The DOI matches its Crossref record; 152 of the 155 references it cites were found in a registry or an index.
Wireless Communications and Applications Above 100 GHz: Opportunities and Challenges for 6G and Beyond
Open accessAbstract
Frequencies from 100 GHz to 3 THz are promising bands for the next generation of wireless communication systems because of the wide swaths of unused and unexplored spectrum. These frequencies also offer the potential for revolutionary applications that will be made possible by new thinking, and advances in devices, circuits, software, signal processing, and systems. This paper describes many of the technical challenges and opportunities for wireless communication and sensing applications above 100 GHz, and presents a number of promising discoveries, novel approaches, and recent results that will aid in the development and implementation of the sixth generation (6G) of wireless networks, and beyond. This paper shows recent regulatory and standard body rulings that are anticipating wireless products and services above 100 GHz and illustrates the viability of wireless cognition, hyper-accurate position location, sensing, and imaging. This paper also presents approaches and results that show how long distance mobile communications will be supported to above 800 GHz since the antenna gains are able to overcome air-induced attenuation, and present methods that reduce the computational complexity and simplify the signal processing used in adaptive antenna arrays, by exploiting the Special Theory of Relativity to create a cone of silence in over-sampled antenna arrays that improve performance for digital phased array antennas. Also, new results that give insights into power efficient beam steering algorithms, and new propagation and partition loss models above 100 GHz are given, and promising imaging, array processing, and position location results are presented. The implementation of spatial consistency at THz frequencies, an important component of channel modeling that considers minute changes and correlations over space, is also discussed. This paper offers the first in-depth look at the vast applications of THz wireless products and applications and provides approaches for how to reduce power and increase performance across several problem domains, giving early evidence that THz techniques are compelling and available for future wireless communications.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“Bandwidth expansion from the millimetre-wave regime to the THz regime also causes uncertain biological impacts on humans and animals.”
From What should 6G be? (2020) · cites this paper as [26]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Wireless Communications: Principles and Practice
Rappaport, T. S. (1996) · Cited by 17,370
Self-citationMillimeter Wave Mobile Communications for 5G Cellular: It Will Work!
Rappaport, T. S., Sun, S. D., Mayzus, R., Zhao, H., Azar, Y., Wang, K., Wong, G. N., Schulz, J. K., Samimi, M. K., & Gutierrez, F. (2013) · IEEE Access · doi:10.1109/access.2013.2260813 · Cited by 7,368 · cited 9×
“For all mmWave frequencies where the urban cell sizes are on the order of 200 m, rain or snow attenuation can clearly be overcome with additional antenna gain (obtainable by switching in more antenna array elements) [2], [4], [6].”
BackgroundMethodInfluentialSelf-citationCutting-edge terahertz technology
Tonouchi, M. (2007) · Nature Photonics · doi:10.1038/nphoton.2007.3 · Cited by 6,332 · cited 2×
“tion [24], personal health monitoring systems [48], precision time/frequency transfer, and wireless synchronization [10], [22], [59].”
BackgroundSiegel, P. H. (2002) · IEEE Transactions on Microwave Theory and Techniques · doi:10.1109/22.989974 · Cited by 3,092
A Note on a Simple Transmission Formula
Friis, H. T. (1946) · Proceedings of the IRE · doi:10.1109/jrproc.1946.234568 · Cited by 2,370 · cited 1×
“The measured path loss at 140 GHz agrees with Friis FSPL equation [141].”
MethodHealth Risks from Exposure to Low Levels of Ionizing Radiation:: BEIR VII Phase 2
Earth, D. O. (2006) · CERN Document Server (European Organization for Nuclear Research) · Cited by 2,190
Understanding Delta‐Sigma Data Converters
Schreier, R., Pavan, S., & Temes, G. C. (2017) · Wiley eBooks · doi:10.1002/9781119258308 · Cited by 1,972
Terahertz band: Next frontier for wireless communications
Akyildiz, I. F., Jornet, J. M., & Han, C. Z. (2014) · Physical Communication · doi:10.1016/j.phycom.2014.01.006 · Cited by 1,667 · cited 5×
“tion [24], personal health monitoring systems [48], precision time/frequency transfer, and wireless synchronization [10], [22], [59].”
BackgroundInfluentialWireless sub-THz communication system with high data rate
Koenig, S., Lopez-Diaz, D., Antes, J., Boes, F., Henneberger, R., Leuther, A., Tessmann, A., Schmogrow, R., Hillerkuss, D., Palmer, R., et al. (2013) · Nature Photonics · doi:10.1038/nphoton.2013.275 · Cited by 1,587
Rappaport, T. S., Xing, Y., MacCartney, G. R., Molisch, A. F., Mellios, E., & Zhang, J. (2017) · IEEE Transactions on Antennas and Propagation · doi:10.1109/tap.2017.2734243 · Cited by 1,500 · cited 7×
“For all mmWave frequencies where the urban cell sizes are on the order of 200 m, rain or snow attenuation can clearly be overcome with additional antenna gain (obtainable by switching in more antenna array elements) [2], [4], [6].”
BackgroundInfluentialSelf-citation
Flagged first, then by citations
3 of the 155 references couldn’t be matched to a known paper.
