A UTD/FDTD investigation on procedures to assess compliance of cellular base-station antennas with human-exposure limits in a realistic urban environment

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In this paper, different exposure situations for a subject standing inside a room of a building with a window facing a rooftop-mounted base-station antenna are analyzed. The study is accomplished by using a technique combining the uniform asymptotic theory of diffraction and the finite-difference time-domain method, suitable to characterize human exposure in realistic urban environments at a reasonable computational cost. The different exposure conditions examined are analyzed to highlight the problems related to compliance assessment procedures in complex exposure scenarios and to suggest some possible solutions. A comparison of the results obtained in these scenarios with those computed neglecting the presence of the room walls (free-space situations) evidences that, under certain conditions, average exposure field levels and specific absorption rates (SARs) in the realistic environments can be higher than in free space, thus demonstrating that compliance assessment carried out in free space can yield nonconservative results. As concerns implications of field nonuniformities, typical of realistic urban environments, on SAR values, the results show that the whole-body averaged SAR is related to the average field value, provided the averaging procedure is appropriately chosen to cover all the volume occupied by the subject (V/sub S/) and not only a vertical surface. Local SAR values, instead, show a more complex relation with the exposure field, such that considering only the V/sub S/-averaged field value for compliance assessment might lead to an underestimation of the real exposure level, while using the peak of the field in V/sub S/ leads to a remarkable overestimation.

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CitationsShowing 10 of 18 papers
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An efficient FDTD time-domain equivalent currents method for safety assessment in human exposure to base-station antennas in presence of obstacles
  • Jan 1, 2006
  • Microwave and Optical Technology Letters
  • M Martínez-Búrdalo + 3 more

A methodology combining a time-domain equivalent currents method and the finite-difference time-domain technique is presented to analyze guidelines compliance in human exposure to electromagnetic fields from base-station antennas in the presence of large scattering obstacles. The efficiency of the method is demonstrated when analyzing the specific absorption rate in people exposed to those antennas. © 2006 Wiley Periodicals, Inc. Microwave Opt Technol Lett 48: 1987–1991, 2006; Published online in Wiley InterScience (www.interscience.wiley.com). DOI 10.1002/mop.21818

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  • Research Article
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  • 10.1088/0031-9155/55/18/018
The influence of the reflective environment on the absorption of a human male exposed to representative base station antennas from 300 MHz to 5 GHz
  • Aug 31, 2010
  • Physics in Medicine & Biology
  • G Vermeeren + 10 more

The environment is an important parameter when evaluating the exposure to radio-frequency electromagnetic fields. This study investigates numerically the variation on the whole-body and peak spatially averaged-specific absorption rate (SAR) in the heterogeneous virtual family male placed in front of a base station antenna in a reflective environment. The SAR values in a reflective environment are also compared to the values obtained when no environment is present (free space). The virtual family male has been placed at four distances (30 cm, 1 m, 3 m and 10 m) in front of six base station antennas (operating at 300 MHz, 450 MHz, 900 MHz, 2.1 GHz, 3.5 GHz and 5.0 GHz, respectively) and in three reflective environments (a perfectly conducting wall, a perfectly conducting ground and a perfectly conducting ground + wall). A total of 72 configurations are examined. The absorption in the heterogeneous body model is determined using the 3D electromagnetic (EM) finite-difference time-domain (FDTD) solver Semcad-X. For the larger simulations, requirements in terms of computer resources are reduced by using a generalized Huygens' box approach. It has been observed that the ratio of the SAR in the virtual family male in a reflective environment and the SAR in the virtual family male in the free-space environment ranged from −8.7 dB up to 8.0 dB. A worst-case reflective environment could not be determined. ICNIRP reference levels not always showed to be compliant with the basic restrictions.

