Abstract
The aim of this study was to consider a possible discrepancy in electromagnetic (EM) absorption in the human head. The finite-difference time-domain (FDTD) method with the lossy Drude model was adopted in this study. Here, the permittivity and conductivity of all head tissues were increased from 10% to 20% except when not using the same exposure conditions. Recognizable mobile phone frequencies of 1800 and 2450 MHz were studied in this simulation. The increase of up to 20% in conductivity and permittivity and varied substrate material always caused an EM absorption variation of 32.59% for specific absorption rate (SAR) 1 g and 35.25% for SAR 10 g at 1800 MHz, and variation of 20.37% for SAR 1 g and 17.99% for SAR 10 g at 2450 MHz, respectively.
1 Introduction
Wireless communication technology has been increasing rapidly in the past 20 years. Because of its expediency, more and more people espouse this technology in mobile phones in worldwide communications. While the usage of mobile phone increases, research on electromagnetic (EM) energy emanating from mobile phones has been extensive. The fundamental safety limits for radio frequency (RF) exposure are defined in terms of immersed power per unit mass, which is expressed as specific absorption rate (SAR) in units of watts per kilogram (W/kg). These protection guidelines are set in terms of maximum mass-normalized rates of EM energy deposition (SARs) for 1 or 10 g of tissue. The two most generally used SAR limits today are those of IEEE [1], 1.6 W/kg for any 1 g of tissue, and ICNIRP [2], 2 W/kg for any 10 g of tissue, excluding the extremities such as ankles, hands, and feet where higher SARs of up to 4 W/kg for any 10 g of tissue are allowed in both of these standards. Dielectric properties (dielectric constant ε and conductivity σ) of the tissue stimulant fluids have been approved in these standards on the basis of the properties measured for the various tissues for humans and other mammals [3]. It also the paved the way for wide usage of mobile phones in modern society, resulting in mounting concerns surrounding its harmful radiation [4–11].
Yet, the majority of the studies discussed only the radiation characteristics and protection from external sources such as wearable medical sensor devices, even though, indeed, more and more implantable or ingestible devices are clinically employed, including pacemakers, implantable defibrillators, capsule endoscopes, and implanted therapeutic devices [12]. In recent times, research on the safety of ingestible or implantable wireless devices (IWDs) in the human body has been studied, mainly due to the perseverance and high local energy declaration of antennas that are embedded in human tissues [13]. Kang and Gandhi [14] analyzed the biological effects and radiation efficiency of IWDs in a realistic human body model in 21 scenarios at frequencies ranging from 430 MHz to 2.4 GHz. This research showed that high values of SAR and temperature rise were localized at the area near the location of the IWD.
Conductivity (σ) and relative permittivity (ε) of human tissues are the influential factors for both optimal RF communication and dosimetry. Recently, the inconsistency of dielectric parameters of human tissues has been discussed in many published papers [14–21].
Utilizing the finite-difference time-domain (FDTD) method, Wang et al. [17] calculated peak SAR in adult and child head models exposed to a mobile phone at 900 MHz, and they found that the dissimilarity of the SAR value with dielectric properties was approximately 10%. Keshvari et al. [13] reported the effect of augmented dielectric values on the SAR in human head tissues and claimed that the 20% increase in dielectric values constantly caused a dissimilarity of SAR <20%.
However, no one has yet analyzed whether the uncertainty of radiation characteristics due to dielectric parameters of body tissues and changing in antenna substrate values vary from person to person.
The main objective of this study was to investigate the effect of augmented dielectric values and altered antenna substrate material on mass-averaged SAR. The human head was exposed to a planar inverted-F antenna at 1800 and 2450 MHz frequencies.
2 Materials and methods
There are several techniques for the computational assessment of RF energy absorption in tissues. The FDTD method was established to be the most efficient technique, particularly for studying the RF energy absorption in highly inhomogeneous bodies. The EM field simulations were carried out using commercial EM simulation software (CST Microwave Studio (CST Microwave Studio, CST AG-Bad Nauheimer, Darmstadt, Germany), which is based on the FDTD method. The densities, conductivities, and dielectric constants of the tissues are given in Table 1 [15]. A nonuniform meshing scheme was assumed so that the major computation endeavor was devoted to regions along the inhomogeneous boundaries for quick and correct analysis. The minimum and maximum mesh sizes were 0.3 and 1.0 mm, respectively. A total of 228,152 mesh cells were produced for the complete model, and the simulation time was 967 s (including mesh generation) for each run on an Intel Core™ 2 Duo E 8400 3.0 GHz CPU with 4 GB RAM system.
Dielectric properties at different frequencies for human head tissues.
Component of the head | Density, ρ (kg/m3) | 1800 MHz | 2450 MHz | ||
---|---|---|---|---|---|
εr | σe (S/m) | εr | σe (S/m) | ||
Air 20°C, nasal cavity | 1.205 | 1.00 | 1.00 | 1.00 | 0.00 |
Blood | 1060 | 59.32 | 1.91 | 58.26 | 2.54 |
Bone (cancellous) | 1180 | 18.85 | 0.54 | 18.55 | 0.81 |
Lower jaw, upper jaw, mastoid bone, skull, spine | 1920 | 11.68 | 0.24 | 11.38 | 0.39 |
Brain (gray matter, middle brain, thalamus) | 1040 | 48.21 | 1.31 | 48.91 | 1.81 |
Brain (white matter) | 1040 | 36.98 | 0.85 | 36.17 | 1.22 |
Cerebellum | 1040 | 46.04 | 1.59 | 44.8 | 2.10 |
Cerebrospinal fluid, cerebral ventricle | 1010 | 67.05 | 2.57 | 66.24 | 3.46 |
Cornea | 1120 | 52.84 | 1.74 | 51.61 | 2.30 |
Fat | 950 | 10.93 | 0.16 | 10.82 | 0.27 |
Gland | 1060 | 57.35 | 1.38 | 58.14 | 1.50 |
Lens | 1070 | 45.27 | 1.06 | 45.35 | 1.15 |
Ear, muscle, pterygoid muscle | 1050 | 53.54 | 1.25 | 52.73 | 1.74 |
Skin | 1090 | 43.83 | 1.17 | 42.85 | 1.59 |
Spinal cord | 1040 | 30.87 | 0.78 | 30.87 | 0.84 |
Tongue | 1050 | 53.48 | 1.29 | 52.63 | 1.80 |
Vitreous humor | 1010 | 68.36 | 1.92 | 68.21 | 2.48 |
3 Results and discussion
The discrepancies in SARs and electric fields were calculated for two human body models at 1800 and 2450 MHz frequency. The calculated SAR values are shown in Figures 1–6.

