Priority Aggregation Network With Integrated Computation and Sensation for Ultra Dense Artificial Intelligence of Things

被引：1

作者：

Ren, Chao ^{[1
]}

He, Zongrui ^{[1
]}

Li, Yingqi ^{[1
]}

Cao, Difei ^{[1
]}

Zhang, Haijun ^{[1
]}

Nallanathan, Arumugam ^{[1
]}

机构：

[1] Univ Sci & Technol Beijing, Beijing Engn & Technol Res Ctr, Convergence Networks & Ubiquitous Serv, Beijing 100083, Peoples R China

来源：

IEEE WIRELESS COMMUNICATIONS LETTERS | 2024年 / 13卷 / 02期

基金：

中国国家自然科学基金;

关键词：

Task analysis; Sensors; Internet of Things; Delays; Artificial intelligence; Resource management; Wireless communication; Resources leasing; joint computation and sensation; resource management;

D O I：

10.1109/LWC.2023.3323421

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

In the realm of ultra dense Intelligence of Things, efficient utilization of computation and sensation (CAS) resources remains a challenge due to their uneven temporal and spatial distribution. Priority Aggregation Network (PAN) is introduced to employ priority as an intermediary to restore, combine, and exchange idle CAS resources' permissions for cross-temporal and cross-modal resource leasing. PAN awards priority to devices that lease their sensing and computing resources to others, facilitating efficient resource allocation. Numerical results indicate PAN maintains high cross-temporal task completion rates while conserving equipment resources, with increased willingness to pay for resources.

引用

页码：270 / 273

页数：4

共 50 条

[21] Collaborative Artificial Intelligence (AI) for User-Cell Association in Ultra-Dense Cellular Systems
Hamidouche, Kenza
Kasgari, Ali Taleb Zadeh
Saad, Walid
Bennis, Mehdi
Debbah, Merouane
2018 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS (ICC WORKSHOPS), 2018,
[22] Wireless network upgraded with artificial intelligence on the data aggregation towards the smart internet applications
Priyanka, E. B.
Thangavel, S.
Sagayam, K. Martin
Elngar, Ahmed A.
INTERNATIONAL JOURNAL OF SYSTEM ASSURANCE ENGINEERING AND MANAGEMENT, 2022, 13 (03) : 1254 - 1267
[23] Wireless network upgraded with artificial intelligence on the data aggregation towards the smart internet applications
E. B. Priyanka
S. Thangavel
K. Martin Sagayam
Ahmed A. Elngar
International Journal of System Assurance Engineering and Management, 2022, 13 : 1254 - 1267
[24] Resource allocation strategy for ultra-dense Internet of things based on graph convolutional neural network
Huang, Jie
Li, Xingxing
Yang, Fan
Ding, Ruijie
Cai, Jieliang
Yao, Fenghang
Zhang, Xin
Tongxin Xuebao/Journal on Communications, 45 (10): : 243 - 252
[25] Establishment of an integrated network platform for English language teaching based on artificial intelligence
Du, Mojun
AGRO FOOD INDUSTRY HI-TECH, 2017, 28 (01): : 2165 - 2169
[26] Web integrated logistics and Artificial Intelligence application for creating smart logistics network
Bruzzone, AG
6TH WORLD MULTICONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL XII, PROCEEDINGS: INDUSTRIAL SYSTEMS AND ENGINEERING II, 2002, : 341 - 345
[27] Self-learning and explainable deep learning network toward the security of artificial intelligence of things
Bin Wu
Sean He
The Journal of Supercomputing, 2023, 79 : 4436 - 4467
[28] Artificial Intelligence and Internet of Things-Based Leak Detection Method for the Water Supply Network
Li, Lianxiu
Chen, Huifan
INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS, 2023, 2023
[29] Self-learning and explainable deep learning network toward the security of artificial intelligence of things
Wu, Bin
He, Sean
JOURNAL OF SUPERCOMPUTING, 2023, 79 (04): : 4436 - 4467
[30] 6G Visions: Mobile Ultra-Broadband, Super Internet-of-Things, and Artificial Intelligence
Zhang, Lin
Liang, Ying-Chang
Niyato, Dusit
CHINA COMMUNICATIONS, 2019, 16 (08) : 1 - 14

← 1 2 3 4 5 →