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IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
_______________________________________________________________________________________
Volume: 03 Special Issue: 01 | NC-WiCOMET-2014 | Mar-2014, Available @ http://www.ijret.org 43
MULTICARRIER UNDERWATER ACOUSTIC COMMUNICATION- A
SURVEY
Sharan Baby George1
, Suriyakala .C. D2
1
PG Student, [Wireless Technology], 2
Professor, Dept. of ECE, Toc H Institute of Science and Technology, Cochin,
Kerala, India
Abstract
Underwater communication has captured tremendous attention in the last few years. The varied applications ranging over
commercial, scientific and military activities require efficient communication under water. Acoustic waves stand out as the best
medium for communicating underwater. But underwater communication has to encounter effects of spreading loss, path loss, ambient
noise, multipath propagation, Doppler effects etc. In this juncture, identifying suitable underwater acoustic channel model (UAC) is
very important for minimum BER communication through underwater by considering water depth, frequency and range. Also the
typical long delay spread and the resulting intersymbol interference inherent in underwater acoustic channels has to be dealt with.
Multicarrier modulation is a solution to this problem. In this paper an analysis on the existing works related to underwater acoustic
communication covering the channel modeling techniques and modulation schemes are presented and the best technique is proposed.
Keywords: Underwater acoustic channel, Multicarrier modulation
-----------------------------------------------------------------------***-----------------------------------------------------------------------
1. INTRODUCTION
The varied applications of wireless underwater
communication such as oil industry communications,
environmental monitoring, scientific explorations beneath
ocean, search and rescue missions, monitoring and controlling
commercial activities, interactions between underwater
acoustic vehicles, ocean floor mapping, etc requires
communication techniques for transmission of data between
two or more nodes located underwater. Radio, optical and
acoustic techniques are suitable candidates for communicating
underwater. Radio waves succumb extremely to the effects of
attenuation. Only the lower frequency ranges can be used for
communication and hence requires large antennas with high
transmission power. Optical techniques are much affected by
scattering than attenuation. High precision optical equipments
are required to overcome scattering. As such acoustic
techniques emerge as the best possible way to communicate
underwater. Acoustic techniques in spite of being the best
option for underwater communication face many challenges
for efficient communication. The continuously varying nature
of underwater medium poses many hurdles. The density and
temperature of water varies over depth. Suspended particles of
solid or gaseous matter result in the non-homogeneities of the
water. The channel boundaries acts as reflecting layers and
hence the acoustic signals travel along multiple propagation
paths. This phenomenon, known as multipath propagation
results in delay spread and ISI. Also the underwater medium is
in a state of constant motion which will induce relative motion
among the transmitter and receiver creating Doppler effects.
The ambient noise associated with the channel is also a
challenge as it varies with frequency. Addressing the effects of
the above challenges into a channel model is the first phase for
underwater communication. The second step is to devise a
suitable modulation scheme which could provide better data
rate for a favorable bit-error-rate (BER). Section 2 describes
the current works regarding the various channel parameters
followed by the modulation schemes used. In section 4 a
solution based on the survey is proposed.
2. CHANNEL PARAMETERS
2.1 Sound Speed Modeling
Underwater medium consists of several thermo cline regions.
Density and temperature of the medium change with depth.
This results in variation of sound speed in water from the
typical value of 1500m/s. Several models have been developed
to account for sound speed variations in water for varying
parameters. Medwin formula [1], one of the initial efforts to
model sound speed takes into account the effects of
temperature and salinity. Abdollah Doosti Aref et.al, 2011 has
discussed the results of Medwin formula and has suggested a
modification. The modified formula, models sound speed by a
10th order polynomial for varying depth, temperature and
salinity. The results of the modified formula have been
presented and have been shown to convolve with the
experimental data obtained with reference to the Persian Gulf.
Anuj Sehgal et.al, 2010 has used the McKinsey model to
evaluate the sound speed variation. The variation in sound
speed with temperature for different depths using the
McKinsey model has been shown below. The temperature is
taken in degree Celsius and depth is in meters.
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
_______________________________________________________________________________________
Volume: 03 Special Issue: 01 | NC-WiCOMET-2014 | Mar-2014, Available @ http://www.ijret.org 44
Fig -1: Variation of sound speed with temperature
Figure 1 shows the change in speed of sound with
temperature. It can be observed that sound speed increases
with both depth and temperature.
2.2 Path Loss Modeling
Acoustic signals incur losses over time during its propagation.