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  • 10.1109/tim.2009.2027755
On the Spatial Averaging of Multiple Narrowband Electromagnetic Field Measurements: Methods and Uncertainty Estimation
  • Jun 1, 2010
  • IEEE Transactions on Instrumentation and Measurement
  • Dimitrios I Stratakis + 3 more

Methods of computational prediction can be used or specific measurements have to be performed for the estimation of human exposure to nonionizing electromagnetic fields at a certain place. According to the exposure standards, the predicted or the measured values have to be spatially averaged in an area representing the dimensions of the human body and compared with the adopted maximum permissible levels of exposure. In this paper, methods for spatial averaging nonionizing electromagnetic fields are discussed. Moreover, methods for estimating spatial average uncertainty of the total field strength values and of the summation of exposure quotients when narrowband measurements are performed in a multiple-frequency environment are proposed. Furthermore, since maximum field values have to be averaged according to the most widely accepted exposure standards, the traffic-dependent power level variation issue is also addressed. In particular, for GSM systems, an extrapolation method to the maximum possible field levels using data from real-time measurements when the frequency allocation per operator base station and the spatial distribution of the exposure sources are unknown is also proposed. Finally, an uncertainty estimation procedure associated to the extrapolated levels is presented.

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  • Cite Count Icon 27
  • 10.1109/access.2017.2708161
An Overview of the Electromagnetic Simulation-Based Channel Modeling Techniques for Wireless Body Area Network Applications
  • Jan 1, 2017
  • IEEE Access
  • Mariella Sarestoniemi + 2 more

Electromagnetic simulation-based channel modeling is presently considered as a promising option for wireless body area network (WBAN) channel modeling. The benefits of simulation-based channel modeling are obvious: realistic channel characteristics for required environments and situations are provided flexibly and cheaply. In addition, the use of simulation-based channel modeling may overcome several challenges related to the use of measurement data, such as uncertainties and inaccuracies due to cabling, unintentional changes in the position of the test person or the antennas and so on. There are several numerical methods suitable for simulation based-channel modeling, both full-wave and an asymptotic solutions. The choice of the numerical approach depends on the nature of the communication links of the wireless body network being considered. This paper presents a general overview, including recent progress, of the electromagnetic simulation-based WBAN channel modeling techniques. Advantages, disadvantages, and the most appropriate applications are described. Furthermore, the features of the different techniques are compared.

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An efficient method of EM field modification around transmitting stations
  • Jun 1, 2015
  • Journal of Microwaves, Optoelectronics and Electromagnetic Applications
  • Fryderyk Lewicki + 1 more

An efficient practical method for the electromagnetic (EM) fields reduction around transmitting stations has been developed. The project has been stimulated by the necessity to reduce the field levels in the vicinity of transmitting stations, including FM, UHF, cellular base stations and other radiocommunication services, to obey regulations concerning human protection against electromagnetic radiation. The main constraint in the optimization procedure is the requirement to preserve the radiated power ERP of a service in operation. The method joins accuracy with high efficiency, and is based on 3 stages procedure using the antenna numerical models of different levels of approximation. An example is given of its application to a real case of transmitting stations in which the levels of measured EM exceeded the safety limits.

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  • 10.1109/eucap.2012.6206635
Numerical and experimental analysis of the on-body propagation channel at W band
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  • A Pellegrini + 3 more

This paper presents an investigation of the electromagnetic propagation around the human body at 94GHz. The characterization of the communication channel for Wireless Body Area Networks (WBAN) is provided in terms of path loss by considering different receiver and transmitter positions. The analysis includes both measurements and numerical simulations, showing reasonable agreement between the two set of results.

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  • 10.1109/temc.2021.3074658
Exposure Assessment of Array Antennas at 28 GHz Using Hybrid Spherical Near-Field Transformation and FDTD Method
  • May 17, 2021
  • IEEE Transactions on Electromagnetic Compatibility
  • Yinliang Diao + 1 more

To protect humans from overexposure to electromagnetic (EM) fields above 6 GHz, recently revised International Commission on Non-Ionizing Radiation Protection guidelines and IEEE standard specify the basic restrictions in terms of absorbed power density (APD) and epithelial power density, respectively. To assess the EM exposure resulting from the 5G mmWave array antenna, we adopted a hybrid method that combines spherical near-field measurements and numerical dosimetry with spherical near-field transformation. Four array antennas working at 28 GHz were used as the radiation sources. The incident power density (IPD), APD, and temperature rise in a stratified body model and anatomical partial body models corresponding to different body locations were evaluated for various antenna-body distances. The results were validated by comparison with the full-wave simulations. The differences in peak spatial-average IPD and APD between two methods are below 0.08 and 1.05 dB, respectively, for the simulated cases and generally decrease with the increasing antenna-body distance. The highest heating factor for the peak spatial-average APD was approximately 0.025°C/(W/m <sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">2</sup> ). The results also show that the differences in APD and temperature rise caused by various exposed body locations are marginal.

