsiao-kuang Wu, Chiang Jui-Hao and Hsin-Pu Chung,” An Adaptive Scheduled Transmission Strategy for Multimedia Services in WCDMA Systems” Lecture Notes in Computer Science (LNCS) Volume 3619, Springer, July. 2005, pp. 128-142. (SCI )(ISSN: 0302-9743) |
| 12 | Chia-Cheng Hu, Eric Hsiao-kuang Wu, Gen-Huey Chen, Chiang Jui-Hao” Mobility-Aware On-demand Global Hosts for Ad-Hoc Multicast” Lecture Notes in Computer Science (LNCS) Volume 3619, Springer, July. 2005, pp. 128-142. (SCI)( ISSN: 0302-9743) |
| 13 | Chun-Yuan Chiu, Yu-Liang Juo, Eric Hsiao-kuang Wu, Gen-Huey Chen, “An Intelligent Mechanism for Increasing the Bandwidth Utilization of QoS Applications in Ad Hoc Wireless Networks”, WSEAS Transactions on Communications, Issue 11, Vol 4, November 2005, pp. 1237-1243. (SCI, EI) |
| 14 | Eric Hsiao-kuang Wu, Ming-I-Hsieh, Hsu-Te Lai “A Novel Low Latency Packet Scheduling Scheme for Broadband Networks”, to appear in Lecture Notes in Computer Science (LNCS), Springer, Nov. 2005. (SCI) |
| 15 | Eric Hsiao-kuang Wu, Ming-I Hsieh, Chung-Yuan Knight Chang“SARS: A linear Source Model Based Adaptive Rate Control Schme for TCP-Friendly Real Time MPEG-4 Video Streaming”, in Lecture Notes in Computer Science (LNCS), Springer, Nov. 2005. (SCI) |
| 16 | Shyh-Fang Huang, Eric Hsiao-kuang Wu, “Adaptive VoIP smoothing of Pareto Traffic based on Optimal E-model Quality”, to appear in Lecture Notes in Computer Science (LNCS), Springer, Nov. 2005. (SCI) |
| 17 | Chiang-chen Hu, Eric Hsiao-kuang Wu, and Gen-Huey Chen “OGHAM: On-Demand Global Hosts for Mobile Ad-Hoc Multicast Services”, Elsevier Journal of Ad hoc Networks. Vol 6, 2006 (SCI) |
| 18 | Eric Hsiao-kuang Wu, Yu-Hsun Chen and Hsin-Pu Chung,” TASS: An Adaptive Scheduled Transmission Strategy for Multimedia Services in WCDMA Systems” will appear in Lecture Notes in Computer Science (LNCS), Springer, January. 2006. (SCI) |
| 19 | Ming-I Hsieh and Eric Hsiao-kuang Wu, “Postgate: QoS-aware Bandwidth Management for Last-mile ADSL Broadband Services”, WSEAS Transactions on Communications, Issue 5, Vol 5, May 2006. (SCI, EI) |
| 20 | Shyh-Fang Huang, Eric Hsiao-kuang Wu, and Pao-Chi Chang, “A New Optimal Adaptive Voice Smoother Based on Lagranigian Multipler Method for VoIP Service”, WSEAS Transactions on Communications, Issue 5, Vol 5, May 2006. (SCI, EI) |
| 21 | Eric Hsiao-kuang Wu, Ming-I Hsieh, Hsu-Te Lai, “Low latency and efficient packet scheduling for streaming applications”, to in Elsevier Journal of Computer Communications, Volume 29, Issue 9, May 2006, pp. 1413-1421. (SCI) |
| 22 | Shyh-fang Huang, Eric Hsiao-kuang Wu, Pao-Chi Chang, ”Adaptive Voice Smoothing Scheme with Optimal E-Model Method for VoIP services”, in IEICE Transactions on Communications, Vol. E89-B, No. 6, pp. 1862-1868, July 2006. (SCI) |
| 23 | Ming-I Hsieh, Eric Hsiao-kuang Wu, Meng-Feng Tsai, “FasterDSP: A Faster Approximation Algorithm for Directed Steiner Tree Problem” in Journal of Information Science and Engineering (JISE). Nov, 2006 (SCI) |
| 24 | Shyh-Fang Huang, Eric Hsiao-kuang Wu, “Adaptive VoIP smoothing with Optimal Playback Delay Based on the ITU-T E-Model”, in Lecture Notes in Computer Science (LNCS). (SCI) 2006 |
| 25 | Yu-Liang Kuo, Eric Hsiao-kuang Wu, Gen-Huey Chen, “HQR: Hidden Route Aware QoS Routing Protocol for Mobile Ad Hoc Networks”, in WSEAS Transactions on Communications 2006. (SCI) |
| 26 | Eric Hsiao-kuang Wu, Yu-Chen Huang and Gui-Kui Chang, “EJTCP: Enhanced Jitter-based TCP for Wireless Broadband Network”, in Journal of Information Science and Engineering (JISE). Nov 2006 (SCI) |
| 27 | Yi-Hsien Tseng, Eric Hsiao-kuang Wu, and Gen-Huey Chen, “Scene-Change Aware Dynamic Bandwidth Allocation for Real-time VBR Video Transmission over IEEE 802.15.3 Wireless Home Networks, in IEEE Transactions on Multimedia, Volume 9, Issue 3, April 2007, pp. 642-654. (SCI) |
| 28 | Ming-Hui Jin, Jorng-Tzong Horng, and Eric Hsiao-kuang Wu, “Location Query Based on Moving Behaviors”, in Elsevier Journal of Information Systems. Volume 32, No. 3, May 2007, pp. 385-401. (SCI) |
| 29 | Yi-Hsien Tseng, Eric Hsiao-kuang Wu, Gen-Huey Chen, “An On-line Measurement-based Admission control for VBR Video Traffic in Wireless Multimedia Home Networks”, in Lecture Notes in Computer Science (LNCS), Springer, June 2007. |
| 30 | Eric Hsiao-kuang Wu, Wei-Li Chang, Hsuan-Hao Chan, “Rate-Adapted Channel Assignment and Routing Algorithm for Multi-Channel WirelessMAN Mesh Networks, in Lecture Notes in Computer Science (LNCS), Springer, June 2007. |
| 31 | Eric Hsiao-kuang Wu, Wei-Li Chang, Chun-Wei Chen, “Gateway Zone Mulit-path Routing in Wireless Mesh Network”, in Lecture Notes in Computer Science (LNCS), Springer, June 2007. |
| 32 | Yu-Chen Huang, Chun-Shien Lu, and Eric Hsiao-kuang Wu, “JitterPath: One-Way Delay Jitter-based Available Bandwidth Estimation for Multimedia QoS”, in IEEE Transactions on Multimedia, Volume 9, Issue 4, June 2007, pp. 798-812 (SCI) |
| 33 | Chun-Yuah Chiu, Eric Hsiao-kuang Wu, and Gen-Huey Chen, “A Reliable and Efficient MAC Layer Broadcast (Multicast) Protocol for Mobile Ad Hoc Networks”, in IEEE Transactions on Vehicular Technology, July 2007, Volume 56, Issue 4, pp. 2296-2305 (SCI) |
| 34 | Eric Hsiao-kuang Wu, Yu-Chen Huang and Gui-Kui Chang, “EJTCP: Enhanced Jitter-based TCP for Wireless Broadband Network”, in Journal of Information Science and Engineering (JISE). Nov 2007 (SCI) |
| 35 | Yu-Hsun Chen, Eric Hsiao-kuang Wu, “Group-based Relay Protocol for Reliable Mutlicast Service for Future Wireless Networks”, in International Journal of Electrical Engineering. 2008 |
| 36 | Chun-Yuah Chiu, Yuliang Kuo, Eric Hsiao-kuang Wu, and Gen-Huey Chen “Bandwidth-Constrained Routing Problem in Wireless Ad-Hoc Networks”, in IEEE Transactions on Parallel and Distributed Systems. Vol 19, No. 1, January 2008, p.p. 4-14. (SCI) |
| 37 | Chiang-chen Hu, Eric Hsiao-kuang Wu, and Gen-Huey Chen, “Bandwidth Satisfied Multicast tree in MANETs”, in IEEE Transaction on Mobile Computing, vol. 7, no. 6, pp. 712-723, Feb., 2008 . (SCI) |
