4 datasets found
  1. ViC Dataset: IQ signal visualization for CBRS, SAS

    • kaggle.com
    zip
    Updated Oct 15, 2021
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    Hyelin Nam (2021). ViC Dataset: IQ signal visualization for CBRS, SAS [Dataset]. https://www.kaggle.com/hyelinnam/vic-dataset-iq-signal-visualization-for-cbrs
    Explore at:
    zip(3014659649 bytes)Available download formats
    Dataset updated
    Oct 15, 2021
    Authors
    Hyelin Nam
    Description

    Context

    ViC dataset is a collection for implementing a Dynamic Spectrum Access(DSA) system testbed in the CBRS band in the USA. This data is a DSA system which consists of a 2-tier user : Incident user: generating a chirp signal with a Radar system, Primary user: LTE-TDD signal with a CBSD base station system, and corresponds to signal waveforms in the band 3.55-3.56 GHz (Ch1), 3.56-3.57 GHz (Ch2) respectively. There are a total of 12 classes, excluding the assumption that two of the 16 cases are used by CBSD base stations, depending on the presence or absence of two users in two channels. The labels of each data have the following meanings :

    0000 (0) : All off 0001 (1) : Ch2 - Radar on 0010 (2) : Ch2 - LTE on 0011 (3) : Ch2 – LTE, Radar on 0100 (4) : Ch1 – Radar on 0101 (5) : Ch1 – Radar on / Ch2 – Radar on 0110 (6) : Ch1 – Radar on /Ch2 – LTE on 0111 (7) : Ch1 – Radar on / Ch2 – LTE, Radar on 1000 (8) : Ch1 – LTE on 1001 (9) : Ch1 – LTE on / Ch2 – Radar on (X) 1010 (10) : Ch1 – LTE on / Ch2 – LTE on (X) 1011 (11) : Ch1 – LTE on / Ch2 – LTE, Radar on 1100 (12) : Ch1 – LTE, Radar on 1101 (13) : Ch1 – LTE, Radar on / Ch2 – Radar on (X) 1110 (14) : Ch1 – LTE, Radar on / Ch2 – LTE on (X) 1111 (15) : Ch1 – LTE, Radar on / Ch2 – LTE, Radar on

    Content

    This dataset has a total of 7 types consisting of one raw dataset expressed in two extensions, 4 processed datasets processed in different ways, and a label. Except for one of the datasets, all are Python version of numpy files, and the other is a csv file.

    (Raw) The raw data is a IQ data generated from testbeds created by imitating the SAS system of CBRS in the United States. In the testbeds, the primary user was made using the LabView communication tool and the USRP antenna (Radar), and the secondary user was made by manufacturing the CBSD base station. This has both csv format and numpy format exist.

    (Processed) All of these data except one are normalized to values between 0 and 255 and consist of spectrogram, scalogram, and IQ data. The other one is a spectrogram dataset which is not normalized. They are measured between 250us. In the case of spectrograms and scalograms, the figure formed at 3.56 GHz to 3.57 GHz corresponds to channel 1, and at 3.55 GHz to 3.56 GHz corresponds to channel 2. Among them, signals transmitted from the CBSD base station are output in the form of LTE-TDD signals, and signals transmitted from the Radar system are output in the form of Chirp signals.

    (Label) All of the above five data share one label. This label has a numpy format.

  2. d

    Data from: The Dynamic Context of Teen Dating Violence in Adolescent...

