CSIP

From Aicip
Revision as of 00:55, 5 June 2008 by Hqi (talk | contribs)

Jump to: navigation, search

Project Summary

This proposal presents a career development plan for integrating research and education. The research component of this program focuses on the study of collaborative signal and information processing (CSIP) algorithms as well as the supporting computing models and protocols in sensor networks. The educational component is aimed at enhancing the newly created computer engineering program of the department through innovative curriculum development, active student mentoring, and by incorporating research findings into classroom teaching. The project consolidates research and educational efforts, responds to the unique challenges presented by sensor networks, and contributes significantly to the PI's career development.

Sponsors

Logo-nsf.jpg 60px 60px

  • NSF ECS-0449309, CAREER
  • DARPA IPTO SensIT Program
  • ONR Sensing and Systems Division through SBIR Program

Lecture Notes

  • CSIP-ZJU-08: Lecture Series - Collaborative Processing in Sensor Networks, ZheJiang University, Summer 2008.
  • CSIP-ICARCV-06: Invited Tutorial - Collaborative Processing in Wireless Sensor Networks, The 9th IEEE International Conference on Control, Automation, Robotics and Vision (ICARCV), Singapore, December 5-8, 2006. (pdf)
  • Mobile Sensor Platform Design and Development

Graduated Students

  • Ortal Arazi, Self-certified Public Key Cryptographic Methodologies for Resource-constrained Wireless Sensor Networks, Ph.D., Fall 2007
  • Hongtao Du, Efficient Image Processing in Resource-Constrained Visual Sensor Networks, Ph.D., Fall 2006
  • Yingyue Xu, Energy Efficient Designs for Collaborative Signal and Information Processing in Wireless Sensor Networks, Ph.D., Spring 2005
  • Xiaoling Wang, High Accuracy Distributed Target Detection and Classification in Sensor Networks Based on Mobile Agent Framework, Ph.D., Fall 2005


  • Ying Sun, Dynamic Target Classification in Wireless Sensor Networks, M.S., Summer 2008
  • Raghul Gunasekarn, A Cross-layer Routing Protocol (XLRP) for Wireless Sensor Networks, M.S., Spring 2007
  • Cheng Qian, A Distributed Solution for Visual Sensor Networks to Detect Targets in Crowds, M.S., Summer 2006
  • Chris Beall, Distributed Self-Deployment in Visual Sensor Networks, M.S., Summer 2006
  • Yang Liu, The Design of Medium Access Control (MAC) Protocols for Energy Efficiency and QoS Provision in Wireless Sensor Networks, Fall 2004
  • Olawoye Oyeyele, A Robust Node Selection Strategy for Lifetime Extension in Wireless Sensor Networks, Summer 2004
  • Phani Teja Kuruganti, Development of Mobile Agent Framework in Wireless Sensor Networks for Multi-Sensor Collaborative Processing, Summer 2003
  • Yuxin Tian, Target Detection and Classification Using Seismic Signal Processing in Unattended Ground Sensor Systems, Summer 2001

Publications

Books and Book Chapters

  • X. Wang, H. Qi, S. Beck, H. Du, "Progressive approach to distributed multiple-target detection in sensor networks," pp. 486-503, Sensor Network Operations. Editor: Shashi Phoha, Thomas F. La Porta, Christopher Griffin. Wiley-IEEE Press, March 2006.
  • X. Wang, H. Qi, S. Beck, "Chapter 14: Distributed multi-target detection in sensor networks," Frontiers in Distributed Sensor Networks. Editor: R. Brooks, S. S. Iyengar, pages 265-279, CRC Press, 2004.
  • H. Qi, Y. Xu, P. T. Kuruganti, "Chapter 41: The mobile agent framework for collaborative processing in sensor networks," Frontiers in Distributed Sensor Networks. Editor: R. Brooks, S. S. Iyengar, pages 783-800, CRC Press, 2004.

