Yunchou Xing’s research while affiliated with New York University and other places

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Publications (40)


Fig. 2: UMi directional CI PL models and scatter plot for V-V polarization at: (a) 6.75 GHz FR1(C); (b) 16.95 GHz FR3. [T-R separation: 40-880 m]
Urban Outdoor Propagation Measurements and Channel Models at 6.75 GHz FR1(C) and 16.95 GHz FR3 Upper Mid-Band Spectrum for 5G and 6G
  • Preprint
  • File available

October 2024

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131 Reads

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1 Citation

Dipankar Shakya

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Global allocations in the upper mid-band spectrum (4-24 GHz) necessitate a comprehensive exploration of the propagation behavior to meet the promise of coverage and capacity. This paper presents an extensive Urban Microcell (UMi) outdoor propagation measurement campaign at 6.75 GHz and 16.95 GHz conducted in Downtown Brooklyn, USA, using a 1 GHz bandwidth sliding correlation channel sounder over 40-880 m propagation distance, encompassing 6 Line of Sight (LOS) and 14 Non-Line of Sight (NLOS) locations. Analysis of the path loss (PL) reveals lower directional and omnidirectional PL exponents compared to mmWave and sub-THz frequencies in the UMi environment, using the close-in PL model with a 1 m reference distance. Additionally, a decreasing trend in root mean square (RMS) delay spread (DS) and angular spread (AS) with increasing frequency was observed. The NLOS RMS DS and RMS AS means are obtained consistently lower compared to 3GPP model predictions. Point data for all measured statistics at each TX-RX location are provided to supplement the models and results. The spatio-temporal statistics evaluated here offer valuable insights for the design of next-generation wireless systems and networks.

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Radio Propagation Measurements and Statistical Channel Models for Outdoor Urban Microcells in Open Squares and Streets at 142, 73, and 28 GHz

April 2024

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299 Reads

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19 Citations

IEEE Transactions on Antennas and Propagation

A comprehensive understanding of outdoor urban radio propagation at mmWave and sub-THz frequencies is crucial for enabling novel applications such as wireless cognition, precise position-location, and sensing. This paper summarizes extensive measurements and statistical analysis of outdoor radio propagation data collected in New York City between 2012 and 2021 to formulate a multi-band empirical 3-D statistical channel model (SCM) for outdoor urban open squares and streets. Path loss models and SCMs are derived from over 21000 power delay profiles (PDP) measured in Brooklyn and Manhattan. Analysis of multipath components in PDPs reveal underlying statistical distributions for wireless channel parameters, including number of time-clusters (TC), subpaths in TCs, delays and powers of TCs and subpaths, and spatial-cluster directions. Observations at 142 GHz suggest a sparse channel as subpaths in TCs are exponentially distributed with narrower spread spatial-clusters and higher Ricean K-factor, unlike uniform distributions at 28 and 73 GHz. The proposed SCMs at 142, 73, and 28 GHz extend the open-source NYUSIM channel simulator into sub-THz bands up to 150 GHz. The SCMs can aid in designing modems, antenna arrays, beamforming, and spatial multiplexing approaches, while providing an empirical baseline for propagation simulation and prediction tools, such as ray tracers.


Fig. 1: Measurements in factory A. The TX was set at 3 m, and the TX was set at 1.5 m. The ceiling height of the building is 25 m.
Fig. 2: TX and RX locations in Factory A. Six TX locations are denoted as stars, and 17 RX locations are denoted as circles, resulting in 27 TX-RX location pairs for channel measurements.
Fig. 8: TX and RX locations in Factory D. Three TX locations are denoted as stars, and nine RX locations are denoted as circles, resulting in 12 TX-RX location pairs for channel measurements. The short blue and red bars denote the PRS positions for high and low RXs, respectively.
Fig. 9: Directional path loss data and best fit CI path loss models (d 0 = 1 m) for V-V polarizations for 142 GHz InF channels from four factory sites.
Fig. 10: Directional path loss data and best fit CI and CIX path loss models (d 0 = 1 m) for V-H polarization for 142 GHz InF channels from four factory sites.
142 GHz Sub-Terahertz Radio Propagation Measurements and Channel Characterization in Factory Buildings

January 2023

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146 Reads

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23 Citations

IEEE Transactions on Wireless Communications

This paper presents sub-Terahertz (THz) channel characterization and modeling for an indoor industrial scenario based on radio propagation measurements at 142 GHz in four factories. We selected 82 transmitter-receiver (TX-RX) locations in both line-of-sight (LOS) and non-LOS (NLOS) conditions and collected over 75,000 spatial and temporal channel impulse responses. The TX-RX distance ranged from 5 to 87 m. Steerable directional horn antennas were employed at both ends and were switched between vertical and horizontal polarization. Measurements were conducted with the low RX and high RX to characterize the propagation channel for close-to-floor applications such as automated guided vehicles. Results show that the low RXs experience an average path loss increase of 10.7 dB and 6.0 dB at LOS and NLOS locations, respectively. In addition, channel enhancement measurements were conducted using a steerable large flat metal plate as a passive reflecting surface, demonstrating omnidirectional path loss reduction from 0.5 to 22 dB with a mean of 6.5 dB. This paper presents the first statistical channel characterization and path loss modeling at sub-THz frequencies, highlighting the potential for ultra-broadband factory communications in the 6G era.