    • catalog.data.gov
    • datasets.ai
    • +2more
    Updated Nov 14, 2025
    + more versions
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    National Institute of Justice (2025). The Dynamic Context of Teen Dating Violence in Adolescent Relationships, Baltimore, Maryland, 2014-2016 [Dataset]. https://catalog.data.gov/dataset/the-dynamic-context-of-teen-dating-violence-in-adolescent-relationships-baltimore-mar-2014-5664d
    Explore at:
    Dataset updated
    Nov 14, 2025
    Dataset provided by
    National Institute of Justice
    Area covered
    Baltimore, Maryland
    Description

    These data are part of NACJD's Fast Track Release and are distributed as they were received from the data depositor. The files have been zipped by NACJD for release, but not checked or processed except for the removal of direct identifiers. Users should refer to the accompanying readme file for a brief description of the files available with this collection and consult the investigator(s) if further information is needed. Teenage adolescent females residing in Baltimore, Maryland who were involved in a relationship with a history of violence were sought after to participate in this research study. Respondents were interviewed and then followed through daily diary entries for several months. The aim of the research was to understand the context regarding teen dating violence (TDV). Prior research on relationship context has not focused on minority populations; therefore, the focus of this project was urban, predominantly African American females. The available data in this collection includes three SAS (.sas7bdat) files and a single SAS formats file that contains variable and value label information for all three data files. The three data files are: final_baseline.sas7bdat (157 cases / 252 variables) final_partnergrid.sas7bdat (156 cases / 76 variables) hart_final_sas7bdata (7004 cases / 23 variables)

  3. J

    Data associated with: Study to Understand Fall Reduction and Vitamin D in...

    • archive.data.jhu.edu
    Updated May 28, 2025
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    Lawrence J. Appel; Erin D. Michos; Edgar R. Miller III (2025). Data associated with: Study to Understand Fall Reduction and Vitamin D in You (STURDY) randomized clinical trial [Dataset]. http://doi.org/10.7281/T1/PXEROL
    Explore at:
    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    May 28, 2025
    Dataset provided by
    Johns Hopkins Research Data Repository
    Authors
    Lawrence J. Appel; Erin D. Michos; Edgar R. Miller III
    License

    https://archive.data.jhu.edu/api/datasets/:persistentId/versions/1.1/customlicense?persistentId=doi:10.7281/T1/PXEROLhttps://archive.data.jhu.edu/api/datasets/:persistentId/versions/1.1/customlicense?persistentId=doi:10.7281/T1/PXEROL

    Dataset funded by
    Johns Hopkins Institute for Clinical and Translation Research
    National Institutes of Health
    Mid-Atlantic Nutrition Obesity Research Center
    Description

    This is the limited access database for the Study to Understand Fall Reduction and Vitamin D in You (STURDY) randomized response-adaptive clinical trial. The database includes baseline, treatment and post randomization data. This Database includes a set of files pertaining to the full study population (688 randomized participants plus screenees who were not randomized) and a set of files pertaining to the burn-in cohort (the 406 participants randomized prior to the first adjustment of the randomization probabilities). The Database also includes files that support the analyses included in the primary outcome paper published by the Annals of Internal Medicine (2021;174:(2):145-156). Each data file in the Database corresponds to a specific data collection form or type of data. This documentation notebook includes a SAS PROC CONTENTS listing for each SAS file and a copy of the relevant form if applicable. Each variable on each SAS data file has an associated SAS label. Several STURDY documents, including the final versions of the screening and trial consent statements, the Protocol, and the Manual of Procedures, are included with this documentation notebook to assist with understanding and navigation of STURDY data. Notes on analysis questions and issues are also included, as is a list of STURDY publications.

  4. V

    Dataset from An Open-label, Randomized, Crossover Study of Comparative...

    • data.niaid.nih.gov
    Updated Jul 7, 2025
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    AstraZeneca (2025). Dataset from An Open-label, Randomized, Crossover Study of Comparative Pharmacokinetics and Bioequivalence of Dapagliflozin + Metformin Modified Release Film-coated Tablets, 10 mg + 1000 mg (AstraZeneca AB, Sweden) Versus the Combined Use of Forxiga™ (Dapagliflozin), Film-coated Tablets, 10 mg (Bristol Myers Squibb Company, USA) and Two Glucophage® Long (Metformin), ER Tablets, 500 mg (Merck Santé S.A.S., France), Co-administered to Healthy Volunteers Under Standard Fed Conditions [Dataset]. http://doi.org/10.25934/00006176
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    Dataset updated
    Jul 7, 2025
    Authors
    AstraZeneca
    Area covered
    Russian Federation
    Variables measured
    Adverse Event, Pharmacokinetics, Area Under the Curve (AUC), Maximum Concentration (Cmax )
    Description

