Demo Abstract: Toward the Convergence of the Next-Generation Wireless and AI

被引：0

作者：

Ning, Rui ^{[1
]}

Wang, Chonggang ^{[2
]}

Gazda, Robert ^{[2
]}

Wu, Hongyi ^{[3
]}

机构：

[1] Old Dominion Univ, Dept CS, Norfolk, VA 23529 USA

[2] Univ Arizona, Dept ECE, Tucson, AZ 85721 USA

[3] InterDigital Inc, Conshohocken, PA 19428 USA

来源：

IEEE INFOCOM 2024-IEEE CONFERENCE ON COMPUTER COMMUNICATIONS WORKSHOPS, INFOCOM WKSHPS 2024 | 2024年

基金：

美国国家科学基金会;

关键词：

Deep Learning; Federated Learning; Neural Backdoor; Security;

D O I：

10.1109/INFOCOMWKSHPS61880.2024.10620668

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

This research paper presents a groundbreaking demonstration of the Pathway-of-Experts (PoE) system, showcasing its superior capabilities in IoT-based human activity recognition compared to traditional single-model systems. The study highlights the PoE system's enhanced accuracy, efficiency, and adaptability in complex environments, setting a new benchmark in smart home technology. By integrating AI with next-generation wireless networks, this demonstration underlines the potential for significant advancements in intelligent IoT environments, paving the way for broader applications and further enhancements of the PoE system.

引用

页数：2

共 50 条

[1] Next-generation AI for connectomics
Januszewski, Michal
Jain, Viren
NATURE METHODS, 2024, 21 (08) : 1398 - 1399
[2] Next-generation wireless networks
Li, VOK
APOC 2002: ASIA-PACIFIC OPTICAL AND WIRELESS COMMUNICATIONS; WIRELESS AND MOBILE COMMUNICATIONS II, 2002, 4911 : 150 - 153
[3] Demo/Poster Abstract: Enabling Time-Critical Applications over Next-Generation 802.11 Networks
Kim, Sung
Rashid, Mohammad Mamunur
Deo, Saurabh
Perez-Ramirez, Javier
Galeev, Mikhail
Venkatesan, Ganesh
Dey, Sabyasachi
Li, William
Cavalcanti, Dave
IEEE INFOCOM 2018 - IEEE CONFERENCE ON COMPUTER COMMUNICATIONS WORKSHOPS (INFOCOM WKSHPS), 2018,
[4] SENSORS - TOWARD THE NEXT-GENERATION
WEISS, J
INTECH, 1993, 40 (09) : 57 - 60
[5] Optimizing next-generation wireless networks
Diamond, S
COMMUNICATIONS NEWS, 1997, 34 (10): : 34 - 35
[6] Next-Generation Softwarized Wireless Networks
Ferrus, Ramon
Marojevic, Vuk
Goratti, Leonardo
IEEE VEHICULAR TECHNOLOGY MAGAZINE, 2018, 13 (04): : 78 - 79
[7] Convergence or divergence: next frontiers toward globalization of current- and next-generation cell and gene therapies
Bachtarzi, Houria
REGENERATIVE MEDICINE, 2022, 17 (05) : 313 - 326
[8] Planning the next-generation wireless systems
Beaubrun, R
Pierre, S
Conan, J
PROVIDING QUALITY OF SERVICE IN HETEROGENEOUS ENVIRONMENTS, VOLS 5A AND 5B, 2003, 5A-B : 741 - 750
[9] Toward Safe and Accelerated Deep Reinforcement Learning for Next-Generation Wireless Networks
Nagib, Ahmad M.
Abou-zeid, Hatem
Hassanein, Hossam S.
IEEE NETWORK, 2023, 37 (02): : 182 - 189
[10] Plasmonics for Next-Generation Wireless Systems
Burla, Maurizio
Bonjour, Romain
Salamin, Yannick
Abrecht, Felix
Hoessbacher, Claudia
Haffner, Christian
Heni, Wolfgang
Fedoryshyn, Yuriy
Baeuerle, Benedikt
Josten, Arne
Elder, Delwin
Dalton, Larry
Leuthold, Juerg
2018 IEEE/MTT-S INTERNATIONAL MICROWAVE SYMPOSIUM - IMS, 2018, : 1308 - 1311

← 1 2 3 4 5 →