Deviation of the peak of unaveraged SAR in different dielectric properties of Rogers R03006 (loss free) substrate at 1800 MHz.

Deviation of the peak of unaveraged SAR in different dielectric properties of Rogers R04003 (loss free) substrate at 1800 MHz.

Deviation of the peak of unaveraged SAR in different dielectric properties of FR4 substrate at 1800 MHz.

Deviation of the peak of unaveraged SAR in different dielectric properties of Rogers R03006 (loss free) substrate at 2450 MHz.

Deviation of the peak of unaveraged SAR in different dielectric properties of Rogers R04003 (loss free) substrate at 2450 MHz.

Deviation of the peak of unaveraged SAR in different dielectric properties of FR4 substrate at 2450 MHz.
3.1 1800 MHz
The maximums of peak SAR increase with the augmentation of conductivities, whereas the highest SAR sometimes decreases with the increase in relative permittivities. However, the averaged SAR decreases with increasing conductivity and increases with increasing relative permittivity in human head models. In the IEEE standards for safety level, the maximum spatial average SAR of a wireless device is required to be <1.6 W/kg averaged over any 1-g tissue in the shape of a cube [1–6]. In ICNIRP safety guidelines, the limit is 2 W/kg averaged over any 10-g contiguous tissue [2]. The authors used the mathematical equation of SAR calculation to confirm that the SAR value would increase with the increase in dielectric values. Even the maximum SAR value does not increase with the increase in dielectric values. Certainly, unaveraged and averaged SAR values are influenced not only by the dielectric properties of the media but also by the impedance matching, which is also influenced by dielectric properties. Expanding dielectric parameters would not necessarily explain an increase in SAR. The SAR is dependent on the compass reading of the RF source, substrate material, and operating frequency. The SAR value depends on the type of the substrate material used for the antenna. When the substrate materials Rogers RO3006 and FR4 were used, the SAR value increases; however, when the substrate material Rogers RO4003 was used, the SAR value decreased at 1800 MHz. Here, when Rogers RO3006 was used as substrate material, the maximum and minimum averaged SAR values were found to be 0.8755 and 0.4136 W/kg for 1 g and 0.5098 and 0.2512 W/kg for 10 g, respectively, at 1800 MHz, as shown in Figure 1. Figure 2 shows that when Rogers RO4003 substrate material was used, the maximum and minimum values of SAR were found to be 0.7229 and 0.2853 W/kg for 1 g and 0.4205 and 0.1797 W/kg for 10 g, respectively. With varying dielectric values and using FR4 substrate material, the maximum and minimum SAR values were found to be 0.9315 and 0.4345 W/kg for 1 g and 0.5329 and 0.2722 W/kg for 10 g, as can be seen in Figure 3. Figures 1–3 also show that the substrate material of the antenna is a significant factor for SAR measurement.
Therefore, these simulation results exhibit that dielectric constant and substrate material values of human body tissues decreases in 10% SAR values of highest decreases for 10 g SAR value at 1800 MHz. Another significant conclusion was that SAR value varied slightly when human tissue permittivity and conductivity are varied. When the density and substrate material value are increased, the highest SAR values are usually obtained for SAR 1 g. In addition, the variation of 10-g averaged SAR is often less than that of 1-g averaged SAR. If both the conductivity and relative permittivity increase, the SAR might increase or decrease.
3.2 2450 MHz