| 38 | Yi-Hsien Tseng, Eric Hsiao-kuang Wu, Gen-Huey Chen, “An Admission Control Scheme Based on On-Line Measurement for VBR Video Streams over Wireless Home Networks”, IEEE Transactions on Multimedia. (SCI) 2008, vol. 10, no. 3, pp. 470-479, April, 2008 . (SCI) |
| 39 | Yu-Liang Kuo, Kun-Wei Lai, Frank Yeong-Sung Lin, Yean-Fu Wen, Eric Hsiao-kuang Wu, and Gen-Huey Chen, “Multirate Throughput Optimization With Fairness Constraints in Wireless Local Area Networks”, IEEE Transactions on Vehicular Technology. Vol. 58, No. 5, pp. 2417-2425, June 2009. (SCI). |
| 40 | Chiang-Chen Hu, Eric Hsiao-kuang Wu, and Gen-Huey Chen, “Stable Backbone Hosts and Stable Multicast Routes in Two-Tier Mobile Ad-Hoc Networks”, in IEEE Transactions on Vehicular Technology. Vol 58, No. 9, pp. 5020-5036 Nov 2009 (SCI). |
| 41 | Pratap Kumar Sahu, Eric Hsiao-kuang Wu, Jagruti Sahoo, Mario Gerla (2010, Dec). DDOR: Destination Discovery Oriented Routing in Highway/Freeway VANETs. Springer Telecommunication Systems, 50, 267-284. (SCI). 本人為通訊作者. |
| 42 | Jyh-Ming Chen, Ching-Hsiang Chu, Eric Hsiao-kuang Wu, Meng-Feng Tsai, and Jian-Ren Wang (2011, Jan). Improving SCTP Performance by Jitter-based Congestion Control over Wired-Wireless Networks. EURASIP Journal on Wireless Communications and Networking, 2011. (SCI). 本人為通訊作者. |
| 43 | Jagruti Sahoo, Eric Hsiao-kuang Wu,Pratap Kumar Sahu, and Mario Gerla (2011, Sep). Binary-Partition-Assisted MAC-Layer Broadcast for Emergency Message Dissemination in VANETs. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, VOL. 12, NO. 3, P. 757-P. 770. (SCI). |
| 44 | Hsien-Cheng Weng, Yu-Hsun Chen, Eric Hsiaokuang Wu, and Gen-Huey Chen (2012, May). Correlated Data Gathering with Double Tress in Wireless Sensor Networks. IEEE Sensors Journal., Vol. 62, No.5, pp. 1147-1156. (SCI). 本人為 通訊作者. |
| 45 | Han-Chiuan Luo, Eric Hsiao-Kuang Wu, Gen-Huey Chen (2013, Jan). A Transmission Power/Rate Control Scheme in CSMA/CA-Based Wireless Ad Hoc Networks.. IEEE Transactions on Vehicular Technology., Vol. 62, No. 1, pp.427- 431. (SCI). |
| 46 | Pratap Kumar Sahu, Eric HsiaoKuang Wu, Jagruti Sahoo, Mario Gerla (2013, Mar). BAHG: Back-Bone-Assisted Hop Greedy Routing for VANET's City Environments. IEEE Transactions on Intelligent Transportation Systems. , vol. 14, no. 1, pp. 199-213. (SCI). 本人為通訊作者. |
| 47 | Jyh-Ming Chen, Eric Hsiao-Kuang Wu, Hsiang-Wei Lu, Ching-Hsiang Chu and Meng-Feng Tsai (2013, May). Channel condition self-clocked packet scheduling scheme for wireless networks. EURASIP Journal on Wireless Communications and Networking, 2013:131, pp 1-pp 18. |
| 48 | Pratap Kumar Sahu, Eric HsiaoKuang Wu, Jagruti Sahoo (2013, Aug). DuRT: Dual RSSI Trend Based Localization for Wireless Sensor Networks. IEEE sensor journal, Vol. 13. No. 8. pp. 3115-3123. (SCI). 本人為通訊作者. |
| 49 | Jagruti Sahoo, Eric Hsiaokuang Wu, Pratap Kumar Sahu, Mario Gerla (2013, Sep). Congestion Controlled Coordinator based MAC for Safety-Critical Message Transmission in VANETs. IEEE Transactions on Intelligent Transportation Systems., Vol. 14, No. 3, pp 1423-1437. (SCI). 本人為通訊作者. |
| 50 | Eric Hsiao-kuang Wu, Jagruti Sahoo, Chi-Yun Liu, Ming-Hui Jin, Shu Hui Lin (2014, Jan). “Agile Urban Parking Recommendation Service for Intelligent Vehicular Guiding System.” IEEE Intelligent Transportation Systems Magazine, 6(1):35-49. (SCI). |
| 51 | Lyu-Han Chen, Eric Hsiao-kuang Wu, Ming-Hui Jin, and Gen-Huey Chen (2014, Apr). “Homogeneous Features Utilization to Address the Device Heterogeneity Problem in Fingerprint Localization.” IEEE Sensors Journal, 14(4):998-1005. (SCI). |
| 52 | Lyu-Han Chen, Eric Hsiao-kuang Wu, Ming-Hui Jin, and Gen-Huey Chen (2014, Nov). “Intelligent Fusion of Wi-Fi and Inertial Sensor-Based Positioning Systems for Indoor Pedestrian Navigation.” IEEE Sensor Journal, Vol. 14 No. 11, pp. 4034-4042. (SCI). |
| 53 | Cheng Yu-Chun, Cheng-Fu Chou, Eric Hsiaokuang Wu, Gen-Huey Chen (2015, Oct). A Cognitive TCP Design for a Cognitive Radio Network with an Unstable- Bandwidth Link. IEEE Transactions on Computer, Vol. 64 No. 10 , pp.2730- 2740. (SCI). 本人為通訊作者. |
| 54 | Shu-Hui Lin, Chung-Yu Chen, Eric Hsiao-Kuang Wu, Ching-Yao Chan, Emery Jou (2016, Jan). A New e-Bus System Using Two-Way Government Radio Networks. IEEE Intelligent transportation systems magazine, Vol. 8 No. 1, pp.51-60. 本人為通訊作者. |
| 55 | Yu-Chun Cheng, Eric Hsiao-kuang Wu, Gen-Huey Chen. “A Decentralized MAC Protocol for Unfairness Problems in Coexistent Heterogeneous Cognitive-Radio-Networks Scenarios with Collision-Based Primary Users.” IEEE Systems Journal, Vol. 10, No. 1, pp. 346-357, March 2016. (SCI). |
| 56 | Binayak Kar, Eric Hsiao-kuang Wu, and Ying-Dar Lin "The Budgeted Maximum Coverage Problem in Partially Deployed Software Defined Networks"IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, VOL. 13, NO. 3, SEPTEMBER 2016, pp 394- 406. |
| 57 | Min-Te Sun, Ching-Hsiang Chu,Eric Hsiao-Kuang Wu, Member, and Chi-Sen Hsiao (2016, Dec). Efficient Articulation Point Collaborative Exploration for Reliable Communications in Wireless Sensor Networks. IEEE SENSORS JOURNAL , VOL. 16, NO. 23, PP. 8578-8588. 本人為通訊作者. |
| 58 | Yu-Hsun Chen, Chia-Cheng Hu, Eric Hsiao-Kuang Wu, Shu-Min Chuang, and Gen-Huey Chen (2017, Jan). A Delay-Sensitive Multicast Protocol for Network Capacity Enhancement in Multirate MANETs. IEEE Systems Journal. March 2018, Vol 12, No 1, pp. 926-937. |
| 59 | Min-Te Sun, Ching-Hsiang Chu, Eric Hsiao-Kuang Wu, Chi-Sen Hsiao, and Andy An-Kai Jeng (2017, Mar).Distributed Topology Control for Energy-Efficient and Reliable Wireless Communications. IEEE Systems Journal, Volume: 12, Issue:3, SEPTEMBER 2018, pp. 2152-2161. 本人為通訊作者 |
| 60 | Yu-Hsun Chen, Eric Hsiao-Kuang Wu and Gen-Huey Chen (2017, Jun), "Bandwidth-Satisfied Multicast by Multiple Trees and Network Coding in Lossy MANETs," IEEE Systems Journal, Volume: 11, Issue:2, pp. 1116-1127. 本人為通訊作者. |
