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Safe for Generations to Come: Considerations of Safety for Millimeter Waves in Wireless Communications
Open accessAbstract
With the increasing demand for higher data rates and more reliable service capabilities for wireless devices, wireless service providers are facing an unprecedented challenge to overcome a global bandwidth shortage. Early global activities on beyond fourth-generation (B4G) and fifth-generation (5G) wireless communication systems suggest that millimeter-wave (mmWave) frequencies are very promising for future wireless communication networks due to the massive amount of raw bandwidth and potential multigigabit-per-second (Gb/s) data rates [1]?[3]. Both industry and academia have begun the exploration of the untapped mmWave frequency spectrum for future broadband mobile communication networks. In April 2014, the Brooklyn 5G Summit [4], sponsored by Nokia and the New York University (NYU) WIRELESS research center, drew global attention to mmWave communications and channel modeling. In July 2014, the IEEE 802.11 next-generation 60-GHz study group was formed to increase the data rates to over 20 Gb/s in the unlicensed 60-GHz frequency band while maintaining backward compatibility with the emerging IEEE 802.11ad wireless local area network (WLAN) standard [5].
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“Previous reviews have reported studies investigating frequencies above 6 GHz that show effects although many of the reported effects occurred at levels greater than the ICNIRP guidelines [1, 8].”
From 5G mobile networks and health—a state-of-the-science review of the research into low-level RF fields above 6 GHz (2021) · cites this paper as [1]
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“SAR values much higher than the ICNIRP guidelines are certainly capable of producing significant temperature rise and are far beyond the levels expected for 5 G telecommunication devices [1].”
From 5G mobile networks and health—a state-of-the-science review of the research into low-level RF fields above 6 GHz (2021) · cites this paper as [1]
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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
Self-citationBarué, G. (2007) · Wiley eBooks · doi:10.1002/9780470290996 · Cited by 6,392
Gabriel, S., Lau, R.-W.-M., & Gabriel, C. (1996) · Physics in Medicine and Biology · doi:10.1088/0031-9155/41/11/002 · Cited by 4,487 · cited 1×
“However, these data have natural variability in the structure and composition of the biological tissues [55].”
Gabriel, S., Lau, R. W., & Gabriel, C. (1996) · Physics in Medicine and Biology · doi:10.1088/0031-9155/41/11/003 · Cited by 4,175 · cited 1×
“[54]–[56] and Gandhi and Riazi [57] presented complex permittivity of human skin for the mmWave band based on extrapolation of experimental data at microwave frequencies, and they developed models in terms of four-term Cole–Cole dispersion and single Debye dispersion, respectively.”
Analysis of Tissue and Arterial Blood Temperatures in the Resting Human Forearm
Pennes, H. H. (1998) · Journal of Applied Physiology · doi:10.1152/jappl.1998.85.1.5 · Cited by 3,988 · cited 2×
“[72] investigated the analytical solution of the bioheat equation in [73] [see (10) discussed subsequently] for a one-dimensional (1-D) three-layer human model using the Laplace transform.”
The dielectric properties of biological tissues: I. Literature survey
Gabriel, C., Gabriel, S., & Corthout, E. (1996) · Physics in Medicine and Biology · doi:10.1088/0031-9155/41/11/001 · Cited by 3,168 · cited 1×
“[54]–[56] and Gandhi and Riazi [57] presented complex permittivity of human skin for the mmWave band based on extrapolation of experimental data at microwave frequencies, and they developed models in terms of four-term Cole–Cole dispersion and single Debye dispersion, respectively.”
An introduction to millimeter-wave mobile broadband systems
Pi, Z., & Khan, F. (2011) · IEEE Communications Magazine · doi:10.1109/mcom.2011.5783993 · Cited by 2,643 · cited 2×
“Early global activities on beyond fourth-generation (B4G) and fifth-generation (5G) wireless communication systems suggest that millimeter-wave (mmWave) frequencies are very promising for future wireless communication networks due to the massive amount of raw bandwidth and potential multigigabit-per-second (Gb/s) data…”
Hyperthermia in combined treatment of cancer
Wust, P., Hildebrandt, B., Sreenivasa, G., Rau, B., Gellermann, J., Riess, H. B., FELIX, R., & Schlag, P. (2002) · The Lancet Oncology · doi:10.1016/s1470-2045(02)00818-5 · Cited by 2,002
Research works printed but not linked: 22
- 2014, Standards
- chiang, 2014, Rationale for setting EMF exposure standards
- 2014, Standards & Guidelines
- 2014, Establishment of exposure limits attention values and quality goals to protect the population against electric magnetic and electromagnetic fields generated at frequencies between 100 kHz and 300 GHz
- 0, EMF policy facts: Switzerland, Second Mobile Communications Seminar
- 2014, Ordinance relating to protection from non-ionising radiation
- 0, Evaluating compliance with FCC guidelines for human exposure to radiofrequency electromagnetic fields
