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Xinming Huang
 

Associate Professor
Department of Electrical and Computer Engineering
Worcester Polytechnic Institute
100 Institute Road

Worcester, MA 01609-2280
 

Office:   Atwater Kent 303

E-mail:  xhuang AT wpi.edu

Phone:  +1 (508) 831-5771 

Fax:       +1 (508) 831-5491

More InformationEmbedded Computing Lab (http://computing.wpi.edu)


Research


Teaching


Journal Publications

  1. Y. Hu, W. Wang, B. Sunar, and X. Huang, “Exploring the Feasibility of Fully Homomorphic EncryptionIEEE Transactions on Computer, accepted, to appear.

  2. W. Wang, X. Huang, N. Emmarty, and C. Weem, “VLSI Design of a Large Number Multiplier for Fully Homomorphic Encryption IEEE Transactions on Very Large Scale Integration (VLSI) Systems, accepted, to appear.

  3. Yanjie Peng, Xinming Huang, Andrew Klein and Kai Zhang, “Design and Implementation of A Low-Complexity Symbol Detector for Sparse ChannelsIEEE Transactions on Very Large Scale Integration (VLSI) Systems, vol. 21, no. 8, pp. 1506-1515, August 2013.

  4. Wenxuan Guo and Xinming Huang, “Distributed Cross-Layer Optimization for WRAN-Based Cognitive Radio NetworksWireless Communications and Mobile Computing, vol. 13, no. 9, pp. 884-896, June 2013.

  5. A.M. Wyglinski, X. Huang, T. Padir, L. Lai, T. Eisenbarth, and K. Venkatasubramanian,"Security of Autonomous Systems Employing Embedded Computing and Sensors," IEEE Micro, vol. 33, no. , pp. 80-86, February 2013.

  6. Wenxuan Guo and Xinming Huang,"Multicast Communications in Cognitive Radio Networks Using Directional Antennas," Wireless Communications and Mobile Computing, DOI: 10.1002/wcm.2335, December 2012.

  7. Jinjin He, Huaping Liu, Zhongfeng Wang, Xinming Huang, and Kai Zhang, "High-speed low-power Viterbi decoder design for TCM decoders," IEEE Transactions on Very Large Scale Integration (VLSI) Systems, vol. 20, no. 4, pp.755-759, April 2012.

  8. Kai Zhang, Xinming Huang and Zhongfeng Wang, “A High-Throughput LDPC Decoder Architecture with Rate CompatibilityIEEE Transactions on Circuits and Systems-I: Regular Papers, vol. 58, no. 4, pp. 839-847, April 2011.

  9. Wenxuan Guo and Xinming Huang, “Achieving Capacity Fairness for Wireless Mesh NetworksWireless Communications and Mobile Computing, vol. 11, no. 5, pp. 632-643, May 2011.

  10. Yanjie Peng, Andrew G. Klein, and Xinming Huang, “Detector Design and Complexity Analysis for Cooperative Communications in Intersymbol Interference Fading ChannelsISRN Communications and Networking, vol. 2011, 9 pages, DOI:10.5402/2011/239412, 2011.

  11. Wenxuan Guo, Xinming Huang and Youjian Liu, “Dynamic Relay Deployment for Disaster Area Wireless NetworksWireless Communications and Mobile Computing, vol. 10, no. 9, pp. 1238–1252, September 2010.

  12. Kai Zhang, Xinming Huang and Zhongfeng Wang, “A Dual-Rate LDPC Decoder for China Multimedia Mobile Broadcasting SystemsIEEE Transactions on Consumer Electronics, vol. 56, no. 2, pp. 399-407, May 2010.

  13. Cao Liang and Xinming Huang, “Mapping Parallel FFT Algorithm onto SmartCell Coarse-Grained Reconfigurable ArchitectureIEICE Transactions on Electronics, vol. E93-C, no. 3, pp. 407-415, March 2010.