Research works printed but not linked: 23
- 2016, 5G channel model for bands up to 100 GHz
- 2017, Technical Specification Group Radio Access Network Study on Channel Model for Frequencies From 0 5 to 100 GHz
- 2018, Notice of Proposed Rulemaking
- 2015, Millimetre Wave Transmission (mWT) Applications and Use Cases of Millimetre Wave Transmission
- wang, 2019, Power Amplifiers Performance Survey 2000-Present
- chappell, 2019, Briefing prepared for T-MUSIC Proposer’s Day
- navarro, 2017, Diffuse scattering implementation and verification in ray launching based tool at 5.4 GHz, Proc 32nd URSI GASS, 1
- kapilevich, 2007, Millimeter waves sensing behind walls—Feseability study with FEL radiation, Proc FEL, 2007, 1
- horn, 2018, Private Communications
- rappaport, 2019, 6G and beyond: Terahertz communications and sensing, 2019 Brooklyn 5G Summit Keynote
- 2019, Spectrum Horizons
- 2019, GPS Accuracy
- 10.1109/MCOM.2018.1700890 · DOI
- 2018, Technical Specification Group Radio Access Network Study on Scenarios and Requirements for Next Generation Access Technologies (Release 15)
- garg, 0, Enabling the next generation of mobile robotics using 5G wireless, IEEE Access
- 2019, mmWave Coalition’s NTIA Comments
- 2018, The Brooklyn 5G Summit
- 2005, Specific attenuation model for rain for use in prediction methods Propagation in non-ionized media
- 2016, Attenuation by atmospheric gases
- wang, 2017, N-port LNAs for mmW array processors using 2-D spatio-temporal $\Delta-\Sigma$ noise-shaping, Proc IEEE 60th Int Midwest Symp Circuit Syst (MWSCAS), 1473
- 1996, RE Guidelines for evaluating the environmental effects of radio frequency radiation
- nikoofard, 2017, Low-complexity N-port ADCs using 2-D $\Delta-\Sigma$ noise-shaping for N-element array receivers, Proc IEEE 60th Int Midwest Symp Circuits Syst (MWSCAS), 301
- wang, 2018, $\Delta-\Sigma$ noise-shaping in 3-D space–time for 2-D wideband antenna array receivers, Multidimensional Syst Signal Process, 1
Cited by
Sorted by citations
Items 201–300 of 1,002
Sub-Terahertz Channel Measurements and Characterization in a Factory Building
Ju, S., Xing, Y., Kanhere, O., & Rappaport, T. S. (2022) · International Conference on Communications · doi:10.1109/icc45855.2022.9838910 · Cited by 78
“To fulfill such demanding requirements, moving to the subTerahertz (THz) spectrum (100 – 300 GHz) is paramount due to the vast available bandwidth of tens of GHz [4].”
BackgroundInfluentialSelf-citationNon-Stationary Channel Estimation for Extremely Large-Scale MIMO
Chen, Y., & Dai, L. (2023) · IEEE Transactions on Wireless Communications · doi:10.1109/twc.2023.3343740 · Cited by 76
“With a much larger antenna number, the XL-MIMO embraces 10-fold increase in spectral effi-ciency [2].”
Beamforming Analysis and Design for Wideband THz Reconfigurable Intelligent Surface Communications
Yan, W., Hao, W., Huang, C., Sun, G., Muta, O., Gacanin, H., & Yuen, C. (2023) · IEEE Journal on Selected Areas in Communications · doi:10.1109/jsac.2023.3288235 · Cited by 75
“1-10 THz) with tens of GHz bandwidth are considered as one of the promising technologies for future 6G networks [1], [2], [3], [4].”
BackgroundImoize, A. L., Orolu, K. O., & Atayero, A. A. A. (2020) · Data in Brief · doi:10.1016/j.dib.2020.105304 · Cited by 75
Channel measurement and path loss modeling from 220 GHz to 330 GHz for 6G wireless communications
Tang, P., Zhang, J., Tian, H., Chang, Z., Men, J., Zhang, Y., Tian, L., Xia, L., Wang, Q., & He, J. (2021) · China Communications · doi:10.23919/jcc.2021.05.002 · Cited by 74
“A large number of spectrum resources make it possible to support applications that need a date rate of Tbps in 6G, such as chip to chip communication, server to server communication, short-range communication [19], wireless backhaul and fronthaul, and space communication [8, 20].”
BackgroundAlwarafy, A., Abdallah, M. M., Çiftler, B. S., Al‐Fuqaha, A., & Hamdi, M. (2022) · IEEE Open Journal of the Communications Society · doi:10.1109/ojcoms.2022.3153226 · Cited by 130
“modern wireless networks such as the mmWave and THz band systems [2], [3], [37], signal attenuation due to path and penetration losses must be accounted for during the power link budget analysis.”
BackgroundPattnaik, S. K., Samal, S. R., Bandopadhaya, S., Swain, K. P., Choudhury, S., Das, J. K., Mihovska, A., & Poulkov, V. K. (2022) · Sensors · doi:10.3390/s22093438 · Cited by 77
Ultrabroadband on-chip photonics for full-spectrum wireless communications
Tao, Z., Wang, H., Feng, H., Guo, Y., Shen, B., Sun, D., Tao, Y., Han, C., He, Y., Bowers, J. E., et al. (2025) · Nature · doi:10.1038/s41586-025-09451-8 · Cited by 73
“For example, high-frequency millimetre wave and sub-terahertz bands will provide further increased data speed and reduced latency, facilitating emerging data-intensive services such as extended reality (XR) and remote surgery 8 .”
Toward 6G Communication Networks: Terahertz Frequency Challenges and Open Research Issues
Alsharif, M. H., Albreem, M. A. M., Solyman, A., & Kim, S. (2021) · Computers, materials & continua/Computers, materials & continua (Print) · doi:10.32604/cmc.2021.013176 · Cited by 70
“3d [32] task force in 2017 for global Wi-Fi use at frequencies from 252– 325 GHz, creating the first worldwide wireless communications standard for the 250–350 GHz frequency range, with a nominal new physical layer (PHY) data rate of 100 Gbps and channel bandwidths from 2 to 70 GHz [7].”
BackgroundInfluentialTowards Real-World 6G Drone Communication: Position and Camera Aided Beam Prediction
Charan, G., Hredzak, A., Stoddard, C., Berrey, B., Seth, M., Nunez, H., & Alkhateeb, A. (2022) · Globecom · doi:10.1109/globecom48099.2022.10000718 · Cited by 70
“In order to satisfy the high data rate requirements of these novel applications, the drones will need to be equipped with mmWave/THz [2] transceivers and deploy large antenna arrays.”