A Power Efficiency Metric for Comparing Energy Consumption in Future Wireless Networks in the Millimeter-Wave and Terahertz Bands

December 2022

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27 Reads

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24 Citations

IEEE Wireless Communications

Future wireless cellular networks will utilize millimeter-wave and sub-THz frequencies and deploy small-cell base stations to achieve data rates on the order of hundreds of gigabits per second per user. The move to sub-THz frequencies will require attention to sustainability and reduction of power whenever possible to reduce the carbon footprint while maintaining adequate battery life for the massive number of resource-constrained devices to be deployed. This article analyzes power consumption of future wireless networks using a new metric, a figure of merit called the power waste factor ( W ), which shows promise for the study and development of “green G” - green technology for future wireless networks. Using W , power efficiency can be considered by quantifying the power wasted by all devices on a signal path in a cascade. We then show that the consumption efficiency factor (CEF), defined as the ratio of the maximum data rate achieved to the total power consumed, is a novel and powerful measure of power efficiency which shows that less energy per bit is expended as the cell size shrinks and carrier frequency and channel bandwidth increase. Our findings offer a standard approach to calculating and comparing power consumption and energy efficiency.





Sub-Terahertz Wireless Coverage Analysis at 142 GHz in Urban Microcell

March 2022

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330 Reads

Small-cell cellular base stations are going to be used for mmWave and sub-THz communication systems to provide multi-Gbps data rates and reliable coverage to mobile users. This paper analyzes the base station coverage of sub-THz communication systems and the system performance in terms of spectral efficiency through Monte Carlo simulations for both single-cell and multi-cell cases. The simulations are based on realistic channel models derived from outdoor field measurements at 142 GHz in urban microcell (UMi) environments conducted in downtown Brooklyn, New York. The single-cell base station can provide a downlink coverage area with a radius of 200 m and the 7-cell system can provide a downlink coverage area with a radius of 400 m at 142 GHz. Using a 1 GHz downlink bandwidth and 100 MHz uplink bandwidth, the 7-cell system can provide about 4.5 Gbps downlink average data rate and 410 Mbps uplink average data rate at 142 GHz.


Sub-Terahertz Channel Measurements and Characterization in a Factory Building

March 2022

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329 Reads

Sub-Terahertz (THz) frequencies between 100 GHz and 300 GHz are being considered as a key enabler for the sixth-generation (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 co-polarized 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.


Fig. 1: Outdoor UMi 28, 38, 73, and 142 GHz multi-band omnidirectional CIF path loss models with 1 m free space reference distance and without antenna gains [16], [20], [22], [23], [25], [29]. The f0 computed by (1) is 73 and 62 GHz for LOS and NLOS conditions, respectively (more NLOS locations were measured at lower frequencies).
Millimeter Wave and Terahertz Urban Microcell Propagation Measurements and Models

October 2021

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380 Reads

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111 Citations

IEEE Communications Letters

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.


Citations (22)


... The path loss measurements were calibrated beforehand at LoS in free space at a Tx-Rx separation distance greater than 5× the Fraunhoffer distance [15] which calculates to be about 0.5 m given that the largest dimension of the horns used is about 7 cm. This ensures that any group delays in the waveguides and cable losses are eliminated. ...

Reference:

Indoor Channel Propagation Measurements and Statistical Modeling for FR3 Mid-Band Spectrum at 12-18 GHz
Radio Propagation Measurements and Statistical Channel Models for Outdoor Urban Microcells in Open Squares and Streets at 142, 73, and 28 GHz

IEEE Transactions on Antennas and Propagation

... In the following subsection, we will review the progress of industrial scenario channels according to frequency bands. [9] mmWave 28 GHz Channel measurement Path loss, RMS DS, AS Antenna height [6] 28 GHz Ray-tracing-based simulation Path loss, LOS probability Environmental density [10] 28 GHz Channel measurement Path loss Transceiver distance, LOS and NLOS cases [11] 28 GHz Channel measurement Path loss, RMS DS, AS LOS and NLOS cases [12] 105 GHz Channel measurement PDP, RMS DS, temporal PDP correlation coefficient Time-varying channel [13] 142 GHz Channel measurement Path loss, RMS DS, AS Polarization characteristics [14] 142 GHz Channel measurement Path loss, RMS DS, AS Antenna transmission pattern, antenna height [15] 142 GHz Channel measurement A 3-D omnidirectional multipath channel model based on clusters LOS and NLOS cases [16] THz 220 GHz Channel measurement Path loss, RMS DS, AS, power delay angle profile Environmental density [17] 300 GHz Channel measurement Path gain, path loss, RMS DS, AS Scenario size [18] 304.2 GHz Channel measurement Path gain, PDP, RMS DS Time-invariant and time-variant settings, antenna height [19] 300.7 GHz Channel measurement Received power, PDP Penetration through glass, blockage by frame losses [20] VLC Ray-tracing-based simulation The channel frequency responses, channel direct current gain, RMS DS Comparison of visible light and infrared frequency bands [21] Ray-tracing-based simulation The channel frequency responses, channel direct current gain, RMS DS Various receiving positions [22] Ray-tracing-based simulation Path loss, RMS DS, AS Antenna height [23] Multiple bands 3-4 GHz and 38-40 GHz Channel measurement Channel gain coefficient, RMS DS, and Ricean K factor LOS and NLOS cases [24] 3.7 GHz and 28 GHz The Volcano ray-tracing channel simulation and channel measurement Channel gain, RMS DS, AS LOS and NLOS cases [25] 6.75 GHz, 74. 25 GHz, and 305.27 GHz Channel measurement Path loss, normalized power, DS LOS and NLOS cases [26] 28 GHz, 38 GHz, 132 GHz, and 220 GHz Channel measurement Path loss, RMS DS, AS, K factor Scenario size [27] With respect to the sub-6 GHz band, the existing channel research on the industrial scenario mainly concentrates on the path loss and root mean square (RMS) delay spread (DS), and the reference distance (CI) model is mainly used for path loss modeling. ...