- 2014, The Brooklyn 5G Summit
- 2014, Status of IEEE 802 11 HEW Study Group
- 1992, IEEE Standard for Safety Levels with Respect to Human Exposure to Radio Frequency Electromagetic Fields 3 kHz to 300 GHz
- 1986, Biological Effects and Exposure Criteria for Radiofrequency Electromagnetic Fields
- 2001, Evaluating compliance with FCC guidelines for human exposure to radiofrequency electromagnetic fields
- hasgall, 2014, IT'IS Database for Thermal and Electromagnetic Parameters of Biological Tissues
- andreuccetti, 1996, An Internet Resource for the Calculation of the Dielectric Properties of Body Tissues in the Frequency Range 10 Hz–100 GHz
- 2010, Particular Requirements for the Basic Safety and Essential Performance of Magnetic Resonance Equipment for Medical Diagnosis
- 2005, IEEE Standard for Safety Levels with Respect to Human Exposure to Radio Frequency Electromagetic Fields 3 kHz to 300 GHz
- khan, 0, Dual band and diverse radiation pattern antenna for power efficient and reliable on-body and off-body communications for healthcare applications, Proc IEEE Int Symp Antennas Propagation, 396
- 1998, Guidelines for limiting exposure to time-varying electric, magnetic, and electromagnetic fields (up to 300 GHz), Health Phys, 74, 494
- 1996, Guidelines for evaluating the environmental effects of radiofrequency radiation
- 2014, Wireless devices and health concerns
- 2014, Electromagnetic Fields and Public Health Mobile Phones
- lebedeva, 0, Application of low intensity millimeter waves in medicine, BEMS 17th Annual Meeting, 14
Cited by
Sorted by citations
Next generation 5G wireless networks: a comprehensive survey
Agiwal, M., Roy, A., & Saxena, N. (2016) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2016.2532458 · Cited by 3,444
“Nonionizing and thermal characteristic of mm-waves for safety concerns is analyzed in [66].”
BackgroundRappaport, T. S., Xing, Y., Kanhere, O., Ju, S., Madanayake, A., Mandal, S., Alkhateeb, A., & Trichopoulos, G. C. (2019) · IEEE Access · doi:10.1109/access.2019.2921522 · Cited by 2,617
“…includes ultraviolet, x-rays, galactic radiation, and gamma-rays, is dangerous since it is known to have sufficiently high particle energy to dislodge electrons and create free-radicals that can lead to cancer [11], [12] and is believed to be a major health risk for interplanetary travel [12], [13].”
BackgroundInfluentialSelf-citationModeling and Analyzing Millimeter Wave Cellular Systems
Andrews, J. G., Bai, T., Kulkarni, M. N., Alkhateeb, A., Gupta, A. K., & Heath, R. W. (2016) · IEEE Transactions on Communications · doi:10.1109/tcomm.2016.2618794 · Cited by 799
“The biological impact of mmWave radiation has also been further studied in [50] and [51].”
BackgroundMillimeter-Wave Massive MIMO Communication for Future Wireless Systems: A Survey
Busari, S. A., Huq, K. M. S., Mumtaz, S., Dai, L., & Rodríguez, J. (2017) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2017.2787460 · Cited by 763
“[212] concluded that both the eyes and the skin”
BackgroundHemadeh, I., Satyanarayana, K., El‐Hajjar, M., & Hanzo, L. (2017) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2017.2783541 · Cited by 715
Alsharif, M. H., Kelechi, A. H., Albreem, M. A. M., Chaudhry, S. A., Zia, M. S., & Kim, S. (2020) · Symmetry · doi:10.3390/sym12040676 · Cited by 361
“In other words, the magnitude of an ionizing photon’s energy levels is three times higher than that of the nonionizing photon [83,84].”
BackgroundSerghiou, D., Khalily, M., Brown, T., & Tafazolli, R. (2022) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2022.3205505 · Cited by 318
“THz radiation is generally considered as a form of non-ionizing radiation [206].”
BackgroundHong, W. (2017) · IEEE Microwave Magazine · doi:10.1109/mmm.2017.2740538 · Cited by 285
“(b) The attenuation of SAR in the skin for an incident PD of 10 mW/m(2) at 60 GHz [27].”
Dielectric Properties Characterization From 0.5 to 50 GHz of Breast Cancer Tissues
Martellosio, A., Bellomi, M., Pasian, M., Bozzi, M., Perregrini, L., Mazzanti, A., Svelto, F., Summers, P. E., Renne, G., & Preda, L. (2016) · IEEE Transactions on Microwave Theory and Techniques · doi:10.1109/tmtt.2016.2631162 · Cited by 261
Terahertz Communication for Vehicular Networks
(2017) · IEEE Transactions on Vehicular Technology · doi:10.1109/tvt.2017.2712878 · Cited by 261
Propagation Measurement System and Approach at 140 GHz-Moving to 6G and Above 100 GHz
Xing, Y., & Rappaport, T. S. (2018) · Globecom · doi:10.1109/glocom.2018.8647921 · Cited by 252
“Work in [23], [24] summarized potential biological effects of nonionizing mmWave radiation on the human body and showed that even the eyes and skin, where these tissues would receive the most intense heat from radiation, would not suffer damage from mmWave in the far field.”
BackgroundSelf-citation5 G wireless telecommunications expansion: Public health and environmental implications
Russell, C. L. (2018) · Environmental Research · doi:10.1016/j.envres.2018.01.016 · Cited by 213
“In another IEEE publication looking at MMW health effects, Wu et al. (2015b) support current standards of safety based on heat but point out that the MMW research on biological effects is sparse relative to that of longer microwave frequencies.”
