TY - GEN
T1 - Performance of Slotted ALOHA for LoRa-ESL Based on Adaptive Backoff and Intra Slicing
AU - Abid Ali Khan, Malak
AU - Ma, Hongbin
AU - Muhammad Aamir, Syed
AU - Baris Cekderi, Anil
AU - Ahamed, Mustak
AU - Abdo Ali Alsumeri, Abdulraman
N1 - Publisher Copyright:
© 2022 IEEE.
PY - 2022
Y1 - 2022
N2 - Slotted ALOHA implemented in the internet of things (IoT) uses the LoRaWAN media access control (MAC) protocol to improve its performance. Various backoff algorithms have been proposed in LoRaWAN to evaluate the delay, throughput, and packet loss rate (PLR). However, an adaptive backoff algorithm has been implemented in this paper to examine the performance metrics for electronic shelf labels (ESLs). The use of adaptive backoff optimizes the delay and the bandwidth (BW) for more efficient and meaningful communication with a certain degree of data loss. The results illustrate that the intra-slicing model and adaptive backoff estimate the optimal delay for each slice, starting with the best slicing priority for the end device (ED) which brings mobility into the network.
AB - Slotted ALOHA implemented in the internet of things (IoT) uses the LoRaWAN media access control (MAC) protocol to improve its performance. Various backoff algorithms have been proposed in LoRaWAN to evaluate the delay, throughput, and packet loss rate (PLR). However, an adaptive backoff algorithm has been implemented in this paper to examine the performance metrics for electronic shelf labels (ESLs). The use of adaptive backoff optimizes the delay and the bandwidth (BW) for more efficient and meaningful communication with a certain degree of data loss. The results illustrate that the intra-slicing model and adaptive backoff estimate the optimal delay for each slice, starting with the best slicing priority for the end device (ED) which brings mobility into the network.
KW - Adaptive backoff
KW - Contention window
KW - Electronic shelf label
KW - Intra slicing
KW - Slotted ALOHA
UR - http://www.scopus.com/inward/record.url?scp=85146536292&partnerID=8YFLogxK
U2 - 10.1109/ICCIS56375.2022.9998155
DO - 10.1109/ICCIS56375.2022.9998155
M3 - Conference contribution
AN - SCOPUS:85146536292
T3 - 2022 6th International Conference on Communication and Information Systems, ICCIS 2022
SP - 169
EP - 173
BT - 2022 6th International Conference on Communication and Information Systems, ICCIS 2022
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 6th International Conference on Communication and Information Systems, ICCIS 2022
Y2 - 14 October 2022 through 16 October 2022
ER -