142 GHz Sub-Terahertz Radio Propagation Measurements and Channel Characterization in Factory Buildings

IEEE Transactions on Wireless Communications

... This suggests a potentially more focused radiation pattern, making the antenna suitable for applications requiring extended coverage. Efficiency is also crucial in MIMO systems, directly impacting power consumption, data rate, and overall performance [24]. It measures how effectively the system converts input power into useful transmitted or received signal power. ...

A Power Efficiency Metric for Comparing Energy Consumption in Future Wireless Networks in the Millimeter-Wave and Terahertz Bands
  • Citing Article
  • December 2022

IEEE Wireless Communications

... We now evaluate the performance of the parametric channel estimation scheme (18) in terms of the normalized mean squared error (NMSE). To better reflect sub-THz channel performance, we adopt parameters consistent with existing studies: the path loss is set to β = 90 dB [4], the transmit power to p = −4 dBm [20], the uplink channel bandwidth B = 100 MHz [21] and the noise power spectral density to N 0 = −174 dBm/Hz [6]. The BS employs a UPA consisting of 64 × 32 elements, with an array aperture given by D = (N 2 V + N 2 H )δ = 0.107 m. ...

Sub-Terahertz Wireless Coverage Analysis at 142 GHz in Urban Microcell
  • Citing Conference Paper
  • May 2022

... Evaluate the system performance of a RIS-assisted cellular network through system-level simulations, such as the outdoor and indoor coverage and ergodic rate with different-sized RISs and under different frequency bands. [14] Present key propagation-related characteristics and optimal phase shift solutions of RISs and perform ray tracing simulations of RISs in indoor and outdoor scenarios at 28 GHz. [15] Use a commercial ray tracing tool, Wireless Insite [16], to capture the propagation characteristics of RISs, and formulate a non-convex optimization problem that minimizes the number of RISs under rate constraints. ...

Raytracing-Based System Performance of Intelligent Reflecting Surfaces at 28 GHz
  • Citing Conference Paper
  • May 2022

... Specifically, the tiny wavelength enables the collaboration of hundreds of antenna elements (AEs) on one array, constituting the framework of XL-MIMO, which is capable of combating the severe path loss in THz band with high array gain. Hence, the THz band is highly anticipated to fulfill the positioning accuracy demand with high signal quality and resolution, showing the potential of achieving subcentimeter-level accuracy in localization [15], [16], and offering unprecedented opportunities to achieve the extreme positioning requirements of future intelligent systems. ...

Millimeter Wave and Terahertz Urban Microcell Propagation Measurements and Models

IEEE Communications Letters

... Multiple-input multiple-output (MIMO) systems have been discussed extensively for THz communications for their ability to both enable beamforming gains to combat the high path losses and their potential to enable spatial multiplexing [2]- [6]. However, given the primarily LoS nature of the sub-THz and THz channels, (sub-)THz MIMO systems cannot rely on the multipath delay profile to enable spatial multiplexing in the same way that lower frequency MIMO systems can [7], [8]. Thus, determining methods to enable spatial multiplexing for MIMO systems is an important question. ...

Propagation Measurements and Path Loss Models for sub-THz in Urban Microcells
  • Citing Conference Paper
  • June 2021

... By considering the regenerative access architecture as baseline and prior works of [25]- [27], we focus on the Uplink (UL) case from a UE to the core network through a non-terrestrial node. Fig. 2 shows the block diagram of the baseband processing chain for each FS option from 8 to 6 and their involving functionalities. ...

High Altitude Platform Stations (HAPS): Architecture and System Performance
  • Citing Conference Paper
  • April 2021

... With the approved amendment of the IEEE802.15.3d to 802.15.3, this could be considered a first step into the development of 6G standards. 100 GHz-3 THz frequency bands are also promising bands for the 6G technology [6], [7]. Such high frequency bands yield high data rates in the order of terabit per second (Tb/s) [8]. ...

Terahertz Wireless Communications: Co-Sharing for Terrestrial and Satellite Systems Above 100 GHz

IEEE Communications Letters