The effects of spreading loss and absorption loss are
collectively known as path loss. Acoustic signal spreads in the
channel and the loss is observed along the transmission
distance. The depth of the water column determines the nature
of spreading. Acoustic signals spread spherically in deep water
channels and cylindrically in shallow water channel. The
spreading coefficient k denotes the nature of spreading i.e. it is
assumed a value 1 for cylindrical and 2 for spherical spreading
[3]. Generally spreading coefficient is taken as 1.5 so as to
include the effects of both cylindrical and spherical spreading.
Absorption loss, observed in the underwater channel is a
frequency dependent parameter. Acoustic signals, over its
course of propagation, lose energy due to this absorption.
Many models have been developed to predict the absorption
loss suffered by acoustic signals. Thorp model, one of the
earlier techniques to obtain the absorption coefficient has been
used by Chengsheng Pan et.al, 2012. Thorp model evaluates
the absorption coefficient in terms of frequency. The works
done by Anuj Sehgal et.al, 2009 has emphasized on this factor
and suggests the Fisher and Simmons model over Thorp
model as the former considers depth and temperature effects
along with frequency to obtain the attenuation coefficient.
They have depicted the attenuation coefficient as per both the
models and have made a comparison in terms of accuracy.
Fig -2: Absorption coefficient as predicted by the Thorp and
Fisher & Simmons models at varying depths [5]
The coefficients were obtained for a temperature of 4 degree
Celsius. It can be seen that Thorp model values have
significant variation from Fisher and Simmons model. This
variation is due to the inculcation of the effects of relaxation
frequencies of Boric acid and Magnesium Sulphate in Fisher
and Simmons model. Fisher and Simmons model assumes the
Lyman and Fleming standard for water i.e. salinity = 35 and
pH = 8 and is valid in the frequency range of 100 Hz to 1
MHz. Francois and Garrison model which is developed from
Fisher and Simmons model can also be used to model the
attenuation coefficient [6]. In the works done by Anuj Sehgal
et.al, 2010, the Ainsley and McColm equation has been used
to obtain the absorption coefficient considering the effects of
salinity and pH as well. F. De Rango et.al, 2012 has used
Schulkin and Marsh model. A choice can be made among the
various attenuation coefficient models mentioned above based
on the application requirements. The attenuation coefficient
for a frequency range up to 1 MHz according to Fisher and
Simmons model is shown below
Fig -3: Attenuation coefficient for varying frequency
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
_______________________________________________________________________________________
Volume: 03 Special Issue: 01 | NC-WiCOMET-2014 | Mar-2014, Available @ http://www.ijret.org 45
Attenuation for higher frequencies is more when compared to
that of the lower frequency range as it is evident in the graph.
Also a decline in attenuation is observed for increasing depth.
2.3 Multipath Modeling
In an underwater channel, multiple propagation paths are
possible for a signal. The reflecting abilities of the channel
boundaries and the refracting capability of the water medium
result in this multipath propagation. Each of the propagation
path acts as a low pass filter. The acoustic waves apart from
the direct incident wave undergo multiple reflections along the
channel boundaries. The signals travelling through these
multiple paths have different gain values which vary over
time. This variation observed in signal gain over time is due to
the shifting of reflection points in the channel. This results in
the time varying nature of the channel. The variation of signal
gain can be modeled by various techniques. Some works
suggests that the signal gain variation obeys the Rayleigh
distribution [4]. Ray theoretical model is another approach to
model the multipath effect. Different authors in their works
[1,2] [6-9] have employed this model to simulate the multipath
effects. Ray theoretical models include the physical properties
of the channel. It provides the gain transfer function
corresponding to each multipath in terms of cumulative
reflection coefficient and path loss. Mandar Chitre, 2007 has
suggested a method along with the ray theoretical model to
bring out the time varying multipath effects. It can be inferred
that ray theoretical model is a good technique to model the
multipath effects.