| 61 | Yu-Hsun Chen, Eric Hsiaokuang Wu, Jiun-Han Lin, and Gen-Huey Chen, "Bandwidth-Satisfied and Coding-Aware Multicast Protocol in MANETs," IEEE Transactions on Mobile Computing, Volume. 17, Issue. 8, AUGUST 2018, pp 1778-1790. |
| 62 | Binayak Kar, Eric Hsiao-Kuang Wu, and Ying-Dar Lin,"Energy Cost Optimization in Dynamic Placement of Virtualized Network Function Chains," (2018, Mar) IEEE Transactions on Network and Service Management, Volume: 15, Issue: 1, pp.372-386 |
| 63 | Chun-Han Lin, Lyu-Han Chen, Eric Hsiao-Kuang Wu, Ming-Hui Jin, Gen-Huey Chen, Jose Luis Garcia Gomez, and Cheng-Fu Chou, "An Indoor Positioning Algorithm Based on Fingerprint and Mobility Prediction in RSS Fluctuation-Prone WLANs," (2019, May) will appear in IEEE Transactions on Systems, Man and Cybernetis: Systems. 本人為通訊作者 |
| 64 | Lieu-Hen Chen, Hao-Ming Hung, Chen-Yu Sun, Eric Hsiao-Kuang Wu, Yasufumi Takama (2020, March). CANavi: Synthesizing Cartoon-Like Animation for Street Navigation Based on Google Maps. IEEE Intelligent transportation systems magazine. 本人為通訊作者. |
| 65 | Jiun-Fu Chen, Chieh-Chih Wang, Eric Hsiao-Kuang Wu, and Cheng-Fu Chou (2020, January). Simultaneous Heterogeneous Sensor Localization, Joint Tracking, and Upper Extremity Modeling for Stroke. IEEE system journal, Volume:14, Issue: 3, pp. 3570-3581. |
| 66 | Eric Hsiao-Kuang Wu, Chun-Han Lin, Yu-Yen Ou, Chen-Zhong Liu, Wei-Kai Wang, Chi-Yun Chao, "Advantages and Constraints of a Hybrid Model K-12 E-Learning Assistant Chatbot," (2020, April) IEEE Access, Volume: 8, Issue:1, pp. 77788-77801. |
| 67 | Binayak Kar, Eric Hsiao-Kuang Wu, Ying-Dar Lin, "Communication and Computing Cost Optimization of Meshed Hierarchical NFV Datacenters," (2020, May) IEEE Access, Volume: 8, pp. 1-15. |
| 68 | Shih-Ching Yeh, Sheng-Yang Lin, Eric Hsiao-Kuang Wu, Kai-Feng Zhang, Xiu Xu, Albert Rizzo, Chia-Ru Chung, "A Virtual-Reality System Integrated with Neuro-Behavior Sensing for Attention-Deficit / Hyperactivity Disorder Intelligent Assessment," (2020, Sep) IEEE Transactions on Neural Systems and Rehabilitation Engineering, Volume 28, Issue 9, pp. 1899-1907. |
| 69 | ERIC HSIAO-KUANG WU, SUNG-EN CHEN, JHAO-JHONG LIU, YU-YEN OU, MIN-TE SUN, "A Self-Relevant CNN-SVM Model for Problem Classification in K-12 Question-Driven Learning", IEEE Access, (Volume:8), Nov 2020, pp. 225822-225830. |
| 70 | Meng-Chang Tsai, Chia-Ru Chung, Chun-Chuan Chen, Jyun-Yu Chen, Shih-Ching Yeh, Chun-Han Lin, Ying-Ju Chen, Ming-Che Tsai, Ya-Ling Wang, Chia-Ju Lin, Eric Hsiao-Kuang Wu, “An Intelligent Virtual-Reality System with Multi-Model Sensing for Cue-Elicited Craving in Patients with Methamphetamine Use Disorder”, IEEE Transactions on Biomedical Engineering, vol. 68, no. 7, pp. 2270-2280, July 2021, doi: 10.1109/TBME.2021.3058805. |
| 71 | Chia-Fen Tsai, Chun-Chuan Chen, Eric Hsiao-Kuang Wu, Chia-Ru Chung, Cheng-Yi Huang, Po-Yi Tsai, Shih-Ching Yeh, "A Machine-Learning-Based Assessment Method for Early-Stage Neurocognitive Impairment by an Immersive Virtual Supermarket," in IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 29, pp. 2124-2132, 2021, doi: 10.1109/TNSRE.2021.3118918. |
| 72 | R. Vaitheeshwari, Shih-Ching Yeh, Eric Hsiao-kuang Wu, Jyun-Yu Chen, Chia-Ru Chung, “Stress Recognition Based on Multiphysiological Data in High-Pressure Driving VR Scene” , IEEE Sensor Journal, Vol. 22, Issue: 20, pp. 19897 - 19907, October 2022. |
| 73 | Chia-Ru Chung, Mu-Chun Su, Si-Huei Lee, Eric Hsiao-kuang Wu, Li-Hsien Tang; Shih-Ching Yeh, “An Intelligent Motor Assessment Method Utilizing a Bi-Lateral Virtual-Reality Task for Stroke Rehabilitation on Upper Extremity” , IEEE Journal of Translational Engineering in Health and Medicine, vol. 10, October 2022. |
| 74 | Chun-Chuan Chen, Meng-Chang Tsai, Eric Hsiao-kuang Wu, Chia-Ru Chung, Yuchi Lee, Po-Ru Chiu, Po-Yi Tsai, Shao-Rong Sheng, Chih-Ching Yeh, “Neuronal Abnormalities Induced by an Intelligent Virtual Reality System for Methamphetamine Use Disorder” , IEEE Journal of Biomedical and Health Informatics, Volume: 26, Issue: 7, pp. 3458 - 3465 , July 2022. |
| 75 | Chun-Chuan Chen, Chia-Ru Chung, Meng-Chang Tsai, Eric Hsiao-Kuang Wu, Po-Ru Chiu, Po-Yi Tsai, Chih-Ching Yeh, "Impaired brain-heart relation in patients with methamphetamine use disorder during VR induction of drug cure reactivity" ,(2022, Dec) IEEE Journal of Translational Engineering in Health and Medicine. |
| 76 | Jui-Hsuan Lee, Eric Hsiao-Kuang Wu, Yu-Yen Ou, Yueh-Che Lee, Cheng-Hsun Lee, and Chia-Ru Chung, "Anti-Drugs Chatbot: Chinese BERT-Based Cognitive Intent Analysis" ,(2023, Feb) IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 1-8. 本人為通訊. |
| 77 | Hsiao-Wen Kao and Eric Hsiao-Kuang Wu, "QoE Sustainability on 5G and Beyond 5G Networks" ,(2023, Feb) IEEE Wireless Communications, 30(1), 118-125. |
| 78 | Chun-Chuan Chen, Eric Hsiao-Kuang Wu, Yan-Qing Chen, Ho-Jung Tsai, ChiaRu Chung and Shih-Ching Yeh, "Neuronal Correlates of Task Irrelevant Distractions Enhance the Detection of Attention Deficit/Hyperactivity Disorder" ,(2023, Feb) IEEE Transactions on Neural Systems and Rehabilitation Engineering, Volume: 31, pp. 1302 - 1310. |
| 79 | Chen Chih-Hsuan, Chia-Ru Chung, Hsuan-Yu Yang, Shih-Ching Yeh, Eric Hsiao-Kuang Wu, Hsin-Jung Ting, "Virtual Reality-Based Supermarket for Intellectual Disability Classification, Diagnostics and Assessment" ,(2023, Mar) IEEE Transactions on Learning Technologies, 1-10. 本人為通訊作者. |
| 80 | Chia-Ru Chung, Shih-Ching Yeh, Eric Hsiao-Kuang Wu, and Sheng-Yang Lin, "Qigong Master: A Qigong-based attention training game using action recognition and balance analysis" ,(2023, May) IEEE Transactions on Games, 1-8. 本人為通訊作者. |
| 81 | R. Vaitheeshwari, Shih-Ching Yeh, Eric Hsiao-Kuang Wu, Fu-An Lin, "Swallowing Intelligent Assessment System Based on Tongue Strength and Surface EMG" ,IEEE Sensors Journal, 2023 (Accept) (SCI, IF=4.325, Rank=14/64, Q1, INSTRUMENTS ） |
| # | International Conference Proceedings |
