1. Early-detection scheme based on sequential tests for low-latency communications
- Author
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Diego Barragán-Guerrero, Minh Au, Ghyslain Gagnon, François Gagnon, and Pascal Giard
- Subjects
Early detection ,Finite blocklength ,Low latency communications ,Multialternative sequential tests ,Telecommunication ,TK5101-6720 ,Electronics ,TK7800-8360 - Abstract
Abstract We propose an early-detection scheme to reduce communications latency based on sequential tests under finite blocklength regime for a fixed-rate transmission without any feedback channel. The proposed scheme processes observations sequentially to decide in favor of one of the candidate symbols. Such a process stops as soon as a decision rule is satisfied or waits for more samples under a given accuracy. We first provide the optimal achievable latency in additive white Gaussian noise channels for every channel code given a probability of block error. For example, for a rate $$R = 0.5$$ R = 0.5 and a blocklength of 500 symbols, we show that only $$63\%$$ 63 % of the symbol time is needed to reach an error rate equal to $$10^{-5}$$ 10 - 5 . Then, we prove that if short messages can be transmitted in parallel Gaussian channels via a multi-carrier modulation, there exists an optimal low-latency strategy for every code. Next, we show how early detection can be effective with band-limited orthogonal frequency-division multiplexing signals while maintaining a given spectral efficiency by random coding or pre-coding random matrices. Finally, we show how the proposed early-detection scheme is effective in multi-hop systems.
- Published
- 2023
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