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Low-latency Ultra-Reliable 5G Communications: Finite-Blocklength Bounds and Coding Schemes

机译:低延迟,超可靠的5G通信:有限的长度限制和编码方案

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Future autonomous systems require wireless connectivity able to support extremely stringent requirements on both latency and reliability. In this paper, we leverage recent developments in the field of finite-blocklength information theory to illustrate how to optimally design wireless systems in the presence of such stringent constraints. Focusing on a multi-antenna Rayleigh block-fading channel, we obtain bounds on the maximum number of bits that can be transmitted within given bandwidth, latency, and reliability constraints, using an orthogonal frequency-division multiplexing system similar to LTE. These bounds unveil the fundamental interplay between latency, bandwidth, rate, and reliability. Furthermore, they suggest how to optimally use the available spatial and frequency diversity. Finally, we use our bounds to benchmark the performance of an actual coding scheme involving the transmission of short packets.
机译:未来的自治系统要求无线连接能够支持对延迟和可靠性的极其严格的要求。在本文中,我们利用有限块长度信息理论领域的最新发展来说明如何在存在此类严格约束的情况下优化设计无线系统。着眼于多天线瑞利块衰落信道,我们使用类似于LTE的正交频分多路复用系统,获得了在给定带宽,等待时间和可靠性约束条件下可以传输的最大位数的界限。这些界限揭示了延迟,带宽,速率和可靠性之间的基本相互作用。此外,他们建议如何最佳地利用可用的空间和频率分集。最后,我们使用边界对涉及短数据包传输的实际编码方案的性能进行基准测试。

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