BackgroundSelf-citationDovelos, K., Assimonis, S., Ngo, H. Q., Bellalta, B., & Matthaiou, M. (2021) · Research Portal (Queen's University Belfast) · doi:10.1109/iccworkshops50388.2021.9473890 · Cited by 69
“Terahertz (THz) communication is widely deemed a key enabler for future 6G wireless networks due to the abundance of available spectrum at THz bands [1].”
BackgroundWideband Precoding for RIS-Aided THz Communications
Su, R., Dai, L., & Ng, D. W. K. (2023) · IEEE Transactions on Communications · doi:10.1109/tcomm.2023.3263230 · Cited by 69
“on line-of-sight (LoS) paths [4], the data rate performance of THz communication is generally poor when there are no LoS paths.”
BackgroundPala, S., Katwe, M. V., Singh, K. K., Clerckx, B., & Li, C. (2023) · IEEE Transactions on Wireless Communications · doi:10.1109/twc.2023.3309028 · Cited by 69
“W ITH the advent of the fifth and sixth generation (5G/6G) eras, a plethora of radio-access network (RAN) applications, such as assisted living, extended reality (XR), autonomous driving systems, smart infrastructures, and others are rapidly evolving in terms of their system performance [1], [2].”
BackgroundMolaei, A. M., Zakeri, B. G., Andargoli, S. M. H., Abbasi, M. A. B., Fusco, V., & Yurduseven, O. (2024) · IEEE Access · doi:10.1109/access.2024.3398351 · Cited by 69
“However, this solution not only conflicts with today’s modern wireless communications [197], [198] but also adds the phase ambiguity problem to many algorithms presented in the mixed-field scenario.”
BackgroundDynamic Manipulation of THz Waves Enabled by Phase-Transition VO2 Thin Film
Lu, C., Lu, Q., Gao, M., & Lin, Y. (2021) · Nanomaterials · doi:10.3390/nano11010114 · Cited by 68
Venkatesh, S., Lu, X., Tang, B., & Sengupta, K. (2021) · Nature Electronics · doi:10.1038/s41928-021-00664-z · Cited by 68
Tunable broadband terahertz metamaterial absorber based on vanadium dioxide
Yang, G., Yan, F., Du, X., Li, T., Wang, W., Lv, Y., Zhou, H., & Hou, Y. (2022) · AIP Advances · doi:10.1063/5.0082295 · Cited by 68
Aqlan, B., Himdi, M., Coq, L. L., & Vettikalladi, H. (2020) · IEEE Access · doi:10.1109/access.2020.3003853 · Cited by 67
“All of these properties make the sub-THz spectrum ideal for sixth-generation (6G) wireless mobile communications [1].”
BackgroundA 3D Geometry-Based THz Channel Model for 6G Ultra Massive MIMO Systems
Yuan, Y., He, R., Ai, B., Ma, Z., Miao, Y., Niu, Y., Zhang, J., Chen, R., & Zhong, Z. D. (2022) · IEEE Transactions on Vehicular Technology · doi:10.1109/tvt.2022.3143500 · Cited by 67
RIS-Assisted Full-Duplex Relay Systems
Arzykulov, S., Nauryzbayev, G., Çelik, A., & Eltawil, A. M. (2022) · IEEE Systems Journal · doi:10.1109/jsyst.2022.3189850 · Cited by 67
“For this purpose, multiple-input multiple-output (MIMO) technology is employed to perform beamforming in order to obtain an array gain that overcomes the path-loss impact in an mmWave frequency range [5].”
MethodRIS-Aided Near-Field Localization Under Phase-Dependent Amplitude Variations
Ozturk, C., Keskin, M. F., Wymeersch, H., & Gezici, S. (2023) · IEEE Transactions on Wireless Communications · doi:10.1109/twc.2023.3235306 · Cited by 67
“First of all, the SNR-boosting provides accurate delay measurements when wideband signals are used [2], [26].”
BackgroundCoverage Analysis of Reconfigurable Intelligent Surface Assisted THz Wireless Systems
Boulogeorgos, A. A., & Alexiou, A. (2021) · IEEE Open Journal of Vehicular Technology · doi:10.1109/ojvt.2021.3051209 · Cited by 66
Chen, Y., Li, R., Han, C. Z., Sun, S. D., & Tao, M. (2023) · IEEE Transactions on Wireless Communications · doi:10.1109/twc.2023.3273221 · Cited by 66
“THz wireless communications have the capability to support Terabit-per-second high data rates, which are envisioned as a pillar candidate for 6G wireless networks [2], [3], [4].”
BackgroundTransition technologies towards 6G networks
Raddo, T. R., Rommel, S., Cimoli, B., Vagionas, C., Pérez‐Galacho, D., Pikasis, E., Grivas, E., Ntontin, K., Katsikis, M., Kritharidis, D. S., et al. (2021) · EURASIP Journal on Wireless Communications and Networking · doi:10.1186/s13638-021-01973-9 · Cited by 66
Target Localization using Bistatic and Multistatic Radar with 5G NR Waveform
Kanhere, O., Goyal, S., Beluri, M. C., & Rappaport, T. S. (2021) · IEEE Vehicular Technology Conference · doi:10.1109/vtc2021-spring51267.2021.9449071 · Cited by 64
“As the wireless industry moves towards frequencies above 90 GHz (and eventually Terahertz frequencies) in the future, spectrum spanning several Gigahertz will become available [1], [2].”
BackgroundSelf-citationNear-field wideband channel estimation for extremely large-scale MIMO
Cui, M., & Dai, L. (2023) · Science China Information Sciences · doi:10.1007/s11432-022-3654-y · Cited by 64
THz channel modeling: Consolidating the road to THz communications
Liu, S., Yu, X., Guo, R., Tang, Y., & Zhao, Z. (2021) · China Communications · doi:10.23919/jcc.2021.05.003 · Cited by 63
“Usually, rain attenuation must be taken into account when modeling a channel above 100 GHz in beyond (B5G) or 6G [98].”