BackgroundInfluentialThe human body and millimeter-wave wireless communication systems: Interactions and implications
Wu, T., Rappaport, T. S., & Collins, C. M. (2015) · International Conference on Communications · doi:10.1109/icc.2015.7248688 · Cited by 190
Self-citationGao, Y., Wang, Y., Yue, T., & Wang, M. (2022) · Composites Part B Engineering · doi:10.1016/j.compositesb.2022.110402 · Cited by 162
Multi-Resident Non-Contact Vital Sign Monitoring Using Radar: A Review
Singh, A., Rehman, S. U., Yongchareon, S., & Chong, P. H. J. (2020) · IEEE Sensors Journal · doi:10.1109/jsen.2020.3036039 · Cited by 157
“The temperature changes in the range of 1◦c in the skin are considered safe [41].”
BackgroundInfluentialKaripidis, K., Mate, R., Urban, D., Tinker, R., & Wood, A. (2021) · Journal of Exposure Science & Environmental Epidemiology · doi:10.1038/s41370-021-00297-6 · Cited by 170
Middleware technologies for cloud of things: a survey
Farahzadi, A., Shams, P., Rezazadeh, J., & Farahbakhsh, R. (2017) · Digital Communications and Networks · doi:10.1016/j.dcan.2017.04.005 · Cited by 148
“For example, authors in [43] investigated millimeter-waves frequencies side effects and threats on humans body.”
BackgroundExposure to RF EMF From Array Antennas in 5G Mobile Communication Equipment
Thors, B., Colombi, D., Ying, Z., Bolin, T., & Törnevik, C. (2016) · IEEE Access · doi:10.1109/access.2016.2601145 · Cited by 128
“A literature review of what is required to ensure safety of emerging 5G technologies with respect to RF EMF exposure was presented in [12].”
BackgroundPlanning 5G Networks Under EMF Constraints: State of the Art and Vision
Chiaraviglio, L., Cacciapuoti, A. S., Martino, G. D., Fiore, M., Montesano, M., Trucchi, D., & Bléfari-Melazzi, N. (2018) · IEEE Access · doi:10.1109/access.2018.2868347 · Cited by 120
“[34] review our current understanding of the potential biological effects of non-ionizing millimeterwave (mmWave) radiation on the human body.”
BackgroundOn the Feasibility of Breast Cancer Imaging Systems at Millimeter-Waves Frequencies
Meo, S. D., Svelto, F., Summers, P. E., Renne, G., Preda, L., Bellomi, M., Espín, P., Martellosio, A., Pasian, M., Matrone, G. C., et al. (2017) · IEEE Transactions on Microwave Theory and Techniques · doi:10.1109/tmtt.2017.2672938 · Cited by 116
“in the tissue at mm-wave frequencies is demonstrated [25].”
BackgroundKainz, W., Neufeld, E., Bolch, W. E., Graff, C. G., Kim, C. H., Kuster, N., Lloyd, B., Morrison, T., Segars, P., Yeom, Y. S., et al. (2019) · IEEE Transactions on Radiation and Plasma Medical Sciences · doi:10.1109/trpms.2018.2883437 · Cited by 109
Tissue models for RF exposure evaluation at frequencies above 6 GHz
Ziskin, M. C., Alekseev, S. I., Foster, K. R., & Balzano, Q. (2018) · Bioelectromagnetics · doi:10.1002/bem.22110 · Cited by 109
“Although the transmission of energy into the skin may be increased or decreased by the presence of clothing, the attenuation of millimeter waves by most garment materials is negligible [Wu et al., 2015].”
BackgroundZada, M., Shah, I. A., & Yoo, H. (2021) · IEEE Access · doi:10.1109/access.2021.3051066 · Cited by 107
“To prevent tissue heating at higher frequencies (>10 GHz), PD is currently preferred because of the difficulty in determining a reasonable averaging volume for SAR estimation at very low penetration depth [35].”
BackgroundJamshed, M. A., Héliot, F., & Brown, T. (2019) · IEEE Journal of Electromagnetics RF and Microwaves in Medicine and Biology · doi:10.1109/jerm.2019.2917766 · Cited by 105
“caused by the absorption of EM mmWave energy by tissues, cells, and biological fluids [46], [47].”
BackgroundShakya, D., Ying, M., Rappaport, T. S., Poddar, H., Ma, P., Wang, Y., & Al-Wazani, I. (2024) · IEEE Open Journal of the Communications Society · doi:10.1109/ojcoms.2024.3431686 · Cited by 96
“As was reported in [50], the mmWave spectrum is more than four orders of magnitude below ionizing radiation, and thus FR1(C) and FR3 frequencies are more than five orders of magnitude below the ionizing frequency range.”
BackgroundSelf-citationWearable Communications in 5G: Challenges and Enabling Technologies
Sun, H., Zhang, Z., Hu, R. Q., & Qian, Y. (2018) · IEEE Vehicular Technology Magazine · doi:10.1109/mvt.2018.2810317 · Cited by 93
“Therefore, temperature elevation of a direct contact area is proposed as the appropriate metric for mmWave RF exposure in [4].”