  14. Yong-Eun Kim, Kyung-Ju Cho, Jin-Gyun Chung, and Xinming Huang, “CSD-Based Programmable Multiplier Design for Predetermined Coefficient GroupsIEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, vol. E93–A, no. 1, pp. 324-326, January 2010.

  15. Yi-Nan Xu, Yong-Eun Kim, Kyung-Ju Cho, Jin-Gyun Chung and Xinming Huang, “Implementation of FlexRay CC and BG Protocols with Application to a Robot SystemIntl. Journal of Computer Aided Engineering and Technology, vol. 2, no. 1, pp. 112–122, 2010.

  16. Wenxuan Guo and Xinming Huang, “On Coverage and Capacity for Disaster Area Wireless Networks Using Mobile RelaysEURASIP Journal on Wireless Communications and Networking, vol. 2009, 17 pages, DOI:10.1155/2009/251314, 2009.

  17. Cao Liang and Xinming Huang, “SmartCell: An Energy Efficient Coarse-Grained Reconfigurable Architecture for Stream-Based Applications,” EURASIP Journal on Embedded Systems, vol. 2009, 15 pages, DOI:10.1155/2009/518659, 2009.

  18. An Liu, Xinming Huang, Youjian Liu, Haige Xiang, and Wu Luo, “Capacity Bounds of MIMO Channels with Asymmetric Channel State Information at TransmitterIEEE Communications Letter, vol. 13, no. 8, pp. 564-566, August 2009.

  19. Kai Zhang, Xinming Huang and Zhongfeng Wang, “High-Throughput Layered Decoder Implementation for Quasi-Cyclic LDPC CodesIEEE Journal on Selected Areas in Communications, vol. 27, no. 6,pp. 985-994, August 2009.

  20. Wenxuan Guo, Xinming Huang, Wenjing Lou and Cao Liang, “On Relay Node Placement and Assignment for Two-tiered Wireless NetworksACM Mobile Networks and Applications (MoNET), vol. 13, pp. 186-197, March 2008.

  21. Xinming Huang, Jing Ma and Cao Liang, “System Architecture and Implementation of MIMO Sphere Decoders on FPGAIEEE Transactions on Very Large Scale Integration (VLSI) Systems, vol. 16, no. 2, pp. 188-197, February 2008.

  22. Xin-Ming Huang and Jing Ma, “Optimal Distance Geographic Routing for Energy Efficient Wireless Sensor NetworksIntl. Journal of Ad Hoc and Ubiquitous Computing, vol. 1, no. 4, pp. 203-209, 2006.

  23. Jing Ma, Peter M. Athanas and Xinming Huang, “Incremental Design Methodology for Multimillion-Gate FPGAsJournal of Circuits, Systems and Computers, vol. 14, no. 5, pp. 1015-1026, 2005.

 

Book Chapters

  1.  Zhongfeng Wang and Xinming Huang, “High-Speed VLSI Architectures for Turbo DecodersVLSI, ISBN 978-953-307-049-0, InTech, February 2010.

 

Conference Publications

  1. “A Fast Deep Learning System Using GPU,” IEEE International Symposium on Circuits and Systems (ISCAS), June 2014.

  2. “Accelerating Leveled Fully Homomorphic Encryption Using GPU,” IEEE International Symposium on Circuits and Systems (ISCAS), June 2014.

  3. “Performance Comparison of Hybrid Partial Response Detectors Over Frequency-Selective Fading Channels,” IEEE International Symposium on Circuits and Systems (ISCAS), June 2014.

  4. “Hybrid DFSF-BP Equalization for ATSC DTV Receivers,” IEEE International Symposium on Circuits and Systems (ISCAS), June 2014.

  5. Wei Wang and Xinming Huang, “A Novel Fast Modular Multiplier Architecture for 8,192-bit RSA Cryposystem,” IEEE High Performance Extreme Computing Conference (HPEC), September 2013.

  6. Jin Zhao, Sichao Zhu and Xinming Huang, “Real-Time Traffic Sign Detection Using SURF Features on FPGA,” IEEE High Performance Extreme Computing Conference (HPEC), September 2013.

