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International Journal of Electrical, Electronics and Communication Engineering (IJEEC)
Vol. 1, Issue. 1, April – 2015 ISSN (Online): 2395-6747
14
Abstract : Moisture content in products/substances can
reduce the quality of the substance. Moisture occurs
nearly in all substances and greatly affects the
properties of the host material, forming critical aspects
of cost and product quality. It also reduces the life time
of the product .The accurate measurement of moisture
requires the skill and time because of its inherent
characteristic of water molecules to coexist with the
moist materials through absorption and adsorption.
Moisture content of most solids and liquids needs to be
monitored and controlled because of the effect of
moisture on product quality, storage conditions, product
life, product weight and hence economic benefit.This
can be done using microwave moisturemeasurement
technique.In this paper we discuuss about how to
measure the moisture content present in
spice,sugarcane,food,rubber industries.
Keywords: absorption,adsorption,microwave,moisture
I INTRODUCTION
Moisture content in products/substances is one of
the key quality physical parameters in many industries.
Moisture occurs nearly in all substances and greatly affects
the properties of the host material, forming critical aspects
of cost and product quality. The accurate measurement of
moisture requires the skill and time because of its inherent
characteristic of water molecules to coexist with the moist
materials through absorption and adsorption. Moisture
content of most solids and liquids needs to be monitored
and controlled because of the effect of moisture on product
quality, storage conditions, product life, product weight
and hence economic benefits.
Moisture content in solids is normally specified as
percentage by weight. In liquids, water content is specified
as percentage by weight or volume.
Percentage of moisture with respect of dry weight
Md = (Wm*100)/Wd [1]
Percentage of moisture with respect of wet weight
MW = (Wm*100)/(Wd+ Wm) [2]
Where Wd is weight of dry material and Wm is weight of
water.
Moisture measurement is very important in
various industries such as pulp and paper, sugar, rubber
and spice industries. In pulp and paper, with too much
moisture, the product is wasted and will send profits down
the drain, whereas over drying will burn up the profit. In
sugar industries moisture measurement is important
because the concentration of juice relates to the sugar
content . In rubber industry concentration of latex relates
with the dry rubber content. The cost of the rubber directly
depends on the dry rubber content. Moisture content in
spices is important in determining the quality of the
spice[2].
II MOISTURE MEASUREMENT METHODS
Conventional methods such as gravimetric
method, Karl- Fischer titration, electrical methods, nuclear
and infrared absorption method are used to measure
moisture content[3]. Among this microwave has many
advantage than others.
Microwave technique:
Microwave techniques are attractive because at
these frequencies the electrical energy is strongly absorbed
by water because of the dipolar character of water
molecules, and the effect of ionic conductivity is
negligible[9]. Microwave techniques provides the
advantages over other methods, such as low cost, good
penetration in non-metallic materials, good resolution,
non- invasive, pollution free, bulk information etc.
Moisture content has been related to dielectric
properties[8]. The advantage of using this technique over
the traditional oven dried methods is that permittivity can
be measured in near real time. This paper discussed about
various microwave sensors used in various industries.
III MOISTURE MEASUREMENT IN VARIOUS
INDUSTRIES USING MICROWAVE SENSORS:
When microwaves are directed towards a
material, part of the energy is reflected, part is transmitted
through the surface and out of this later quantity part of it
is absorbed. The proportions of energy, which fall in to
Microwave Moisture Measurement Technique
In Industrial Application
Dr. T. Jayanthi1
, B.Shiny Navya 2
, K.Vanitha3
2,3
UG Students, Department of Electronics and Communication Engineering, Panimalar Institute of
Technology, Chennai, INDIA
1
Principal, Panimalar Institute of Technology, Chennai, INDIA
International Journal of Electrical, Electronics and Communication Engineering (IJEEC)
Vol. 1, Issue. 1, April – 2015 ISSN (Online): 2395-6747
15
these microwave ranges, have been defined in terms of the
dielectric properties.
