MétaCan
Menu
Back to cohort
Record W3197905050 · doi:10.1109/tmtt.2021.3105413

Experimental Investigation of Performance, Reliability, and Cycle Endurance of Nonvolatile DC–67 GHz Phase-Change RF Switches

2021· article· en· W3197905050 on OpenAlexafffund
Tejinder Singh, Raafat R. Mansour

Bibliographic record

VenueIEEE Transactions on Microwave Theory and Techniques · 2021
Typearticle
Languageen
FieldEngineering
TopicRadio Frequency Integrated Circuit Design
Canadian institutionsUniversity of Waterloo
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsRF switchSwitching timeRadio frequencyReliability (semiconductor)Electrical engineeringFigure of meritElectronic engineeringMaterials sciencePower (physics)OptoelectronicsEngineering

Abstract

fetched live from OpenAlex

This article reports high-performance and reliable phase change material (PCM) germanium telluride (GeTe)-based nonvolatile radio frequency (RF) switches. The highly miniaturized ultrawideband dc to 67 GHz millimeter-wave (mmWave) switches is developed in-house using a custom eight-layer microfabrication process. The switches are fully passivated and do not require any special packaging for integrating heterogeneously with other technologies. They are also amenable to monolithic integration with a wide range of RF devices on a single chip, such as phase shifters, impedance tuners, and attenuators, to name a few. The PCM GeTe-based RF switches are experimentally tested for their RF performance variation across the wafer, performance change at high temperature, high-power handling capability, third-order intercept (TOI) through the two-tone testing setup, and switching speed. The nonvolatile resistance state reliability of the PCM switches is experimentally investigated. The presented RF switches are cycled more than one million times, demonstrating reliable actuation operation with a figure of merit exceeding 14.5 THz. A detailed description of the experimental setup for measuring the switching speed, power handling capability, linearity, reliability, and cycle endurance assessment of the PCM switches is presented. The PCM switches developed are compared with the current state-of-the-art demonstrating a clear improvement in various aspects of the switch’s performance.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.019
GPT teacher head0.241
Teacher spread0.222 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations43
Published2021
Admission routes2
Has abstractyes

Explore more

Same venueIEEE Transactions on Microwave Theory and TechniquesSame topicRadio Frequency Integrated Circuit DesignFrench-language works237,207