    The aim of this study is to demonstrate bioequivalence of fixed dose combination Dapagliflozin + Metformin modified -release, film-coated tablets, 10 mg + 1000 mg, (AstraZeneca AB, Sweden) versus Forxiga™ (Dapagliflozin), film-coated tablets, 10 mg (Bristol Myers Squibb Company, USA) and Glucophage® long (Metformin), ER tablets, 1000 mg (2 x 500 mg) (Merck Santé S.A.S., France) which are already registered in the Russian Federation.

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Hyelin Nam (2021). ViC Dataset: IQ signal visualization for CBRS, SAS [Dataset]. https://www.kaggle.com/hyelinnam/vic-dataset-iq-signal-visualization-for-cbrs
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ViC Dataset: IQ signal visualization for CBRS, SAS

IQ signal visualization for CBRS, SAS

Explore at:
zip(3014659649 bytes)Available download formats
Dataset updated
Oct 15, 2021
Authors
Hyelin Nam
Description

Context

ViC dataset is a collection for implementing a Dynamic Spectrum Access(DSA) system testbed in the CBRS band in the USA. This data is a DSA system which consists of a 2-tier user : Incident user: generating a chirp signal with a Radar system, Primary user: LTE-TDD signal with a CBSD base station system, and corresponds to signal waveforms in the band 3.55-3.56 GHz (Ch1), 3.56-3.57 GHz (Ch2) respectively. There are a total of 12 classes, excluding the assumption that two of the 16 cases are used by CBSD base stations, depending on the presence or absence of two users in two channels. The labels of each data have the following meanings :

0000 (0) : All off 0001 (1) : Ch2 - Radar on 0010 (2) : Ch2 - LTE on 0011 (3) : Ch2 – LTE, Radar on 0100 (4) : Ch1 – Radar on 0101 (5) : Ch1 – Radar on / Ch2 – Radar on 0110 (6) : Ch1 – Radar on /Ch2 – LTE on 0111 (7) : Ch1 – Radar on / Ch2 – LTE, Radar on 1000 (8) : Ch1 – LTE on 1001 (9) : Ch1 – LTE on / Ch2 – Radar on (X) 1010 (10) : Ch1 – LTE on / Ch2 – LTE on (X) 1011 (11) : Ch1 – LTE on / Ch2 – LTE, Radar on 1100 (12) : Ch1 – LTE, Radar on 1101 (13) : Ch1 – LTE, Radar on / Ch2 – Radar on (X) 1110 (14) : Ch1 – LTE, Radar on / Ch2 – LTE on (X) 1111 (15) : Ch1 – LTE, Radar on / Ch2 – LTE, Radar on

Content

This dataset has a total of 7 types consisting of one raw dataset expressed in two extensions, 4 processed datasets processed in different ways, and a label. Except for one of the datasets, all are Python version of numpy files, and the other is a csv file.

(Raw) The raw data is a IQ data generated from testbeds created by imitating the SAS system of CBRS in the United States. In the testbeds, the primary user was made using the LabView communication tool and the USRP antenna (Radar), and the secondary user was made by manufacturing the CBSD base station. This has both csv format and numpy format exist.

(Processed) All of these data except one are normalized to values between 0 and 255 and consist of spectrogram, scalogram, and IQ data. The other one is a spectrogram dataset which is not normalized. They are measured between 250us. In the case of spectrograms and scalograms, the figure formed at 3.56 GHz to 3.57 GHz corresponds to channel 1, and at 3.55 GHz to 3.56 GHz corresponds to channel 2. Among them, signals transmitted from the CBSD base station are output in the form of LTE-TDD signals, and signals transmitted from the Radar system are output in the form of Chirp signals.

(Label) All of the above five data share one label. This label has a numpy format.

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