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Simple Bounds on Delay-Constrained Capacity and Delay-Violation Probability of Joint Queue and Channel-Aware Wireless Transmissions

Lintao Li, Wei Chen, Khaled B. Letaief

2022IEEE Transactions on Wireless Communications20 citationsDOI

Abstract

The emerging Ultra-Reliable and Low-Latency Communication (URLLC) is expected to meet a hard or probabilistic delay constraint that plays a key role in Time Sensitive Networking (TSN) and Deterministic Networking (DetNet). In this paper, we are interested in simple bounds for delay-constrained wireless communications with deterministic or even random packet arrivals. More specifically, we present a sufficient condition and derive a legitimate data arrival rate, with which the bounded delay can be guaranteed deterministically with an average power constraint. Our derived results will show that the delay-bounded data rate increases with the average power and the tolerated latency normalized to the coherent time. Furthermore, we derive the upper and lower bounds of the delay-violation probability (DVP) when the bounded delay condition cannot be satisfied. It is revealed that in the log coordinate, the DVP as a function of the normalized tolerated latency may enjoy a non-linear decay, with a decay rate that increases with the latency bound. This is in contrast to the large deviation based performance analysis that focuses on the low-latency transmission policies achieving linearly decayed DVP only. Our result demonstrates that the joint channel-aware and queue-aware scheduling may significantly reduce the DVP, compared to the single-layer approaches.

Topics & Concepts

QueueBounded functionComputer scienceScheduling (production processes)Upper and lower boundsLatency (audio)Probabilistic logicNetwork packetTransmitter power outputChannel (broadcasting)WirelessWireless networkComputer networkMathematical optimizationTelecommunicationsMathematicsTransmitterMathematical analysisArtificial intelligenceAge of Information OptimizationWireless Body Area NetworksCooperative Communication and Network Coding
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