Tiffany Jing Li

Electrical and Computer Engineering Department   
Lehigh University, 19 Memorial Dr Wo   
Bethlehem, PA 18015   
http://www.eecs.lehigh.edu/~jingli   
jingli@eecs.lehigh.edu   
[ Education | Research | Experience | Publications | Patents | Skills | Honors & Awards | Professional Activities & Qualifications ]

References available upon request

Education Go back
  • Ph.D. in Electrical Engineering, 2002, (GPA 4.0/4.0)
          Texas A&M University, College Station, TX
  • M.E. in Electrical Engineering, 1999, (GPA 4.0/4.0)
          Texas A&M University, College Station, TX
  • B.S. in Computer Science, 1997, (honor science program)
          Peking University, Beijing, China
Research Go back
  • Capacity-approaching error correction coding schemes:
    Serial and parallel concatenated coding schemes
    • Implemented turbo codes, serial/parallel concatenation of convolutional/block codes. Conducted properties, complexity, bounds and performance analysis. Investigated the performance of turbo codes for AWGN, land mobile wireless channels, optical fiber channels, and magnetic and magneto recording channels.
    Low density parity check codes (LDPC)
    • Rate compatible LDPC codes (RC-LDPC) and ARQ systems:
      Proposed a systematic model for constructing efficient RC-LDPC codes employing puncturing and extending; computed thresholds for punctured LDPC codes using density evolution; investigated a type II hybrid Automatic reQuest Retransmission (ARQ) system usin g RC-LDPC codes with code-combining and package-combining.
    • Bandwidth efficient LDPC codes:
      Investigated multi-level coding and multi-stage decoding for LDPC codes (MLC/MSD-LDPC); studied the theoretical rule and practical optimization of the code rate in each level; proposed an iterative approach (with feedback) for multi-level decoding.
    Turbo product codes (TPC)
    • Single-parity / multi-parity turbo product codes (TPC/SPC, TPC/MPC):
      Studied strategies to improve performance; investigated their applications over inter-symbol interference channels; exploited precoding technique for best performance gain.
    Product accumulate (PA) codes and generalized product accumulate (GPA) codes
    • Properties and analysis for PA and GPA codes:
      Proposed a class of linear-complexity, capacity-approaching, provably "good" high-rate codes, namely Product Accumulate codes. Proposed an efficient graph-based message-passing decoding; investigated spectral shape; quantified interleaving gain; derived a tight upper bound for evaluating the performance of the codes under the maximum likelihood decoding. Computed thresholds of the codes under the iterative decoding; investigate the performance degradation caused by the suboptimality of the iterative decod ing approach. Extended PA codes to GPA codes and conducted analysis of the performance and properties of GPA codes.
    • Bandwidth efficient and spectral efficient PA codes:
      Investigated the performance of PA codes with 16- and 64-QAM.
      Investigated the performance of PA codes with continuous phase modulation (CPM) with optimal joint decoding and demodulation.
  • Coding analysis and information theory:
    • Spectrum analysis: weight distribution, distance spectral thinning, interleaving gain
    • Bounds based on union bounding techniques (for parallel/serial concatenated schemes)
    • Gallager's bounding techniques: the simple bound (due to Divsalar), tangential sphere bound
    • Thresholds calculation using density evolution (DE) with/without Gaussian approximation
    • Error statistics modeling (random model, typical error sequence model and Markov model)
  • Wireless communications:
    • Performance evaluation and analysis of turbo and PA codes on independent Rayleigh fading channels with and without channel state information as well as a land mobile correlated fading channels. Computed union bounds and Divsalar bounds for PA codes on Rayleigh channels; examined the error floors and interleaving gain. Computed the iterative thresholds of PA codes using density evolution on Rayleigh channels.
    • Designed and implemented a Doppler estimator.
  • Free-space optical communications:
    • Statistical description of turbulence-induced propogation channels; computed the capacity and the outage probabilities of free-space optical channels under weak turbulence.
    • Investigated the performance and feasibility of advanced coding for FSO channels: turbo coding, variable length adpative coding.
  • Optical fiber communications: (Collaborating with Tyco Telecommunications Laboratory)
    • Performance and analysis of turbo and product accumulate codes in optical fiber communications employing iterative SISO decoding for optical fiber communications. Derived pair-wise error probability for Chi-square channels and asymmetric Gaussian chan nels, and computed ML upper/lower bounds. Investigated the effect of insufficient channel information and channel mismatch.