|---|---|
| 1 | Eric Hsiao-kuang Wu, Ming-Hui Jin, Jorng-Tzong Horng, “Personal Paging Area Design Based On Mobiles Moving Behaviors”, Proceedings of IEEE Infocom 2001, April 2001. |
| 2 | Eric Hsiao-kuang Wu, Ming-Hui Jin, Jorng-Tzong Horng,” An Evolutionary Approach to Fixed Channel Assignment Problems with Limited Bandwidth Constraint”, Proceedings of IEEE ICC 2001, June 2001. |
| 3 | Eric Hsiao-kuang Wu, Chao-hsu Chang, “Adaptive Multicast Routing for Satellite-Terrestrial Network”, Proceedings of IEEE Globecom 2001, Nov 2001. |
| 4 | Eric Hsiao-kuang Wu, Yi-Zhan Huang, Jui-Hao Chiang, “Dynamic Adaptive Routing for Heterogeneous Wireless Network”, Proceedings of IEEE Globecom 2001, Nov 2001. |
| 5 | Eric Hsiao-kuang Wu, Yao-Hsin Chou, “Prompt Connecting Mechanism and Multiple-code Support for Bluetooth Personal Area Network”, Proceedings of European Wireless 2002. |
| 6 | Ming-Hui Jin, Eric Hsiao-kuang Wu, and Jorng-Tzong Horng, “An Intelligent Handoff Scheme Based on Location Prediction Technologies”, Proceedings of European Wireless 2002. |
| 7 | Hand-Chiuan Luo, Eric Hsiao-kuang Wu, Gen-Huey Chen, and Jui-Hao Chiang, “A Fast Bluetooth Symmetric Link Protocol-SF/CAI (Scan First/Collision Avoidance Inquire), Proceedings of European Wireless 2002 |
| 8 | Laner Yu-Liang Kuo, Eric Hsiao-kuang Wu, G.H. Chen, “Intra-Cell Predictive Reservation Schme for Wireless Multimedia Networks”, Proceedings of ICWN’2002. |
| 9 | Eric Hsiao-kuang Wu, Hao-Wei Chang, Shi-Yang Chen, Chunhung Lin” Performance Evaluation of HMA Transmission Strategy in WCDMA downlink”, Proceedings of IEEE ICWN’2002 |
| 10 | Ming-Hui Jin, Eric Hsiao-kuang Wu, Jorng-Tzong Horng, “Location Query Based on Moving Behavior”, Proceedings of IEEE ICCCN’2002. |
| 11 | Cha-hsu Chang, Eric Hsiao-kuang Wu,”An Intelligent Multicast Protocol for Satellite Terrestrial Broadband Network”, Proceedings of IEEE ICCCN’ 2002. |
| 12 | Ming-Hui Jin, Eric Hsiao-kuang Wu, Jorng-Tzong Horng,” A Channel Allocation Algorithm for large scale cellular networks” Proceedings of IEEE ICPADS’2002 |
| 13 | Chun-Yuah Chiu, Eric Hsiao-kuang Wu, Gen-Huey Chen, “Stability Aware Cluster Routing Protocol for Mobile Ad Hoc Network”, Proceedings of IEEE ICPADS’2002. |
| 14 | Eric Hsiao-kuang Wu, Hao-Wei Chang, Kevin Chihcheng Hsu” A QoS-based Hybrid Multiple Access Transmission Strategy in WCDMA downlink”, Proceedings of IEEE WCNC 2003 |
| 15 | Shi-Yang Chen, Eric Hsiao-kuang Wu, Yi-Shuang Chen, “A New Approach Using Time-Based Model for TCP-Friendly Rate Estimation”, Proceedings of IEEE ICC2003 |
| 16 | Chiang-chen Hu, Eric Hsiao-kuang Wu, and Gen-Huey Chen OGHAM：On-demand Global Hosts for Ad-hoc Multicast using Minimum Distance Facility Location”, Proceedings of IEEE ICC2003 |
| 17 | Ming-Hui Jin, Eric Hsiao-kuang Wu, Jorng-Tzong Horng, Chen-Yan Kao, “Location Query Based on Moving Behaviors”, Proceedings of ACM Dexa 2003 |
| 18 | Yi-Hsien Tseng, Eric Hsiao-kuang Wu, Gen-Huey Chen, “Maximum Traffic Scheduling and Capacility for IEEE 802.15.3 High Data Rate MAC Protocol”, Proceedings of IEEE VTC 2003. |
| 19 | Yu-Liang Kuo, Eric Hsiao-kuang Wu, Gen-Huey Chen, “Throughput Analysis of the Enhanced Distributed Coordination Function in the IEEE 802.11 e”, Proceedings of IEEE VTC 2003. |
| 20 | Ming-Hui Jin, Eric Hsiao-kuang Wu, Yun-Bin Liao, Hui-Chun Liao, “802.11-based positioning system for Context Aware Applications”, Proceedings of IEEE Globecom 2003. |
| 21 | Yu-Liang Juo, Chi-Hung Lu, Eric Hsiao-kuang Wu, Gen-Huey Chen, “An Admission Control Stragegy for Differentiated Service in IEEE 802.11”, Proceedings of IEEE Globecom 2003. |
| 22 | Eric Hsiao-kuang Wu, Hsu-Te Lai, Meng-feng Tsai,” Low Latency and Efficient Packet Scheduling for Streaming Applications”, Proceedings of IEEE ICC 2004. |
| 23 | Eric Hsiao-kuang Wu, Chien-Shao Tseng, ChungYuan Chang, Meng-feng Tsai,”TMRC: A Load-Adaptive TCP-Friendly Rate Control Protocol for Real Time Multimedia Applications” Proceedings of IEEE ICC2004. |
| 24 | Chia-Hao Hsu, Yu-Liang Kuo, Eric Hsiao-kuang Wu, and Gen-Huey Chen, “QoS Routing in Mobile Ad hoc Networks based on Enhanced Distributed Coordination Function”, Proceedings of IEEE VTC 2004. |
| 25 | Hung-Wei Tseng, Shih-Hsien Yang, Po-Yu Chuang, Eric Hsiao-kuang Wu, and Gen-Huey Chen, “An Energy Consumption Analytic Model for A Wireless Sensor MAC Protocol”, Proceedings of IEEE PIMRC 2004, Spain. |
| 26 | Eric Hsiao-kuang Wu, Ming-I Hsieh, Zhi-Hao, and Jen-Yuang Chiang, “Application Layer Multipoint Conference Using SIP”, Proceedings of IEEE PIMRC 2004, Volume 3, p2129-2133, Sep 2004, Spain. |
| 27 | Eric Hsiao-kuang Wu, Ming-I Hsieh, Mei-Zhen Chen, and Shao-Yi Huang, “JTCP: Congestion Distinction by the Jitter-based Scheme over Wireless Networks”, Proceedings of IEEE PIMRC 2004. Volume 4, p2473-2477, Sep 2004. |
| 28 | Jui-Hao Chiang, Eric Hsiao-kuang Wu, and Gen-Huey Chen, “Location-aware Routing for Ultra-wideband Wireless Ad hoc Networks”, Proceedings of Intelcomm 2004. |
| 29 | Yi-Hsien Tseng, Eric Hsiao-kuang Wu, Kuen-Long Shieh, and Gen-Huey Chen, “Efficeint Resource Allocation for IEEE 802.15.3(a) Ad Hoc Networks”, Proceedings of Intelcomm 2004, pp. 297-307. |
| 30 | Chun-Yuah Chiu, Eric Hsiao-kuang Wu, and Gen-Huey Chen, “A Reliable and Efficient MAC Layer Broadcast (Multicast) Protocol for Mobile Ad Hoc Networks”, Proceedings of Globecom 2004, Dallas, Texas. |
| 31 | Yu-Chen Huang, Chun-Shien Lu, and Eric Hsiao-kuang Wu, “Reliable Available Bandwidth Estimation based on Distinguishing Queueing Regions and Resolving False Estimation” Proceedings of IEEE Globecom 2004, Dallas, Texas. |
| 32 | Yu-Liang Kuo, Eric Hsiao-kuang Wu, and Gen-Huey Chen, “Noncooperative Admission Control for Differentiated Services in IEEE 802.11 WLANs: Game Theoretic Framework”, Proceedings of IEEE Globecom 2004, Dallas, Texas. |
