TY - JOUR
T1 - Tree-Algorithms with Multi-Packet Reception and Successive Interference Cancellation
AU - Stefanović, Čedomir
AU - Deshpande, Yash
AU - Gürsu, H. Murat
AU - Kellerer, Wolfgang
N1 - Publisher Copyright:
© 1972-2012 IEEE.
PY - 2023/11/1
Y1 - 2023/11/1
N2 - In this paper, we study binary tree-algorithms that exploit a combination of multi-packet reception (MPR) and successive interference cancellation (SIC), which so far has not been considered in the literature. Specifically, we assume that the receiver is capable of successfully decoding any collision of up to and including K concurrent packet transmissions and can perform SIC along the tree. We show a number of novel results for this type of tree algorithms. We first derive the basic performance parameters, which are the expected length of the collision resolution interval and the throughput normalized with K , conditioned on the number of contending users. We then analyze their asymptotic behaviour, identifying an oscillatory component that amplifies as K increases. In the next step, we derive the maximum stable throughput (MST) for the gated and windowed access assuming Poisson arrivals. We show that for windowed access, the bound on MST normalized with K increases with K. Finally, we discuss practical issues related to implementation of such scheme, as well as compare it to slotted ALOHA-based schemes that exploit both K -MPR and SIC.
AB - In this paper, we study binary tree-algorithms that exploit a combination of multi-packet reception (MPR) and successive interference cancellation (SIC), which so far has not been considered in the literature. Specifically, we assume that the receiver is capable of successfully decoding any collision of up to and including K concurrent packet transmissions and can perform SIC along the tree. We show a number of novel results for this type of tree algorithms. We first derive the basic performance parameters, which are the expected length of the collision resolution interval and the throughput normalized with K , conditioned on the number of contending users. We then analyze their asymptotic behaviour, identifying an oscillatory component that amplifies as K increases. In the next step, we derive the maximum stable throughput (MST) for the gated and windowed access assuming Poisson arrivals. We show that for windowed access, the bound on MST normalized with K increases with K. Finally, we discuss practical issues related to implementation of such scheme, as well as compare it to slotted ALOHA-based schemes that exploit both K -MPR and SIC.
KW - massive IoT communications
KW - multi-packet reception (MPR)
KW - Random-access protocols
KW - successive interference cancellation (SIC)
KW - tree algorithms
UR - http://www.scopus.com/inward/record.url?scp=85168299997&partnerID=8YFLogxK
U2 - 10.1109/TCOMM.2023.3305467
DO - 10.1109/TCOMM.2023.3305467
M3 - Journal article
AN - SCOPUS:85168299997
SN - 0090-6778
VL - 71
SP - 6287
EP - 6300
JO - IEEE Transactions on Communications
JF - IEEE Transactions on Communications
IS - 11
ER -