BackgroundHexa-X The European 6G flagship project
Uusitalo, M. A., Ericson, M., Richerzhagen, B., Soykan, E. Ü., Rugeland, P., Fettweis, G. P., Sabella, D., Wikström, G., Boldi, M. R., Hamon, M., et al. (2021) · Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit) · doi:10.1109/eucnc/6gsummit51104.2021.9482430 · Cited by 63
“To address the 6G research challenges, the Hexa-X project will design, develop, and evaluate a wide range of technological enablers, illustrated in Figure 4 a) Radio performance including advances in radio access technologies towards Tbps and high resolution localization and sensing by exploring subTHz frequencies [7].”
Programmable VO2 metasurface for terahertz wave beam steering
Yang, D., Wang, W., Lv, E., Wang, H., Liu, B., Hou, Y., & Chen, J. (2022) · iScience · doi:10.1016/j.isci.2022.104824 · Cited by 63
“Terahertz (THz) wave, which is located between the infrared andmicrowave bands, has several unique characteristics such as extracting molecular spectral information, signal detection, and material characterization compared with mmWave bands (Ferguson and Zhang, 2002; Rappaport et al., 2019).”
Toward Resilient Network Slicing for Satellite–Terrestrial Edge Computing IoT
Esmat, H. H., Lorenzo, B., & Shi, W. (2023) · IEEE Internet of Things Journal · doi:10.1109/jiot.2023.3277466 · Cited by 63
“Besides, they provide secure communication with reduced eavesdrop-ping [144].”
BackgroundGenerative Diffusion Models for High Dimensional Channel Estimation
Zhou, X., Liang, L., Zhang, J., Jiang, P., Li, Y., & Jin, S. (2025) · IEEE Transactions on Wireless Communications · doi:10.1109/twc.2025.3549592 · Cited by 79
“This virtual channel representation is known to be compressible [33], especially for high-dimensional channels, such that the network parameters can be significantly diminished.”
Beamspace Direct Localization for Large-Scale Antenna Array Systems
Zhao, H., Zhang, N., & Shen, Y. (2020) · IEEE Transactions on Signal Processing · doi:10.1109/tsp.2020.2996155 · Cited by 61
“…angle of the line-of-sight (LOS) path, from the i th agent to the j th base station, is given by We consider multipath propagation environments [31]–[33] and assume that the agents have LOS paths to the base stations and signals satisfy the far-field electromagnetic wave condition that the…”
BackgroundTowards 6G: Paradigm of realistic terahertz channel modeling
Guan, K., Yi, H., He, D., Ai, B., & Zhong, Z. D. (2021) · China Communications · doi:10.23919/jcc.2021.05.001 · Cited by 61
“beyond 300 GHz, where there are huge continuous available spectrum resources [45, 46].”
BackgroundOpen-Source Multi-Access Edge Computing for 6G: Opportunities and Challenges
Zhao, L., Zhou, G., Zheng, G., Chih‐Lin, I., You, X., & Hanzo, L. (2021) · IEEE Access · doi:10.1109/access.2021.3130418 · Cited by 61
“With the continual growth of the mobile Internet tra ffi c, next-generation networks are expected to operate at rates up to Tbps and delays lower than 1ms [8]–[10].”
Background6G-Enabled Smart Agriculture: A Review and Prospect
Zhang, F., Zhang, Y., Lu, W.-D., Gao, Y., Gong, Y.-L., & Cao, J. (2022) · Electronics · doi:10.3390/electronics11182845 · Cited by 53
“From 2016 to 2021, mobile data traffic grew by seven times, while video traffic grew by three times in the same period [58].”
Photonic comb-rooted synthesis of ultra-stable terahertz frequencies
Shin, D.-C., Kim, B. S., Jang, H., Kim, Y., & Kim, S. (2023) · Nature Communications · doi:10.1038/s41467-023-36507-y · Cited by 61
Reconfigurable intelligent surface based hybrid precoding for THz communications
Lü, Y., Hao, M., & MacKenzie, R. (2022) · Intelligent and Converged Networks · doi:10.23919/icn.2022.0003 · Cited by 60
AI-Driven Collaborative Resource Allocation for Task Execution in 6G-Enabled Massive IoT
Lin, K., Li, Y., Zhang, Q., & Fortino, G. (2021) · IEEE Internet of Things Journal · doi:10.1109/jiot.2021.3051031 · Cited by 60
“Rappaport et al. [16] outlined wireless communication and sensing applications above 100 GHz, which aids in the development of 6G technology.”
BackgroundDeep Learning for THz Drones with Flying Intelligent Surfaces: Beam and Handoff Prediction
Abuzainab, N., Alrabeiah, M., Alkhateeb, A., & Sagduyu, Y. E. (2021) · IEEE International Conference on Communications workshops · doi:10.1109/iccworkshops50388.2021.9473804 · Cited by 60
“1 THz and 10 THz) [2], [3], THz communication is envisioned to meet the rate demands of next-generation wireless communication networks (in particular, 6G [4]) by pushing the rates from the Gigabits per second (Gbps) to the Terabits per second (Tbps).”
InfluentialSelf-citationA perspective on 6G: Requirement, technology, enablers, challenges and future road map
Ray, P. P. (2021) · Journal of Systems Architecture · doi:10.1016/j.sysarc.2021.102180 · Cited by 63
Saeidi, H., Venkatesh, S., Lu, X., & Sengupta, K. (2021) · IEEE Journal of Solid-State Circuits · doi:10.1109/jssc.2021.3115407 · Cited by 60
6G Communication Networks: Introduction, Vision, Challenges, and Future Directions
Meena, P., Pal, M. B., Jain, P. K., & Pamula, R. (2022) · Wireless Personal Communications · doi:10.1007/s11277-022-09590-5 · Cited by 62
“Most of the information comes through the sensory organs: the eyes, ears, nose, tongue, and skin [28, 72].”