*
= ′-j″ [3]
Where ′ = dielectric constant,
and ″ = dielectric loss factor.
The dielectric properties of a material are
represented by a complex quantity know as permittivity.
The real part of permittivity (′) is a measure of the energy
stored and is called the dielectric constant. The imaginary
part of permittivity (″) is a measure of the energy loss and
is called the loss factor.
Moisture measurement in Pulp and paper industry
Bulk moisture in paper during production cannot
be measured by using conventional methods such as
gravimetric, Karl-Fischer titration and conductivity
method. To solve this problem the microwave resonator
sensor has been used. It has high accuracy and high
sensitivity. This has been designed using the principle of
resonant cavities. When a sample of wet paper is
introduced in between the cavities, the resonant peak at the
measuring mode would be shifted to another frequency. At
the same time, the resonant peak at the reference mode
does not shift. Hence the difference between the two
resonant peaks can be measured. Bulk moisture can
however, be measured by using cavity resonators measured
and can be used to calculate the moisture content of the
paper sample This is done microwave resonators frequency
shift and permittivity have been derived.
By measuring the resonant frequency, it is possible to
calculate the permittivity constant of the material. The
permittivity is proportional to the amount of water in paper
sample and its moisture content value can be directly
derived from the frequency shift measured. By using this
technique, up to 80% moisture content can be measured.
Estimation of sugar content in sugar cane
Estimation of sugar content in sugar cane is
important task in sugar refineries as well as in food
industries because of continuous evolution during
fermentation process. Early estimation of sugar content in
cane juice also enables fixing the price of canes for
procurement from the fields[6]. So it is felt that a quick
method should be developed for estimating the sugar
content in the field before cane harvesting and delivery to
sugar factories would be highly useful. Sugar cane juice
contains a large amount of water (80%) and organic matter
(20%). The sugar content in sugar cane juice is measured
by calculating the dielectric constant of the cane juice by
using liquid dielectric cell and is shown in Fig 1.
Fig.1,Measurement of sugar content in cane juice
Dielectric liquid cell
Determination of Dry Rubber Content in rubber latex
One of the industrial applications of microwave is in the
detection of Dry Rubber Content in the natural latex
obtained from Hevea brasiliensis. The cost of the rubber
directly depends on the Dry Rubber Content (DRC)[10,11].
At present, conventional method consumes a large amount
of time and does not remove the allergy causing proteins
from natural rubber. Therefore, the proposed electronic
method of detection of Dry Rubber Content in the present
scenario is the most advantageous, since rubber has high
economic importance and industrial demand. The
determination of Dry Rubber Content in the natural latex
obtained from Hevea Brasiliensis is carried out by
microwave techniques. By using the above liquid dielectric
cell shown in fig 1, DRC is calculated indirectly by
measuring the dielectric constant. This method involves
in finding of a relation between the known value of DRC
samples and its respective dielectric constants, with
varying the moisture (water) content of various samples
and the dielectric constant is found. The dielectric constant
increases with increasing moisture content.
Spice industry
In spice industries, resistance type and RF capacitance type
moisture meters are commonly being used to measure the
moisture content. The transmission line method is best for
solid materials that can be precisely machined to fit inside
a coaxial or waveguide airline. Although it is more
accurate than the coaxial probe technique, it is still
somewhat limited in resolution for low loss materials.
The resonant cavity system consists of a resonant
cavity connected between the source and detector. The
dielectric properties can be calculated from the
transmission response of the cavity, measured empty and
then with the sample. The bulk moisture content in paper
industries has been measured by using microwave
resonator. The resonator technique has been used. This
method has the advantage of low cost but spice samples are
International Journal of Electrical, Electronics and Communication Engineering (IJEEC)
Vol. 1, Issue. 1, April – 2015 ISSN (Online): 2395-6747
16
Detector
Frequency
meter
AttenuatorIsolator
Klystron
Power
Supply
Klystron
Oscillator
Slotted
section
Slotted
sectionCRO
Horn antenna
Acrylic plate
Sample
holder
crushed and wasted. The RF capacitance type moisture
meters measure the capacitance of the samples between the
two electrodes, thus sensing the dielectric constant of spice.