| 33 | Yi-Hsien Tseng, Eric Hsiao-kuang Wu, Kuen-Long Shieh, and Gen-Huey Chen, “Adaptive Real Time Video Traffic Preditor for IEEE 802.15.3 Wireless Ad Hoc Networks”, 4th Mediterranean Workshop on Ad-Hoc Networks (MED-HOC-NET) 2005, Ile de Porquerolles, June 21-24, 2005 |
| 34 | Yu-Liang Kuo, Eric Hsiao-kuang Wu, and Gen-Huey Chen, “Admission Control for Differentiated Service in Wireless Mesh Networks” Meshnets workshop, July 2005 |
| 35 | Chiang-chen Hu, Eric Hsiao-kuang Wu, and Gen-Huey Chen OGHAM：”Bandwidth-Satisfied Multicast Trees in MANETs”, Proceedings of IEEE International Conference on Wireless and Mobile Computing, Networking and Communications (IEEE WiMob’ 2005), Canada, August 2005. |
| 36 | Chun-Yuan Chiu, Yu-Liang Juo, Eric Hsiao-kuang Wu, Gen-Huey Chen, “An Intelligent Mechanism for Increasing the Bandwidth Utilization of QoS Applications in Ad Hoc Wireless Networks”, Proceedings of 2005 WSEAS International Conference on Applied Electrognetics, Wireless and Optical Communications, Corfu, Greece, August 2005. |
| 37 | Chiang-chen Hu, Eric Hsiao-kuang Wu, and Gen-Huey Chen, “Two Bandwidth Violation Problem and Bandwidth-Satisfied Multicast Trees in MANETs”, 10th IFIP International Conference on Personal Wireless Communications PWC 2005, Paris, August, 2005. |
| 38 | Eric Hsiao-kuang Wu, Ming-I-Hsieh, Hsu-Te Lai “A Novel Low Latency Packet Scheduling Scheme for Broadband Networks”, in Proceedings of PCM 2005, Nov. 2005. |
| 39 | Eric Hsiao-kuang Wu, Ming-I Hsieh, Chung-Yuan Knight Chang“SARS: A linear Source Model Based Adaptive Rate Control Schme for TCP-Friendly Real Time MPEG-4 Video Streaming”, in Proceedings of PCM 2005, Nov. 2005. |
| 40 | Shyh-Fang Huang, Eric Hsiao-kuang Wu, “Adaptive VoIP smoothing of Pareto Traffic based on Optimal E-model Quality”, in Proceedings of PCM 2005, Nov. 2005. |
| 41 | Yu-Liang Kuo, Kun-Wei Lai, Frank Yeong-Sung Lin, Yean-Fu Wen, Eric Hsiao-kuang Wu, and Gen-Huey Chen, “Multirate Throughput Optimization for Wireless Local Wireless Network Abnomaly Problem”, in Proceedings of IEEE Broadnet’ 2005, Boston, 2005. |
| 42 | Shih-Hsien Yang_, Hung-Wei Tseng_, Eric Hsiao-kuang Wuy, and Gen-Huey Chen, “Utilization Based Duty Cycle Tuning MAC Protocol for Wireless Sensor Networks”, in Proceedings of IEEE Globecom 2005, Dec 2005. |
| 43 | Yu-Chen Huang, Chun-Shien Lu, and Eric Hsiao-kuang Wu, “Available Bandwidth Estimation via One-Way Delay Jitter and Queueing Delay Propagation Model”, in Proceedings of IEEE WCNC 2006, Las Vegas, U.S.A. |
| 44 | Yu-Liang Kuo, Eric Hsiao-kuang Wu, Gen-Huey Chen, “Hidden Route Aware QoS Routing Protocol for Mobile Multimedia Ad Hoc Networks”, in Proceedings of Applications of Electrical Engineering (AEE ‘ 06) , Prague, Czech Republic, March 12-14, 2006. |
| 45 | Ming-I Hsieh and Eric Hsiao-kuang Wu, “Postgate: QoS-aware Bandwidth Management for Last-mile ADSL Broadband Services”, WSEAS 5th WSEAS Int. Conf. on APPLIED COMPUTER SCIENCE (ACOS '06) May, 2006. |
| 46 | Shyh-Fang Huang, Eric Hsiao-kuang Wu, and Pao-Chi Chang, “A New Optimal Adaptive Voice Smoother Based on Lagranigian Multipler Method for VoIP Service”, 6th WSEAS Int. Conf. on MULTIMEDIA SYSTEMS & SIGNAL PROCESSING (MUSP '06), May 2006. |
| 47 | Shao-Yi Hung, Po-Yu Chuang, Yi-Hsieng Tseng, Eric Hsiao-kuang Wu, and Gen-Huey Chen, “Energy Efficient TCP Transmission for IEEE 802.15.3 WPAN, in Proceedings of IEEE PIMRC 2006, Helsinki, Finland, September, 2006. |
| 48 | Shang-Chin Hung, Shao-Yi Hung, Eric Hsiao-kuang Wu, and Gen-Huey Chen, ”A Decentralized CR System Algorithm for Cognitive Borrowing Scheme from Primary Users”, in Proceedings of IEEE PIMRC 2006, Helsinki, Finland, September, 2006. |
| 49 | Yi-Hsien Tseng, Eric Hsiao-kuang Wu, Gen-Huey Chen, “An On-line Measurement-based Admission control for VBR Video Traffic in Wireless Multimedia Home Networks”, in Proceedings of IFIP Networking 2007, May 2007. |
| 50 | Eric Hsiao-kuang Wu, Wei-Li Chang, Hsuan-Hao Chan, “Rate-Adapted Channel Assignment and Routing Algorithm for Multi-Channel WirelessMAN Mesh Networks, in Proceedings of UIC 2007, June 2007. |
| 51 | Eric Hsiao-kuang Wu, Wei-Li Chang, Chun-Wei Chen, “Gateway Zone Mulit-path Routing in Wireless Mesh Network”, in Proceedings of UIC 2007, June 2007. |
| 52 | Hsien-Cheng Weng¤, Eric Hsiao-kuang Wuy, and Gen-Huey Chen, “A 2-Approximation Double-Tree Algorithm for Correlated Data Gathering in Wireless Sensor Networks”, in Proceedings of IEEE Globecom 2007, December 2007. USA. |
| 53 | Chia-Chen Hung, Eric Hsiao-kuang Wu, “Mobility Pattern Aware Routing for Heterogeneous Vehicular Networks”, in IEEE WCNC 2008, April 2008, U.S.A. |
| 54 | Shao-Yi Hung, Yu-Chen Cheng, Eric Hsiao-kuang Wu, Gen-Huey Chen, “An Opportunistic Cognitive MAC Protocol for Coexistence with WLAN”, in IEEE ICC 2008, May 2008, China. |
| 55 | Eric Hsiao-kuang Wu, Pratap Kumar Sahu, Jagruti Sahoo, “Destination Discovery Oriented Position Based Routing in VANET”, in Proceedings of IEEE VON 2008, Nov 2008, Taiwan. |
| 56 | Eric Hsiao-kuang Wu, Hubert Chi-Yu Wu, Yi-Kai Chiang, Yu-Che Hsieh, Jih-Cheng Chiu, Kuan-Ru Peng, “A Context Aware Interactive Robot Educational Platform”, in Proceedings of IEEE Digital Games and Intelligent Toys Based Education, Nov 2008, Canada. |
| 57 | Eric Hsiao-kuang Wu*, Yong-Lung Ding, Ji-Yuang Liu, Yi-Kai Chiang, "A Context Aware Interactive Robot for Broadband Wireless Learning", in 10th International Conference on Mobile Data Management 2009, May, Taiwan |
| 58 | Jagruti Sahoo, Eric Hsiao-kuang Wu, Mario Gerla, “BPAP: Binary Partition Assisted Emergency Broadcast Protocol for Vehicular Ad Hoc Networks”, in Proceedings of IEEE ICCCN 2009, August, U.S.A. |
| 59 | Yu-Hsun Chen, Chia-Cheng Hu, Eric Hsiao-kuang Wu, Gen-Huey Chen, “Delay-Guaranteed Multicast Routing in Multi-Rate MANETs”, in Proceedings of IEEE Globecom 2009, Nov 2009, Honolulu. |
| 60 | Yu-Hsun Chen, Gen-Huey Chen, and Eric Hsiaokuang Wu (2010, Sep). Multiple trees with network coding for efficient and reliable multicast in MANETs. IEEE 2010 International Conference on Parallel Processing Workshops (ICPPW) , U.S.A.. |