It is also noted that the variations of port impedances vary greatly with dielectric parameters of human body tissues. The input impedance increases as the conductivity increases. The imaginary part of the input impedance increases with the increase of relative permittivity, while the real part of input impedance decreases with the increment of relative permittivity. When both relative permittivities and conductivities are increased simultaneously, the imaginary part of the input impedance will usually be higher than that of the conductivities or relative permittivities alone. The maximums of SAR increase with the increase of conductivities, whereas the maximums of SAR sometimes decrease with the increase of relative permittivities. The averaged SAR decreases with the increase of conductivities and increases with the increase of relative permittivities in the SAM phantom model. The SAR value depends on the antenna substrate materials used. When the substrate materials Rogers RO3006 and FR4 are used, the SAR value increases; however, when the substrate material Rogers RO4003 is used, the SAR value also decreases at 2450 MHz. Here, using the substrate Rogers RO3006, the maximum and minimum of averaged SAR were found to be 1.1239 and 0.4109 W/kg for 1 g and 0.6998 and 0.2116 W/kg for 10 g, respectively, at 2450 MHz, as shown in Figure 4. Figure 5 shows that when Rogers RO4003 substrate material was used, SAR values of 1.0254 and 0.2289 W/kg were found for 1 g and 0.6284 and 0.1258 W/kg for 10 g, respectively. When dielectric values changed and substrate material used was FR4, it was found that the maximum and minimum SAR values were 1.1710 and 0.4652 W/kg for 1 g and 0.7498 and 0.2529 W/kg for 10 g, as can be seen in Figure 6.
Figures 4–6 also show that the substrate material and dielectric material of the antenna are important factors for SAR measurement. Therefore, these simulation results demonstrate that when density values of human body tissues decreases in 20%, the highest SAR values increase at 2450 MHz. Another important conclusion is that SAR values were varied slightly when human tissue permittivity and conductivity are varied. When the density value increases, the maximum of SAR usually decreases.
4 Conclusion
The deviation of SAR with dielectric parameters and substrate material together are reliant on the configuration of the human body, exposure scenario, etc. The most severe case of radiation should consider the influence of the variability of dielectric properties and substrate material of the antenna. It was found that tissue dielectric properties are known to be highly nonuniform and significantly variable between individuals. In conclusion, SAR values will decrease or increase with changes in dielectric values of human tissue. In addition, the choice of antenna substrate material has been more effective in increasing or decreasing SAR values. These assessments might increase confidence in the validity of numerical calculations.
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Articles in the same Issue
- Frontmatter
- Original articles
- Triticale straw and its thermoplastic biocomposites
- Morphological and mechanical properties of chemically treated municipal solid waste (MSW)/banana fiber and their reinforcement in polymer composites
- Structure-property responses of bio-inspired synthetic foams at low and high strain rates
- Water absorption and thickness swelling behavior of almond (Prunus amygdalus L.) shell particles and coconut (Cocos nucifera) fiber hybrid epoxy-based biocomposite
- Mechanical behavior of walnut (Juglans L.) shell particles reinforced bio-composite
- Melt grafting copolymerization of glycidyl methacrylate onto acrylonitrile-butadiene-styrene (ABS) terpolymer
- Investigation of toughening behavior of epoxy resin by reinforcement of depolymerized latex rubber
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- Development and characterization of bronze-Cr-Ni composites produced by powder metallurgy
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