    • Computed the channel capacities for Chi-square and asymmetric Gaussian channels using hard-decoding and non-quantized soft-decoding.
  • Digital data storage systems: (Collaborating with Seagate Technology)
    • Extended density evolution for computing thresholds for iterative equalization and decoding of inter-symbol interference (ISI) channels (LDPC, TPC/SPC schemes, and serial turbo systems)
    • Iterative decoding and equalization (IDE) for data storage systems. Evaluation and optimization of serial turbo codes, LDPC, TPC/SPC, TPC/MPC codes over ideal PR channels (PR4/EPR4 magnetic recording targets, PR1/PR2 optical recording targets) and Lor entzian channels with colored noise and at different recording densities. Investigated the error statistics, the effect of precoding and the impact of imperfect channel shaping and colored noise.
  • Computer and communication networks:
    • Simulated various computer network topologies, including routing information protocol (RIP) and open shortest path first (OSPF) routing protocol.
    • Several projects employing client/server programming (using C and Java) on Unix systems.
    • ARQ, queuing theory and network flow control using Network Simulator (NS-2).
Experience Go back
Academic Experience
  • Assistant Professor, 11/2002-present
    Electrical and Computer Engineering, Lehigh University, Bethlehem, PA
    Teaching and research on telecommunications, coding and information theory and signal processing
  • Research Assistant/Teaching Assisitant, 01/1999-10/2002
    Department of Electrical Engineering, TAMU, College Station, TX
    Teaching and research on advanced error correction coding and modulation techniques for wireless/wireline/optical fiber communications and data storage systems.
    • Research focusing on low-complexity, high-performance, bandwidth-efficient codes and modulations, including turbo codes, LDPC codes, turbo product codes, product accumulate codes, multi-level coding and multi-stage decoding, turbo/trellis coded modulation and continuous phase modulation. Research projects include code design and construction, decoding algorithm analysis and optimization, analytical bounds and thresholds, and performance evaluation for various applications in wireline, wireless and optical fiber communications as well as data storage systems.
    • Prepared and helped teach a comprehensive telecommunications lab course that covers almost all aspects in a digital communication system. (ELEN489 Digital telecommunications Lab: http://ee.tamu.edu/~ee489). Developed the website, graded the projects, and taught Q&A sessions.
  • Graduate Assistant (Computer System Administrator), 05/1998-01/1999
    Texas Transportation Institute, College Station, TX
    In charge of system administration work in the TTI Tanslink Computer Lab.
    • Duties includes user administration, system backup, performance monitoring, webpage maintenance, inventory and software license management and trouble shooting.
    • Developed a program that can be scheduled to incrementally fetch data from Internet (via anonymous ftp) and post on the web at certain time of the day/week/month/year.
Industrial Experience
  • Research Intern, 05/2001-08/2001
    Tyco Telecommunications Laboratory, Eatontown, NJ
    Analysis and performance evaluation of forward error correction coding for optical fiber communications:
    • Implemented and evaluated 2 different high-performance coding schemes of several rates and several block sizes over 3 symmetric/asymmetric optical fiber channel models with ASE; computed analytical bounds; examined error floors and proposed ways to lo wer error floors; investigated the effect of different outer RS wraps.
    • Wrote 1 comprehensive technical review, 2 conference papers and several internal memos/reports.
  • Research Intern, 05/2000-08/2000
    Seagate Research Laboratories, Pittsburgh, PA
    Design, optimization and analysis of various coding schemes for next generation data storage systems:
    • Implemented 3 different high-performance coding schemes (iterative SISO decoding) over 4 types of PR channels and 3 types of Lorentzian channels employing turbo equalization.
    • Performed analysis and performance evaluation on bit error rate, bit/byte error statistics, block failure rate, effect of precoding, convergence of iterative equalization and decoding, complexity, and error statistics modeling.
    • Wrote 3 progress reports, 3 conference papers and 1 journal paper under preparation.
Publications Go back
Journal Papers
  1. J. Li, K. R. Narayanan, and C. N. Georghiades, "On the Performance, Bounds and Thresholds of Product Accumulate Codes over Rayleigh Fading Channels," under preparation.