BackgroundMetasurface-Aided Wireless Power Transfer and Energy Harvesting for Future Wireless Networks
Ojukwu, H., Seet, B., & Rehman, S. U. (2022) · IEEE Access · doi:10.1109/access.2022.3170106 · Cited by 60
“and Terahertz frequency bands where signals would experience high propagation loss [50].”
BackgroundLi, W., Yu, J., Zhu, B., Wang, F., Ding, J., Zhang, J., Zhu, M., Zhao, F., Xie, T., Wang, K., et al. (2023) · Journal of Lightwave Technology · doi:10.1109/jlt.2023.3329351 · Cited by 60
“This potential warrants further exploration [46], [47], [48], [49], [50], [51] , [52], [53], [54], [55], [56], [57], [58], [59], [60], [61], [62], [63], [64], [65], [66], [67], [68].”
6G for intelligent transportation systems: standards, technologies, and challenges
Jha, A. V., Appasani, B., Khan, M. S., Zeadally, S., & Katib, I. A. (2024) · Telecommunication Systems · doi:10.1007/s11235-024-01126-5 · Cited by 60
“Spectrum allocation, for instance, becomes a critical consideration because the introduction of 6G requires the identification and allocation of suitable frequency bands to accommodate its high data rates and massive connectivity [8].”
Andrews, J. G., Humphreys, T. E., & Ji, T. (2024) · IEEE BITS the Information Theory Magazine · doi:10.1109/mbits.2024.3504521 · Cited by 63
“The mmWave experience so far in 5G does not lend optimism to use of the THz bands—loosely meaning spectrum above 100 GHz [22]—for terrestrial cellular deployments in the near future.”
Channel Characterization and Capacity Analysis for THz Communication Enabled Smart Rail Mobility
Guan, K., He, D., Ai, B., Chen, Y., Han, C. Z., Peng, B., Zhong, Z. D., & Kürner, T. (2021) · IEEE Transactions on Vehicular Technology · doi:10.1109/tvt.2021.3071242 · Cited by 59
“where the available spectrum is massively abundant [7]–[9].”
BackgroundYan, L., Chen, Y., Han, C. Z., & Yuan, J. (2021) · IEEE Transactions on Communications · doi:10.1109/tcomm.2021.3138791 · Cited by 59
“With unprecedented multi-GHz bandwidth, the Terahertz (THz) band has drawn increasing attention to support 100+ Gbps wireless data rates [2].”
BackgroundA Computationally Efficient EK-PMBM Filter for Bistatic mmWave Radio SLAM
Ge, Y., Kaltiokallio, O., Kim, H., Jiang, F., Talvitie, J., Valkama, M., Svensson, L., Kim, S., & Wymeersch, H. (2022) · IEEE Journal on Selected Areas in Communications · doi:10.1109/jsac.2022.3155504 · Cited by 62
“The VA is the reflection of the BS with respect to the reflecting surface [35], [36]”
BackgroundBlockage Prediction Using Wireless Signatures: Deep Learning Enables Real-World Demonstration
Wu, S., Alrabeiah, M., Chakrabarti, C., & Alkhateeb, A. (2022) · IEEE Open Journal of the Communications Society · doi:10.1109/ojcoms.2022.3162591 · Cited by 59
Self-citationInterfacial topological photonics: broadband silicon waveguides for THz 6G communication and beyond
Tan, Y. J., Wang, W., Kumar, A., & Singh, R. (2022) · Optics Express · doi:10.1364/oe.468010 · Cited by 61
When Wireless Communications Meet Computer Vision in Beyond 5G
Nishio, T., Koda, Y., Park, J., Bennis, M., & Doppler, K. (2021) · IEEE Communications Standards Magazine · doi:10.1109/mcomstd.001.2000047 · Cited by 58
“[11] Describing the technical challenges and opportunities for wireless”
BackgroundSingle- Versus Multicarrier Terahertz-Band Communications: A Comparative Study
Tarboush, S., Sarieddeen, H., Alouini, M., & Al-Naffouri, T. Y. (2022) · IEEE Open Journal of the Communications Society · doi:10.1109/ojcoms.2022.3201038 · Cited by 58
“Furthermore, accurate localization, sensing, and imaging applications are promised in the THz band [7], [8].”
BackgroundFluid Antenna System—Part II: Research Opportunities
Wong, K., Tong, K., & Chae, C. (2023) · IEEE Communications Letters · doi:10.1109/lcomm.2023.3284318 · Cited by 58
“quantities of spectrum and capacity [11].”
Near-Field Beam Training Based on Deep Learning for Extremely Large-Scale MIMO
Jiang, G., & Qi, C. (2023) · IEEE Communications Letters · doi:10.1109/lcomm.2023.3289513 · Cited by 58
“F OR the sixth generation (6G) wireless communications, the extremely large-scale multiple-input multiple-output (XL-MIMO) with much more antennas than massive MIMO in the fifth generation (5G) wireless communications has been considered as a key enabling technology [1], [2].”
BackgroundDeep Unfolding Hybrid Beamforming Designs for THz Massive MIMO Systems
Nguyen, N. T., Ma, M., Lavi, O., Shlezinger, N., Eldar, Y. C., Swindlehurst, A. L., & Juntti, M. J. (2023) · IEEE Transactions on Signal Processing · doi:10.1109/tsp.2023.3322852 · Cited by 58
“To realize such rapid growth in data traffic and applications, wide-band terahertz (THz) massive multiple-input multiple-output (mMIMO) systems have emerged as key enablers for achieving substantial improvements in the system spectral and energy efficiency (SE/EE) [2].”
