US 12,262,221 B2
Electronic device and operation method of electronic device for deciding cell on or off threshold based on traffic
Minsuk Choi, Suwon-si (KR); Kyungrae Kim, Suwon-si (KR); Hyokyung Woo, Suwon-si (KR); Seowoo Jang, Suwon-si (KR); and Hongjun Jang, Suwon-si (KR)
Assigned to Samsung Electronics Co., Ltd., Suwon-si (KR)
Filed by Samsung Electronics Co., Ltd., Suwon-si (KR)
Filed on Sep. 16, 2022, as Appl. No. 17/946,662.
Application 17/946,662 is a continuation of application No. PCT/KR2022/011138, filed on Jul. 28, 2022.
Claims priority of application No. 10-2021-0099223 (KR), filed on Jul. 28, 2021; and application No. 10-2022-0031476 (KR), filed on Mar. 14, 2022.
Prior Publication US 2023/0032030 A1, Feb. 2, 2023
Int. Cl. G06N 3/092 (2023.01); G06N 20/00 (2019.01); H04B 17/11 (2015.01); H04B 17/21 (2015.01); H04B 17/391 (2015.01); H04L 41/14 (2022.01); H04L 41/16 (2022.01); H04W 16/22 (2009.01); H04W 24/02 (2009.01); H04W 24/08 (2009.01); H04W 28/08 (2023.01); H04W 52/02 (2009.01); H04W 84/02 (2009.01); H04W 88/08 (2009.01); H04W 88/12 (2009.01); H04W 92/02 (2009.01); H04W 92/12 (2009.01)
CPC H04W 16/22 (2013.01) [G06N 3/092 (2023.01); G06N 20/00 (2019.01); H04B 17/11 (2015.01); H04B 17/21 (2015.01); H04B 17/3912 (2015.01); H04B 17/3913 (2015.01); H04L 41/145 (2013.01); H04L 41/16 (2013.01); H04W 24/02 (2013.01); H04W 24/08 (2013.01); H04W 28/0908 (2020.05); H04W 28/0917 (2020.05); H04W 28/0942 (2020.05); H04W 28/095 (2020.05); H04W 52/0206 (2013.01); H04W 52/0212 (2013.01); H04W 84/02 (2013.01); H04W 88/08 (2013.01); H04W 88/12 (2013.01); H04W 92/02 (2013.01); H04W 92/12 (2013.01); Y02D 30/70 (2020.08)] 21 Claims
OG exemplary drawing
 
11. A method of operating an electronic device, the method comprising:
obtaining data related to a network situation of a base station from a communication circuit;
calculating a performance indicator value related to network performance according to a performance indicator, based on the data related to the network situation;
training a model, based on the performance indicator value calculated according to the performance indicator;
determining an off threshold of traffic for turning off a cell, based on the trained model; and
transmitting the determined off threshold to the base station via the communication circuit.