Practical Issues and Challenges in CSI-based Integrated Sensing and Communication

Daqing Zhang; Dan Wu; Kai Niu; Xuanzhi Wang; Fusang Zhang; Jian Yao; Dajie Jiang; Fei Qin

doi:10.1109/ICCWorkshops53468.2022.9814523

Practical Issues and Challenges in CSI-based Integrated Sensing and Communication

Daqing Zhang
, Dan Wu
, Kai Niu
, Xuanzhi Wang
, Fusang Zhang
, Jian Yao
, Dajie Jiang
, Fei Qin

Tsinghua University
Institute of Software Chinese Academy of Sciences
Ltd.

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

Abstract

Next-generation mobile communication network (i.e., 6G) has been envisioned to go beyond classical communication functionality and provide integrated sensing and communication (ISAC) capability to enable more emerging ap-plications, such as smart cities, connected vehicles, AIoT and health care/elder care. Among all the ISAC proposals, the most practical and promising approach is to empower existing wireless network (e.g., WiFi, 4G/5G) with the augmented ability to sense the surrounding human and environment, and evolve wireless communication networks into intelligent communication and sensing network (e.g., 6G). In this paper, based on our experience on CSI-based wireless sensing with WiFi/4G/5G signals, we intend to identify ten major practical and theoretical problems that hinder real deployment of ISAC applications, and provide possible solutions to those critical challenges. Hopefully, this work will inspire further research to evolve existing WiFi/4G/5G networks into next-generation intelligent wireless network (i.e., 6G).

Original language	English
Title of host publication	2022 IEEE International Conference on Communications Workshops, ICC Workshops 2022
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	836-841
Number of pages	6
ISBN (Electronic)	9781665426718
DOIs	https://doi.org/10.1109/ICCWorkshops53468.2022.9814523
Publication status	Published - 1 Jan 2022
Event	2022 IEEE International Conference on Communications Workshops, ICC Workshops 2022 - Seoul, Korea, Republic of Duration: 16 May 2022 → 20 May 2022

Publication series

Name	2022 IEEE International Conference on Communications Workshops, ICC Workshops 2022

Conference

Conference	2022 IEEE International Conference on Communications Workshops, ICC Workshops 2022
Country/Territory	Korea, Republic of
City	Seoul
Period	16/05/22 → 20/05/22

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 3 Good Health and Well-being
SDG 11 Sustainable Cities and Communities

Keywords

CSI-based Sensing
ISAC
WiFi/5G sensing

Access to Document

10.1109/ICCWorkshops53468.2022.9814523

Cite this

Zhang, D., Wu, D., Niu, K., Wang, X., Zhang, F., Yao, J., Jiang, D., & Qin, F. (2022). Practical Issues and Challenges in CSI-based Integrated Sensing and Communication. In 2022 IEEE International Conference on Communications Workshops, ICC Workshops 2022 (pp. 836-841). (2022 IEEE International Conference on Communications Workshops, ICC Workshops 2022). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICCWorkshops53468.2022.9814523

Zhang, Daqing ; Wu, Dan ; Niu, Kai et al. / Practical Issues and Challenges in CSI-based Integrated Sensing and Communication. 2022 IEEE International Conference on Communications Workshops, ICC Workshops 2022. Institute of Electrical and Electronics Engineers Inc., 2022. pp. 836-841 (2022 IEEE International Conference on Communications Workshops, ICC Workshops 2022).

@inproceedings{5697399e68b843cd946f23543409c073,

title = "Practical Issues and Challenges in CSI-based Integrated Sensing and Communication",

abstract = "Next-generation mobile communication network (i.e., 6G) has been envisioned to go beyond classical communication functionality and provide integrated sensing and communication (ISAC) capability to enable more emerging ap-plications, such as smart cities, connected vehicles, AIoT and health care/elder care. Among all the ISAC proposals, the most practical and promising approach is to empower existing wireless network (e.g., WiFi, 4G/5G) with the augmented ability to sense the surrounding human and environment, and evolve wireless communication networks into intelligent communication and sensing network (e.g., 6G). In this paper, based on our experience on CSI-based wireless sensing with WiFi/4G/5G signals, we intend to identify ten major practical and theoretical problems that hinder real deployment of ISAC applications, and provide possible solutions to those critical challenges. Hopefully, this work will inspire further research to evolve existing WiFi/4G/5G networks into next-generation intelligent wireless network (i.e., 6G).",

keywords = "CSI-based Sensing, ISAC, WiFi/5G sensing",

author = "Daqing Zhang and Dan Wu and Kai Niu and Xuanzhi Wang and Fusang Zhang and Jian Yao and Dajie Jiang and Fei Qin",

note = "Publisher Copyright: {\textcopyright} 2022 IEEE.; 2022 IEEE International Conference on Communications Workshops, ICC Workshops 2022 ; Conference date: 16-05-2022 Through 20-05-2022",

year = "2022",

month = jan,

day = "1",

doi = "10.1109/ICCWorkshops53468.2022.9814523",

language = "English",

series = "2022 IEEE International Conference on Communications Workshops, ICC Workshops 2022",

