TY - JOUR
T1 - Self-Optimizing Bluetooth Low Energy Networks for Industrial IoT Applications
AU - Fatihah, Siti Nur
AU - Dewa, Gilang Raka Rayuda
AU - Park, Cheolsoo
AU - Sohn, Illsoo
N1 - Publisher Copyright:
© 1997-2012 IEEE.
PY - 2023/1/1
Y1 - 2023/1/1
N2 - This letter develops an efficient self-optimizing algorithm for Bluetooth Low Energy (BLE) networks in industrial IoT (IIoT) applications. The ultra-dense nature of IIoT applications implies that BLE networks are associated with a high probability of packet collisions, increasing the data collection latency. Determining the optimal packet transmission interval that minimizes the data collection latency is very challenging due to the non-linearity of this problem. We derive an analytic solution by which to realize an optimal advertising interval in a closed-form expression and prove its optimality and uniqueness. Based on a simple closed-form solution, we develop a low-complexity self-optimizing algorithm that minimizes the data collection latency. Simulation results confirm that the analytic results are accurate and that the proposed algorithm autonomously optimizes BLE networks.
AB - This letter develops an efficient self-optimizing algorithm for Bluetooth Low Energy (BLE) networks in industrial IoT (IIoT) applications. The ultra-dense nature of IIoT applications implies that BLE networks are associated with a high probability of packet collisions, increasing the data collection latency. Determining the optimal packet transmission interval that minimizes the data collection latency is very challenging due to the non-linearity of this problem. We derive an analytic solution by which to realize an optimal advertising interval in a closed-form expression and prove its optimality and uniqueness. Based on a simple closed-form solution, we develop a low-complexity self-optimizing algorithm that minimizes the data collection latency. Simulation results confirm that the analytic results are accurate and that the proposed algorithm autonomously optimizes BLE networks.
KW - Bluetooth low energy
KW - collision
KW - data collection latency
KW - optimal advertising interval
UR - http://www.scopus.com/inward/record.url?scp=85140711348&partnerID=8YFLogxK
U2 - 10.1109/LCOMM.2022.3215158
DO - 10.1109/LCOMM.2022.3215158
M3 - Article
AN - SCOPUS:85140711348
SN - 1089-7798
VL - 27
SP - 386
EP - 390
JO - IEEE Communications Letters
JF - IEEE Communications Letters
IS - 1
ER -