(Nelson S.O., et.al., 2000, Trabelsi S., et.al., 1998). The
spice moisture meter has been developed to measure the
dielectric properties of spices such as cardamom and
pepper with various moisture contents by calculating the
attenuation and phase shift.
Fig.2 ,Measurement of moisture
in spices using Free space method
Free–space technique is shown in fig 2.It is also
grouped under non-destructive and contact-less measuring
methods. In our work, this technique has been used for
measurement of moisture in the spice industry. In this
technique, a sample is placed between a transmitting
antenna and a receiving antenna and the attenuation and
phase shift of the signal are measured, the results of which
can be used to translate the material dielectric properties.
Accurate measurement of the permittivity over a wide
range of frequencies are achieved by free space techniques.
Upon placing the dry sample on the sensor the frequency
shown in the VNA is 1.003 GHz. For the moist sample the
resonant frequency is decreased with the increase in the
IV RESULTS AND DISCUSSIONS:
The moisture content as applicable in various
industries has been computed using microwaves with
different methods. In the case of paper industry, the
relationship between permittivity and frequency shift has
been utilised. Since the permittivity is proportional to the
frequency shift, the moisture content value can be directly
derived from the frequency shift measured.
In the sugar industry, the estimation of sugar content in
sugar cane has been done by using liquid dielectric cell.
The concentration of cane juice has been found to decrease
with increasing dielectric constant, and the sugar content is
measured from the dielectric constant.
Fig.3, Moisture content vs Dielectric constant
In the rubber industry, the measurement of dry rubber
content in rubber latex has been found using liquid
dielectric cell. This method involves in finding of a
relation between the known value of DRC samples and its
respective dielectric constants, with varying the moisture
(water) content of various samples and the dielectric
constant is found. The dielectric constant increases with
increasing moisture content.
Fig.4,DRC Vs Dielectric constant
In spice industry the dielectric constant and loss factor has
found as a function of attenuation and phase shift
respectively. Both the dielectric constant and loss factor of
cardamom increased with moisture content an is shown in
International Journal of Electrical, Electronics and Communication Engineering (IJEEC)
Vol. 1, Issue. 1, April – 2015 ISSN (Online): 2395-6747
17
fig.5, The attenuation and phase shift also varies with
moisture content. The output power is decreased with
increased moisture content is shown in fig 6.
Fig.5, Moisture Content vs Dielectric Constant
Fig.6, Moisture Content vs output power
X REFERENCES
1. Nelson S.O., and Kraszewski A.W (1990), ‘Grain
moisture content determination by microwave
measurements’, Transactions ASAE, vol.33, No.4,
pp.1303-1306.
2. Nelson S.O., et.al.,(2000), ‘Using Cereal Grain
Permittivity for Sensing Moisture Content’, IEEE
Transactions on Instrumentation and Measurement.
vol.49, no.3, pp.470 – 473.
3. Sankaranarayanan P.E., et.al., (1997), ‘Process
instrumentation moisture monitor’ The paper
industry Technology and industry Kothari’s Desk
Book series pp 191-199.
4. Sankaranarayanan P.E., (1997), ‘Microwave based
moisture measurements in industries’ Proceedings
Instrumentation Technical Workshop pp 150-162.
5. Tewari J., et.al., (2003), ‘Direct near infrared
analysis of sugar cane clear juice using a fiber-optic
transmittance probe’, Journal of Near Infrared
spectroscopic. Vol.11, pp 351-356.
