posted on 2022-05-01, 00:00authored byKenneth Samuel Palacio Baus
This thesis focuses on error exponents for one-way channels with noisy feedback and two-way channels. Various coding techniques are proposed to obtain achievable error exponent regions for different rate-pair regimes. Both Discrete Memoryless Channels (DMC) and discrete time Additive White Gaussian Noise (AWGN) channels are considered, with a focus on zero-rate communication under block coding, and on positive-rate communication under variable length coding. While there exists a vast literature on error exponents for one-way channels with noiseless feedback, there is little work on error exponents under noisy feedback, and no prior work on the characterization of two-way error exponent regions. The results derived from this work indicate that like in one-way channels, feedback (even noisy) cannot be used to increase the capacity of memoryless channels, but it can improve the error exponent region. The same holds for two-way parallel and AWGN channels. We provide initial characterizations of error exponent regions of two-way channels and shed some light on the challenges this problem presents.
History
Advisor
Devroye, Natasha
Chair
Devroye, Natasha
Department
Electrical and Computer Engineering
Degree Grantor
University of Illinois at Chicago
Degree Level
Doctoral
Degree name
PhD, Doctor of Philosophy
Committee Member
Tuninetti, Daniela
Smida, Besma
Koyuncu, Erdem
Draper, Stark