Nonbinary low density parity check coded faster-than-Nyquist signaling system for short packet communications
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Abstract (EN)
Newer generations of communication systems aim to improve transmission in terms of performance and complexity. Ultra-reliable low-latency communication (URLLC) supports newer generations with the requirement of low processing time and short packets. Short packet transmission provides a better latency, in return for decreased channel coding rate and a performance decay in a communication system. In this study, the loss of channel coding rate is compensated with faster-than-Nyquist (FTN) signaling, which uses nonorthogonal pulse shapes for a faster transmission beyond Nyquist criterion in return for introduction of intersymbol interference (ISI) at the received symbols. At the receiver, a low complexity FTN detector, namely, symbol-by-symbol with go-back-K sequence estimator (SSSgbKSE), is used to satisfy the URLLC requirement of latency. Short block length requirement is supported by nonbinary low density parity check (NB-LDPC) channel codes, which have been known to have better performance on short packets of data than binary counterparts. Simulation results revealed that NB-LDPC codes with SSSgbKSE yielded performance improvements than conventional systems, which are based on the combination of low density parity check (LDPC) codes with M-algorithm Bahl, Cocke, Jelinek and Raviv (M-BCJR) detection, for low signal-to-noise ratio (SNR) cases for 128-bit block length. Simulations for 256- and 512-bit block lengths revealed that higher lengths yielded better performances favoring the proposed scheme. However, simulations for transmissions with an acceleration factor of τ=0.7 favored conventional schemes. Furthermore, complexity evaluations for τ=0.8 revealed that proposed structure has 3 to 5 times less complexity than conventional structure.
Author
Emre Çerçi
Institution
Ankara Yıldırım Beyazıt University
Elektrik Elektronik Mühendisliği Bilim Dalı
How to Cite
Emre Çerçi (Master Thesis). Nonbinary low density parity check coded faster-than-Nyquist signaling system for short packet communications, 2021, Ankara Yıldırım Beyazıt University.
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