High-Granularity Modulation for OFDM Backscatter

dc.contributor.authorLiu, Xin
dc.contributor.authorChi, Zicheng
dc.contributor.authorWang, Wei
dc.contributor.authorYao, Yao
dc.contributor.authorHao, Pei
dc.contributor.authorZhu, Ting
dc.date.accessioned2023-08-08T22:41:12Z
dc.date.available2023-08-08T22:41:12Z
dc.date.issued2023-07-20
dc.description.abstractOrthogonal frequency-division multiplexing (OFDM) has been widely used in WiFi, LTE, and adopted in 5G. Recently, researchers have proposed multiple OFDM-based WiFi backscatter systems that use the same underlying design principle (i.e., codeword translation) at the OFDM symbol-level to transmit the tag data. However, since the phase error correction in WiFi receivers can eliminate the phase offset created by a tag, the codeword translation requires specific WiFi receivers that can disable the phase error correction. As a result, phase error is introduced into the decoding procedure of the codeword translation, which significantly increases the tag data decoding error. To address this issue, we designed a novel OFDM backscatter called TScatter, which uses high-granularity sample-level modulation to avoid the phase offset created by a tag being eliminated by phase error correction. Moreover, by taking advantage of the phase error correction, our system is able to work in more dynamic environments. Our design also has two advantages: much lower bit error rate (BER) and higher throughput. We conducted extensive evaluations under different scenarios. The experimental results show that TScatter has i) three to four orders of magnitude lower BER when its throughput is similar to the latest OFDM backscatter system MOXcatter; or ii) more than 212 times higher throughput when its BER is similar to MOXcatter. Our design is generic and has the potential to be applied to backscatter other OFDM signals (e.g., LTE and 5G).en_US
dc.description.sponsorshipThis work was supported by NSF under grants CNS-2316605, CNS2305246, and CNS-2127881.en_US
dc.description.urihttps://ieeexplore.ieee.org/abstract/document/10189210en_US
dc.format.extent14 pagesen_US
dc.genrejournal articlesen_US
dc.genrepostprintsen_US
dc.identifierdoi:10.13016/m23tiv-8x3q
dc.identifier.citationX. Liu, Z. Chi, W. Wang, Y. Yao, P. Hao and T. Zhu, "High-Granularity Modulation for OFDM Backscatter," in IEEE/ACM Transactions on Networking, doi: 10.1109/TNET.2023.3286880.en_US
dc.identifier.urihttps://doi.org/10.1109/TNET.2023.3286880
dc.identifier.urihttp://hdl.handle.net/11603/29125
dc.language.isoen_USen_US
dc.publisherIEEEen_US
dc.relation.isAvailableAtThe University of Maryland, Baltimore County (UMBC)
dc.relation.ispartofUMBC Computer Science and Electrical Engineering Department Collection
dc.relation.ispartofUMBC Student Collection
dc.rights© 2023 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.en_US
dc.titleHigh-Granularity Modulation for OFDM Backscatteren_US
dc.typeTexten_US

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