BackgroundZhang, S., Zhu, D., & Liu, Y. (2024) · Computer Networks · doi:10.1016/j.comnet.2024.110255 · Cited by 60
Cross Far- and Near-Field Wireless Communications in Terahertz Ultra-Large Antenna Array Systems
Han, C. Z., Chen, Y., Yan, L., Chen, Z., & Dai, L. (2024) · IEEE Wireless Communications · doi:10.1109/mwc.003.2300004 · Cited by 58
“1 to 10 THz and possesses abundant continuous bandwidth over tens of GHz, is regarded as a pillar technology to meet the terabits per second (Tbps) data rates for 6G communication systems [1].”
BackgroundComputer Vision Aided Beam Tracking in A Real-World Millimeter Wave Deployment
Jiang, S., & Alkhateeb, A. (2022) · IEEE Globecom Workshops (GC Wkshps) · doi:10.1109/gcwkshps56602.2022.10008648 · Cited by 57
“Therefore, the input to the encoder is {X[1], .”
BackgroundMethodInfluentialSelf-citationEvolution of wireless communication networks: from 1G to 6G and future perspective
Solyman, A., & Yahya, K. A. (2022) · International Journal of Power Electronics and Drive Systems/International Journal of Electrical and Computer Engineering · doi:10.11591/ijece.v12i4.pp3943-3950 · Cited by 57
Joint Communications and Sensing Hybrid Beamforming Design via Deep Unfolding
Nguyen, N. T., Nguyen, L. V., Shlezinger, N., Eldar, Y. C., Swindlehurst, A. L., & Juntti, M. J. (2024) · IEEE Journal of Selected Topics in Signal Processing · doi:10.1109/jstsp.2024.3463403 · Cited by 57
“Y. C. Eldar is with Faculty of Math and CS, Weizmann Institute of Science, Rehovot, Israel (email: yonina.eldar@weizmann.ac.il). been explored in this context [3], [4].”
BackgroundMitigating Quantization Lobes in mmWave Low-Bit Reconfigurable Reflective Surfaces
Kashyap, B. G., Theofanopoulos, P. C., Cui, Y., & Trichopoulos, G. C. (2020) · IEEE Open Journal of Antennas and Propagation · doi:10.1109/ojap.2020.3034049 · Cited by 57
“As such, numerous mmWave/THz applications have been developed in these frequencies, including wireless communications, radar imaging, remote sensing, and space exploration [1], [2], [3], [4], [5], [6].”
BackgroundSelf-citationMillimeter-Wave and Terahertz Fixed Wireless Link Budget Evaluation for Extreme Weather Conditions
Weng, Z.-K., Kanno, A., Dat, P. T., Inagaki, K., Tanabe, K., Sasaki, E., Kürner, T., Jung, B. K., & Kawanishi, T. (2021) · IEEE Access · doi:10.1109/access.2021.3132097 · Cited by 56
Xu, C., An, J., Bai, T., Xiang, L., Sugiura, S., Maunder, R. G., Yang, L., & Hanzo, L. (2022) · IEEE Transactions on Vehicular Technology · doi:10.1109/tvt.2022.3147859 · Cited by 57
“More details on these relationships can be found in [40], [52], [53].”
A Survey on Goal-Oriented Semantic Communication: Techniques, Challenges, and Future Directions
Getu, T. M., Kaddoum, G., & Bennis, M. (2024) · IEEE Access · doi:10.1109/access.2024.3381967 · Cited by 71
Haloui, D., Oufaska, K., Oudani, M., & Yassini, K. E. (2024) · Sustainability · doi:10.3390/su16093507 · Cited by 61
“With 5G New Radio (NR), the fifth generation of wireless communication systems, users can take advantage of extremely high transfer rates as well as dependable, low-latency services [153,154].”
BackgroundChannel Measurement and Analysis in an Indoor Corridor Scenario at 300 GHz
Li, Y., Wang, Y., Chen, Y., Yu, Z., & Han, C. Z. (2022) · International Conference on Communications · doi:10.1109/icc45855.2022.9839013 · Cited by 55
Making Sense of Meaning: A Survey on Metrics for Semantic and Goal-Oriented Communication
Getu, T. M., Kaddoum, G., & Bennis, M. (2023) · IEEE Access · doi:10.1109/access.2023.3269848 · Cited by 69
“[10], [11], [12], [13], [14], [15], [16], [17], [18], [19], [20], [21], [22], [23], [24], [25], [26] regarding the next generation of wireless communication systems – commonly known as the sixth-generation (6G).”
Ju, S., Shakya, D., Poddar, H., Xing, Y., Kanhere, O., & Rappaport, T. S. (2023) · IEEE Transactions on Wireless Communications · doi:10.1109/twc.2023.3337601 · Cited by 61
“…which offer wider bandwidths than conventional wireless systems, has proven promising due to their spectrum availability and millimeter-level wavelengths, enabling ultra-broadband communications and steerable pencil beams generated by large antenna arrays with a massive number of elements [1].”
BackgroundSelf-citationMaterial advancement in technological development for the 5G wireless communications
Hao, H., Hui, D., & Lau, D. (2020) · Nanotechnology Reviews · doi:10.1515/ntrev-2020-0054 · Cited by 55
“[182] Rappaport TS, Xing Y, Kanhere O, Ju S, Madanayake A,”
BackgroundReview of THz-based semiconductor assurance
True, J., Xi, C., Jessurun, N., Ahi, K., & Asadizanjani, N. (2021) · Optical Engineering · doi:10.1117/1.oe.60.6.060901 · Cited by 57
“(a) Most surfaces appear smooth at microwave frequencies (specular scattering), (b) same surfaces exhibit significant considerable roughness in optical spectrum (diffuse scattering), (c) in THz regime most building surfaces exhibit significant diffuse scattering and strong specular reflections.(90) Copyright © 2014 IE…”
BackgroundSimultaneously Transmitting and Reflecting Surface (STARS) for Terahertz Communications
Wang, Z., Mu, X., Xu, J., & Liu, Y. (2023) · IEEE Journal of Selected Topics in Signal Processing · doi:10.1109/jstsp.2023.3279621 · Cited by 54
“Then, the corresponding delay-q baseband channel h i,j,k [ q ] ∈ C 1 × N , ∀ k ∈ K χ , is given by [31], [32], [33] where Θ χ = diag ([ β χ, 1 e jϕ χ, 1 , . . . , β χ,M e jϕ χ,M ] T ) , ∀ χ ∈{ t, r } , denotes the transmission/reflection coefficient matrix of the STARS, a ( f, ψ, ϑ ) denotes the…”
LEO Satellite Constellation for Global-Scale Remote Sensing With On-Orbit Cloud AI Computing
Li, Y., Wang, M., Hwang, K., Li, Z., & Ji, T. (2023) · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · doi:10.1109/jstars.2023.3316298 · Cited by 54
“With the support of edge intelligence [24], space-air-ground-underwater communications [25], tera-hertz communications [26], etc., IoT becomes a more intelligent network to connect millions of heterogeneous devices.”
