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Reconfigurable intelligent surface-assisted uplink sparse code multiple access

2021· article· en· 37 citations· W3127287346 on OpenAlex· 10.1109/lcomm.2021.3058142

Why is this work in the frame?

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

Canadian funderA Canadian agency funded it. The work may carry no Canadian affiliation at all.

No Canadian affiliation. An affiliation-only frame — the usual design — would never have seen this work. It is one of the works that make the case for inverting the frame.

The three-model screen

all 1,000 screened works →

All three models called this out of scope.

stratum: fund_new · design weight: 1678.90 (the sample is stratified; any rate computed without the weight is wrong)
Claude Opus 4.8OUT
genre: empirical
about Canada: no
confidence: high

Wireless communications paper on reconfigurable intelligent surface-assisted sparse code multiple access.

GPT-5.6 (high)OUT
genre: empirical
about Canada: no
confidence: high

It proposes a wireless-communication scheme and evaluates its performance, not research practice.

Grok 4.5OUT
genre: empirical
about Canada: no
confidence: high

Wireless communications design for RIS-assisted SCMA; domain engineering, not metaresearch.

Abstract

Reconfigurable intelligent surface-empowered communication (RIS) and sparse code multiple access (SCMA) are promising candidates for future generations of wireless networks. The former enhances the transmission environments, whereas the latter provides a high spectral efficiency transmission. This letter proposes, for the first time, a low-cost design for RIS-assisted uplink SCMA (SCMA-RIS) scheme to improve the conventional SCMA spectrum efficiency. The message passing algorithm (MPA) is utilized and modified to decode the SCMA-RIS transmitted signals. Moreover, a low-complexity decoder for the SCMA-RIS scheme is proposed to significantly reduce the MPA decoding complexity and improve the bit error rate performance of the conventional SCMA. Monte Carlo simulations and complexity analysis are presented, which support the findings.

Stored with the screening record, where it is evidence for the labels above.

The record

Venue
Digital Collections portal (Koç University)
Topic
Advanced Wireless Communication Technologies
Field
Engineering
Canadian institutions
Funders
Natural Sciences and Engineering Research Council of Canada
Keywords
Computer scienceTelecommunications linkDecoding methodsTransmission (telecommunications)Code (set theory)Spectral efficiencyMessage passingWirelessBit error rateComputational complexity theoryComputer engineeringScheme (mathematics)AlgorithmParallel computingComputer networkChannel (broadcasting)TelecommunicationsMathematics
Has abstract in OpenAlex
yes