Enabling Seamless Communication and RF Sensing among IoT Devices

dc.contributor.advisorZhu, Ting
dc.contributor.authorChi, Zicheng
dc.contributor.departmentComputer Science and Electrical Engineering
dc.contributor.programEngineering, Computer
dc.date.accessioned2021-09-01T13:55:02Z
dc.date.available2021-09-01T13:55:02Z
dc.date.issued2020-01-20
dc.description.abstractThe exponentially increasing number of internet of things (IoT) devices and the data generated by these devices introduce the spectrum crisis at the already crowded ISM 2.4 GHz band. On one hand, there is no efficient solution to coordinate a large amount of heterogeneous IoT devices that have different communication technologies (e.g., WiFi, ZigBee, and Bluetooth). On the other hand, the crowded wireless traffic potentially introduces opportunities for conducting radio frequency (RF) sensing using pervasively available signals generated by heterogeneous IoT devices. To address these issues, we propose a multi-layer heterogeneous networking system to enable seamless communication and RF sensing among IoT devices. This networking system i) connects IoT devices with different communication protocols by utilizing their unique physical-layer or link-layer features on overlapped frequency band (e.g., ISM 2.4 GHz band); and ii) utilizes the heterogeneous wireless traffic for non-intrusive human activity recognition and monitoring, which provides data support for the emerging smart health and smart home applications. This system aims to significantly increase the throughput and spectrum utilization for wireless communication while keeping the low cost (in terms of energy and deployment) of IoT networks. Furthermore, the system provides sensing capability by using existing RF signals in the air.
dc.formatapplication:pdf
dc.genredissertations
dc.identifierdoi:10.13016/m2odk0-ovww
dc.identifier.other12165
dc.identifier.urihttp://hdl.handle.net/11603/22779
dc.languageen
dc.relation.isAvailableAtThe University of Maryland, Baltimore County (UMBC)
dc.relation.ispartofUMBC Computer Science and Electrical Engineering Department Collection
dc.relation.ispartofUMBC Theses and Dissertations Collection
dc.relation.ispartofUMBC Graduate School Collection
dc.relation.ispartofUMBC Student Collection
dc.sourceOriginal File Name: Chi_umbc_0434D_12165.pdf
dc.subjectInternet of Things
dc.subjectWireless Networks
dc.subjectWireless Sensing
dc.titleEnabling Seamless Communication and RF Sensing among IoT Devices
dc.typeText
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