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Record W6993036785

Multi-Frequency Mm-Wave Wireless Channel Measurements and Modelling for 5G Networks in Built-Environments

2022· other· en· W6993036785 on OpenAlexaboutno aff

Bibliographic record

VenueDurham e-Theses (Durham University) · 2022
Typeother
Languageen
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsPath lossChannel soundingChannel (broadcasting)Delay spreadWirelessBandwidth (computing)Power delay profileRadio propagationTransmission (telecommunications)Radio propagation model
DOInot available

Abstract

fetched live from OpenAlex

Millimeter-wave (Mm-Wave) wireless communication with a large transmission bandwidth is viewed as a key technology for the fifth generation (5G) wireless systems. The use of the mm-Wave band will considerably extend the channel capacity of indoor wireless communication networks. Therefore, indoor channel measurements and modeling at these frequency bands are essential for a good understanding of the radio propagation channel characteristics for the evaluation of future mm-Wave system performance and the design of 5G radio networks. This thesis addresses the channel sounding measurement, characterization, and modeling of mm-Wave channels in typical 5G Built-Environments (BEs) scenarios. Furthermore, a comprehensive summary of the radio wave propagation mechanisms, mm-Wave channel propagation characteristics, mm-Wave channel modeling approaches, channel measurement methods, channel measurement setups, and Durham University’s channel sounder is given. Extensive multi-frequency indoor mm-Wave channel measurements in multi-scenario are performed in the WaveComBE project at the science site campus of Durham University, UK. The key works and novelties of this thesis are summarized as follows: First, Omni-directional Multi-band Measurements and Modeling: indoor omni-directional multi-band measurements covering nine frequency bands within the 0.6-73 GHz range are described. The measurements were conducted with the research team at Durham University in various indoor environments, including meeting rooms and office room, using two state of art Durham University's channel sounders. Single-frequency path loss models and multi-frequency path loss models are thoroughly studied to investigate path loss coefficients for each measured band as well as a single set of coefficients across a wide range of measured bands for a frequency-dependent path loss model. The root mean square (RMS) delay spread (DS) values were estimated and presented across the measured frequency range. The frequency dependency of the delay spread based on a 3rd Generation Partnership Project (3GPP-like) model is also presented and discussed. These measurements data included two inputs to update the International Telecommunications Union-Radiocommunication (ITU-R P.1238-10). Second, Effect of Bandwidth on Mm-Wave Channel Characterization: wideband indoor channel measurements are conducted in three of the frequency bands (39 GHz, 60 GHz, and 70 GHz) identified by the World Radiocommunications Conference in 2019 (WRC-19) for 5G networks. The measurements were carried out in a seldom reported environment, such as a corridor-style set up with computer clusters and factory-like environments. The wideband channel parameters were measured and estimated with a bandwidth of 0.5, 1, 1.5, and 2 GHz for the first time. The impacts of the processing bandwidth on the mm-Wave channel characteristics are studied, including power delay profile (PDP), RMS delay spread, Rician K-factor, coherence bandwidth (B_c), and path loss (PL). Third, 3D Multi-band Mm-Wave Indoor Directional Channel Measurements: three-dimensional (3D) wideband multi-frequency directional measurements covering both azimuth and elevation domains, in factory, corridor, and computer laboratory environments are performed at four bands in the frequency range of 13 GHz to 73 GHz. The measurements were conducted using the same multi-band chirp-based channel sounder by employing the rotated directional antenna-based (RDA) method. Different propagation channel parameters were estimated and compared for different possible antenna alignments (angular orientations) between the transmitter (Tx) and the receiver (Rx) across the measured bands. Moreover, the effects of the antenna pattern (antenna directivity) on the mm-Wave channel propagation properties, such as the average power delay profile, RMS delay spread, and angular spread (AS), were investigated. Fourth, SISO, SIMO, and MIMO Indoor Directional Channel Measurements: wideband single-input single-output (SISO) and single-input multiple-output (SIMO) indoor directional measurements were conducted at the 60 GHz Wireless Gigabit Alliance (WiGig) in a meeting room, a classroom, a seminar room, an office room, and a computer laboratory. Furthermore, multiple-input multiple-output (MIMO) dual polarised measurements with 2 x 2 antenna configurations were carried out in an office room and a computer laboratory in the V-band (50-75 GHz). The measurements were performed using the multi-band chirp-based channel sounder by employing the RDA method. The channel parameters were measured and estimated for different possible antenna orientations. The impacts of polarization on the channel parameters, the frequency dependency of the delay spread based on the 3GPP model, and the delay spread model as well as the angular spread model as a function of the size of the environment based on the ITU model are thoroughly studied. Fifth, Mm-Wave Indoor Human Blockage Measurements and Modeling: real-time measurements and theoretical modelling are used to investigate the shadowing loss of the human body at multiple mm-Wave bands. Different kinds of human blockage (HB) measurements were conducted. The measurements were performed at four frequency bands in the range of 24 GHz to 73 GHz, in a corridor-style set up with computer clusters, where no recent HB measurements have been reported in such a scenario. Blockage models such as the Kirchhoff knife-edge diffraction (KED) model, METIS (mobile and wireless communications enablers for the twenty-twenty information society) KED model, and geometrical theory of diffraction (GTD) model were applied to simulate the human body shadowing (HBS) effects. In conclusion, this thesis has produced a large number of works on mm-Wave channel sounding measurements, channel parameter estimations, and channel modeling approaches. The results of this thesis will be valuable for the future mm-Wave communication systems design in indoor environments.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesMeta-epidemiology (narrow)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Simulation or modeling · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.575
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.002
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0040.002
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0010.001
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 head0.089
GPT teacher head0.230
Teacher spread0.140 · 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; both teacher heads agree on what is shown here.

Study designSimulation or modeling
Domainnot available
GenreOther

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".

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Citations0
Published2022
Admission routes1
Has abstractyes

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