Deploying artificial intelligence in the wireless infrastructure: The challenges ahead

Miguel Angel Vazquez; Jean Paul Pallois; Merouane Debbah; Christos Masouros; Tony Kenyon; Yansha Deng; Fisseha Mekuria; Ana Perez-Neira; Javan Erfanian

doi:10.1109/5GWF.2019.8911693

Deploying artificial intelligence in the wireless infrastructure: The challenges ahead

Miguel Angel Vazquez, Jean Paul Pallois, Merouane Debbah, Christos Masouros, Tony Kenyon, Yansha Deng, Fisseha Mekuria, Ana Perez-Neira, Javan Erfanian

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

4 Citations (Scopus)

Abstract

The adoption of artificial intelligence (AI) techniques entails a substantial change in the wireless ecosystem where data as well as their owners become crucial. As a result, the roll out of AI techniques in wireless systems raises a plethora of questions. In this context, we describe the challenges observed by the wireless stakeholders when deploying AI. Furthermore, we introduce the recent discussion in field of ethics that appear when managing wireless communications data.

Original language	English
Title of host publication	IEEE 5G World Forum, 5GWF 2019 - Conference Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	458-459
Number of pages	2
ISBN (Electronic)	9781728136271
DOIs	https://doi.org/10.1109/5GWF.2019.8911693
Publication status	Published - 1 Sept 2019
Event	2nd IEEE 5G World Forum, 5GWF 2019 - Dresden, Germany Duration: 30 Sept 2019 → 2 Oct 2019

Conference

Conference	2nd IEEE 5G World Forum, 5GWF 2019
Country/Territory	Germany
City	Dresden
Period	30/09/2019 → 2/10/2019

Keywords

Artificial Intelligence
Machine Learning
Wireless Infrastructure

Access to Document

10.1109/5GWF.2019.8911693

Cite this

Angel Vazquez, M., Paul Pallois, J., Debbah, M., Masouros, C., Kenyon, T., Deng, Y., Mekuria, F., Perez-Neira, A., & Erfanian, J. (2019). Deploying artificial intelligence in the wireless infrastructure: The challenges ahead. In IEEE 5G World Forum, 5GWF 2019 - Conference Proceedings (pp. 458-459). Article 8911693 Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/5GWF.2019.8911693

@inbook{c162db1b607f4818b821a206ef1ed874,

title = "Deploying artificial intelligence in the wireless infrastructure: The challenges ahead",

abstract = "The adoption of artificial intelligence (AI) techniques entails a substantial change in the wireless ecosystem where data as well as their owners become crucial. As a result, the roll out of AI techniques in wireless systems raises a plethora of questions. In this context, we describe the challenges observed by the wireless stakeholders when deploying AI. Furthermore, we introduce the recent discussion in field of ethics that appear when managing wireless communications data.",

keywords = "Artificial Intelligence, Machine Learning, Wireless Infrastructure",

author = "{Angel Vazquez}, Miguel and {Paul Pallois}, Jean and Merouane Debbah and Christos Masouros and Tony Kenyon and Yansha Deng and Fisseha Mekuria and Ana Perez-Neira and Javan Erfanian",

year = "2019",

month = sep,

day = "1",

doi = "10.1109/5GWF.2019.8911693",

language = "English",

pages = "458--459",

booktitle = "IEEE 5G World Forum, 5GWF 2019 - Conference Proceedings",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

address = "United States",

note = "2nd IEEE 5G World Forum, 5GWF 2019 ; Conference date: 30-09-2019 Through 02-10-2019",

}

Angel Vazquez, M, Paul Pallois, J, Debbah, M, Masouros, C, Kenyon, T, Deng, Y, Mekuria, F, Perez-Neira, A & Erfanian, J 2019, Deploying artificial intelligence in the wireless infrastructure: The challenges ahead. in IEEE 5G World Forum, 5GWF 2019 - Conference Proceedings., 8911693, Institute of Electrical and Electronics Engineers Inc., pp. 458-459, 2nd IEEE 5G World Forum, 5GWF 2019, Dresden, Germany, 30/09/2019. https://doi.org/10.1109/5GWF.2019.8911693

Deploying artificial intelligence in the wireless infrastructure: The challenges ahead. / Angel Vazquez, Miguel; Paul Pallois, Jean; Debbah, Merouane et al.
IEEE 5G World Forum, 5GWF 2019 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 2019. p. 458-459 8911693.

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

TY - CHAP

T1 - Deploying artificial intelligence in the wireless infrastructure

T2 - 2nd IEEE 5G World Forum, 5GWF 2019

AU - Angel Vazquez, Miguel

AU - Paul Pallois, Jean

AU - Debbah, Merouane

AU - Masouros, Christos

AU - Kenyon, Tony

AU - Deng, Yansha

AU - Mekuria, Fisseha

AU - Perez-Neira, Ana

AU - Erfanian, Javan

PY - 2019/9/1

Y1 - 2019/9/1

N2 - The adoption of artificial intelligence (AI) techniques entails a substantial change in the wireless ecosystem where data as well as their owners become crucial. As a result, the roll out of AI techniques in wireless systems raises a plethora of questions. In this context, we describe the challenges observed by the wireless stakeholders when deploying AI. Furthermore, we introduce the recent discussion in field of ethics that appear when managing wireless communications data.

AB - The adoption of artificial intelligence (AI) techniques entails a substantial change in the wireless ecosystem where data as well as their owners become crucial. As a result, the roll out of AI techniques in wireless systems raises a plethora of questions. In this context, we describe the challenges observed by the wireless stakeholders when deploying AI. Furthermore, we introduce the recent discussion in field of ethics that appear when managing wireless communications data.

KW - Artificial Intelligence

KW - Machine Learning

KW - Wireless Infrastructure

UR - http://www.scopus.com/inward/record.url?scp=85076802921&partnerID=8YFLogxK

U2 - 10.1109/5GWF.2019.8911693

DO - 10.1109/5GWF.2019.8911693

M3 - Conference paper

SP - 458

EP - 459

BT - IEEE 5G World Forum, 5GWF 2019 - Conference Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

Y2 - 30 September 2019 through 2 October 2019

ER -

Deploying artificial intelligence in the wireless infrastructure: The challenges ahead

Abstract

Conference

Keywords

Access to Document

Other files and links

Fingerprint

Cite this