Title:
RESOURCE BLOCK SCHEDULING METHOD, AND ELECTRONIC DEVICE PERFORMING SAME METHOD
Document Type and Number:
WIPO Patent Application WO/2023/200161
Kind Code:
A1
Abstract:
A resource block scheduling method and an electronic device performing the method are disclosed. An electronic device according to various embodiments may comprise a processor, and a memory which is electrically connected to the processor and stores instructions executable by the processor, wherein when the instructions are executed, the processor: on the basis of channel quality information indexes (CQIs) relating to a plurality of terminals, acquires achievable rates when resource blocks are allocated to the plurality of terminals; and inputs the achievable rates to a trained neural network model so as to output a schedule for allocation of the resource blocks to the plurality of terminals, and the neural network model is trained to collect the training CQIs relating to the plurality of terminals, acquire, on the basis of the training CQIs, training achievable rates when the resource blocks are allocated to the plurality of terminals, and output the schedule, in which the sum of the rates for the plurality of terminals is maximized and fairness indexes for the plurality of terminals satisfy a configured fairness condition, by using the input training achievable rates.
Inventors:
KWON HYEONGTAE (KR)
LEE INKYU (KR)
LEE HONGJU (KR)
KIM SANGEON (KR)
MIN SEUNGHYUN (KR)
LEE INKYU (KR)
LEE HONGJU (KR)
KIM SANGEON (KR)
MIN SEUNGHYUN (KR)
Application Number:
PCT/KR2023/004409
Publication Date:
October 19, 2023
Filing Date:
March 31, 2023
Export Citation:
Assignee:
SAMSUNG ELECTRONICS CO LTD (KR)
UNIV KOREA RES & BUS FOUND (KR)
UNIV KOREA RES & BUS FOUND (KR)
International Classes:
H04W72/542; G06N3/08; H04L1/00; H04W72/12
Foreign References:
| US20220094462A1 | 2022-03-24 | |||
| US20190116560A1 | 2019-04-18 | |||
| US20200106815A1 | 2020-04-02 | |||
| US20200195539A1 | 2020-06-18 |
Other References:
FUTUREWEI: "Functional Framework for RAN Intelligence to support different learning problems", 3GPP TSG RAN WG3 MEETING #112-E, R3-211615, 6 May 2021 (2021-05-06), XP052001361
Attorney, Agent or Firm:
MUHANN PATENT & LAW FIRM (KR)
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