Journal Publications

  • P. K. Biswas, H. Qi, Y. Xu, "Mobile-agent-based collaborative sensor fusion," Information Fusion, Elsevier 9: 399-411, 2008.
  • O. Arazi, H. Qi, "On calculating multiplicative inverses modulo $2^m$," Accepted by IEEE Transactions on Computers, 2008.
  • Y. Xu, H. Qi, "Mobile agent migration modeling and design for target tracking in wireless sensor networks," Ad Hoc Networks (Elsevier) Journal, 6(1):1-16, January 2008.
  • Y. Xu, H. Qi, "Dynamic mobile agent migration in wireless sensor networks," International Journal of Ad Hoc and Ubiquitous Computing, 2(1/2):73-82, 2007.
  • B. Arazi, I. Elhanany, O. Arazi, H. Qi, "Revisiting public key cryptography for wireless sensor network," IEEE Computer Magazine, pages 85-87, November 2005.
  • Y. Xu, H. Qi, "Distributed computing paradigms for multi-sensor data fusion in sensor networks," Journal of Parallel and Distributed Computing, 64(8):945-959, August 2004.
  • Q. Wu, N. S. V. Rao, J. Barhen, S. S. Iyengar, V. K. Vaishnavi, H. Qi, K. Chakrabarty, "On computing mobile agent routes for data fusion in distributed sensor networks," IEEE Transactions on Knowledge and Data Engineering, 16(6):740-753, June 2004.
  • H. Qi, Y. Xu, X. Wang, "Mobile-agent-based collaborative signal and information processing in sensor networks," Proceedings of the IEEE, 91(8):1172-1183, August 2003.
  • H. Qi, X. Wang, S. S. Iyengar, K. Chakrabarty, "High performance sensor integration in distributed sensor networks using mobile agents," International Journal of High Performance Computing Applications, 16(3):325-335, Fall, 2002.
  • H. Qi, P. T. Kuruganti, Y. Xu, "The development of localized algorithms in wireless sensor networks (Invited Paper)," Sensors Journal, 2(7): 270-285, July 2002.
  • K. Chakrabarty, S. S. Iyengar, H. Qi, E. Cho, "Grid coverage for surveillance and target location in distributed sensor networks," IEEE Transactions on Computers, 51(12): 1448-1453, December 2002.
  • H. Qi, S. S. Iyengar, K. Chakrabarty, "Multi-resolution data integration using mobile agents in distributed sensor networks," IEEE Transactions on Systems, Man, and Cybernetics Part C: Applications and Reviews, 31(3): 383-391, August 2001.