6. Tian-Su Y., and Nelson.S.O., (1988), ‘Microwave
Dielectric Properties of Rice Kernels’, Journal of
Microwave Power and Electromagnetic Energy.
vol.23, no.3, pp.150 – 157.
7. Trabelsi S., et.al., (1998), ‘New Density –
Independent Calibration Function for Microwave
Sensing of Moisture Content in Particulate
Materials’, IEEE Transactions on Instrumentation
and Measurement. vol.47, no.3, pp.613-622.
8. Trabelsi S., et.al., (2000), ‘Phase-Shift Ambiguity
in Microwave Dielectric Properties Measurements’,
IEEE Transactions on Instrumentation and
Measurement.vol.49, no.1, pp.56 – 59.
9. Trabelsi S., et.al., (2001), ‘New Calibration
Technique for Microwave Moisture Sensors’, IEEE
Transactions on Instrumentation and Measurement.
vol.50, no.4, pp.877 –881.
10. Jayanthy T and Sankaranarayanan P.E (2005),
‘Measurement of Dry Rubber Content in Rubber
Latex using microwave technique’ Journal of
Measurement Science Review, Vol 5, Section 3, pp
50-54.
11. Jayanthy T, Sankaranarayanan P.E and
Lakshmi.G.Prasad (2005), ‘Estimation of Dry
Rubber Content in Rubber Latex using free space
technique’ AUIB Journal of science and
Engineering, Vol 4.No.1 pp 49-52.
International Journal of Electrical, Electronics and Communication Engineering (IJEEC)
Vol. 1, Issue. 1, April – 2015 ISSN (Online): 2395-6747
18
12. Liu, Y. Y., Parinussa, R. M., Dorigo, W. A.,
De Jeu, R. A. M., Wagner, W.,
van Dijk, A. I. J. M., McCabe, M. F., and
Evans, J. P.: Developing an improved soil moisture
dataset by blending passive and active microwave
satellite-based retrievals, Hydrol. Earth Syst. Sci.,
15, 425-436, doi:10.5194/hess-15-425-2011, 2011
13. Shen, X., Mao, K., Quin, Q., Hong, Y. and Zhang,
G. (2013) Bare Surface Soil Moisture Estimation
Using Double Angle and Dual Polarization L-
Band Radar Data. IEEE Transactions on
Geoscience and Remote Sensing, 51, 3931-3942.

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  • 1. International Journal of Electrical, Electronics and Communication Engineering (IJEEC) Vol. 1, Issue. 1, April – 2015 ISSN (Online): 2395-6747 14 Abstract : Moisture content in products/substances can reduce the quality of the substance. Moisture occurs nearly in all substances and greatly affects the properties of the host material, forming critical aspects of cost and product quality. It also reduces the life time of the product .The accurate measurement of moisture requires the skill and time because of its inherent characteristic of water molecules to coexist with the moist materials through absorption and adsorption. Moisture content of most solids and liquids needs to be monitored and controlled because of the effect of moisture on product quality, storage conditions, product life, product weight and hence economic benefit.This can be done using microwave moisturemeasurement technique.In this paper we discuuss about how to measure the moisture content present in spice,sugarcane,food,rubber industries. Keywords: absorption,adsorption,microwave,moisture I INTRODUCTION Moisture content in products/substances is one of the key quality physical parameters in many industries. Moisture occurs nearly in all substances and greatly affects the properties of the host material, forming critical aspects of cost and product quality. The accurate measurement of moisture requires the skill and time because of its inherent characteristic of water molecules to coexist with the moist materials through absorption and adsorption. Moisture content of most solids and liquids needs to be monitored and controlled because of the effect of moisture on product quality, storage conditions, product life, product weight and hence economic benefits. Moisture content in solids is normally specified as percentage by weight. In liquids, water content is specified as percentage by weight or volume. Percentage of moisture with respect of dry weight Md = (Wm*100)/Wd [1] Percentage of moisture with respect of wet weight MW = (Wm*100)/(Wd+ Wm) [2] Where Wd is weight of dry material and Wm is weight of water. Moisture measurement is very important in various industries such as pulp and paper, sugar, rubber and spice industries. In pulp and paper, with too much moisture, the product is wasted and will send profits