BackgroundA Survey on Blockchain for Dynamic Spectrum Sharing
Perera, L., Ranaweera, P. S., Kusaladharma, S., Wang, S., & Liyanage, M. (2024) · IEEE Open Journal of the Communications Society · doi:10.1109/ojcoms.2024.3376233 · Cited by 54
“The rigidity of static architectures hampers their ability to support applications with higher data rates and low latency requirements [3], [4].”
BackgroundThe Channel as a Traffic Sensor: Vehicle Detection and Classification Based on Radio Fingerprinting
Sliwa, B., Piatkowski, N., & Wietfeld, C. (2020) · IEEE Internet of Things Journal · doi:10.1109/jiot.2020.2983207 · Cited by 55
“They are robust against challenging weather conditions as the signal propagation in the considered frequency band is hardly impacted by rain and snowfall [53], [54].”
BackgroundYong, W. Y., Vosoogh, A., Bagheri, A., van de Ven, C., Hadaddi, A., & Glazunov, A. A. (2023) · IEEE Access · doi:10.1109/access.2023.3293739 · Cited by 53
“communication engineers [1], [2], there is a need to devise radio frequency front-end (RFFE) systems that perform well at these frequency bands by the microwave and antenna engineers.”
BackgroundPatil, A., Iyer, S., López, O. L. A., Pandya, R. J., Pai, K., Kalla, A., & Kallimani, R. (2024) · Computer Networks · doi:10.1016/j.comnet.2024.110697 · Cited by 61
Guo, X., Zhang, Z., Ren, Z., Li, D., Xu, C., Wang, L., Liu, W., Zhuge, Y., Zhou, G., & Lee, C. (2025) · Advanced Materials · doi:10.1002/adma.202510417 · Cited by 57
High Altitude Platform Stations (HAPS): Architecture and System Performance
Xing, Y., Hsieh, F., Ghosh, A., & Rappaport, T. S. (2021) · IEEE Vehicular Technology Conference · doi:10.1109/vtc2021-spring51267.2021.9448899 · Cited by 52
Self-citationAlimi, I. A., Patel, R. K., Muga, N. J., Pinto, A. N., Teixeira, A., & Monteiro, P. P. (2021) · Applied Sciences · doi:10.3390/app112110427 · Cited by 52
Zhang, R., Chen, G., Cheng, L., Guan, X., Wu, Q., Wu, W., & Zhang, R. (2025) · IEEE Transactions on Wireless Communications · doi:10.1109/twc.2025.3551144 · Cited by 52
“To accommodate these applications, extremely large-scale multiple-input multiple-output (XL-MIMO), as a direct evolution of massive MIMO, has been recognized as a potential solution for achieving ultra-high communication rate with a 10-fold increase in spectral efficiency [5], [6], [7].”
Integrated Solutions for Deployment of 6G Mobile Networks
Sizer, T., Samardžija, D., Viswanathan, H., Le, S. T., Bidkar, S., Dom, P., Harstead, E., & Pfeiffer, T. (2021) · Journal of Lightwave Technology · doi:10.1109/jlt.2021.3110436 · Cited by 52
Beam Training and Alignment for RIS-Assisted Millimeter-Wave Systems: State of the Art and Beyond
Wang, P., Fang, J., Zhang, W., Chen, Z., Li, H., & Zhang, W. (2022) · IEEE Wireless Communications · doi:10.1109/mwc.006.2100517 · Cited by 51
Li, H., Chen, J., Hou, D., Li, Z., Zhou, R., Chen, Z., Yan, P., & Hong, W. (2022) · IEEE Journal of Solid-State Circuits · doi:10.1109/jssc.2022.3188917 · Cited by 51
“For beyond fifth-generation or sixth-generation communication, data rate on the order of tens or even hundreds of gigabits per second (Gb/s) is required which is not feasible using currently known systems in the microwave or low mm-wave frequency band [17].”
MethodA Biomedical Perspective in Terahertz Nano-Communications—A Review
Yin, X., Baghai-Wadji, A. R., & Zhang, Y. (2022) · IEEE Sensors Journal · doi:10.1109/jsen.2022.3161013 · Cited by 51
“will strongly support the anti-interference of THz communications [22], [23].”
BackgroundDesign of D-Band Transformer-Based Gain-Boosting Class-AB Power Amplifiers in Silicon Technologies
Tang, X., Nguyen, J., Medra, A., Khalaf, K., Visweswaran, A., Debaillie, B., & Wambacq, P. (2020) · IEEE Transactions on Circuits and Systems I Regular Papers · doi:10.1109/tcsi.2020.2974197 · Cited by 51
“The D band is expected to be the first commercially used THz frequency band for future communication systems [4], [5].”
BackgroundGratingless integrated tunneling multiplexer for terahertz waves
Headland, D. J., Withayachumnankul, W., Fujita, M., & Nagatsuma, T. (2021) · Optica · doi:10.1364/optica.420715 · Cited by 51
Yi, C., Kim, D., Solanki, S., Kwon, J., Kim, M., Jeon, S., Ko, Y., & Lee, I. (2021) · IEEE Journal on Selected Areas in Communications · doi:10.1109/jsac.2021.3071849 · Cited by 51
“Nevertheless, to obtain the data rate of over 100 Gbps, it is required to achieve the spectral efficiency of at least 12 bps/Hz which is extremely difficult to realize in the mmWave band using the conventional transceiver architectures [4].”