Conference Papers

  • C. Qian, H. Qi, "Coverage estimation in the presence of occlusions for visual sensor networks," International Conference on Distributed Computing in Sensor Systems (DCOSS), Santorini Island, Greece, June 11-14, 2008.
  • R. Gunasekaran, H. Qi, "XLRP: Cross-layer routing prototol for wireless sensor networks," IEEE Wireless Communications and Networking Conference (WCNC), Las Vegas, March 31 - April 3, 2008.
  • O. Arazi, H. Qi, D. Rose, "A public key cryptographic method for denial of service mitigation in wireless sensor networks," Fourth IEEE International Conference on Sensor, Mesh and Ad Hoc Communications and Networks (SECON), San Diego, CA, June 18-21, 2007.
  • C. Beall, H. Qi, "Distributed self-deployment in visual sensor networks," Ninth International Conference on Control, Automation, Robotics and Vision (ICARCV), Singapore, December 5-8, 2006.
  • P. K. Biswas, H. Qi, Y. Xu, "A mobile-agent-based collaborative framework for sensor network applications," First IEEE International Workshop on Intelligent Systems Techniques for Wireless Sensor Networks (IST-WSN), in conjunction with the Third IEEE International Conference on Mobile Ad-hoc and Sensor Systems, (MASS), pages 650-655, Vancouver, Canada, October 9-12, 2006.
  • O. Arazi, I. Elhanany, D. Rose, H. Qi, B. Arazi, "Self-certified public key generation on the Intel Mote 2 sensor network platform (Poster)," Third Annual IEEE Conference on Sensor, Mesh and Ad Hoc Communications and Networks (SECON), pages 118-120, Reston, VA, September 25-28, 2006.
  • I. Elhanany, B. Arazi, O. Arazi, D. Rose, H. Qi, "Self-certified public key cryptography for resource-constrained sensor networks," Cyber Security and Information Infrastructure Research Workshop (CSIIRW), Oak Ridge National Laboratory, May 10-11, 2006.
  • Y. Xu, H. Qi, "Mobile agent migration algorithms for collaborative processing," The 1st IEEE International Conference on Networking, Sensing and Control, pages 825-830, Ft. Lauderdale, FL, April 23-25, 2006.
  • H. Du, H. Qi, D. W. Bouldin, "An application-oriented virtual microsensor integration platform," The 1st IEEE International Conference on Networking, Sensing and Control, pages 874-879, Ft. Lauderdale, FL, April 23-25, 2006.
  • Y. Xu, H. Qi, "On mobile agent itinerary for collaborative processing," IEEE Wireless Communications and Networking Conference (WCNC), vol. 4, pages 2324-2329, Las Vegas, NV, April 3-6, 2006.
  • Y. Liu, I. Elhanany, H. Qi, "An energy-efficient QoS-aware media access control (Q-MAC) protocol for wireless sensor networks," The 2nd IEEE International Conference on Mobile Ad-hoc and Sensor Systems (MASS), pages 189-191, Washington, D.C., November 7-19, 2005.
  • O. Arazi, H. Qi, "Self-certified group key generation for ad hoc clusters in wireless sensor networks," IEEE International Conference on Computer Communications and Networks (ICCCN), pages 359 - 364, San Diego, CA, October 17-19, 2005.
  • L. Miao, H. Qi, F. Wang, "Biologically-inspired self-deployable heterogeneous mobile sensor networks," IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pages 2363 - 2368, Edmonton, Alberta, Canada, August 2-6, 2005.
  • X. Wang, H. Qi, "Collaborative unknown target recognition in sensor networks," 19th National Conference on Artificial Intelligence (AAAI), Workshop on Sensor Networks, pages 26-32, San Jose, CA, July 26, 2004.
  • Y. Xu, H. Qi, "Decentralized reactive clustering for collaborative processing in sensor networks," IEEE 10th International Conference on Parallel and Distributed Systems (ICPADS), pages 54-61, Newport Beach, CA, July 7-9, 2004.
  • X. Wang, H. Qi, "Mobile agent based progressive multiple target detection in sensor networks," IEEE International Conference on Acoustic, Speech, and Signal Processing (ICASSP), vol. 2, pages 285-288, Montreal, Quebec, Canada, May 17-21, 2004.
  • Y. Xu, H. Qi, P. T. Kuruganti, "Mobile-agent-based computing model for collaborative processing in sensor networks," IEEE Global Telecommunications Conference (GLOBECOM), vol. 6, pages 3531 - 3535, Los Angeles, CA, December 2003.
  • X. Wang, H. Qi, H. Du "Distributed source number estimation for multiple target detection in sensor networks," IEEE Workshop on Statistical Signal Processing (SSP), pages 395-398, St. Louis, MO, September 28 - October 1, 2003.
  • H. Du, H. Qi, G. D. Peterson, "Modeling mobile-agent-based collaborative processing in sensor networks using generalized stochastic Petri nets," IEEE International Conference on Systems, Man and Cybernetics, vol. 1, pp. 563-568, Washington, D.C., October 5-8, 2003.
  • Y. Xu, H. Qi, "Performance evaluation of distributed computing paradigms in mobile ad hoc sensor networks," The 9th IEEE International Conference on Parallel and Distributed Systems (ICPADS), pages 451-456, Taiwan, December 2002.
  • X. Wang, H. Qi, S. S. Iyengar, "Collaborative multi-modality target classification in distributed sensor networks using mobile agent," Information Fusion, pages 285-290, Annapolis, MA, July 2002.
  • X. Wang, H. Qi, "Acoustic target classification using distributed sensor arrays," IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), vol. 4, page 4186, Orlando, FL, May 2002.
  • Y. Tian, H. Qi, X. Wang, "Target detection and classification using seismic signal processing in unattended ground sensor systems," IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP), vol. 4, page 4172, Orlando, FL, May 2002.
  • H. Qi, X. Wang, S. S. Iyengar, K. Chakrabarty, "Multisensor data fusion in distributed sensor networks using mobile agents," Information Fusion, TuC2-11-16, Montreal, Canada, August 2001.
  • H. Qi, F. Wang, "Optimal itinerary analysis for mobile agents in ad hoc wireless sensor networks," The 13th International Conference on Wireless Communications, vol. 1, pages 147-153. Calgary, Canada, July 2001.
  • K. Chakrabarty, S. S. Iyengar, H. Qi, E. Cho, "Coding theory framework for target location in distributed sensor networks," IEEE International Conference on Information Technology: Coding and Computing, pages 130-134, Las Vegas, NV, April 2001.
  • H. Qi, S. S. Iyengar, K. Chakrabarty, "Distributed multi-resolution data integration using mobile agents," IEEE Aerospace Conference, vol. 3, pages 1133-1141, Big Sky, MT, March 2001.