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Saddlepoint Approximations for Short-Packet Wireless Communications

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arxiv 1904.10442 v5 pith:FKBWQOVY submitted 2019-04-23 cs.IT math.IT

classification cs.ITmath.IT
keywords approximationsboundsaccurateachievabilitychannelsconverseinterestsaddlepoint
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In recent years, the derivation of nonasymptotic converse and achievability bounds on the maximum coding rate as a function of the error probability and blocklength has gained attention in the information theory literature. While these bounds are accurate for many scenarios of interest, they need to be evaluated numerically for most wireless channels of practical interest, and their evaluation is computationally demanding. This paper presents saddlepoint approximations of state-of-the-art converse and achievability bounds for noncoherent, single-antenna, Rayleigh block-fading channels. These approximations can be calculated efficiently and are shown to be accurate for SNR values as small as 0 dB and blocklengths of 168 channel uses or more.

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  1. Prediction and Communication Co-design for Ultra-Reliable and Low-Latency Communications

    eess.SP 2019-09 conditional novelty 6.0 of 10

    Jointly optimizing prediction horizon and time-frequency resources can improve the delay-reliability tradeoff in URLLC and increase the number of supported devices.

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