Abstract—Millimeter-wave (mmWave) and Terahertz
(THz) will be used in the sixth-generation (6G) wireless
systems, especially for indoor scenarios. This paper presents
an indoor three-dimensional (3-D) statistical channel model
for mmWave and sub-THz frequencies, which is developed
from extensive channel propagation measurements conducted
in an office building at 28 GHz and 140 GHz in 2014
and 2019. Over 15,000 power delay profiles (PDPs) were
recorded to study channel statistics such as the number of
time clusters, cluster delays, and cluster powers. All the parameters
required in the channel generation procedure are
derived from empirical measurement data for 28 GHz and
140 GHz line-of-sight (LOS) and non-line-of-sight (NLOS)
scenarios. The channel model is validated by showing that
the simulated root mean square (RMS) delay spread and
RMS angular spread yield good agreements with measured
values. An indoor channel simulation software is built upon
the popular NYUSIM outdoor channel simulator, which
can generate realistic channel impulse response, PDP, and
power angular spectrum.
Index Terms—Millimeter-Wave; Terahertz; Indoor Office;
Channel Measurement; Channel Modeling; Channel
Simulation; 5G; 6G
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Sub-Terahertz Channel Measurements and Characterization in a Factory Building , pp. 1-6.
Sub-Terahertz (THz) frequencies between 100 GHz
and 300 GHz are being considered as a key enabler for the sixthgeneration
(6G) wireless communications due to the vast amounts
of unused spectrum. The 3rd Generation Partnership Project
(3GPP) included the indoor industrial environments as a scenario
of interest since Release 15. This paper presents recent sub-
THz channel measurements using directional horn antennas of
27 dBi gain at 142 GHz in a factory building, which hosts equipment
manufacturing startups. Directional measurements with copolarized
and cross-polarized antenna configurations were conducted
over distances from 6 to 40 meters. Omnidirectional and
directional path loss with two antenna polarization configurations
produce the gross cross-polarization discrimination (XPD) with
a mean of 27.7 dB, which suggests that dual-polarized antenna
arrays can provide good multiplexing gain for sub-THz wireless
systems. The measured power delay profile and power angular
spectrum show the maximum root mean square (RMS) delay
spread of 66.0 nanoseconds and the maximum RMS angular
spread of 103.7 degrees using a 30 dB threshold, indicating the
factory scenario is a rich-scattering environment due to a massive
number of metal structures and objects. This work will facilitate
emerging sub-THz applications such as super-resolution sensing
and positioning for future smart factories.
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- Award ID(s):
- 1909206
- NSF-PAR ID:
- 10384972
- Date Published:
- Journal Name:
- 2022 IEEE International Conference on Communications (ICC), May 2022
- Volume:
- May 2022
- Page Range / eLocation ID:
- 1-6
- Format(s):
- Medium: X
- Sponsoring Org:
- National Science Foundation
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null (Ed.)Millimeter-wave (mmWave) and Terahertz (THz) will be used in the sixth-generation (6G) wireless systems, especially for indoor scenarios. This paper presents an indoor three-dimensional (3-D) statistical channel model for mmWave and sub-THz frequencies, which is developed from extensive channel propagation measurements conducted in an office building at 28 GHz and 140 GHz in 2014 and 2019. Over 15,000 power delay profiles (PDPs) were recorded to study channel statistics such as the number of time clusters, cluster delays, and cluster powers. All the parameters required in the channel generation procedure are derived from empirical measurement data for 28 GHz and 140 GHz line-of-sight (LOS) and non-line-of-sight (NLOS) scenarios. The channel model is validated by showing that the simulated root mean square (RMS) delay spread and RMS angular spread yield good agreements with measured values. An indoor channel simulation software is built upon the popular NYUSIM outdoor channel simulator, which can generate realistic channel impulse response, PDP, and power angular spectrum.more » « less
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Abstract—Comparisons of outdoor Urban Microcell (UMi) large-scale path loss models, root mean square (RMS) delay spreads (DS), angular spreads (AS), and the number of spatial beams for extensive measurements performed at 28, 38, 73, and 142 GHz are presented in this letter. Measurement campaigns were conducted from 2011-2020 in downtown Austin, Texas, Manhattan (New York City), and Brooklyn, New York with communication ranges up to 930 m. Key similarities and differences in outdoor wireless channels are observed when comparing the channel statistics across a wide range of frequencies from millimeter-wave to sub-THz bands. Path loss exponents (PLEs) are remarkably similar over all measured frequencies, when referenced to the first meter free space path loss, and the RMS DS and AS decrease as frequency increases. The similar PLEs from millimeter-wave to THz frequencies imply that spacing between cellular base stations will not have to change as carrier frequencies increase towards THz, since wider bandwidth channels at sub-THz or THz carrier frequencies will cover similar distances because antenna gains increase quadratically with increasing frequency when the physical antenna area remain constant. Index Terms—5G; mmWave; 6G; THz; outdoor channel models; UMi; RMS delay and angular spread.more » « less