BackgroundSixty Years of Coherent Versus Non-Coherent Tradeoffs and the Road From 5G to Wireless Futures
Xu, C., Ishikawa, N., Rajashekar, R., Sugiura, S., Maunder, R. G., Wang, Z., Yang, L., & Hanzo, L. (2019) · IEEE Access · doi:10.1109/access.2019.2957706 · Cited by 92
“Beyond the visible light frequency of 800 THz, harmful ionizing radiation is generally encountered in the Ultraviolet, X-ray and Gamma ray bands, if the photon energy exceeds the 12 eV threshold, beyond which electrons are removed from atoms/molecules [58], [289].”
BackgroundA Novel Compact, Broadband, High Gain Millimeter-Wave Antenna for 5G Beam Steering Applications
Ozpinar, H., Akşimşek, S., & Tokan, N. T. (2020) · IEEE Transactions on Vehicular Technology · doi:10.1109/tvt.2020.2966009 · Cited by 86
Millimeter Wave Networked Wearables in Dense Indoor Environments
Venugopal, K., & Heath, R. W. (2016) · IEEE Access · doi:10.1109/access.2016.2542478 · Cited by 85
“Temperature elevation measurements are yet another way to evaluate compliance on mmWave devices [16], [17].”
BackgroundLi, K., Sasaki, K., Watanabe, S., & Shirai, H. (2019) · Physics in Medicine and Biology · doi:10.1088/1361-6560/ab057a · Cited by 75
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
“Recent works in [47,48] provide a first step in this direction.”
BackgroundInvestigation of wireless power transfer applications with a focus on renewable energy
Chhawchharia, S., Sahoo, S. K., Balamurugan, M., Sukchai, S., & Yanine, F. F. (2018) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2018.04.101 · Cited by 66
Wang, H., Xu, B., Gustafsson, M., Ying, Z., & He, S. (2017) · IEEE Access · doi:10.1109/access.2017.2776145 · Cited by 63
“, less than 2 mm at 15 GHz and less than 1 mm at 30 GHz) and the correlation between SAR and 1T becomes weak [28].”
BackgroundInfluentialSafe and secure wireless power transfer networks: challenges and opportunities in RF-based systems
Liu, Q., Yıldırım, K. S., Pawełczak, P., & Warnier, M. (2016) · IEEE Communications Magazine · doi:10.1109/mcom.2016.7565191 · Cited by 62
The human skin as a sub-THz receiver – Does 5G pose a danger to it or not?
Betzalel, N., Ishai, P. B., & Feldman, Y. D. (2018) · Environmental Research · doi:10.1016/j.envres.2018.01.032 · Cited by 62
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
“The energy level in ionizing photons is three times more than non-ionizing photons [89].”
BackgroundRadio resource management: approaches and implementations from 4G to 5G and beyond
Akhtar, T., Tselios, C., & Politis, I. (2020) · Wireless Networks · doi:10.1007/s11276-020-02479-w · Cited by 59
“The scrutiny of mm-wave frequencies on the ground of biological safety is also a significant concern [226].”
BackgroundDiao, Y., Rashed, E. A., & Hirata, A. (2020) · Physics in Medicine and Biology · doi:10.1088/1361-6560/abbdb7 · Cited by 56
“Dosimetric studies for frequencies above 6 GHz have been conducted for both near- and far-field exposure scenarios (Alekseev et al 2008, Kanezaki et al 2010, Wu et al 2015, Sasaki et al 2017, Xu et al 2017, He et al 2018, Colombi et al 2018, Li et al 2019).”
BackgroundRadiation Performance Analysis of 28 GHz Antennas Integrated in 5G Mobile Terminal Housing
Xu, B., Ying, Z., Scialacqua, L., Scannavini, A., Foged, L. J., Bolin, T., Zhao, K., He, S., & Gustafsson, M. (2018) · IEEE Access · doi:10.1109/access.2018.2867719 · Cited by 55
“The energy penetration depth of tissue is less than 2mm at 15GHz and less than 1mm at 30GHz [64].”
BackgroundPublic Safety Communications above 6 GHz: Challenges and Opportunities
Mezzavilla, M., Polese, M., Zanella, A., Dhananjay, A., Rangan, S., Kessler, C., Rappaport, T. S., & Zorzi, M. (2017) · IEEE Access · doi:10.1109/access.2017.2762471 · Cited by 54
Self-citationMillimeter-wave ink-jet printed RF energy harvester for next generation flexible electronics
Bito, J., Palazzi, V., Hester, J. G. D., Bahr, R. A., Alimenti, F., Mezzanotte, P., Roselli, L., & Tentzeris, M. M. (2017) · IEEE Wireless Power Transfer Conference · doi:10.1109/wpt.2017.7953871 · Cited by 54
“Yet, printed flexible mm-wave systems still remain largely absent, despite their potential for spatially-multiplexed long-range sensing, or highly-directed wireless power delivery, in addition to their relatively limited health hazard (apart from adverse low-depth heating effects at extremely high power densities) [3].”
Patil, 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
Data Detection in Single User Massive MIMO Using Re-Transmissions
Vasudevan, K., Madhu, K., & Singh, S. (2019) · The Open Signal Processing Journal · doi:10.2174/1876825301906010015 · Cited by 49
Skin Temperature Elevation for Incident Power Densities From Dipole Arrays at 28 Ghz
Nakae, T., Funahashi, D., Higashiyama, J., Onishi, T., & Hirata, A. (2020) · IEEE Access · doi:10.1109/access.2020.2970219 · Cited by 49
“In 5G transmission system development, a key factor is human safety [3]–[12].”
