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Abstract

This thesis explores the performance-complexity-latency trade-offs of concatenated coding systems for high-throughput optical communication systems. In particular, outer Reed--Solomon (RS) codes concatenated with inner Bose--Ray-Chaudhuri--Hocquenghem (BCH) codes are studied. The inner BCH codes are decoded using either a hard-decision (HD) or a soft-decision (SD) decoder, while the outer RS codes are decoded using an HD decoder only.

For the concatenated RS-HDBCH coding system, the binary symmetric channel model is assumed. For the concatenated RS-SDBCH coding system, the additive white Gaussian noise channel with four-level pulse amplitude modulation (PAM4) is assumed. Both bit-interleaved coded modulation (BICM) and multilevel coding (MLC) coded modulation architectures are considered in the case of RS-SDBCH.

For a fixed interleaving scheme between the outer RS and inner BCH codes, a generating function is used to describe the interaction between bit errors in the BCH codewords and symbol errors in the RS codewords. The generating function gives rise to computationally tractable analytical and semi-analytical formulas that accurately estimate the frame error rate arising at the output of the concatenated RS-BCH decoder, eliminating the need for time-consuming Monte Carlo simulation. These formulas are used to search a large space of codes to find those achieving good trade-offs of performance (measured by the gap to the hard-decision Shannon limit and PAM4-constrained Shannon limit in the case of RS-HDBCH and RS-SDBCH, respectively), complexity (measured by the number of elementary decoding operations per decoded information bit), and latency (measured by overall block length).

Finally, a hybrid soft/hard-decision iterative decoding scheme between the outer RS and inner BCH codes is considered. In this scheme, the inner BCH codes are decoded using an SD decoder only on the first decoding round, while an HD decoder is used for the subsequent decoding rounds. By allowing additional decoding iterations, the performance of rate-0.88 RS-BCH codes can be improved by up to 0.4 dB with only a modest increase in decoding complexity.

Details

1010268
Title
Performance–Complexity–Latency Trade-Offs of Concatenated Codes for High-Throughput Optical Communication Systems
Number of pages
153
Publication year
2025
Degree date
2025
School code
0779
Source
DAI-B 87/5(E), Dissertation Abstracts International
ISBN
9798265444059
Committee member
Draper, Stark C.; Adve, Raviraj; Yu, Wei; Wesel, Richard D.
University/institution
University of Toronto (Canada)
Department
Electrical and Computer Engineering
University location
Canada -- Ontario, CA
Degree
Ph.D.
Source type
Dissertation or Thesis
Language
English
Document type
Dissertation/Thesis
Dissertation/thesis number
32242668
ProQuest document ID
3278097295
Document URL
https://www.proquest.com/dissertations-theses/performance-complexity-latency-trade-offs/docview/3278097295/se-2?accountid=208611
Copyright
Database copyright ProQuest LLC; ProQuest does not claim copyright in the individual underlying works.
Database
ProQuest One Academic