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Abstract—Sub-Terahertz frequencies (frequencies above 100 GHz) have the potential to satisfy the unprecedented demand on data rate on the order of hundreds of Gbps for sixth-generation (6G) wireless communications and beyond. Accurate beam tracking and rapid beam selection are increasingly important since antenna arrays with more elements generate narrower beams to compensate for additional path loss within the first meter of propagation distance at sub-THz frequencies. Realistic channel models for above 100 GHz are needed, and should include spatial consistency to model the spatial and temporal channel evolution along the user trajectory. This paper introduces recent outdoor urban microcell (UMi) propagation measurements at 142 GHz along a 39 m 12 m rectangular route (102 m long), where each consecutive and adjacent receiver location is 3 m apart from each other. The measured power delay profiles and angular power spectrum at each receiver location are used to study spatial autocorrelation properties of various channel parameters such as shadow fading, delay spread, and angular spread along the track. Compared to the correlation distances reported in the 3GPP TR 38.901 for frequencies below 100 GHz, the measured correlation distance of shadow fading at 142 GHz (3.8 m) is much shorter than the 10-13 m as specified in 3GPP; the measured correlation distances of delay spread and angular spread at 142 GHz (both 12 m) are comparable to the 7-10 m as specified in 3GPP. This result may guide the development of a statistical spatially consistent channel model for frequencies above 100 GHz in the UMi street canyon environment. Index Terms—Terahertz; Spatial Consistency; Channel Measurement; Channel Modeling; 140 GHz; 142 GHz; 5G; 6Gmore » « less
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Data files were used in support of the research paper titled "“Experimentation Framework for Wireless
Communication Systems under Jamming Scenarios" which has been submitted to the IET Cyber-Physical Systems: Theory & Applications journal.Authors: Marko Jacovic, Michael J. Liston, Vasil Pano, Geoffrey Mainland, Kapil R. Dandekar
Contact: krd26@drexel.edu---------------------------------------------------------------------------------------------
Top-level directories correspond to the case studies discussed in the paper. Each includes the sub-directories: logs, parsers, rayTracingEmulation, results.
--------------------------------
logs: - data logs collected from devices under test
- 'defenseInfrastucture' contains console output from a WARP 802.11 reference design network. Filename structure follows '*x*dB_*y*.txt' in which *x* is the reactive jamming power level and *y* is the jaming duration in samples (100k samples = 1 ms). 'noJammer.txt' does not include the jammer and is a base-line case. 'outMedian.txt' contains the median statistics for log files collected prior to the inclusion of the calculation in the processing script.
- 'uavCommunication' contains MGEN logs at each receiver for cases using omni-directional and RALA antennas with a 10 dB constant jammer and without the jammer. Omni-directional folder contains multiple repeated experiments to provide reliable results during each calculation window. RALA directories use s*N* folders in which *N* represents each antenna state.
- 'vehicularTechnologies' contains MGEN logs at the car receiver for different scenarios. 'rxNj_5rep.drc' does not consider jammers present, 'rx33J_5rep.drc' introduces the periodic jammer, in 'rx33jSched_5rep.drc' the device under test uses time scheduling around the periodic jammer, in 'rx33JSchedRandom_5rep.drc' the same modified time schedule is used with a random jammer.--------------------------------
parsers: - scripts used to collect or process the log files used in the study
- 'defenseInfrastructure' contains the 'xputFiveNodes.py' script which is used to control and log the throughput of a 5-node WARP 802.11 reference design network. Log files are manually inspected to generate results (end of log file provides a summary).
- 'uavCommunication' contains a 'readMe.txt' file which describes the parsing of the MGEN logs using TRPR. TRPR must be installed to run the scripts and directory locations must be updated.
- 'vehicularTechnologies' contains the 'mgenParser.py' script and supporting 'bfb.json' configuration file which also require TRPR to be installed and directories to be updated.--------------------------------
rayTracingEmulation: - 'wirelessInsiteImages': images of model used in Wireless Insite
- 'channelSummary.pdf': summary of channel statistics from ray-tracing study
- 'rawScenario': scenario files resulting from code base directly from ray-tracing output based on configuration defined by '*WI.json' file
- 'processedScenario': pre-processed scenario file to be used by DYSE channel emulator based on configuration defined by '*DYSE.json' file, applies fixed attenuation measured externally by spectrum analyzer and additional transmit power per node if desired
- DYSE scenario file format: time stamp (milli seconds), receiver ID, transmitter ID, main path gain (dB), main path phase (radians), main path delay (micro seconds), Doppler shift (Hz), multipath 1 gain (dB), multipath 1 phase (radians), multipath 1 delay relative to main path delay (micro seconds), multipath 2 gain (dB), multipath 2 phase (radians), multipath 2 delay relative to main path delay (micro seconds)
- 'nodeMapping.txt': mapping of Wireless Insite transceivers to DYSE channel emulator physical connections required
- 'uavCommunication' directory additionally includes 'antennaPattern' which contains the RALA pattern data for the omni-directional mode ('omni.csv') and directional state ('90.csv')--------------------------------
results: - contains performance results used in paper based on parsing of aforementioned log files
- Free Publicly Accessible Full Text
-
Accepted Manuscript1.0
- Conference Paper:
- The DOI is not currently available.