BackgroundNon-intrusive Human Vital Sign Detection Using mmWave Sensing Technologies: A Review
Wu, Y., Ni, H., Mao, C., Han, J., & Xu, W. (2023) · ACM Transactions on Sensor Networks · doi:10.1145/3627161 · Cited by 51
“2 meV, far short of the 12 eV required to break molecular bonds[117].”
BackgroundIntroduction to mmWave massive MIMO
Mumtaz, S., Rodrı́guez, J., & Dai, L. (2016) · Elsevier eBooks · doi:10.1016/b978-0-12-804418-6.00001-7 · Cited by 47
Morelli, M. S., Gallucci, S., Siervo, B., & Hartwig, V. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18031073 · Cited by 44
“This becomes important for some human tissues which are particularly vulnerable to electromagnetic radiation-induced heating: for example, the eyes that, in addition to be located on the body surface, are less perfused to blood so they cannot properly redistribute the generated heat [6].”
Influential5G and wireless body area networks
Jones, R. W., & Katzis, K. (2018) · IEEE Wireless Communications and Networking Conference Workshops (WCNCW) · doi:10.1109/wcncw.2018.8369035 · Cited by 42
Glucose Levels Detection Using mm-Wave Radar
Omer, A. E., Shaker, G. S. A., Safavi‐Naeini, S., Murray, K. R., & Hughson, R. L. (2018) · IEEE Sensors Letters · doi:10.1109/lsens.2018.2865165 · Cited by 42
“The study in [2] shows that these waves can penetrate about 0.”
BackgroundLi, K., Diao, Y., Sasaki, K., Prokop, A., Poljak, D., Dorić, V., Xi, J., Kodera, S., Hirata, A., & Hajj, W. E. (2021) · IEEE Access · doi:10.1109/access.2021.3126738 · Cited by 41
“Some recent studies have investigated these two IPD definitions by [19]−[26], including oblique incidence for near-field [27][28] and plane-wave exposure conditions [29]−[32].”
BackgroundInvestigations on SAR and Thermal Effects of a Body Wearable Microstrip Antenna
Karthik, V., & Rao, T. R. (2017) · Wireless Personal Communications · doi:10.1007/s11277-017-4059-9 · Cited by 40
Leduc, C., & Zhadobov, M. (2017) · IEEE Transactions on Antennas and Propagation · doi:10.1109/tap.2017.2700879 · Cited by 40
Pall, M. L. (2021) · Reviews on Environmental Health · doi:10.1515/reveh-2020-0165 · Cited by 39
Recent Advancements in User Effect Mitigation for Mobile Terminal Antennas: A Review
Khan, R., Al‐Hadi, A. A., & Soh, P. J. (2018) · IEEE Transactions on Electromagnetic Compatibility · doi:10.1109/temc.2018.2791418 · Cited by 38
“To study mmW propagation characteristic, the dielectric property of the human skin has to be determined very accurately [41], [42].”
BackgroundBhatt, C. R., Henderson, S. I., Brzozek, C., & Benke, G. (2022) · Physical and Engineering Sciences in Medicine · doi:10.1007/s13246-022-01146-y · Cited by 38
“Currently the fifth generation (5G) New Radio (NR) infrastructure utilises frequencies below 6 GHz [4], but in future 5G NR will utilise frequencies in or near the millimetre wave (30–300 GHz) range [5, 6].”
BackgroundVishnuram, P., Suresh, P., Narayanamoorthi, R., Krishnasamy, V., Bajaj, M., Piecha, M., Blažek, V., & Prokop, L. (2023) · Energies · doi:10.3390/en16104020 · Cited by 36
Problems in evaluating the health impacts of radio frequency radiation
Ishai, P. B., Davis, D. L., Taylor, H. S., & Birnbaum, L. S. (2024) · Environmental Research · doi:10.1016/j.envres.2022.115038 · Cited by 36
Sacco, G., Pisa, S., & Zhadobov, M. (2021) · Scientific Reports · doi:10.1038/s41598-021-82458-z · Cited by 34
Frequency Scanning Conformal Sensor Based on SIW Metamaterial Antenna
Çelenk, E., & Tokan, N. T. (2021) · IEEE Sensors Journal · doi:10.1109/jsen.2021.3075556 · Cited by 34
Near-Field User Exposure in Forthcoming 5G Scenarios in the 60 GHz Band
Guraliuc, A. R., Zhadobov, M., Sauleau, R., Marnat, L., & Dussopt, L. (2017) · IEEE Transactions on Antennas and Propagation · doi:10.1109/tap.2017.2754473 · Cited by 31
Leszczyński, D. (2020) · Reviews on Environmental Health · doi:10.1515/reveh-2020-0056 · Cited by 31
Li, K., Sasaki, K., Wake, K., Onishi, T., & Watanabe, S. (2021) · IEEE Access · doi:10.1109/access.2021.3105608 · Cited by 30
Wood, A., Mate, R., & Karipidis, K. (2021) · Journal of Exposure Science & Environmental Epidemiology · doi:10.1038/s41370-021-00307-7 · Cited by 34
“84 of the 88 studies reported PD values at or below the occupational 6-min average reference levels for local exposures, which ranges from 200W/m2 at 6 GHz, dropping down to 100W/m2 at 300 GHz [2].”
