KR102586761B9 - Intelligent dynamic real-time spectrum resource management system and intelligent dynamic real-time spectrum resource management method using data mining and case-based reasoning - Google Patents

Intelligent dynamic real-time spectrum resource management system and intelligent dynamic real-time spectrum resource management method using data mining and case-based reasoning

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Publication number
KR102586761B9
KR102586761B9 KR1020220027336A KR20220027336A KR102586761B9 KR 102586761 B9 KR102586761 B9 KR 102586761B9 KR 1020220027336 A KR1020220027336 A KR 1020220027336A KR 20220027336 A KR20220027336 A KR 20220027336A KR 102586761 B9 KR102586761 B9 KR 102586761B9
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KR
South Korea
Prior art keywords
resource management
spectrum resource
time spectrum
dynamic real
intelligent dynamic
Prior art date
Application number
KR1020220027336A
Other languages
Korean (ko)
Other versions
KR20230094922A (en
KR102586761B1 (en
Inventor
이원철
윤덕원
Original Assignee
숭실대학교 산학협력단
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Publication of KR20230094922A publication Critical patent/KR20230094922A/en
Application granted granted Critical
Publication of KR102586761B1 publication Critical patent/KR102586761B1/en
Publication of KR102586761B9 publication Critical patent/KR102586761B9/en

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Classifications

    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W16/00—Network planning, e.g. coverage or traffic planning tools; Network deployment, e.g. resource partitioning or cells structures
    • H04W16/14—Spectrum sharing arrangements between different networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/048—Activation functions
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/04—Inference or reasoning models
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W24/00—Supervisory, monitoring or testing arrangements
    • H04W24/02—Arrangements for optimising operational condition

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Software Systems (AREA)
  • Physics & Mathematics (AREA)
  • Computing Systems (AREA)
  • Mathematical Physics (AREA)
  • Evolutionary Computation (AREA)
  • Data Mining & Analysis (AREA)
  • General Physics & Mathematics (AREA)
  • Artificial Intelligence (AREA)
  • General Engineering & Computer Science (AREA)
  • Signal Processing (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Computational Linguistics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Medical Informatics (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Mobile Radio Communication Systems (AREA)
KR1020220027336A 2021-12-21 2022-03-03 Intelligent dynamic real-time spectrum resource management system and intelligent dynamic real-time spectrum resource management method using data mining and case-based reasoning KR102586761B1 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
KR20210184141 2021-12-21
KR1020210184141 2021-12-21

Publications (3)

Publication Number Publication Date
KR20230094922A KR20230094922A (en) 2023-06-28
KR102586761B1 KR102586761B1 (en) 2023-10-10
KR102586761B9 true KR102586761B9 (en) 2024-02-08

Family

ID=86994455

Family Applications (1)

Application Number Title Priority Date Filing Date
KR1020220027336A KR102586761B1 (en) 2021-12-21 2022-03-03 Intelligent dynamic real-time spectrum resource management system and intelligent dynamic real-time spectrum resource management method using data mining and case-based reasoning

Country Status (1)

Country Link
KR (1) KR102586761B1 (en)

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN117891614B (en) * 2024-03-14 2024-05-14 山西泓禾惜贤科贸有限公司 Big data analysis platform based on cloud service

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6816472B1 (en) 2000-07-14 2004-11-09 Motorola, Inc. Method and apparatus for selecting a best link for supplemental channel assignment during a handoff period in a spread spectrum communication system
EP2299753B1 (en) * 2009-09-18 2015-08-26 Alcatel Lucent Adaptive traffic and interference aware radio resource management
KR101574882B1 (en) * 2014-03-18 2015-12-04 한국과학기술원 Method and apparatus for controlling transmission power of cognitive radio terminal based on distributed network
KR102042260B1 (en) * 2018-04-16 2019-11-27 국방과학연구소 Method and apparatus for selecting frequency band in cognitive radio network
KR102398021B1 (en) * 2018-09-19 2022-05-17 한국전자통신연구원 Method and apparatus for allocating bandwidth based on machine learning in passive optical network

Also Published As

Publication number Publication date
KR20230094922A (en) 2023-06-28
KR102586761B1 (en) 2023-10-10

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G170 Re-publication after modification of scope of protection [patent]
G170 Re-publication after modification of scope of protection [patent]