Toward Integrated Sensing and Communications in IEEE 802.11bf Wi-Fi Networks

被引:12
|
作者
Meneghello, Francesca [1 ]
Chen, Cheng [2 ]
Cordeiro, Carlos
Restuccia, Francesco [3 ]
机构
[1] Univ Padua, Dept Informat Engn, Padua, Italy
[2] Intel Corp, Santa Clara, CA USA
[3] Northeastern Univ, Elect & Comp Engn, Boston, MA USA
基金
美国国家科学基金会;
关键词
Wireless communication; Wireless sensor networks; Codes; Activity recognition; Media Access Protocol; Sensors; Object tracking; Wireless fidelity;
D O I
10.1109/MCOM.001.2200806
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
As Wi-Fi becomes ubiquitous in public and private spaces, it becomes natural to leverage its intrinsic ability to sense the surrounding environment to implement groundbreaking wireless sensing applications such as human presence detection, activity recognition, and object tracking. For this reason, the IEEE 802.11bf Task Group is defining the appropriate modifications to existing Wi-Fi standards to enhance sensing capabilities through 802.11-compliant devices. However, the new standard is expected to leave the specific sensing algorithms open to implementation. To fill this gap, this article explores the practical implications of integrating sensing into Wi-Fi networks. We provide an overview of the physical and medium access control layers sensing enablers, together with the application layer perspective. We analyze the impact of communication parameters on sensing performance and detail the main research challenges. To make our evaluation replicable, we pledge to release all of our dataset and code to the community.
引用
收藏
页码:128 / 133
页数:6
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