Cargando…

Joint Communications and Sensing Employing Multi- or Single-Carrier OFDM Communication Signals: A Tutorial on Sensing Methods, Recent Progress and a Novel Design

Joint communications and sensing (JCAS) has recently attracted extensive attention due to its potential in substantially improving the cost, energy and spectral efficiency of Internet of Things (IoT) systems that need both radio frequency functions. Given the wide applicability of orthogonal frequen...

Descripción completa

Detalles Bibliográficos
Autores principales: Wu, Kai, Zhang, Jian Andrew, Huang, Xiaojing, Guo, Yingjie Jay
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8880368/
https://www.ncbi.nlm.nih.gov/pubmed/35214512
http://dx.doi.org/10.3390/s22041613
_version_ 1784659178821779456
author Wu, Kai
Zhang, Jian Andrew
Huang, Xiaojing
Guo, Yingjie Jay
author_facet Wu, Kai
Zhang, Jian Andrew
Huang, Xiaojing
Guo, Yingjie Jay
author_sort Wu, Kai
collection PubMed
description Joint communications and sensing (JCAS) has recently attracted extensive attention due to its potential in substantially improving the cost, energy and spectral efficiency of Internet of Things (IoT) systems that need both radio frequency functions. Given the wide applicability of orthogonal frequency division multiplexing (OFDM) in modern communications, OFDM sensing has become one of the major research topics of JCAS. To raise the awareness of some critical yet long-overlooked issues that restrict the OFDM sensing capability, a comprehensive overview of OFDM sensing is provided first in this paper, and then a tutorial on the issues is presented. Moreover, some recent research efforts for addressing the issues are reviewed, with interesting designs and results highlighted. In addition, the redundancy in OFDM sensing signals is unveiled, on which, a novel method is based and developed in order to remove the redundancy by introducing efficient signal decimation. Corroborated by analysis and simulation results, the new method further reduces the sensing complexity over one of the most efficient methods to date, with a minimal impact on the sensing performance.
format Online
Article
Text
id pubmed-8880368
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-88803682022-02-26 Joint Communications and Sensing Employing Multi- or Single-Carrier OFDM Communication Signals: A Tutorial on Sensing Methods, Recent Progress and a Novel Design Wu, Kai Zhang, Jian Andrew Huang, Xiaojing Guo, Yingjie Jay Sensors (Basel) Article Joint communications and sensing (JCAS) has recently attracted extensive attention due to its potential in substantially improving the cost, energy and spectral efficiency of Internet of Things (IoT) systems that need both radio frequency functions. Given the wide applicability of orthogonal frequency division multiplexing (OFDM) in modern communications, OFDM sensing has become one of the major research topics of JCAS. To raise the awareness of some critical yet long-overlooked issues that restrict the OFDM sensing capability, a comprehensive overview of OFDM sensing is provided first in this paper, and then a tutorial on the issues is presented. Moreover, some recent research efforts for addressing the issues are reviewed, with interesting designs and results highlighted. In addition, the redundancy in OFDM sensing signals is unveiled, on which, a novel method is based and developed in order to remove the redundancy by introducing efficient signal decimation. Corroborated by analysis and simulation results, the new method further reduces the sensing complexity over one of the most efficient methods to date, with a minimal impact on the sensing performance. MDPI 2022-02-18 /pmc/articles/PMC8880368/ /pubmed/35214512 http://dx.doi.org/10.3390/s22041613 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Wu, Kai
Zhang, Jian Andrew
Huang, Xiaojing
Guo, Yingjie Jay
Joint Communications and Sensing Employing Multi- or Single-Carrier OFDM Communication Signals: A Tutorial on Sensing Methods, Recent Progress and a Novel Design
title Joint Communications and Sensing Employing Multi- or Single-Carrier OFDM Communication Signals: A Tutorial on Sensing Methods, Recent Progress and a Novel Design
title_full Joint Communications and Sensing Employing Multi- or Single-Carrier OFDM Communication Signals: A Tutorial on Sensing Methods, Recent Progress and a Novel Design
title_fullStr Joint Communications and Sensing Employing Multi- or Single-Carrier OFDM Communication Signals: A Tutorial on Sensing Methods, Recent Progress and a Novel Design
title_full_unstemmed Joint Communications and Sensing Employing Multi- or Single-Carrier OFDM Communication Signals: A Tutorial on Sensing Methods, Recent Progress and a Novel Design
title_short Joint Communications and Sensing Employing Multi- or Single-Carrier OFDM Communication Signals: A Tutorial on Sensing Methods, Recent Progress and a Novel Design
title_sort joint communications and sensing employing multi- or single-carrier ofdm communication signals: a tutorial on sensing methods, recent progress and a novel design
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8880368/
https://www.ncbi.nlm.nih.gov/pubmed/35214512
http://dx.doi.org/10.3390/s22041613
work_keys_str_mv AT wukai jointcommunicationsandsensingemployingmultiorsinglecarrierofdmcommunicationsignalsatutorialonsensingmethodsrecentprogressandanoveldesign
AT zhangjianandrew jointcommunicationsandsensingemployingmultiorsinglecarrierofdmcommunicationsignalsatutorialonsensingmethodsrecentprogressandanoveldesign
AT huangxiaojing jointcommunicationsandsensingemployingmultiorsinglecarrierofdmcommunicationsignalsatutorialonsensingmethodsrecentprogressandanoveldesign
AT guoyingjiejay jointcommunicationsandsensingemployingmultiorsinglecarrierofdmcommunicationsignalsatutorialonsensingmethodsrecentprogressandanoveldesign