2.4 Doppler Effect
An ideal channel model assumes the underwater channel to be
in a state of rest. But in the real world scenario, the underwater
medium is in a constant state of motion. This results in relative
motion between transmitter and receiver. These movements
can induce changes in the channel response through Doppler
effects. Doppler effect is dependent on both the relative
velocity of transmitter/receiver and the sound speed and is
given through the Doppler factor which is the ratio of the
above terms. Doppler effect will introduce frequency shifting
and frequency spreading. In frequency shifting, a frequency
offset depending on the Doppler factor is introduced. During
frequency spreading, the signal is scaled in time by a factor
proportional to the Doppler factor resulting in a change in the
pulse duration. Due to the negligible speed of sound with
respect to the speed of electromagnetic waves, motion-induced
Doppler distortion is predominant in an acoustic signal and
has to be considered. In a conventional approach to OFDM
signal detection, each block is detected independently. This
can be done by allocating null subcarriers for frequency offset
estimation, and pilot subcarriers for channel estimation. Milica
Stojanovic, 2008 has considered the Doppler effects on the
signal and has explained an estimation technique for the
Doppler factor.
2.5 Noise Modeling
The noise observed in underwater channel is different from
that seen in the radio channel. Underwater noises are found to
be frequency dependent. The primary noises are turbulence,
shipping, wind and thermal. Each of these noises is dominant
in certain areas of the frequency spectrum. Turbulence noise is
prominent in the low frequency range. Shipping noise has its
toll in the 10Hz to 100 Hz range whereas the wind noise is in
the 100 Hz to 100 kHz range. Thermal noise appears only
beyond 100 kHz. Anuj Sehgal et.al, 2009 has used the Wenz
model to obtain the noise values. Chengsheng Pan et.al, 2012
has also depended on the Wenz model to account for the
noise, but with a modification regarding the thermal noise. As
a modification, the effects of noises produced by the receiver
and transmitter are also included along with the thermal noise
of the channel. Mandar Chitre, 2007 has considered the effects
of snapping shrimp noise for warm shallow water channels
and Yigit Mahmutoglu, 2013 has included the effects of rain
also. It appears that Wenz model is capable of estimating the
noises efficiently and noise curves obtained using the model is
shown below.
Fig -4: Turbulence noise
Fig -5: Shipping noise
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
_______________________________________________________________________________________
Volume: 03 Special Issue: 01 | NC-WiCOMET-2014 | Mar-2014, Available @ http://www.ijret.org 46
Fig -6: Wind noise
Fig -7: Thermal noise
3. MODULATION SCHEME
Along with the channel considerations, impeccable attention is
to be made on the modulation scheme. Earlier underwater
systems relied on single carrier modulation schemes. Such
schemes trailed in terms of data rate and the adverse effects of
ISI. Multicarrier modulation schemes emerged as a promising
solution to these problems. OFDM, one of the best
multicarrier schemes, has been used in many works [
12,13,14,15] as it has many inherent advantages. In OFDM,
the data is distributed over carriers that are spaced in
frequency domain. This spacing provides orthogonality, which
helps the demodulator in rejecting frequencies other than their
own. OFDM splits the data and increases the symbol duration
which will help in combating ISI [16]. Also existing
modulation schemes such as BPSK, QPSK, DQPSK, QAM etc
can be used as subcarrier modulation to better enhance the
performance of the system. Geert Leus et.al, 2008 has used
QPSK modulation scheme. Ram Pattarkine, has suggested the
use of DQPSK signaling along with OFDM and concluded
that it offers better data rate. Zahra Taheri Hanjani, 2012 has
made a comparison between QAM and PSK in an OFDM
system and observed that QAM can provide better data rate
but with a compromise on bit-error-rate (BER). A suitable
modulation scheme can be opted which will provide better
performance with respect to the requirements.
4. PROPOSED SYSTEM
With the inferences drawn from survey, a standard channel
model describing the above effects of the UWA channel can
be developed. As it is observed that the McKinsey equation
can successfully model the sound speed variation, the same
can be adopted. Regarding the absorption loss, the Fisher and
Simmons model can be preferred as it can yield comparable
results within the constraints. The Ray theoretical model along
with the time varying effects and the Doppler estimation
technique described by Milica Stojanovic, 2008 can account
for the time varying multipath UWA channel with Doppler
distortions. As for the noise in the channel, Wenz model is an
apt solution. The survey also highlighted the challenges
regarding the modulation schemes that are used for
underwater communication. OFDM for its inherent merits
along with suitable subcarrier modulation schemes can
enhance the performance in terms of BER and data rate. QAM
and DQPSK are suitable candidates for subcarrier modulation
schemes as it has been proved to have better outcomes
regarding BER and data rate.
5. CONCLUSIONS
A universally applicable channel model incorporating all the
UWA channel parameters along with a suitable modulation
scheme is essential for the designing of new efficient systems.
We are proposing an all-encompassing channel model along
with the suggestion for the choice of a suitable modulation
scheme.