| 61 | Lyu-Han Chen, Gen-Huey Chen, Ming-Hui Jin, and Eric Hsiaokuang Wu (2010, Sep). A Novel RSS-based Indoor Positioning Algorithm Using Mobility Prediction. IEEE 2010 International Conference on Parallel Processing Workshops (ICPPW), U.S.A.. |
| 62 | Yu-Chun Cheng, Eric Hsiaokuang Wu, and Gen-Huey Chen (2010, Nov). A New Wireless TCP Issue in Cognitive Radio Networks. The First International Conference on Networking and Computing. |
| 63 | Han-Chiuan Luo, Eric Hsiaokuang Wu and Gen-Huey Chen (2011, Sep). From Spatial Reuse to Transmission Power Control for CSMA/CA Based Wireless Ad Hoc Networks. IEEE ICPP 2011, Taiwan. |
| 64 | Han-Chiuan Luo, Eric Hsiaokuang Wu and Gen-Huey Chen (2011, Nov). Minimizing Ceased Areas with Power Control for Spatial Reuse in IEEE 802.11 Ad Hoc Networks. IEEE ICPADS 2011, Taiwan. |
| 65 | Lyu-Han Chen, Eric Hsiao-Kuang Wu, Ming-I, Jorng-Tzong Horng, Gen-Huey Chen (2012, Jul). Credit-based Low Latency Packet Scheduling Algorithm for Real Time Applications. 2012 IEEE International Conference on Communication, Networks and Satellite (IEEE COMNETSAT 2012), Indonesia. 本人為通訊作者. |
| 66 | Eric Hsiao-kuang Wu, S.S. Yen, W.T. Hsiao, C.H, Tsai, Y.J. Chen, W.C. Lee,Yu- Wei Chen (2013, Aug). Cross-platform Mobile Personal Health Assistant APP Development for Health Check . IWNA 2013 - 2013 International Workshop on Networking and Applications (IWNA 2013) , Taipei. 本人為第一作者、通訊作 者. |
| 67 | Eric Hsiao-Kuang Wu, Chung-Yu Chen, Ming-Hui Jin and Shu-Hui Lin (2013, Aug). Innovative Wireless Dedicated Network for e-Bus. IWNA 2013 - 2013 International Workshop on Networking and Applications (IWNA 2013) , Taipei. 本人為第一作者、通訊作者. |
| 68 | Eric Hsiao-kuang Wu, C.C. Tseng, Y.Y. Yang, P.Y. Cai, S.S. Yen,Yu-Wei Chen (2013, Aug). Cross-platform And Light-weight Stroke Rehabilitation System for New Generation Pervasive Healthcare . IWNA 2013 - 2013 International Workshop on Networking and Applications (IWNA 2013) . 本人為第一作者、通 訊作者. |
| 69 | Binayak Kar and Eric Hsiao-kuang Wu (2013, Aug). Authentication of Real-time Communication System using KIS Scheme. IWNA 2013 - 2013 International Workshop on Networking and Applications (IWNA 2013) , Taipei. 本人為通訊 作者. |
| 70 | Ching-Hsiang Chu, Jyh-Ming Chen, and Eric Hsiao-Kuang Wu (2013, Nov). A New Transport Protocol for Cloud Servers. The 6th IEEE International Conference on Ubi-Media Computing , Japan. 本人為通訊作者. |
| 71 | Eric Hsiao-Kuang Wu,Chi-WeiLiao (2015, Jul). Design of a Customized Video Player Framework for Android Learning TV . The International Conference on Engineering and Natural Science, Tokyo, Japan. 本人為第一作者、通訊作者. |
| 72 | Eric Hsiaokuang Wu, Yen-Hui Kuo, Chen-Yen Shih, Hsiao-Ping Huang (2016).A DRM System for Multimedia Content in Mobile Applications . The International Conference on Engineering and Natural Science (ICENS-Summer 2016), Kyoto, Japan. 本人為第一作者、通訊作者. |
| 73 | Shumin Chuan, Eric Hsiaokuang Wu, Ding-Jie Huang (2017, Aug). Clock Skew based Security Enhancement for Machine Type Communication Devices. The International Conference on Engineering and Natural Science, Sapporo, Japan. |
| 74 | Shumin Chuang, Wen-Dian Xia, Feng-Chun Hs, Jorng-Tzong Horng, Eric Hsiao-Kuang Wu (2017, Aug). Messager System for K-12. The Internal Conference on Engineering and Natural Science, Sapporo, Japan. 本人為通訊作者. |
| 75 | Yuehua Ji, Yanrong Xu, Yanyan Huang, Liang Wei, Hsiao-Kuang Wu, Shih-Ching The, “Diagnostic and Rehabilitation System for Alzheimer’s Disease Based on Virtual Reality Technology in Rehabilitation Rooms”, IEEE International Conference on Industrial Cyber-Physical Systems (ICPS 2019). |
| 76 | Yunchuan Tan, Daqian Zhu, Hongyun Gao, Ting-Wei Lin, Hsiao-Kuang Wu, Shih-Ching Yeh, “Virtual Classroom: An ADHD Assessment and Diagnosis System Based on Virtual Reality”, IEEE International Conference on Industrial Cyber-Physical Systems (ICPS 2019). |
| 77 | Yen-Hui Kuo, Shu-Hui Lin, Eric Hsiao-Kuang Wu (2017, Nov). Easy i-Move: Structured Image Recognition Solution for Automatic Guided Vehicles. VTCA: International Conference on Smart Vehicular Technology, Transportation, Communication and Applications, Kaohsiung. 本人為通訊作者. |
| 78 | Pin Jung Chen, Yi Rong Lin, Yu Rong Chen, Sin Hong Liou, Eric Hsiaokuang Wu (2018, Aug). AR LAB for Innovative Teenage Learning and Experience. ISER - 420th International Conference on Science, Technology, Engineering and Management (ICSTEM -2018), London. 本人為通訊作者. |
| 79 | Yen-Hui Kuo1, Shu-Hui Lin1, Eric Hsiao-Kuang Wu (2018, Aug). Smart Driving Control for Unmanned Driving Vehicle System in Factory . International Conference on Control, Automation, Robotics and Vision Engineering (ICCARVE), Paris. 本人為通訊作者. |
| 80 | Shiu-Hau Tsai, Ying-Hao Hsieh, Ting-Hao Chao, Shih-Ching Yeh, Eric Hsiao- Kuang Wu, Hsiao-Wen Kao (2020, Nov). Early Intervention VR Sporting Games for Motor Skill Developmental Delay Children. IEEE International Symposium on Computer, Consumer and Control, Taiwan. |
| 81 | Yu Hsuan Wu, Eric Hsiaokuang Wu (2020, Nov). AI-based College Course Selection Recommendation System: Performance Prediction and Curriculum Suggestions. IEEE International Symposium on Computer, Consumer and Control, Taiwan. |
| 82 | Eric Hsiao-Kuang Wu, Chia-Sheng Chen, and Ting-Kai Yeh, Shih-Ching Yeh (2020, Sep). Interactive Medical VR Streaming Service based on Software Defined Network: Design and Implementation. 2020 IEEE International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan), Taiwan. |
| 83 | Shih-Ching Yeh , Chun-Han Lin, Sheng-Kai Lin , Eric Hsiaokuang Wu, Meng- Chang Tsai (2020, Sep). A Virtual Reality Based System for Drug Addiction and Diagnosis. 2020 IEEE International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan), Taiwan. |
| 84 | Liang-Yu Chen, Li-Yen Chang, You-Chen Deng, Bing-Che Hsieh, Shih-Ching Yeh, Eric Hsiao-Kuang Wu, "The Rehabilitation and Assessment in Virtual Reality Game for the patient with Cognitive impairment." IEEE International Symposium Computer, Consumer and Control, Taiwan, Nov. 2020. |