down the drain, whereas over drying will burn up the profit. In sugar industries moisture measurement is important because the concentration of juice relates to the sugar content . In rubber industry concentration of latex relates with the dry rubber content. The cost of the rubber directly depends on the dry rubber content. Moisture content in spices is important in determining the quality of the spice[2]. II MOISTURE MEASUREMENT METHODS Conventional methods such as gravimetric method, Karl- Fischer titration, electrical methods, nuclear and infrared absorption method are used to measure moisture content[3]. Among this microwave has many advantage than others. Microwave technique: Microwave techniques are attractive because at these frequencies the electrical energy is strongly absorbed by water because of the dipolar character of water molecules, and the effect of ionic conductivity is negligible[9]. Microwave techniques provides the advantages over other methods, such as low cost, good penetration in non-metallic materials, good resolution, non- invasive, pollution free, bulk information etc. Moisture content has been related to dielectric properties[8]. The advantage of using this technique over the traditional oven dried methods is that permittivity can be measured in near real time. This paper discussed about various microwave sensors used in various industries. III MOISTURE MEASUREMENT IN VARIOUS INDUSTRIES USING MICROWAVE SENSORS: When microwaves are directed towards a material, part of the energy is reflected, part is transmitted through the surface and out of this later quantity part of it is absorbed. The proportions of energy, which fall in to Microwave Moisture Measurement Technique In Industrial Application Dr. T. Jayanthi1 , B.Shiny Navya 2 , K.Vanitha3 2,3 UG Students, Department of Electronics and Communication Engineering, Panimalar Institute of Technology, Chennai, INDIA 1 Principal, Panimalar Institute of Technology, Chennai, INDIA
  • 2. International Journal of Electrical, Electronics and Communication Engineering (IJEEC) Vol. 1, Issue. 1, April – 2015 ISSN (Online): 2395-6747 15 these microwave ranges, have been defined in terms of the dielectric properties. * = ′-j″ [3] Where ′ = dielectric constant, and ″ = dielectric loss factor. The dielectric properties of a material are represented by a complex quantity know as permittivity. The real part of permittivity (′) is a measure of the energy stored and is called the dielectric constant. The imaginary part of permittivity (″) is a measure of the energy loss and is called the loss factor. Moisture measurement in Pulp and paper industry Bulk moisture in paper during production cannot be measured by using conventional methods such as gravimetric, Karl-Fischer titration and conductivity method. To solve this problem the microwave resonator sensor has been used. It has high accuracy and high sensitivity. This has been designed using the principle of resonant cavities. When a sample of wet paper is introduced in between the cavities, the resonant peak at the measuring mode would be shifted to another frequency. At the same time, the resonant peak at the reference mode does not shift. Hence the difference between the two resonant peaks can be measured. Bulk moisture can however, be measured by using cavity resonators measured and can be used to calculate the moisture content of the paper sample This is done microwave resonators frequency shift and permittivity have been derived. By measuring the resonant frequency, it is possible to calculate the permittivity constant of the material. The permittivity is proportional to the amount of water in paper sample and its moisture content value can be directly derived from the frequency shift measured. By using this technique, up to 80% moisture content can be measured. Estimation of sugar content in sugar cane Estimation of sugar content in sugar cane is important task in sugar refineries as well as in food industries because of continuous evolution during fermentation process. Early estimation of sugar content in cane juice also enables fixing the price of canes for procurement from the fields[6]. So it is felt that a quick method should be developed for