  7. Zhilu Chen, James Kingsley, Xinming Huang, and Erkan Tüzel, “Accelerating a Novel Particle-based Fluid Simulation on the GPU,” IEEE High Performance Extreme Computing Conference (HPEC), September 2013.

  8. Wei Wang and Xinming Huang,"An FPGA Co-Processor for Adaptive Lane Departure Warning System," IEEE International Symposium on Circuits and Systems (ISCAS), May 2013.

  9. Wei Wang and Xinming Huang,"FPGA Implementation of a Large-number Multiplier for Fully Homomorphic Encryption," IEEE International Symposium on Circuits and Systems (ISCAS), May 2013.

  10. Wei Wang, Yin Hu, Lianmu Chen, Xinming Huang, BerkSunar,"Accelerating Fully Homomorphic Encryption Using GPU," Proceedings of 2012 IEEE High Performance Extreme Computing Conference (HPEC), Waltham, MA, September, 2012

  11. Yichao Joy Xu, Fangjie Ding, Zhongjie Wu, Jun Wangg, Quanquan Ma, Ki Chon, Edward Clancy, Michael Qin, Yitzhak Mendelson, Ningxin Fu, Sinan Assad, Susan Jarvis and Xinming Huang, “Drowsiness Control Center by Photoplythesmogram,” IEEE 38th Annual Northeast Bioengineering Conference, March 2012.

  12. Yanjie Peng, Kai Zhang, Andrew G. Klein and Xinming Huang, “Design and implementation of a belief propagation detector for sparse channels,” in Proceedings of IEEE International Conference on Application-Specific Systems, Architectures and Processors (ASAP), Santa Monica, CA, September 2011.

  13. Wenxuan Guo and Xinming Huang, “On throughput enhancement of multi-hop wireless networks using interference alignment,” in Proceedings of IEEE Wireless and Optical Communications Conference (WOCC), Newark, NJ, April 2011.

  14. Yanjie Peng, Kai Zhang, Andrew G. Klein and Xinming Huang, , “Complexity and performance tradeoffs of near-optimal detectors for cooperative ISI channels,” In Proceedings of the 2010 MILCOM, San Jose, CA, October 2010.

  15. Kai Zhang and Xinming Huang, “A Low-Complexity Rate-Compatible LDPC Decoder,” In Proceedings of the 43rd Asilomar Conference on Signals, Systems and Computers, Pacific Grove CA, November 2009.

  16. Wenxuan Guo, Xinming Huang and Kai Zhang, “Joint Optimization of Antenna Orientation and Spectrum Allocation for Cognitive Radio Networks,” In Proceedings of the 43rd Asilomar Conference on Signals, Systems and Computers, Pacific Grove CA, November 2009.

  17. Wenxuan Guo and Xinming Huang, “Maximizing Throughput for Overlaid Cognitive Radio Networks,” In Proceedings of the 2009 MILCOM, Boston MA, October 2009.

  18. Yanjie Peng, Andrew G. Klein and Xinming Huang, “Detector Design for Half-Duplex Relay Networks in ISI Channels,” In Proceedings of the 2009 MILCOM, Boston, MA, October 2009.

  19. Yong-Eun Kim, Dong-Hyun Seo, Jin-Gyun Chung, and Xinming Huang, “Efficient Sound Source Localization Method Using Region Selection,” in Proceedings of the IEEE International Symposium on Industrial Electronics, Soul Korea, July 2009.

  20. Kai Zhang and Xinming Huang, “An Area-Efficient LDPC Decoder Architecture and Implementation for CMMB Systems,” In Proceedings of the IEEE International Conference on Application-specific Systems, Architectures and Processors (ASAP), Boston MA, July 2009.

  21. Cao Liang and Xinming Huang, “Mapping Parallel FFT Algorithm onto SmartCell Coarse-Grained Reconfigurable Architecture,” In Proceedings of the IEEE International Conference on Application-specific Systems, Architectures and Processors (ASAP), Boston MA, July 2009.