REFERENCES
[1] F. De Rango, F. Veltri and P. Fazio, “A Multipath
Fading Channel Model for Underwater Shallow
Acoustic Communications” IEEE Signal Processing for
Communications Symposium pp 3811- 3815, 2012
[2] Abdollah Doosti Aref, Mohammad Javad Jannati and
Vahid Tabataba Vakili, “ Design and Simulation of a
Secure and Robust Underwater Acoustic
Communication System in the Persian Gulf”, scientific
research Communications and Network v, 3, pp 99-112,
2011
[3] Anuj Sehgal, Iyad Tumar and Jürgen Schönwälder, “
Effects of Climate Change and Anthropogenic Ocean
Acidification on Underwater”, IEEE Acoustic
Communications, 2010
[4] Chengsheng Pan, Liangchen Jia, Ruiyan Cai and
Yuanming Ding, “ Modeling And Simulation Of
Channel For Underwater Communication Network”
International Journal of Innovative Computing,
Information and Control ICIC 1349-4198 Volume
8, Number 3(B) pp. 2149-2156, March 2012
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
_______________________________________________________________________________________
Volume: 03 Special Issue: 01 | NC-WiCOMET-2014 | Mar-2014, Available @ http://www.ijret.org 47
[5] Anuj Sehgal, Iyad Tumar, Jürgen Schönwälder,
“Variability of Available Capacity due to the Effects
of Depth and Temperature in the Underwater Acoustic
Communication Channel” , IEEE, 2009
[6] Kalangi Pullarao Prasanth, a thesis on “Modelling and
Simulation of an Underwater Acoustic Communication
Channel”
[7] Mandar Chitre, “ A high-frequency warm shallow
water acoustic communications channel model and
measurements”, Acoustical Society of America, pp:
2580–2586, November 2007
[8] Muhammad Ali Raza Anjum, “Underwater Acoustic
Channel Modeling, Simulation, and Estimation”,
Proceedings of International Bhurban Conference on
Applied Sciences & Technology Islamabad, Pakistan,
pp 236-239, January 10 – 13, 2011.
[9] Zahra Taheri Hanjani, “A New Approach for OFDM
system over Acoustic Communication Channel in Low
Depth Waters”, Journal of Basic and Applied Scientific
Research, 2(11)11514-11520, 2012
[10] Milica Stojanovic, “ Underwater Acoustic
Communications: Design Considerations on the
Physical Layer”, 2008
[11] Yigit Mahmutoglu, Ayhan Yazgan, Emin Tugcu, and I.
Hakki Cavdar, “ The Effects of Sea Environmental
Conditions on the Underwater Acoustic
Communication Systems “,IEEE, pg 133-137, 2013
[12] Byung-Chul Kim and I-Tai Lu, “Parameter Study of
OFDM Underwater Communications System”, 0-7803-
6551-8/00/ 02000 IEEE
[13] Geert Leus and Paul A. van Walree, “Multiband
OFDM for Covert Acoustic Communications”, IEEE
journal on selected areas in communications, vol. 26,
no. 9, December 2008
[14] Ram Pattarkine, “High Rate OFDM Acoustic Link for
Underwater Communication”
[15] Sean Mason, Christian Berger, Shengli Zhou, Keenan
Ball, Lee Freitag and Peter Willett, “An OFDM
Design For Underwater Acoustic Channels With
Doppler Spread” , IEEE Signal Processing Education
Workshop, pp138-143, 2009
[16] V Garg. “ Wireless Communications and Networking”,
by Elsevier Inc 2007
BIOGRAPHIES
Sharan Baby George received his B.Tech.
Degree in Electronics and Communication
from Toc H Institute of Science and
Technology, Kerala in 2012. Currently he is
pursuing his M.Tech. degree in Wireless
Technology at Toc H Institute of Science and Technology. His
areas of interests include wireless communication and sensor
networking.
Suriyakala.C.D is an Engineering
Graduate in Electronics and
Communication Engineering from
Manipal Institute of Technology,
Manipal. She did her Masters M.S. (By
Research) from Anna University,
Chennai & PhD from Sathyabama
University. At present, she is associated with Electronics and
Communication Department, PG Studies, Toc H Institute of
Science & Technology, Cochin, Kerala. She has a total
experience of 21, years which includes teaching as well as
research. Received Two sponsored projects (NRSC& DRDO)
and around 75 publications in refereed conferences and
journals added credit in her career .Her research area is in
software Agents for Communication Engineering.