  2. J. Li, "On the Achievable Information Rate of ASE_Dominant Long-Haul Optical Fiber Communications," submitted to IEEE/OSA Jour. Lightwave Tech.
  3. J. Li, K. R. Narayanan, and C. N. Georghiades, "An Efficient Algorithm to compute the Euclidean Distance Spectrum of a General Inter-Symbol Interference Channnel and Its Applications," submitted to IEEE Trans. Commun.
  4. J. Li, K. R. Narayanan, and C. N. Georghiades, "Product Accumulate Codes: A Class of Capacity-Approaching, Low-Complexity Codes," submitted to IEEE Trans. Inform. Theory.
  5. J. Li, K. R. Narayanan, E. Kurtas, and C. N. Georghiades, "On the Performance of High-rate Turbo Product Codes and LDPC Codes over Partial Response Channels," IEEE Trans. Commun., May, 2002.
  6. J. Li, E. Kurtas, K. R. Narayanan, and C. N. Georghiades, "On the Performance of Turbo Product Codes over Partial Response Channels," IEEE Trans. Magnetics, pp. 1932-1934, July, 2001.
Conference Papers
  1. J. Li, and E. Kurtas, "A Class of (rp^(r-1), p^r, p, r, {0,1}) Combinatorially Designed LDPC Codes with Applications to ISI Channels," Proc. IEEE Intl. Symp. Inform. Theory (ISIT), to appear, Yokohama, Japan, June 2003.
  2. J. Li, "Combinatorial Design of LDPC Codes Using Zech Logarithms and Congruential Sequences," Proc. Workshop on Coding, Cryptography and Combinatorics (WCCC), to appear, Yellow Mountain City, China, June 2003.
  3. Y. Cai, J. Chen, J. Li, A. Pilipetskii, G. Lenner, A. Lucero, and M. Nissov, " On Channel Models for Predicting Soft-Decision Error Correction Performance in Optically Amplified Systems," Technical Digest of Optical Fiber Conf. (OFC), Atlanta, March 2003.
  4. J. Li and K. R. Narayanan, "Rate-Compatible Low Density Parity Check Codes for Capacity-Approaching ARQ Schemes in Packet Data Communications," Proc. Intl. Conf. on Commun., Internet and Inform. Tech. (CIIT), US Virgin Islands, pp. 201-206, Nov. 2002
  5. J. Li, E. Kurtas, "A Class of High-Rate, Low-Complexity, Well-Structured LDPC Codes from Combinatorial Designs and Their Applications on ISI Channels," Proc. Intl. Conf. on Commun., Internet and Inform. Tech. (CIIT), pp. 418-425, US Virgin Islands, Nov. 2002
  6. K. R. Narayanan, J. Li, and C. N. Georghiades, "Product Accumulate Codes for Fading Channels," invited paper, Proc. Asilomar Conf. Dec. 2002.
  7. J. Li, K. R. Narayanan, and C. N. Georghiades, "Computing the Euclidean Distance Spectrum of A General ISI Channel," IEEE Commun. Theory Workshop (CTW), Florida, 2002.
  8. J. Li, K. R. Narayanan, and C. N. Georghiades, "Generalized Product Accumulate Codes: Analysis and Performance," Proc. IEEE Global Commun. Conf. (GLOBECOM), San Antonio, Nov. 2001.
  9. K. R. Narayanan, J. Li, and C. N. Georghiades, "Product Accumulate Codes: Properties and Performance," Proc. IEEE Inform. Theory Workshop (ITW), pp. 21-23, Cairns, Australia, Sept. 2001.
  10. J. Li, E. Kurtas, K. R. Narayanan, and C. N. Georghiades, "Iterative Decoding of Turbo Product Codes over PR-Equalized Lorentzian Channels with Colored Noise," Proc. IEEE Global Commun. Conf. (GLOBECOM), San Antonio, Nov. 2001.
  11. J. Li, and C. N. Georghiades, "An Efficient Decoding Algorithm for Cycle-free Convolutional Codes and Its Applications," Proc. IEEE Global Commun. Conf. (GLOBECOM), San Antonio, Nov. 2001.
  12. J. Li, K. R. Narayanan, and C. N. Georghiades, "A Class of Linear-Complexity, Soft-Decodable, High-Rate, `Good' Codes: Construction, Properties and Performance," in Proc. IEEE Intl. Symp. Inform. Theory (ISIT), pp. 122-122, Washington D. C, June, 2001.