BackgroundInfluentialHuman Electromagnetic Field Exposure in 5G at 28 GHz
Kim, S., & Nasim, I. (2020) · IEEE Consumer Electronics Magazine · doi:10.1109/mce.2019.2956223 · Cited by 27
“The FCC suggests PD as a metric measuring the human exposure to EMF generated by devices operating at frequencies higher than 6 GHz [12], whereas a recent study suggested that a guideline defined in PD is not efficient to determine the impacts on health issues especially when devices are operating in a very close prox…”
BackgroundMethodE-Health applications over 5G networks: challenges and state of the art
Selem, E., Fatehy, M., & El-Kader, S. M. A. (2019) · International Conference on Advanced Control Circuits and Systems (ACCS) & International Conference on New Paradigms in Electronics & Information Technology (PEIT) · doi:10.1109/accs-peit48329.2019.9062841 · Cited by 25
“The limited-range of mm-Wave has a significant effect on enhancing the WBAN security [39].”
BackgroundFrequency Matters: Comparative Analysis of Low-Power FMCW Radars for Vital Sign Monitoring
Marty, S., Ronco, A., Pantanella, F., Dheman, K., & Magno, M. (2024) · IEEE Transactions on Instrumentation and Measurement · doi:10.1109/tim.2024.3381692 · Cited by 24
“At these frequencies, the skin penetration of the signal is below 1 mm [21].”
BackgroundColella, M., Meo, S. D., Liberti, M., Pasian, M., & Apollonio, F. (2023) · IEEE transactions on microwave theory and techniques · doi:10.1109/tmtt.2023.3267568 · Cited by 29
“The same sequence of layers (skin, subcutaneous fat tissue, and muscle) was used by Wu et al. [40] to model human tissue with the aim of analyzing the steady-state temperature increase due to the exposure to EM waves at 40, 60, 80, and 100 GHz.”
BackgroundMethodInfluentialLi, K., Kodera, S., Poljak, D., Diao, Y., Sasaki, K., Zhang, S., Yao, M., Kapetanović, A. L., Li, C., Wu, T., et al. (2024) · IEEE Access · doi:10.1109/access.2024.3358109 · Cited by 23
“The use of radio wave transmitters in millimeter wave frequencies has raised public concerns regarding the potential adverse health effects of excessive exposure to electromagnetic fields (EMFs) [1], [2], [3], [4].”
BackgroundSelf-citationAn Anatomical Model for the Simulation and Development of Subcutaneous Implantable Wireless Devices
Green, R. B., Hays, M. R., Mangino, M. J., & Topsakal, E. (2020) · IEEE Transactions on Antennas and Propagation · doi:10.1109/tap.2020.3008619 · Cited by 23
“The measured results from the porcine animal model and the human tissue [16] are shown in Figs.”
Castellanos, M. R., Love, D. J., & Hochwald, B. M. (2016) · Asilomar Conference on Signals, Systems and Computers (ACSSC) · doi:10.1109/acssc.2016.7869045 · Cited by 22
Cooper, M. D. (2019) · Safety Science · doi:10.1016/j.ssci.2019.06.038 · Cited by 27
Epidermal Backscattering Antennas in the 5G Framework: Performance and Perspectives
Amato, F., Occhiuzzi, C., & Marrocco, G. (2020) · IEEE Journal of Radio Frequency Identification · doi:10.1109/jrfid.2020.2998082 · Cited by 22
“effects of mmWave radiations on heating and penetration of the human body were theoretically discussed in [17].”
BackgroundInfluentialCoViS: A Contactless Health Monitoring System for the Nursing Home
Lopes, S. I., Silva, F., Pinho, P. G. L. F., Marques, P. A. C., Abreu, C., Milheiro, J., Braga, B., Queirós, G., Almeida, R., & Carvalho, N. B. (2024) · IEEE Access · doi:10.1109/access.2024.3355060 · Cited by 22
“…systems operate in the low-energy part of the electromagnetic spectrum, the principal possible source of harm to the subject would be skin burns [26], [27]; however, this risk is mitigated not only by keeping the output power low but by the attenuation added given the distance between the…”
BackgroundElectromagnetic Radiation Reduction in 5G Networks and Beyond Using Thermal Radiation Mode
Kour, H., & Jha, R. K. (2020) · IEEE Transactions on Vehicular Technology · doi:10.1109/tvt.2020.3020004 · Cited by 22
“This leads to heating of the tissues due to temperature rise and it has also been validated that at high frequency of operation such as mmWave the power density exposure to the human body is also high [10].”
BackgroundMethodEmpirical Evaluation of a 28 GHz Antenna Array on a 5G Mobile Phone Using a Body Phantom
Vähä-Savo, L., Cziezerski, C., Heino, M., Haneda, K., Icheln, C., Hazmi, A., & Tian, R. (2021) · IEEE Transactions on Antennas and Propagation · doi:10.1109/tap.2021.3076535 · Cited by 4
“9 mm [23], and is thicker than the penetration depth of electromagnetic waves at 28 GHz.”