  22. Yanjie Peng, Andrew G. Klein and Xinming Huang, “Design of a Maximum-Likelihood Detector for Cooperative Communications in Intersymbol Interference Channels,” In Proceedings of the ACM Great Lakes Symposium on VLSI (GLSVLSI), Boston MA, May 2009.

  23. Andy G. Klein and Xinming Huang, “A Cold Startup Strategy for Blind Adaptive M-PPM Equalization,” in Proceedings of Asilomar Conf. on Signals, Systems, and Computers, Pacific Grove CA, November 2008.

  24. Kai Zhang and Xinming Huang, “Soft Decoder Architecture of LT Codes,” In Proceedings of the IEEE Workshop on Signal Processing systems (SiPS), Washington DC, October 2008.

  25. Cao Liang and Xinming Huang, “SmartCell: A Power-Efficient Reconfigurable Architecture for Data Streaming Applications,” In Proceedings of the IEEE Workshop on Signal Processing systems (SiPS), Washington DC, October 2008.

  26. Wenxuan Guo and Xinming Huang, “Relay Management for Mobile Users in Disaster Area Wireless Network,” In Proceedings of the International Conference on Wireless Algorithms, Systems and Applications (WASA), Dallas TX, October 2008.

  27. Xinming Huang, “SmartCell Architecture, Design and Performance Analysis for Reconfigurable Embedded Computing,” In Proceedings of High Performance Embedded Computing Workshop (HPEC), Lexington MA, September 2008.

  28. Kai Zhang and Xinming Huang, “A High SFDR Direct Digital Synthesizer with Frequency Error Free Output,” In Proceedings of IEEE International Symposium on Circuits and Systems (ISCAS), Seattle WA, May 2008.

  29. Youjian Liu, Mahesh K. Varanasi and Xinming Huang, “Power Scheduling for MIMO Relay Channels Employing Rateless Codes,” in Proceedings of the IEEE International Conference on Communications (ICC), Beijing China, May 2008.

  30. Wenxuan Guo and Xinming Huang, “Optimal Relay Node Association for Two-Tiered Wireless Networks,” in Proceedings of IEEE Global Telecommunications Conference (Globecom), Washington DC, November 2007.

  31. Xinming Huang, “SmartCell: A Coarse-Grained Reconfigurable Architecture for High Performance and Low Power Embedded Computing,” In Proceedings of High Performance Embedded Computing Workshop (HPEC), Lexington MA, September 2007.

  32. Wenxuan Guo and Xinming Huang, “Relaying Packets in a Two-tiered Wireless Network Using Binary Integer Programming,” In Proceedings of the 2nd International Conference on Wireless Algorithms, Systems and Applications (WASA), Chicago IL, August 2007.

  33. Cao Liang and Xinming Huang, “A Fault Tolerant and Energy Efficient Routing Protocol for Urban Sensor Networks,” In Proceedings of the ACM International Conference on Scalable Information Systems (Infoscale), Suzhou China, June 2007.

  34. Cao Liang and Xinming Huang, “A Fault-Tolerant Fully Adaptive Routing Algorithm for Collaborative Computing in Wireless Mesh Networks,” in Proceedings of SPIE Defense, Security and Sensing Conferences, vol. 6576, Orlando FL, April 2007.

  35. Cao Liang, Jing Ma and Xinming Huang, “An FPGA Based Co-Design Architecture for MIMO Lattice Decoders,” in Proceedings of Engineering Reconfigurable System Architecture Conference (ERSA), Las Vegas NV, June 2006.

  36. Xin-Ming Huang, Jing Deng and Jing Ma, “Fault Tolerant Routing For Wireless Sensor Grid Networks,” In Proceedings of IEEE Sensors Applications Symposium (SAS), Houston TX, February 2006.

  37. Cao Liang, Jing Ma and Xinming Huang, “A Hardware/Software Co-Design Architecture for Lattice Decoding Algorithms,” in Proceedings of the IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM), Napa CA, April2006.