  13. J. Li, K. R. Narayanan, C. N. Georghiades, and E. Kurtas, "Thresholds for Iterative Equalization of Partial Response Channels Using Density Evolution," in Proc. IEEE Intl. Symp. Inform. Theory (ISIT), pp. 73-73, Washington D.C, June, 200 1.
  14. J. Li, E. Kurtas, K. R. Narayanan, and C. N. Georghiades, "On the Performance of Turbo Product Codes and LDPC Codes over Partial-Response Channels," in Proc. IEEE Intl. Conf. Commun. (ICC), vol. 7, pp. 2176-2183, Helsinki, Finland, June, 2001.
  15. J. Li, E. Kurtas, K. R. Narayanan, and C. N. Georghiades, "On the Performance of Turbo Product Codes over Partial Response Channels," presented in 8th Joint Conf. on Magnetism & Magnetic Materials and Intl. Magnetics Conf. (MMM-InterMag) Con f., San Antonio, Jan. 2001.
  16. K. R. Narayanan, and J. Li, "Bandwidth Efficient Low Density Parity Check Coding using Multi Level Coding and Iterative Multi Stage Decoding," in Proc. 2nd Turbo Symp. On Turbo Codes and Related Topics, pp. 165-168, France, Sept. 2000.
Patents Go back
  • US Patent under preparation, TAMUS Disclosure of Invention 1724TEES01 - "Product Accumulate Codes"
  • China patent on a high-frequency magnetized, energy-saving light bulb & its circuits design (1997)
Skills Go back
  • Highly skilled in C, MATLAB and PASCAL programming. Familiar with C++, JAVA, and DELPHI. Some experience in Verilog programming, Synopsys VHDL compiler and Network Simulator NS-2.
  • Proficient in Adobe Photoshop, webpage design, HTML and Javascript.
  • Proficient in UNIX and Microsoft Windows operating systems, Novell Netware and Windows NT network.
  • Proficient in Oracle, Informix and Excel database systems.
Honors and Awards Go back
  • Sigma Xi National Honor Society of Scientific Research (Lehigh University) (2003)
  • Who's Who Among Students in American Universities and Colleges (Texas A&M University) (2002-2003).
  • Pinnacle National Honor Society of Graduate and Non-Traditional Students (Texas A&M University) (2002)
  • AUF Electrical Engineering Graduate Scholarship (Texas A&M University) (2002)
  • Ethel Ashworth-Tsutsui Memorial Award for Research (Texas A&M University) (2001)
  • J W Van Dyke Memorial Scholarship for Academic Excellence (Texas A&M University) (2001)
  • TxTEC Scholarship (Texas Telecommunications Engineering Consortium) (2000-2001)
  • Outstanding Honors Science Student (top 5% in Honors Program) (Peking University) (1997)
  • Striving Scholarship (Chinese Academy of Science) (1993-1996)
  • Academic Excellence Scholarship (Peking University) (1995-1996)
  • Joint Communications Scholarship (Peking University) (1994-1995)
  • Zhang Penxi Memorial Award (Department of Education, Zhejiang Province) (1993)
  • National finalist and third place prize, China Mathematics Olympiad (best girl student of the year) (1993)
  • First place prize, China National Mathematics Contest (best girl student of the year) (1992)
  • First place prize, China Narional Physics Contest (1992)
Professional Activities and Qualifications Go back
  • Sigma Xi National Honor Society (2003)
  • Pinnacle National Honor Society (2002)
  • IEEE, IEEE Communication Society, IEEE Information Theory Society, IEEE Women in Engineering (since 03/1998)
  • Reviewer for academic journals and conferences, e.g., IEEE Transaction on Communications, IEEE Transaction on Signal Processing, IEEE Communication Letters, IEEE International Conference on Communications and IEEE Globecom Conference.
  • Library Student Advisory Committee, Texas A&M University (2001)
  • Graduate Student Council (GSC) officer, E.E. departmental representative (05/2000-10/2002)
  • Wireless Communications Lab (WCL) webmaster (05/2000-10/2002)
  • China Club webmaster, Vice President on public relations (1998-1999)
  • IBM Certified OS/2 Engineer (10/1997)
  • GRE: General - 2200 (V630/Q780/A790), Advanced GRE on Computer Science - 870/99%

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Tiffany Jing Li
Last revised May, 2003