Authentication in Millimeter-Wave Body-Centric Networks Through Wireless Channel Characterization
Zhao, N., Zhang, Z., Rehman, M. U., Ren, A., Yang, X., Zhao, J., Zhao, W. Z., & Dong, B. (2017) · IEEE Transactions on Antennas and Propagation · doi:10.1109/tap.2017.2681462 · Cited by 21
“semi-infinite plane to the incident mm-waves [15].”
BackgroundInfluentialAdverse Impacts of 5G Downlinks on Human Body
Nasim, I., & Kim, S. (2019) · IEEE SoutheastCon · doi:10.1109/southeastcon42311.2019.9020454 · Cited by 21
“Few prior studies in the literature paid attention to human EMF exposure in communications system at above 6 GHz frequency spectrum [7][13]-[17].”
BackgroundMethodInfluentialOdularu, A. T. (2020) · Journal of Spectroscopy · doi:10.1155/2020/8869713 · Cited by 20
“'e range has electromagnetic waves with minimum frequencies of below one g hertz to a maximum of over 10(28) hertz, equivalent to wavelengths [9] or from a fraction of an atomic nucleus size to a thousand kilometre [8].”
BackgroundPotential key challenges for terahertz communication systems
Solyman, A., & Elhaty, I. A. (2021) · International Journal of Power Electronics and Drive Systems/International Journal of Electrical and Computer Engineering · doi:10.11591/ijece.v11i4.pp3403-3409 · Cited by 20
“Thus, THz radiation is considered as a non-ionizing photon energy [49, 50].”
BackgroundKaripidis, K., Brzozek, C., Bhatt, C. R., Loughran, S., & Wood, A. (2021) · Environmental Evidence · doi:10.1186/s13750-021-00252-w · Cited by 20
“The 5G network currently operates at 3.6 GHz and 26–28 GHz and there are plans for future mobile networks to utilise higher frequency bands beyond 60 GHz [9].”
InfluentialExposure Levels Induced in Curved Body Parts at mmWaves
Sacco, G., Haider, Z., & Zhadobov, M. (2022) · IEEE Journal of Electromagnetics RF and Microwaves in Medicine and Biology · doi:10.1109/jerm.2022.3178604 · Cited by 20
Millimeter Wave Radiation Activates Leech Nociceptors via TRPV1-Like Receptor Sensitization
Romanenko, S., Harvey, A. R., Hool, L. C., Begley, R., Fan, S., & Wallace, V. P. (2019) · Biophysical Journal · doi:10.1016/j.bpj.2019.04.021 · Cited by 20
Human EMF Exposure in Wearable Networks for Internet of Battlefield Things
Nasim, I., & Kim, S. (2019) · IEEE Military Communications Conference (MILCOM) · doi:10.1109/milcom47813.2019.9020889 · Cited by 17
“The FCC suggests power density (PD) as a metric measuring the human exposure to EMFs generated by devices operating at frequencies higher than 6 GHz [7], whereas a recent study suggested that the specific absorption rate (SAR) is more efficient to determine the health issues especially when devices are operating very…”
BackgroundMethodInfluentialKaripidis, K., Brzozek, C., Mate, R., Bhatt, C. R., Loughran, S., & Wood, A. (2023) · Environmental Evidence · doi:10.1186/s13750-023-00304-3 · Cited by 17
“Other RF EMF sources operating above 3 GHz include radar, satellite transmissions and Wi-Fi [8].”
InfluentialInvestigation of mmWave Radar Technology For Non-contact Vital Sign Monitoring
Marty, S., Pantanella, F., Ronco, A., Dheman, K., & Magno, M. (2023) · IEEE International Symposium on Medical Measurements and Applications (MeMeA) · doi:10.1109/memea57477.2023.10171940 · Cited by 16
Kazmi, A., Zada, M., Islam, S., & Yoo, H. (2024) · IEEE Access · doi:10.1109/access.2024.3374896 · Cited by 16
“The main reason for calculating PD is the low penetration depth at higher frequencies; thus, the heating occurs only on the surface of the tissue [40].”
BackgroundMitigation of human EMF exposure in downlink of 5G
Nasim, I., & Kim, S. (2018) · Annals of Telecommunications · doi:10.1007/s12243-018-0696-6 · Cited by 15
Quasi-Yagi Slotted Array Antenna with Fan-Beam Characteristics for 28 GHz 5G Mobile Terminals
Kim, S., & Choi, J. (2020) · Applied Sciences · doi:10.3390/app10217686 · Cited by 14
“As we mentioned, since skin penetration depth of the energy is less than 2 mm at 15 GHz and less than 1 mm at 30 GHz [16], a simplified skin phantom of 2 mm thickness with a relative dielectric constant of 16.”
BackgroundKarthik, V., & Rao, T. R. (2018) · Bioelectromagnetics · doi:10.1002/bem.22133 · Cited by 13
“Safe use of the antenna on the body is more closely related to temperature changes than power density values [Wu et al., 2015].”
