4.7 Article

A Simple Method to Calculate Random-Coding Union Bounds for Ultra-Reliable Low-Latency Communications

期刊

IEEE WIRELESS COMMUNICATIONS LETTERS
卷 11, 期 5, 页码 913-917

出版社

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/LWC.2022.3149707

关键词

Gaussian approximation; Codes; Random variables; Convergence; Signal to noise ratio; Upper bound; Ultra reliable low latency communication; Ultra-reliable low-latency communications; random-coding union bounds; gaussian approximation; saddlepoint approximation; Gauss-Chebyshev quadrature rules

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This study addresses the problem of evaluating the performance of short codes used in Ultra-Reliable Low-Latency Communications. It proposes an alternative method called Random-Coding Union Bounds (RCUB) and compares its accuracy with Gaussian and saddlepoint approximations.
Ultra-Reliable Low-Latency Communications are based on very short codes whose performances cannot be evaluated correctly by using the Shannon capacity formula holding for asymptotically large code lengths. The use of Random-Coding Union Bounds (RCUB's) has been suggested in the literature as an alternative for this application. Unfortunately, their calculation is difficult and the Gaussian approximation may lead to erroneous results. The saddlepoint approximation has been proposed as an alternative to overcome the limitations of the Gaussian approximation. Though this technique is valid in many cases, situations exist where the exact calculation provides different results. A simple numerical technique is proposed in this letter to calculate numerically the exact value of the RCUB. Its accuracy is compared to that of the Gaussian and saddlepoint approximations in some cases of interest.

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