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

pages = "836--841",

booktitle = "2022 IEEE International Conference on Communications Workshops, ICC Workshops 2022",

}

Zhang, D, Wu, D, Niu, K, Wang, X, Zhang, F, Yao, J, Jiang, D & Qin, F 2022, Practical Issues and Challenges in CSI-based Integrated Sensing and Communication. in 2022 IEEE International Conference on Communications Workshops, ICC Workshops 2022. 2022 IEEE International Conference on Communications Workshops, ICC Workshops 2022, Institute of Electrical and Electronics Engineers Inc., pp. 836-841, 2022 IEEE International Conference on Communications Workshops, ICC Workshops 2022, Seoul, Korea, Republic of, 16/05/22. https://doi.org/10.1109/ICCWorkshops53468.2022.9814523

Practical Issues and Challenges in CSI-based Integrated Sensing and Communication. / Zhang, Daqing; Wu, Dan; Niu, Kai et al.
2022 IEEE International Conference on Communications Workshops, ICC Workshops 2022. Institute of Electrical and Electronics Engineers Inc., 2022. p. 836-841 (2022 IEEE International Conference on Communications Workshops, ICC Workshops 2022).

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

TY - GEN

T1 - Practical Issues and Challenges in CSI-based Integrated Sensing and Communication

AU - Zhang, Daqing

AU - Wu, Dan

AU - Niu, Kai

AU - Wang, Xuanzhi

AU - Zhang, Fusang

AU - Yao, Jian

AU - Jiang, Dajie

AU - Qin, Fei

PY - 2022/1/1

Y1 - 2022/1/1

N2 - Next-generation mobile communication network (i.e., 6G) has been envisioned to go beyond classical communication functionality and provide integrated sensing and communication (ISAC) capability to enable more emerging ap-plications, such as smart cities, connected vehicles, AIoT and health care/elder care. Among all the ISAC proposals, the most practical and promising approach is to empower existing wireless network (e.g., WiFi, 4G/5G) with the augmented ability to sense the surrounding human and environment, and evolve wireless communication networks into intelligent communication and sensing network (e.g., 6G). In this paper, based on our experience on CSI-based wireless sensing with WiFi/4G/5G signals, we intend to identify ten major practical and theoretical problems that hinder real deployment of ISAC applications, and provide possible solutions to those critical challenges. Hopefully, this work will inspire further research to evolve existing WiFi/4G/5G networks into next-generation intelligent wireless network (i.e., 6G).

AB - Next-generation mobile communication network (i.e., 6G) has been envisioned to go beyond classical communication functionality and provide integrated sensing and communication (ISAC) capability to enable more emerging ap-plications, such as smart cities, connected vehicles, AIoT and health care/elder care. Among all the ISAC proposals, the most practical and promising approach is to empower existing wireless network (e.g., WiFi, 4G/5G) with the augmented ability to sense the surrounding human and environment, and evolve wireless communication networks into intelligent communication and sensing network (e.g., 6G). In this paper, based on our experience on CSI-based wireless sensing with WiFi/4G/5G signals, we intend to identify ten major practical and theoretical problems that hinder real deployment of ISAC applications, and provide possible solutions to those critical challenges. Hopefully, this work will inspire further research to evolve existing WiFi/4G/5G networks into next-generation intelligent wireless network (i.e., 6G).

KW - CSI-based Sensing

KW - ISAC

KW - WiFi/5G sensing

UR - https://www.scopus.com/pages/publications/85134764673

U2 - 10.1109/ICCWorkshops53468.2022.9814523

DO - 10.1109/ICCWorkshops53468.2022.9814523

M3 - Conference contribution

AN - SCOPUS:85134764673

T3 - 2022 IEEE International Conference on Communications Workshops, ICC Workshops 2022

SP - 836

EP - 841

BT - 2022 IEEE International Conference on Communications Workshops, ICC Workshops 2022

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2022 IEEE International Conference on Communications Workshops, ICC Workshops 2022

Y2 - 16 May 2022 through 20 May 2022

ER -

Zhang D, Wu D, Niu K, Wang X, Zhang F, Yao J et al. Practical Issues and Challenges in CSI-based Integrated Sensing and Communication. In 2022 IEEE International Conference on Communications Workshops, ICC Workshops 2022. Institute of Electrical and Electronics Engineers Inc. 2022. p. 836-841. (2022 IEEE International Conference on Communications Workshops, ICC Workshops 2022). doi: 10.1109/ICCWorkshops53468.2022.9814523

Practical Issues and Challenges in CSI-based Integrated Sensing and Communication

Abstract

Publication series

Conference

UN SDGs

Keywords

Access to Document

Other files and links

Fingerprint

Cite this