  38. Jing Ma and Xinming Huang, “A SoPC Architecture of MIMO Sphere Decoder for Mobile Communications,” in Proceedings of Engineering Reconfigurable System Architecture Conference (ERSA), Las Vegas NV, June 2005.

  39. Xinming Huang and Jing Ma, “An Application-Specific Routing Protocol for Meshed Wireless Sensor Networks,” in Proceedings of International Conference on Wireless Networks (ICWN), Las Vegas NV, June 2005.

  40. Jing Ma and Xinming Huang, “A System-on-Programmable Chip Approach for MIMO Sphere Decoder,” in Proceedings of the IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM), Napa CA, April 2005.

  41. Jing Ma, Cao Liang and Xinming Huang, “A Comparison of Lattice Decoding Algorithms in Hardware Implementation,” in Proceedings of SPIE Defense, Security and Sensing Conferences, vol. 5819, Orlando FL, March 2005.

  42. Jing Ma, Xinming Huang and Swapna Kura, “A High Data Rate Universal Lattice Decoder on FPGA,” in Proceedings of SPIE Defense, Security and Sensing Conferences, vol. 5819, Orlando FL, March 2005.

  43. Lawrence E. LeBlanc, Xin-Ming Huang and Jing Ma, “A Geographical Multi-hop Routing Protocol for Street-Based Networks,” in Proceedings of SPIE Defense, Security and Sensing Conferences, vol. 5820, pp. 54-62, Orlando FL, March 2005.

  44. Xin-Ming Huang and Jing Ma, “A Cluster-Based Routing Algorithm for Wireless Sensor Networks,” in Proceedings of SPIE Defense, Security and Sensing Conferences, vol. 5820, pp. 45-53, Orlando FL, March 2005.

  45. Xin-Ming Huang and Jing Ma, “Node Collaboration Techniques for Wireless Sensor Networks,” (Invited Paper), in Proceedings of the SPIE Defense, Security and Sensing Conferences, vol. 5818, pp. 115-126, Orlando FL, March 2005.

  46. Jing Ma and Xinming Huang, “Design of a Lattice Decoder for MIMO Systems in FPGA,” in Proceedings of the IEEE workshop on Signal Processing Systems (SiPS), pp. 22-29, Austin TX, October 2004.

  47. Jing Ma and Xinmig Huang, “Design and Implementation of a Lattice Decoder for MIMO Systems,” in Proceedings of the IEEE Radio and Wireless Conference (RAWCON), pp. 383-386, Atlanta GA, September 2004.

  48. Xin-Ming Huang and Jing Ma, “A FPGA-Based Accelerator for Multi-physics Modeling,” in Proceedings of the 2004 Engineering Reconfigurable System Architecture Conference (ERSA), pp. 209-212, Las Vegas NV, June 2004.

  49. Xin-Ming Huang, Jing Ma and Jing Li, “Application of Shadow Memory Method in C-Based Modeling for Wireless ASIC Co-Verification,” in Proceedings of IEEE 13th North Atlantic Test Workshop (NATW), pp. 78-84, Burlington VT, May 2004. (Significant Contribution Award)

  50. Xin-Ming Huang and Jing Ma, “Accelerate Multi-physics Modeling Using FPGA,” in Proceeding of the SPIE Defense, Security and Sensing Conferences, vol. 5439, pp. 249-260, Orlando FL, April 2004.

  51. Xin-Ming Huang, Jing Ma and Lawrence E. LeBlanc, “Wireless Sensor Network for Streetlight Monitoring and Control,” In Proceedings of the SPIE Defense, Security and Sensing Conferences, vol. 5440, pp.313-321, Orlando FL, April 2004.

  52. Jing Ma and Xin-Ming Huang, “Design and Implementation of a Real-time Image Noise Canceller,” in Proceedings of the SPIE Defense, Security and Sensing Conferences, vol. 5438, pp. 273-281, Orlando FL, April 2004.
     


Awards


Service


Alumni