Federated Spectrum Management Through Hedonic Coalition Formation

被引：0

作者：

He, Zhili ^{[1
]}

Tu, Tianyu ^{[1
]}

Wang, Kanye Ye ^{[2
]}

Luo, Bing ^{[3
]}

Cheng, Dazhao ^{[1
]}

Hu, Chuang ^{[1
]}

机构：

[1] Wuhan Univ, Wuhan, Peoples R China

[2] Univ Macau, Macau, Peoples R China

[3] Duke Kunshan Univ, Kunshan, Peoples R China

来源：

PROCEEDINGS OF THE 8TH ASIA-PACIFIC WORKSHOP ON NETWORKING, APNET 2024 | 2024年

基金：

中国国家自然科学基金;

关键词：

D O I：

10.1145/3663408.3665823

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

We present FedSM, a Federated Spectrum Management architecture to increase channel utilization (CU) and reduce latency, while protecting users' data privacy. We employ hedonic coalition formation game for spectrum allocation. Within each coalition, we design a bandit learning algorithm to share spectra and adjust resource usage. Preliminary simulation results show FedSM increases CU to 93.51% and reduces latency to 248.68 ms compared to three privacy-preserving dynamic spectrum management architectures.

引用

下载

页码：217 / 218

页数：2

共 50 条

[21] Coalition Formation Strategies for Self-Interested Agents in Hedonic Games
Genin, Thomas
Aknine, Samir
ECAI 2010 - 19TH EUROPEAN CONFERENCE ON ARTIFICIAL INTELLIGENCE, 2010, 215 : 1015 - +
[22] Distributed Hedonic Coalition Formation for Multi-robot Task Allocation
Dutta, Ayan
Ufimtsev, Vladimir
Said, Tuffa
Jang, Inmo
Eggen, Roger
2021 IEEE 17TH INTERNATIONAL CONFERENCE ON AUTOMATION SCIENCE AND ENGINEERING (CASE), 2021, : 639 - 644
[23] The stability of hedonic coalition structures
Bogomolnaia, A
Jackson, MO
GAMES AND ECONOMIC BEHAVIOR, 2002, 38 (02) : 201 - 230
[24] Coalition Formation and Spectrum Sharing of Cooperative Spectrum Sensing Participants
Jiang, Zhensheng
Yuan, Wei
Leung, Henry
You, Xinge
Zheng, Qi
IEEE TRANSACTIONS ON CYBERNETICS, 2017, 47 (05) : 1133 - 1146
[25] Coalition Formation Games for Collaborative Spectrum Sensing
Saad, Walid
Han, Zhu
Basar, Tamer
Debbah, Merouane
Hjorungnes, Are
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2011, 60 (01) : 276 - 297
[26] Fractional Hedonic Coalition Formation Game for Peer to Peer Energy Trading in a Microgrid
Malik, Sweta
Duffy, Maeve
Thakur, Subhasis
Breslin, John G.
2021 IEEE MADRID POWERTECH, 2021,
[27] Coalition Formation Game in the Cross-Silo Federated Learning System
Jiang, Suhan
Wu, Jie
2022 IEEE 19TH INTERNATIONAL CONFERENCE ON MOBILE AD HOC AND SMART SYSTEMS (MASS 2022), 2022, : 49 - 57
[28] Coalitional FL: Coalition Formation and Selection in Federated Learning with Heterogeneous Data
Zhang N.
Ma Q.
Mao W.
Chen X.
IEEE Transactions on Mobile Computing, 2024, 23 (11) : 1 - 15
[29] Hedonic coalition formation games with variable populations: core characterizations and (im)possibilities
Mehmet Karakaya
Bettina Klaus
International Journal of Game Theory, 2017, 46 : 435 - 455
[30] Hedonic coalition formation games with variable populations: core characterizations and (im)possibilities
Karakaya, Mehmet
Klaus, Bettina
INTERNATIONAL JOURNAL OF GAME THEORY, 2017, 46 (02) : 435 - 455

← 1 2 3 4 5 →