estimating the sugar content in the field before cane harvesting and delivery to sugar factories would be highly useful. Sugar cane juice contains a large amount of water (80%) and organic matter (20%). The sugar content in sugar cane juice is measured by calculating the dielectric constant of the cane juice by using liquid dielectric cell and is shown in Fig 1. Fig.1,Measurement of sugar content in cane juice Dielectric liquid cell Determination of Dry Rubber Content in rubber latex One of the industrial applications of microwave is in the detection of Dry Rubber Content in the natural latex obtained from Hevea brasiliensis. The cost of the rubber directly depends on the Dry Rubber Content (DRC)[10,11]. At present, conventional method consumes a large amount of time and does not remove the allergy causing proteins from natural rubber. Therefore, the proposed electronic method of detection of Dry Rubber Content in the present scenario is the most advantageous, since rubber has high economic importance and industrial demand. The determination of Dry Rubber Content in the natural latex obtained from Hevea Brasiliensis is carried out by microwave techniques. By using the above liquid dielectric cell shown in fig 1, DRC is calculated indirectly by measuring the dielectric constant. This method involves in finding of a relation between the known value of DRC samples and its respective dielectric constants, with varying the moisture (water) content of various samples and the dielectric constant is found. The dielectric constant increases with increasing moisture content. Spice industry In spice industries, resistance type and RF capacitance type moisture meters are commonly being used to measure the moisture content. The transmission line method is best for solid materials that can be precisely machined to fit inside a coaxial or waveguide airline. Although it is more accurate than the coaxial probe technique, it is still somewhat limited in resolution for low loss materials. The resonant cavity system consists of a resonant cavity connected between the source and detector. The dielectric properties can be calculated from the transmission response of the cavity, measured empty and then with the sample. The bulk moisture content in paper industries has been measured by using microwave resonator. The resonator technique has been used. This method has the advantage of low cost but spice samples are
  • 3. International Journal of Electrical, Electronics and Communication Engineering (IJEEC) Vol. 1, Issue. 1, April – 2015 ISSN (Online): 2395-6747 16 Detector Frequency meter AttenuatorIsolator Klystron Power Supply Klystron Oscillator Slotted section Slotted sectionCRO Horn antenna Acrylic plate Sample holder crushed and wasted. The RF capacitance type moisture meters measure the capacitance of the samples between the two electrodes, thus sensing the dielectric constant of spice. (Nelson S.O., et.al., 2000, Trabelsi S., et.al., 1998). The spice moisture meter has been developed to measure the dielectric properties of spices such as cardamom and pepper with various moisture contents by calculating the attenuation and phase shift. Fig.2 ,Measurement of moisture in spices using Free space method Free–space technique is shown in fig 2.It is also grouped under non-destructive and contact-less measuring methods. In our work, this technique has been used for measurement of moisture in the spice industry. In this technique, a sample is placed between a transmitting antenna and a receiving antenna and the attenuation and phase shift of the signal are measured, the results of which can be used to translate the material dielectric properties. Accurate measurement of the permittivity over a wide range of frequencies are achieved by free space techniques. Upon placing the dry sample on the sensor the frequency shown in the VNA is 1.003 GHz. For the moist sample the resonant frequency is decreased with the increase in the IV RESULTS AND DISCUSSIONS: The moisture content as applicable in various industries has been computed using microwaves with different methods. In the case of paper industry, the relationship between permittivity and frequency shift has been utilised. Since the permittivity