BackgroundChevillon, R., Andrieux, G., Négrier, R., & Diouris, J. (2018) · IEEE Access · doi:10.1109/access.2018.2882679 · Cited by 13
“Although biological safety [13] and channel behavior [14], [15] of mmWaves are not totally defined at the”
BackgroundWilliams, C. F., Geroni, G. M., Lloyd, D., Choi, H., Clark, N., Pirog, A., Lees, J., & Porch, A. (2019) · Journal of Biomedical Optics · doi:10.1117/1.jbo.24.5.051412 · Cited by 13
Dynamic Electromagnetic Exposure Allocation for Rayleigh Fading MIMO Channels
Castellanos, M. R., Ying, D., Love, D. J., Peleato, B., & Hochwald, B. M. (2019) · IEEE Transactions on Wireless Communications · doi:10.1109/twc.2019.2948916 · Cited by 13
“In [24], the peak SAR measurement of a mmWave system is shown to be much larger than those in microwave frequencies because the penetration depth at a high frequency band is very shallow.”
Upper-bound Performances of RFID Epidermal Sensor Networks at 5G Frequencies
Amato, F., Amendola, S., & Marrocco, G. (2019) · Wearable and Implantable Body Sensor Networks · doi:10.1109/bsn.2019.8771071 · Cited by 12
“Instead, at mmWave frequencies, a single-layer skin model is enough to reliably evaluate reflection and electromagnetic penetration in the skin since more than 90% of the transmitted electromagnetic power is absorbed within the epidermis and dermis layers and little power penetrates further into deeper tissues [2].”
BackgroundInfluentialShakya, D., Rappaport, T. S., Shahrjerdi, D., Knox, M. E., Nie, S., Madanayake, A., Popovic, Z. B., & Wang, H. (2024) · IEEE Microwave Magazine · doi:10.1109/mmm.2023.3320820 · Cited by 12
“As shown by Wu et al. for mm-wave frequencies for 5G [51], energy absorbed into human tissue does not cause appreciable heating, and no research could ever be found to definitively show mm-wave frequencies are harmful to humans.”
BackgroundSelf-citationMultifaceted Free-Space Tissue Sensing up to 100 GHz
Prokscha, A., Batra, A., Santhakumaran, S., Fabricius, J., Kirchner, E. A., & Kaiser, T. (2024) · IEEE Access · doi:10.1109/access.2024.3439605 · Cited by 12
“Additionally, based on the estimated skin conductivity comparison from different studies presented in [79], it can be summarized that the absorption or penetration losses from skin increase with frequency.”
BackgroundMethodArea-Averaged Transmitted and Absorbed Power Density on a Realistic Ear Model
Kapetanović, A. L., Sacco, G., Poljak, D., & Zhadobov, M. (2022) · IEEE Journal of Electromagnetics RF and Microwaves in Medicine and Biology · doi:10.1109/jerm.2022.3225380 · Cited by 12
“Thus far, most of dosimetry studies at MMW used planar tissue-equivalent single- [11], [12], [13] or multi-layer [14], [15], [16], [17], [18], [19] models.”
BackgroundShrivastava, P., & Rao, T. R. (2017) · IEEE Antennas and Propagation Magazine · doi:10.1109/map.2017.2753702 · Cited by 12
“Unlike evaluations of SAR or temperature [19], [20], evaluations of PD depend only on the density of power traveling toward the tissues and do not rely on knowledge of the distribution of fields or power absorption in the tissues.”
BackgroundMethodLi, K., & Sasaki, K. (2022) · Frontiers in Public Health · doi:10.3389/fpubh.2022.795414 · Cited by 12
Assessment of Incident Power Density on Spherical Head Model up to 100 GHz
Kapetanović, A. L., & Poljak, D. (2022) · IEEE Transactions on Electromagnetic Compatibility · doi:10.1109/temc.2022.3183071 · Cited by 12
Human Electromagnetic Field Exposure in Wearable Communications: A ReviewPreprint
Kim, S., Sharif, Y. A., & Nasim, I. (2019) · arXiv (Cornell University) · doi:10.48550/arxiv.1912.05282 · Cited by 12
“The pain detection threshold temperature for human skin is approximately 43◦C [40] and any temperature exceeding it can cause a long-term injury.”
Background
Metadata
- Authors
- Wu, T., Rappaport, T. S., & Collins, C. M.
- Affiliations
- New York University (US)
- NYU Langone Health (US)
- Venue
- IEEE Microwave Magazine
- Published
- 2015-03
- Volume
- 16
- Issue
- 2
- Pages
- 65-84
- ISSN
- 1527-3342 (ISSN-L)
- PMC
- PMC4629874
- OpenAlex
- W2029468290
- Cited by
- 243
- References
- 98
- Citations by year
- 2026: 3 · 2025: 13 · 2024: 25 · 2023: 28 · 2022: 24 · 2021: 28 · 2020: 32 · 2019: 22 · 2018: 25 · 2017: 25 · 2016: 14 · 2015: 3
- FWCI
- 10.75
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- IEEE Microwave Magazine (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institute of Biomedical Imaging and Bioengineering (P41EB017183)
- Topics
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Millimeter-Wave Propagation and Modeling
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Biophysics › Electromagnetic Fields and Biological Effects
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Microwave Engineering and Waveguides
- Keywords
- millimeter-wave communication, 60 GHz, IEEE 802.11ad, 5G, unlicensed spectrum, wireless local area networks, data rate requirements
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.
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