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Open Access
Millimeter-Wave Radio SLAM: 60 GHz Indoor Sensing Dataset
- Citation Author(s):
- Submitted by:
- Mikko Valkama
- Last updated:
- Mon, 04/29/2024 - 06:26
- DOI:
- 10.21227/xskh-dk87
- Data Format:
- Link to Paper:
- License:
- Categories:
- Keywords:
Abstract
This dataset contains results of the 60 GHz indoor sensing measurement campaign using a bistatic OFDM radar based on 5G-specified positioning reference signals (PRSs). The data can be used for testing end-to-end indoor millimeter-wave radio positioning as well as simultaneous localization and mapping (SLAM) algorithms, including channel parameter estimation. Beamformed PRS with dense angular sampling in transmission and reception allows efficient capture of line-of-sight (LoS) as well as multipath components. The dataset includes raw I/Q measurement data, as well as the estimated channel parameters, namely, angle of departure (AoD), angle of arrival (AoA), time of arrival (ToA), and power for different propagation paths using the algorithms described in [1]. The measurements were carried out at the Hervanta campus of Tampere University, Finland, and particularly the Kampusareena building (ground floor).
[1] E. Rastorgueva-Foi, O. Kaltiokallio, Y. Ge, M. Turunen, J. Talvitie, B. Tan, M. F. Keskin, H. Wymeersch, and M. Valkama, “Millimeter-wave Radio SLAM: End-to-End Processing Methods and Experimental Validation,” IEEE Journal on Selected Areas in Communications, 2024.
The complete data and corresponding supporting scripts are provided in the form of ZIP files.
Firstly, the raw I/Q data is available in six archives: TAU_raw_IQdata_1.zip to TAU_raw_IQdata_6.zip
Secondly, the extracted channel parameter estimates in the form of path-wise AoDs, AoAs, ToAs and powers are available in: TAU_postprocessed_measurements.zip
Thirdly, supportive scripts how to take the data into use in Matlab and how to illustrate or visualize the data are available in: TAU_sensing_scripts.zip
Further detailed descriptions of the underlying data and instructions how to use the data are all available in the attached PDF file entitled: Dataset_Description_and_Instructions.PDF
Dataset Files
- This archive provides the raw IQ data, measurement day 1, part 1/3 TAU_raw_IQdata_1.zip (20.04 GB)
- This archive provides the raw IQ data, measurement day 1, part 2/3 TAU_raw_IQdata_2.zip (17.18 GB)
- This archive provides the raw IQ data, measurement day 1, part 3/3 TAU_raw_IQdata_3.zip (17.18 GB)
- This archive provides the raw IQ data, measurement day 2, part 1/3 TAU_raw_IQdata_4.zip (25.76 GB)
- This archive provides the raw IQ data, measurement day 2, part 2/3 TAU_raw_IQdata_5.zip (25.76 GB)
- This archive provides the raw IQ data, measurement day 2, part 3/3 TAU_raw_IQdata_6.zip (22.90 GB)
- This archive provides the extracted channel parameter estimates in the form of path-wise AoDs, AoAs, ToAs and powers TAU_postprocessed_measurements.zip (47.69 kB)
- This archive provides supportive scripts how to take the data into use in Matlab and how to illustrate the data TAU_sensing_scripts.zip (3.73 MB)
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