is proportional to the frequency shift, the moisture content value can be directly derived from the frequency shift measured. In the sugar industry, the estimation of sugar content in sugar cane has been done by using liquid dielectric cell. The concentration of cane juice has been found to decrease with increasing dielectric constant, and the sugar content is measured from the dielectric constant. Fig.3, Moisture content vs Dielectric constant In the rubber industry, the measurement of dry rubber content in rubber latex has been found using liquid dielectric cell. This method involves in finding of a relation between the known value of DRC samples and its respective dielectric constants, with varying the moisture (water) content of various samples and the dielectric constant is found. The dielectric constant increases with increasing moisture content. Fig.4,DRC Vs Dielectric constant In spice industry the dielectric constant and loss factor has found as a function of attenuation and phase shift respectively. Both the dielectric constant and loss factor of cardamom increased with moisture content an is shown in
  • 4. International Journal of Electrical, Electronics and Communication Engineering (IJEEC) Vol. 1, Issue. 1, April – 2015 ISSN (Online): 2395-6747 17 fig.5, The attenuation and phase shift also varies with moisture content. The output power is decreased with increased moisture content is shown in fig 6. Fig.5, Moisture Content vs Dielectric Constant Fig.6, Moisture Content vs output power X REFERENCES 1. Nelson S.O., and Kraszewski A.W (1990), ‘Grain moisture content determination by microwave measurements’, Transactions ASAE, vol.33, No.4, pp.1303-1306. 2. Nelson S.O., et.al.,(2000), ‘Using Cereal Grain Permittivity for Sensing Moisture Content’, IEEE Transactions on Instrumentation and Measurement. vol.49, no.3, pp.470 – 473. 3. Sankaranarayanan P.E., et.al., (1997), ‘Process instrumentation moisture monitor’ The paper industry Technology and industry Kothari’s Desk Book series pp 191-199. 4. Sankaranarayanan P.E., (1997), ‘Microwave based moisture measurements in industries’ Proceedings Instrumentation Technical Workshop pp 150-162. 5. Tewari J., et.al., (2003), ‘Direct near infrared analysis of sugar cane clear juice using a fiber-optic transmittance probe’, Journal of Near Infrared spectroscopic. Vol.11, pp 351-356. 6. Tian-Su Y., and Nelson.S.O., (1988), ‘Microwave Dielectric Properties of Rice Kernels’, Journal of Microwave Power and Electromagnetic Energy. vol.23, no.3, pp.150 – 157. 7. Trabelsi S., et.al., (1998), ‘New Density – Independent Calibration Function for Microwave Sensing of Moisture Content in Particulate Materials’, IEEE Transactions on Instrumentation and Measurement. vol.47, no.3, pp.613-622. 8. Trabelsi S., et.al., (2000), ‘Phase-Shift Ambiguity in Microwave Dielectric Properties Measurements’, IEEE Transactions on Instrumentation and Measurement.vol.49, no.1, pp.56 – 59. 9. Trabelsi S., et.al., (2001), ‘New Calibration Technique for Microwave Moisture Sensors’, IEEE Transactions on Instrumentation and Measurement. vol.50, no.4, pp.877 –881. 10. Jayanthy T and Sankaranarayanan P.E (2005), ‘Measurement of Dry Rubber Content in Rubber Latex using microwave technique’ Journal of Measurement Science Review, Vol 5, Section 3, pp 50-54. 11. Jayanthy T, Sankaranarayanan P.E and Lakshmi.G.Prasad (2005), ‘Estimation of Dry Rubber Content in Rubber Latex using free space technique’ AUIB Journal of science and Engineering, Vol 4.No.1 pp 49-52.
  • 5. International Journal of Electrical, Electronics and Communication Engineering (IJEEC) Vol. 1, Issue. 1, April – 2015 ISSN (Online): 2395-6747 18 12. Liu, Y. Y., Parinussa, R. M., Dorigo, W. A., De Jeu, R. A. M., Wagner, W., van Dijk, A. I. J. M., McCabe, M. F., and Evans, J. P.: Developing an improved soil moisture dataset by blending passive and active microwave satellite-based retrievals, Hydrol. Earth Syst. Sci., 15, 425-436, doi:10.5194/hess-15-425-2011, 2011 13. Shen, X., Mao, K., Quin, Q., Hong, Y. and Zhang, G. (2013) Bare Surface Soil Moisture Estimation Using Double Angle and Dual Polarization L- Band Radar Data. IEEE Transactions on Geoscience and Remote Sensing, 51, 3931-3942.