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ALOHA Receivers: A Network Calculus Approach for Analyzing Coded Multiple Access With SIC
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ALOHA Receivers: A Network Calculus Approach for Analyzing Coded Multiple Access With SIC

Tzu-Hsuan Liu, Che-Hao Yu, Yi-Jheng Lin, Chia-Ming Chang, Cheng-Shang ChangDuan-Shin Lee
IEEE/ACM Transactions on Networking
04/2022

摘要

Calculus;Decoding;Load modeling;Multiple access;network calculus;Probabilistic logic;Receivers;Silicon carbide;successive interference cancellation;Ultra reliable low latency communication;ultra-reliable low-latency communications. Software Computer Science Applications Computer Networks and Communications Electrical and Electronic Engineering

Motivated by the need to hide the complexity of the physical layer from performance analysis in a layer 2 protocol, a class of abstract receivers, called Poisson receivers, was recently proposed by Yu et al. (2021) as a probabilistic framework for providing differentiated services in uplink transmissions in 5G networks. In this paper, we further propose a deterministic framework of ALOHA receivers that can be incorporated into the probabilistic framework of Poisson receivers for analyzing coded multiple access with successive interference cancellation. An ALOHA receiver is characterized by a success function of the number of packets that can be successfully received. Inspired by the theory of network calculus, we derive various algebraic properties for several operations on success functions and use them to prove various closure properties of ALOHA receivers, including (i) ALOHA receivers in tandem, (ii) cooperative ALOHA receivers, (iii) ALOHA receivers with traffic multiplexing, and (iv) ALOHA receivers with packet coding. By conducting extensive simulations, we show that our theoretical results match extremely well with the simulation results.

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