BackgroundWideband Millimeter-Wave Beam Training with True-Time-Delay Array Architecture
Yan, H., Boljanovic, V., & Cabric, D. (2019) · Asilomar Conference on Signals, Systems and Computers (ACSSC) · doi:10.1109/ieeeconf44664.2019.9048885 · Cited by 50
“The challenge of overhead becomes more severe in the future mmW and sub-terahertz systems where the array size is expected to further increase due to carrier frequency increase [3].”
BackgroundWideband channel estimation for THz massive MIMO
Tan, J., & Dai, L. (2021) · China Communications · doi:10.23919/jcc.2021.05.005 · Cited by 50
“1 − 10 THz [1]), massive multiple-input multiple-output (MIMO), which can generate directional beams by a large-scale antenna array, is essential for THz communication[4].”
Liang, Y., Lu, C., Zhao, Y., & Sun, C. (2021) · IEEE Access · doi:10.1109/access.2021.3091802 · Cited by 50
Paul, B., Sertel, K., & Nahar, N. K. (2022) · IEEE Access · doi:10.1109/access.2022.3188992 · Cited by 50
Ghildiyal, Y., Singh, R., Alkhayyat, A. H., Gehlot, A., Malik, P. K., Sharma, R., Akram, S. V., & Alkwai, L. M. (2023) · Sustainable Energy Technologies and Assessments · doi:10.1016/j.seta.2023.103047 · Cited by 51
A Review of Wireless Positioning Techniques and Technologies: From Smart Sensors to 6G
Isaia, C., & Michaelides, M. P. (2023) · Signals · doi:10.3390/signals4010006 · Cited by 50
“The sensing applications include air quality monitoring, gesture recognition, explosives’ detection, and gas sensing, as well as centimeter-level positioning [134].”
BackgroundMethodInfluentialCross-Field Channel Estimation for Ultra Massive-MIMO THz Systems
Tarboush, S., Ali, A., & Al-Naffouri, T. Y. (2024) · IEEE Transactions on Wireless Communications · doi:10.1109/twc.2024.3352894 · Cited by 50
“The main contributions of this work are • Formulating and solving the cross-field channel estimation problem.”
BackgroundVision-Aided Dynamic Blockage Prediction for 6G Wireless Communication Networks
Charan, G., Alrabeiah, M., & Alkhateeb, A. (2021) · IEEE International Conference on Communications workshops · doi:10.1109/iccworkshops50388.2021.9473651 · Cited by 50
“Millimeter-wave (mmWave) and sub-terahertz communications are becoming the dominant directions for modern and future wireless networks [1], [2].”
BackgroundSelf-citationB5G and 6G: Next Generation Wireless Communications Technologies, Demand and Challenges
Kadir, E. A., Shubair, R. M., Rahim, S. K. A., Himdi, M., Kamarudin, M. R., & Rosa, S. L. (2021) · International Congress of Advanced Technology and Engineering (ICOTEN) · doi:10.1109/icoten52080.2021.9493470 · Cited by 49
Coexistence and Spectrum Sharing Above 100 GHz
Polese, M., Cantos-Roman, X., Singh, A., Marcus, M. J., Maccarone, T. J., Melodia, T., & Jornet, J. M. (2023) · Proceedings of the IEEE · doi:10.1109/jproc.2023.3286172 · Cited by 49
“Several early papers on 6G communication technologies have highlighted how the spectrum above 100 GHz could be a fundamental enabler of ultrahigh-capacity wireless networks [16], [27], [43].”
BackgroundLiDAR-Aided Mobile Blockage Prediction in Real-World Millimeter Wave Systems
Wu, S., Chakrabarti, C., & Alkhateeb, A. (2022) · IEEE Wireless Communications and Networking Conference · doi:10.1109/wcnc51071.2022.9771651 · Cited by 50
“Millimeter wave (mmWave) and sub-terahertz (sub-THz) communication systems have the potential of providing high data rates thanks to the large bandwidth available at these frequency bands [1], [2].”
BackgroundSelf-citationHuo, Y., Dong, X., & Ferdinand, N. S. (2022) · IEEE Internet of Things Journal · doi:10.1109/jiot.2022.3214471 · Cited by 49
“Moreover, in a report summarizing the channel measurements campaign by researchers from NYU [1], cross-polarization discrimination (XPD) and partition loss measurements at 28, 73, and 140 GHz for common indoor building materials.”
Background
Metadata
- Authors
- Rappaport, T. S., Xing, Y., Kanhere, O., Ju, S., Madanayake, A., Mandal, S., Alkhateeb, A., & Trichopoulos, G. C.
- Affiliations
- New York University (US)
- Florida International University (US)
- Case Western Reserve University (US)
- Arizona State University (US)
- ORCID
- Venue
- IEEE Access
- Published
- 2019
- Volume
- 7
- Pages
- 78729-78757
- ISSN
- 2169-3536 (ISSN-L)
- OpenAlex
- W2955897898
- Cited by
- 2,617
- References
- 155
- Citations by year
- 2026: 333 · 2025: 448 · 2024: 412 · 2023: 422 · 2022: 406 · 2021: 356 · 2020: 214 · 2019: 26
- FWCI
- 90.05
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- IEEE Access (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- National Science Foundation (1702967, 1731290, 1902283, 1711395, 1854798, 1730946)
- Topics
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Millimeter-Wave Propagation and Modeling
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Antenna Design and Analysis
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Terahertz technology and applications
- Keywords
- terahertz communication, 6G, wireless sensing, wireless imaging, position location, smart antennas, beam steering, propagation models, channel modeling, spatial consistency, power efficiency, spectrum regulation
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review