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  • Cite Count Icon 7
  • 10.1109/tap.2024.3355502
A Radio Wave Propagation Modeling Method Based on High-Precision 3-D Mapping in Urban Scenarios
  • Mar 1, 2024
  • IEEE Transactions on Antennas and Propagation
  • Fubin Zhang + 7 more

A Radio Wave Propagation Modeling Method Based on High-Precision 3-D Mapping in Urban Scenarios

  • Research Article
  • Cite Count Icon 8
  • 10.1109/temc.2012.2220972
An Iterative FDTD/MoM Technique for Assessing Coupling Effects in Front of Base-Station Antennas
  • Dec 1, 2012
  • IEEE Transactions on Electromagnetic Compatibility
  • Konstantinos Baskourelos + 1 more

In this study, we used an iterative numerical technique, which combines the finite-difference time-domain (FDTD) method with the method of moments (MoM), to investigate the coupling effect between a base-station antenna operating at 900 MHz and a worker in front of it. The numerical model of the antenna was a realistic representation of a commercially available array of dipoles, whereas for the worker a numerical phantom at 5 mm resolution, created from medical imaging of an adult male, was used. Rao-Wilton-Glisson (RWG) triangular elements were employed in the implementation of the MoM used to solve for the surface currents on the antenna structure. The total-field scattered-field formulation of FDTD was used in the computational domain, which contained the numerical phantom of the worker. An intermediate Huygens surface was introduced to establish an iterative procedure, which allowed us to calculate the influence of the human body on the radiating dipoles. It was found that using this iterative approach the whole body absorption near the antenna varied from the case when no coupling was considered.

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  • Research Article
  • Cite Count Icon 18
  • 10.2528/pier08072101
A MODEL FOR TRANSITION BETWEEN OUTDOOR AND INDOOR PROPAGATION
  • Jan 1, 2008
  • Progress In Electromagnetics Research
  • Juan Blas Prieto + 6 more

We present a novel outdoor-indoor radio wave propagation model. It predicts the electric field envelope Cumulative Distribution Function (CDF) in a room placed near a radio communication emitter. The experimental CDF obtained from the simulation, fits the experimental CDF obtained from a measurement campaign carried out over 19200 sampling points inside the room. The maximum deviation found between these CDFs is less than 1%. Kolmogorov-Smirnov test is employed to analyze the goodness of fit. P-values around 99% are reached. A comparison is made with other classical methods reported in the literature as ray-tracing (RT) and a hybrid method employing finite-difference time-domain (FDTD) together with RT. The proposed model significantly improves the results achieved in those previous investigations. Although we study the problem in three dimensions, the repetitive nature of the algorithm allows us to parallelize the computation process speeding the calculations.

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Specific Absorption Rates of Anatomically Realistic Human Models Exposed to RF Electromagnetic Fields From Mobile Phones Used in Elevators
  • May 1, 2009
  • IEEE Transactions on Microwave Theory and Techniques
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Hybrid Analysis of Human Exposure from Base-Station Antennas in Underground Environment
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  • IEICE Transactions on Communications
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  • Jan 1, 2018
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Calculation of Whole‐Body Average SARs in Pregnant Woman and Child Simultaneously Exposed to Multiple Radio‐Frequency Waves in Real Environment
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  • Electronics and Communications in Japan
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SUMMARYThere are few published papers on the whole‐body average specific absorption rates (WBA‐SARs) in humans for simultaneous exposure to multiple radio frequencies (RFs). In order to evaluate human safety of radiowaves in real environments, in this paper we calculate the WBA‐SARs in models of a pregnant woman and 3‐year‐old child for multiple RF exposure, using measured results on electric field intensities from multiple base station antennas installed for cellular phones with four different radiowave frequencies in an underground shopping mall and with five radiowave frequencies in the neighborhood of an elementary school. The Japan Ministry of Internal Affairs and Communications officially reported these data in 2008. Statistical analyses show that the squared sum ratio of the measured electric field to the corresponding Japanese guideline for the general public is smaller than one‐hundredth and one‐thousand at most in the underground shopping mall and elementary school areas, respectively. As a result, we found that the WBA‐SARs in the pregnant woman and 3‐year‐old child models calculated at each of the frequencies for base station antennas in both areas are significantly lower than the The International Commission on Non‐Ionizing Radiation Protection (ICNIRP) basic restriction (0.08 W/kg) for the general public, and that the sum of the WBA‐SARs never exceeds one‐hundredth of 0.08 W/kg for simultaneous exposure to multiple RF.

