Paper Info
Title
ALOHA Receivers: A Network Calculus Approach for Analyzing Coded Multiple Access With SIC
Abstract
AbstractMotivated 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.
Year
DOI
Venue
2022
10.1109/TNET.2021.3123685
IEEE/ACM Transactions on Networking
Keywords
DocType
Volume
Receivers, Silicon carbide, Decoding, Calculus, Probabilistic logic, Load modeling, Ultra reliable low latency communication, Multiple access, network calculus, successive interference cancellation, ultra-reliable low-latency communications
Journal
30
Issue
ISSN
Citations 
2
1063-6692
0
PageRank 
References 
Authors
0.34
0
5
Name
Order
Citations
PageRank
Tzu-Hsuan Liu100.34
Che-Hao Yu200.34
Yi-Jheng Lin300.34
Cheng-Shang Chang42392246.97
Duan-Shin Lee567071.00