| 85 | Hsuan-Yu Yang, Shih-Ching Yeh, Eric Hsiao-Kuang Wu, William Hong,(2021, Aug). The Effectiveness of Virtual Reality Technology Applying in Vocational Training on Occupational Competency among the Students with Intellectual Disability in Senior High School, IEEE International Conference on Social Sciences and Intelligent Management (SSIM) 2021, Taiwan. |
| 86 | Hsiaokuang Wu, Tsai-Ting Chang, Shih-Ching Yeh1, Junlong Wang, James M Poole, and Charles Shao (2021, Oct). Portable VR-based Concussion Diagnostics of Mild Traumatic Brain Injury. 3rd IEEE Eurasia Conference on IOT, Communication and Engineering 2021, Taiwan. |
| 87 | Yan-Qing Chen, Fu-An Lin, Ting-Yu Yang, Shih-Ching Yeh, Eric Hsiao-Kuang Wu, James M Poole, (2021, Oct). A VR-based Training and Intelligent Assessment System Integrated with Multi-modal Sensing for Children with Autism Spectrum Disorder. 3rd IEEE Eurasia Conference on IOT, Communication and Engineering 2021, Taiwan. |
| 88 | Chih-Chun Yeh, Yi-Hsuan ,Horng, Joseph Jia-Rong Wu, Shih-Ching Yeh, Hsiao-kuang Wu, "A New Software as Medical Device Development Process Based on the V-Model, Medical Device Standards and FDA Guidance: an Example With ADHD VR Classroom", IEEE ICEIB 2013 (Best paper award) |
| 89 | Hsiao-Wen Kao, Eric Hsiao-Kuang Wu, "5G Handover Analysis in Real Network", IEEE ICEIB 2013 (Best paper award) |
| # | 計畫名稱 | 計畫內擔任工作 | 起訖年月 | 計畫編號 | 補助(委託)機構 |
|---|---|---|---|---|---|
| 1 | EWAMIS (Wireless Adaptive Mobile Information System) | 計畫研究助理 | 1993/9/1 ~ 1997/8/31 | J-FBI-93-112 | 美國國防部 ARPA/CSTO |
| 2 | 無基地台無線行動網路的語音支援 | 計畫主持人 | 1998/1/1 ~ 1998/7/1 | JNSC 87-2218-E-008-029 | 行政院國科會 |
| 3 | 具服務品質保證的行動多媒體資訊系統法 "Mobile Multimedia information System With Quality of Service" 子計畫四︰提供服務品質保證的無線子網路系統 | 計畫主持人 | 1998/8/1 ~ 1999/7/31 | JNSC 88-2213-E-008-016 | 行政院國科會 |
| 4 | 可從新商議服務品質保證的無線ATM網路 | 計畫主持人 | 1998/8/1 ~ 1999/7/31 | NSC 88-2213-E-008-028 | 美行政院國科會 |
| 5 | 衛星直撥網際網路與遠距教學計畫 | 計畫主持人 | 1998/9/1 ~ 1999/6/31 | 行政院教育部 | |
| 6 | 國內個人通信產業環境建構規劃研究 | 技術標準組計劃共同主持人 | 1998/6/1 ~ 1999/4/31 | NII產業發展協進會 | |
| 7 | 具服務品質保證的行動多媒體資訊系統法"Mobile Multimedia information System With Quality of Service"子計畫四︰提供服務品質保證的無線子網路系統 (II) | 計畫主持人 | 1999/8/1 ~ 2000/7/31 | NSC 88-2213-E-008-016 | 行政院國科會 |
| 8 | LMDS 無線寬頻網路實驗 | 計劃主持人 | 1999/9/1 ~ 2000/6/31 | J-FBI-93-112 | 美國休斯網路公司 |
| 9 | 大學追求卓越計畫第一分項子計畫二：隨身學習資訊系統 | 計劃主持人 | 1999/1/1 ~ 2000/12/31 | 美行政院教育部 | |
| 10 | WAP Developments 研究 | 計劃主持人 | 2000/5/1 ~ 2001/2/31 | 台灣大哥大股份有限公司 | |
| 11 | GRPS 研究 | 計畫主持人 | 2000/5/1 ~ 2001/4/31 | 台灣大哥大股份有限公司 | |
| 12 | 多媒體與多重服務之數位用戶迴路通訊系統-子計劃五:xDSL網路上支援可調式服務 | 計畫主持人 | 2000/8/1 ~ 2001/7/31 | NSC 89-2218-E-008-022 | 美行政院國科會 |
| 13 | Cellular IP for 3GPP | 計畫主持人 | 2001/6/1 ~ 2001/12/31 | 資策會(III) | |
| 14 | 多媒體與多重服務之數位用戶迴路通訊系統-子計劃五 (II): xDSL網路上支援可調式服務 | 計畫主持人 | 2001/8/1 ~ 2002/7/31 | NSC 89-2218-E-008-022 | 美行政院國科會 |
| 15 | 由3G UMTS演化到ALL IP 核心網路架構及功能之研究 | 計畫主持人 | 2002/1/1 ~ 2002/12/31 | 911262 | 資策會 |
| 16 | 具適性及高互動性之隨身學習系統 | 計畫主持人 | 2002/4/1 ~ 2003/3/311 | 911823 | 教育部 |
| 17 | 802.11為基礎的新一代無線個人通訊系統 | 計畫主持人 | 2002/8/1 ~ 2003/7/31 | NSC91-2213-E-008-046 | 行政院國科會 |
| 18 | Triangle Boy 網路安全 – 三角小子研究 | 計畫主持人 | 2002/7/1 ~ 2003/6/30 | J-FBI-93-112 | 通訊中心 |
| 19 | SNMPv3 實作 | 計畫主持人 | 2002/7/1 ~ 2002/12/31 | 台達電子公司 | |
| 20 | IP協定中語音、傳真、影像封包鑑識與還原技術研究 | 計畫主持 | 2003.03.01 ~ 2003.12.31 | 通訊中心 | |
| 21 | IP協定中檔案傳輸(FTP)封包鑑識與還原技術研究 | 計畫主持人 | 2003.08.01 ~ 2003.12.31 | 921332 | 通訊中心 |
| 22 | 3GPP最新技術規範演進之研究 | 計畫主持人 | 2003.01.01 ~ 2003.12.31 | 921673 | 資訊工業策進會 |
| 23 | 隨身學習資訊系統--具適性及高互性之隨身學習系統 | 計畫主持人 | 2003.04.01 ~ 2004.4.30 | 921326 | 教育部 |
| 24 | IEEE 802.11競爭模式下品質保證實現以支援新世代時效性服務 | 計畫主持人 | 2003.08.01 ~ 2004.7.31 | 922157 (編號:NSC92-2213-E-008-038) | 行政院國家科學委員會 |
機器學習是近20多年興起的一門多領域交叉學科，涉及機率論、統計學、計算複雜性理論等多門學科。
機器學習理論主要是設計和分析一些讓計算機可以自動「學習」的算法。
機器學習算法是一類從數據中自動分析獲得規律，並利用規律對未知數據進行預測的算法。
因為學習算法中涉及了大量的統計學理論，機器學習與推斷統計學聯繫尤為密切，也被稱為統計學習理論。
機器學習已廣泛應用於數據挖掘、計算機視覺、自然語言處理、生物特徵識別、搜尋引擎、醫學診斷、檢測信用卡欺詐、證券市場分析、DNA序列測序、語音和手寫識別、戰略遊戲和機器人等領域。
目前WMLab正在發展一套題目的Recommendation System。
利用Machine Learning的技術，將學生的習題分析並建立分類器，以自動找出每個題目的所屬類別。
學生在練習時，這個系統可以推薦相似題，來提高學習的效率。
隨著科技的發展，網際網路改變了人類信息交換的方式，也造成了生活型態上的改變，以及影響了傳統教育方式。
許多數位學習的平台漸漸發展起來，人們開始會使用手機、平板來做學習，觸控筆、藍芽筆也開始被廣為使用。使用者可以透過智慧筆，快速且方便的書寫，讓學習變容易。
手寫辨識是基於智慧筆、觸控螢幕直接輸入，然後將其解釋為文本的能力。
輸入通常是圖像的形式，例如：將手寫文本的圖像傳送到識別軟體，或者使用光學掃描儀器來達到實時的識別。
手寫辨識應用在許多的翻譯系統上，且支援不同的文本。
由於智慧筆的日益普及以及不斷擴大的國際市場和全球通訊的蓬勃發展，故需要支援多種語言和多語言文檔的手寫識別引擎。
WMLab正在設計一套基於數學應用題的手寫文字辨識系統。
在現階段的文獻討論中，數學結構問題是被獨立出來的，且關於數學應用題的辨識並非是很廣泛的。
例如： 中國數學應用問題，其答案過程混有中文，英文，數字和符號。因為數學結構與中文結構具有復雜多樣的結構，故通常是分開辨識的。
我們希望能夠解決這項問題，讓手寫辨識能夠更加的完善，並應用於數學作題系統。
We have developed a deep learning hybrid classifier for single label classification. Now, we are going to step forward on the more difficult work, hierarchical multi-label classification(HMC).
The K12 learning material is organized in a tree hierarchy structure, which represent the relationship of subject, chapter, and the knowledge point in each level.
We hope we can get the best performance locally by out previous work, and investigate
on the use of hierarchical label structure to get the global best result.
Use CNN as feature extractor substituted the last layer to SVM.
Include mathematical expression pattern extraction
Branch pruning mechanism for limited data node
Automatic threshold selection for each node
Niu, Xiao-Xiao and Suen, Ching Y, ”A novel hybrid CNNSVM classifier for recognizing handwritten digits,” Pattern Recognition, vol. 45, no. 4, 2012, pp. 1318-1325
Y. Kim, ”Convolutional Neural Networks for Sentence Classification,” Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP 2014), 2014, pp. 1746-1751
Mathematical Document Categorization with Structure of Mathematical Expressions
Labelling strategies for hierarchical multi-label classification techniques
Hierarchical Partitioning of the Output Space in Multi-label Data
基於詞向量匹配方式，結合模板式與QANet模型搭建的聊天機器人。目前Chatbot主要面向國中小學生使用，具有下列功能：
根據對話內容使用詞向量的方式匹配對應的模板或問答相關主題。