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  • Cite Count Icon 4
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A UTD/FDTD model to evaluate human exposure to base-station antennas in realistic urban environments
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  • International Journal of Antennas and Propagation
  • Marta Cavagnaro + 2 more

The safety aspects of the exposure of people to uniform plane waves in the frequency range from 900 MHz to 5 GHz are analyzed. Starting from a human body model available in the literature, representing a man in resting state, two new anatomical models are considered, representing different phases of the respiratory activity: tidal breath and deep breath. These models have been used to evaluate the whole body Specific Absorption Rate (SAR) and the 10-g averaged and 1-g averaged SAR. The analysis is performed using a parallel implementation of the finite difference time domain method. A uniform plane wave, with vertical polarization, is used as an incident field since this is the canonical exposure situation used in safety guidelines. Results show that if the incident electromagnetic field is compliant with the reference levels promulgated by the International Commission on Non-Ionizing Radiation Protection and by IEEE, the computed SAR values are lower than the corresponding basic restrictions, as expected. On the other side, when the Federal Communications Commission reference levels are considered, 1-g SAR values exceeding the basic restrictions for exposure at 4 GHz and above are obtained. Furthermore, results show that the whole body SAR values increase passing from the resting state model to the deep breath model, for all the considered frequencies.

  • Research Article
  • Cite Count Icon 92
  • 10.1088/0031-9155/49/2/011
Comparison of FDTD-calculated specific absorption rate in adults and children when using a mobile phone at 900 and 1800 MHz
  • Jan 5, 2004
  • Physics in Medicine & Biology
  • M Martínez-Búrdalo + 3 more

In this paper, the specific absorption rate (SAR) in scaled human head models is analysed to study possible differences between SAR in the heads of adults and children and for assessment of compliance with the international safety guidelines, while using a mobile phone. The finite-difference time-domain method (FDTD) has been used for calculating SAR values for models of both children and adults, at 900 and 1800 MHz. Maximum 1 g averaged SAR (SAR1 g) and maximum 10 g averaged SAR (SAR10 g) have been calculated in adults and scaled head models for comparison and assessment of compliance with ANSI/IEEE and European guidelines. Results show that peak SAR1 g and peak SAR10 g all trend downwards with decreasing head size but as head size decreases, the percentage of energy absorbed in the brain increases. So, higher SAR in children's brains can be expected depending on whether the thickness of their skulls and surrounding tissues actually depends on age. The SAR in eyes of different sizes, as a critical organ, has also been studied and very similar distributions for the full size and the scaled models have been obtained. Standard limits can only be exceeded in the unpractical situation where the antenna is located at a very short distance in front of the eye.

  • Conference Article
  • 10.1109/apmc.2007.4555135
Dosimetry Evaluation in the Fetuses for Pregnant Rats Exposed to 1.95-GHz Cellular Phones
  • Dec 1, 2007
  • Jianqing Wang + 3 more

In this paper, the dosimetry for pregnant rats and their fetuses in an in vivo exposure setup is conducted by using the finite-difference time-domain (FDTD) method in conjunction with anatomically based pregnant rat models. The exposure setup has been developed for testing possible indirect biological effects on fetuses when the pregnant rats are exposed to 1.95- GHz digital cellular phones. As a result, it is found that the whole-body average specific absorption rate (SAR) for the fetuses varies between 0.02 - 0.40 W/kg when the brain-average SAR for the mother rats varies between 1.4 - 2.6 W/kg. For an input antenna power of 0.67 W which yields a brain-average SAR of 2 W/kg, almost 85% of the whole-body average SARs for the fetuses are within 0.04 - 0.20 W/kg. These SAR values exhibit a quite low level, only half of the whole-body average SAR for the mother rats in most of cases. The low SAR level in the fetuses is unlikely to cause any thermal stress.

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