例如：是誰輔佐子楚成為秦襄王？
| 相似度 | 分類 |
|---|---|
| 0.49249497308749551 | 問候 |
| ⋯⋯ | ⋯⋯ |
| 0.060804418177446626 | 春秋戰國 |
| 0.034886656359027629 | 戰國七雄 |
| 1.917931595957922 | 呂不韋 |
| ⋯⋯ | ⋯⋯ |
根據詞向量的相似度計算結果，該問題匹配的是呂不韋問答類別。
根據問題詞向量計算的結果匹配對應的分類，實現模板式的回應功能。
根據問題詞向量計算的結果匹配對應的分類，在資料庫中搜尋該分類下對應的文本，利用QANet從文本中抽取該問題對應的回答，並回傳給使用者。
Hadoop 是一款分散式的運算或資料儲存的一個open-source軟體框架。
可以將單一伺服器擴成數以千計的機器，組合起來就像擁有一台超級電腦的運算能力。
在大數據的時代，Hadoop扮演一個數據分析的關鍵角色。
在本計畫使用Hadoop Distributed File System(HDFS)作為分散式檔案儲存系統之架構基礎。
在HDFS中，影像將會被切割成數個較小的區塊 (block) 並分散儲存在不同電腦中，以提供分散式的儲存以及讀取。
由於HDFS將資料切割為區塊並儲存於不同資料點上的特性，正好符合資料串流(Streaming data access)這種需要進行分段式即時線上傳輸，以及需要對影片不同部位分別建立索引的檔案存取方式。
HDFS是一種主從式架構，由兩種角色組成，資訊點 (Name node)及資料點(data nodes)，資訊點負責檔案系統中各個檔案屬性權限等資訊 (metadata, namespace)
的管理及儲存；而資料點通常由數以百計的節點擔任，一個資料檔會被切割成數個較小的區塊 (block) 儲存在不同的資料點上，每一個區塊還會有數份副本 (replica)
存放在不同節點，這樣當其中一個節點損壞時，檔案系統中的資料還能保持完整。
下圖為HDFS系統建置示意圖。
每一個HDFS叢集中都會有一個資訊點，每個資訊點都會負責管理數個資料點。
資訊點使用這些聯繫來交換各種必要資訊，並藉此組成一個完整的分散式檔案系統。
為了避免有資料遺失，系統定時確認硬體是否仍然正常運作，當偵測到資料點錯誤(當機或資料損毀)時，系統會確認此資料點中每一個檔案的備份數量並增加備份來避免檔案遺失。
HDF同時擁有自動平衡機制，會自動判定並移動檔案以避免某個資料點空間不足，或是將被經常性使用的檔案複製到其他資料點上建立多個額外備份供使用者存取，以降低資料存取負擔。
此系統目標為分析網路封包中所使用的各項協定並且擷取部分應用層資料,可用為偵測不正常的網路流量或針對特定電腦的網路流量、部分傳輸內容進行深入分析。
Hadoop在此計畫中扮演解析的角色。
我們先利用Linux下的免費網路工具Tcpdump來即時擷取網路介面卡上的封包並另存為一PCAP格式的封包檔。
再將此PCAP檔案交給Hadoop進行解析，得到的結果如下：
我們的設計目的是希望將影像分析於分散式雲端運算，以服務導向的方式呈現，希望以一般使用者的觀點以網頁呈現整個服務，讓使用者選擇或上傳欲搜尋的目標圖片作為我們系統的輸入，由Service Node中的WebService作為中介，協助輸入圖片的特徵值之轉換，並透過TCP將特徵值作為Hadoop Cluster的輸入，由Hadoop Master進行工作分配，開始分散式的特徵值比對，在工作完成後，Hadoop Master將比對結果以TCP回傳至Service Node，並再透過WebServie作為中介，將比對結果查詢其database，輸出對應之video frame資訊呈現給使用者。
5G技術是以未來應用需求為思考的出發點，將既有的技術整合併提升的發展趨勢。
未來應用包括超高速網路、大規模群眾同時連接、以使用者為中心的行動覆蓋、超即時的可靠連接，以及無所不在的物聯網。
除了METIS之外，中國「IMT-2020」、南韓「5G Forum」、與日本「2020 and Beyond Ad Hoc」等，皆已投入5G的發展。 5G中新服務型態通訊技術主要有D2D (Device to Device communication) 以及MTC (Machine-Type Communication)技術:
一種可不透過基地台轉送，直接在無線裝置間進行通訊的技術，能減少使用核心網路的負載，進一步提升網路頻譜使用率，分散使用到蜂巢網路的資源。
目前在LTR R12的裝置間直接通訊技術主要是針對公共安全的需求而設計，由於裝置可以不須透過基地台，即可對鄰近的裝置直接做資料傳輸，因此在基礎設施被破壞的情況下，通訊不至於被中斷。
具有低資料速率、低資料量、低功耗及非經常傳輸特性。
LTE空中介面設計為支持未來大量之低成本MTC裝置的投入，以及應付於隱密位置裝設MTC裝置所產生的涵蓋增強需求，將會設計可增強涵蓋效能的傳輸機制。
實驗室目前與台大通訊及多媒體實驗室周承復教授以及資策會共同合作，透過OAI平台打造出5G的實作環境，正致力於研究LTE MTC UE 3GPP R12 Cat0協定。
未來將在這個基礎上研究更多車聯網與M2M(cell IoT/MTC)的重要應用。
近年來車聯網(Internet of Vehicles, IoV)這個主題持續發燒，我們關注的議題不再只是車輛間的安全或是路況訊息的傳遞，我們期許車聯網成為工作場合與住家外的第三個智慧空間！
在車聯網的概念中包含了智慧運輸(Intelligent Transportation System, ITS)、智慧城市(Smart City)以及物聯網(Internet of Things,
IoT)三大領域。
未來幾年我們將更重視車與車、路、行人以及網際網路之間的互動，透過無線傳輸、無線感測、機器學習、大數據以及數據整合等技術建構一個龐大的系統網路，提供人們更多的服務。
在傳統車載網路中，如何設計一個有效的資料傳輸協定一直是長久以來討論的議題。
在不同的環境中面臨的挑戰皆不盡相同，例如城市、高速公路和人煙稀少的郊區都存在著一些困難的議題等待解決。
在目前的架構中也存在著一些看似無解的挑戰，像是移動裝置數量爆炸性地成長、多路徑拓樸中流量不平衡、低效率的網路利用和由於高移動性與不可靠的連線所造成的傳輸延遲。
目前本實驗室正專注於如何去架構一個有別於傳統車載網路的車聯網架構，試圖導入軟體定義網路(Software-Defined-Network, SDN)和感知無線電(Cognitive radio, CR)的概念到車聯網中，解決骨幹網路與車輛之間的無線網路連線管理問題，提高整體資料傳遞的效率與品質並提供各種不同的服務，像是交通警訊發布、路況分析、車輛雲端服務、導航路線規劃、影音串流分享、車載診斷系統OBD以及智慧駕駛等。
在車聯網的架構中主要分為三層，分別是感知層、網路層及應用層。在第一層的部分主要負責蒐集車輛的偵測資訊，同時必須具備車內通信、車間通信以及車網通信的終端設備。
而在第二層的部分則是處理所有車輛對外的通訊，凡舉車與車(Vehicle to Vehicle, V2V)、車與路(Vehicle to Infrastructure, V2I)、車與人(Vehicle to
Person, V2P)等都是其負責的範圍，實現異質網路間的通訊服務。
最後一層應用層則是車聯網中的關鍵，在這一層中強調雲端服務提供的車輛網路管理資訊平台，將大量車輛網路蒐集到的資訊透過雲端運算、大數據分析以及資料倉儲等技術，提供各式各樣的服務和事件預測。
目實驗室過去五年聚焦於車載網路研究，相關研究成果已在知名國際期刊 IEEE Transactions on Intelligent Transportation system（Impact Factor:
3.236）有三篇頂級期刊論文發表與一篇IEEE ITS magazine論文發表，對於打造新世代可自我檢測的綠色節能車載運輸系統，提出 Vehicular ad-hoc
Network（VANET）為當代無線網路最新關鍵應用，也是智慧型運輸系統中重要一環，達成數項關鍵技術工作：
針對定位技術有持續傑出產出與成果三篇IEEE sensor期刊重要著作發表。
預計5G將會在2020年上線，屆時的無線網路環境將會有很大的改革，實驗室未來將會繼續朝著打造“2020年新世代車聯網”的目標前進。
隨著資訊科技的進步，資訊與電子產品已經成為人們生活中不可缺少的要素。在各式創新技術相繼推出後，各式產品也朝著數位化的方向前進，而儲存媒體也搭上了這股風潮。
隨著資訊科技的發展，軟體產業有著日新月異的進步，而隨著儲存技術的進步，加上網路應用普及化，觀看數位媒體內容的方式也不斷的推陳出新，將人類生活帶進了多彩多姿的多媒體時代。
從90年代起，由Toshiba、Panasonic、Hitachi、Sony、Philips與Thomson等日、美廠商共同推動的新一代光儲存DVD系統，目前已經成為市場上主流的影音儲存媒介，也成為國內外相關廠商競相繼積極投入的熱門產品。在2002年，以SONY和Panasonic等九間企業組成的藍光光碟聯盟，制訂及開發次世代光碟格式「藍光光碟」(Blu-ray
Disc)的定義、規則、系統、應用及未來發展。而在2006年，以SONY為首的藍光光碟聯盟開始全面推動相關產品。
在今日BD也以取代DVD成為光儲存媒體的主流的目標而持許成長。
當電影產業長時間累積的影片成為豐富的影片內容來源，觀眾透過數位電視管道接觸到喜歡的影片而希望能夠下載保存時，就需要透過此數位多功能影音光碟載體來儲存。
本計畫主要便是針對目前市場上高畫質儲存光碟進行影音內容的加密保護，期望能夠透過此加密機制來確保影音內容的安全性，成功的防止不肖業者盜拷成功。
本實驗室於儲存媒體部分進行相關研究，基於保護影音內容和軟體為目標，發展了下列相關技術進行保護:
Dummy Files 字面上的意思為冗餘檔案，表示檔案是多餘的、造假的。
一般來說，我們可以把多個檔案視為一份檔案區塊，檔案系統是依照描述每一個檔案的 Descriptor 把檔案區塊切成一個一個像是分割好的檔案。
我們實作Bad Sector的方式是根據ECC Block錯誤校驗碼機制。
一般在測試光碟時出現的PI/PO值，目的是要統計出 PI、PO 校驗碼的使用次數，也就是統計PI Errors、與PI Failures 這兩項數據。
讀取光碟時，每當行中只要有1 Byte以上的資料讀取錯誤（PI Error）、就會加一次PI (內部奇偶校驗碼)；一行中若出現 5 Bytes 以上的錯誤，此時則將該情形紀錄為一個PI Failure。
每產生 1個( PI Failure)、就會使用一次 PO (外部奇偶校驗碼)。
若是連續八個ECC Blocks 的PI Errors值的和超過 280，就可能造成碟機讀取困難或無法讀取資料的情形。
根據ECMA的規定，八個ECC Block的PIE之和不得超過280，一個ECC Block的PIF之和不得超過4。
因此我們利用如果燒錄光碟機讀取連續八個ECC Block的PI Errors值的和超過 280，燒錄光碟機就可能會發生讀取失敗的特性，造成壞軌的現象。
藉由這種方式就可以使ECC Check發生Error，讓燒錄光碟機誤認為是有實體Bad Sector的ISO而產生燒錄失敗的情形。
雖然燒錄光碟機誤認為光碟產生了Bad Sector，然而Player卻可以藉由讀取檔案系統所記錄的位置資訊跳過Bad Sector所在的位置而不會發生錯誤。
AACS 全稱為〝Advanced Access Content System〞，意即〝高級內容訪問系統〞。
它是由全球 IBM、Sony、Intel、Microsoft、Panasonic、TOSHIBA、迪士尼和華納等聯合共同開發的一種版權保護技術。
AACS 本身就是一個完整的加密系統，它擁有一整套用於內容加密的方法和技術，包含了加密、解密、密鑰管理以及可更新的加密方法、可變的文件使用許可證書和許可規範等。對於文件內容，AACS 使用了先進的AES(Advanced Encryption Standard，高級加密標準)算法進行加密，為了進一步切斷破解的渠道，AACS 還使用了技術手段保護加密後的內容不會被非法輕易獲得。
AACS 拓展了應用範圍，重點保護對象是高畫質影像資料。
為了對內容實施有效的加密，光碟製造商需要得到許可機構的密鑰和相關支持，而設備製造商要生產相關的產品，也必須要獲得許可機構的認可。
拿到許可機構承認的兩把公鑰才可以就算今天某台設備的密鑰不幸被破解，AACS可以透過 CRL(Content Revocation List，內容撤回清單)封殺這個被破解的密鑰，使其無效。也就是說，內容撤回清單將包含在不受歡迎的黑名單中，AACS 可以透過升級包來更新黑名單。
除非播放裝置不進行升級，但也代表其不能播放新的影音光碟資料。
電腦上的播放軟體的密鑰若是被盜用，也是相同的原理。
透過軟體升級更新黑名單，若是不更新，則無法撥放新的藍光光碟。
所以若僅是單純找到密鑰並無法完全破解這個加密系統。
隨著智慧型手機的普及化，每十人就有八個人使用智慧型手機，以及深具發展潛力的智慧型手錶，與智慧型手機的結合，將來勢必也會受到使用者的愛戴。
有了這樣的普及率，再加上雲端網路資料庫技術的進步，使得人與人之間的溝通不單單只是零距離，溝通的方式與內容也變得更多樣化。
近年來，WMLab致力於結合智慧型手機、穿戴式裝置與雲端網路的資料庫。
並與醫院合作，發展醫療復健相關的系統，而此系統現已在臨床測試的階段。
我們希望藉由此系統來達到居家復健的效果。
我們提出了一個利用雙向長短期記憶網路的數位學習系統，旨在自動辨識小學生書寫英文字母的筆順和筆跡標準度。 該系統使用智慧手寫筆在專用紙上書寫，將數據傳輸到伺服器進行評估並返回結果。 對於小學生的來說，養成良好的書寫習慣至關重要，對於他們未來的發展有重大影響。 目前專為小學生書寫問題進行自動辨識和評估的學習平台仍有改進的空間，我們的研究填補了這一空白並提供了有效的解決方案。