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Multicarrier underwater acoustic communication a

  • 1. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 _______________________________________________________________________________________ Volume: 03 Special Issue: 01 | NC-WiCOMET-2014 | Mar-2014, Available @ http://www.ijret.org 43 MULTICARRIER UNDERWATER ACOUSTIC COMMUNICATION- A SURVEY Sharan Baby George1 , Suriyakala .C. D2 1 PG Student, [Wireless Technology], 2 Professor, Dept. of ECE, Toc H Institute of Science and Technology, Cochin, Kerala, India Abstract Underwater communication has captured tremendous attention in the last few years. The varied applications ranging over commercial, scientific and military activities require efficient communication under water. Acoustic waves stand out as the best medium for communicating underwater. But underwater communication has to encounter effects of spreading loss, path loss, ambient noise, multipath propagation, Doppler effects etc. In this juncture, identifying suitable underwater acoustic channel model (UAC) is very important for minimum BER communication through underwater by considering water depth, frequency and range. Also the typical long delay spread and the resulting intersymbol interference inherent in underwater acoustic channels has to be dealt with. Multicarrier modulation is a solution to this problem. In this paper an analysis on the existing works related to underwater acoustic communication covering the channel modeling techniques and modulation schemes are presented and the best technique is proposed. Keywords: Underwater acoustic channel, Multicarrier modulation -----------------------------------------------------------------------***----------------------------------------------------------------------- 1. INTRODUCTION The varied applications of wireless underwater communication such as oil industry communications, environmental monitoring, scientific explorations beneath ocean, search and rescue missions, monitoring and controlling commercial activities, interactions between underwater acoustic vehicles, ocean floor mapping, etc requires communication techniques for transmission of data between two or more nodes located underwater. Radio, optical and acoustic techniques are suitable candidates for communicating underwater. Radio waves succumb extremely to the effects of attenuation. Only the lower frequency ranges can be used for communication and hence requires large antennas with high transmission power. Optical techniques are much affected by scattering than attenuation. High precision optical equipments are required to overcome scattering. As such acoustic techniques emerge as the best possible way to communicate underwater. Acoustic techniques in spite of being the best option for underwater communication face many challenges for efficient communication. The continuously varying nature of underwater medium poses many hurdles. The density and temperature of water varies over depth. Suspended particles of solid or gaseous matter result in the non-homogeneities of the water. The channel boundaries acts as reflecting layers and hence the acoustic signals travel along multiple propagation paths. This phenomenon, known as multipath propagation results in delay spread and ISI. Also the underwater medium is in a state of constant motion which will induce relative motion among the transmitter and receiver creating Doppler effects. The ambient noise associated with the channel is also a challenge as it varies with frequency. Addressing the effects of the above challenges into a channel model is the first phase for underwater communication. The second step is to devise a suitable modulation scheme which could provide better data rate for a favorable bit-error-rate (BER). Section 2 describes the current works regarding the various channel parameters followed by the modulation schemes used. In section 4 a solution based on the survey is proposed. 2. CHANNEL PARAMETERS 2.1 Sound Speed Modeling Underwater medium consists of several thermo cline regions. Density and temperature of the medium change with depth. This results in variation of sound speed in water from the typical value of 1500m/s. Several models have been developed to account for sound speed variations in water for varying parameters. Medwin formula [1], one of the initial efforts to model sound speed takes into account the effects of temperature and salinity. Abdollah Doosti Aref et.al, 2011 has discussed the results of Medwin formula and has suggested a modification. The modified formula, models sound speed by a 10th order polynomial for varying depth, temperature and salinity. The results of the modified formula have been presented and have been shown to convolve with the experimental data obtained with reference to the Persian Gulf. Anuj Sehgal et.al, 2010 has used the McKinsey model to evaluate the sound speed variation. The variation in sound speed with temperature for different depths using the McKinsey model has been shown below. The temperature is taken in degree Celsius and depth is in meters.
  • 2. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 _______________________________________________________________________________________ Volume: 03 Special Issue: 01 | NC-WiCOMET-2014 | Mar-2014, Available @ http://www.ijret.org 44 Fig -1: Variation of sound speed with temperature Figure 1 shows the change in speed of sound with temperature. It can be observed that sound speed increases with both depth and temperature. 2.2 Path Loss Modeling Acoustic signals incur losses over time during its propagation. The effects of spreading loss and absorption loss are collectively known as path loss. Acoustic signal spreads in the channel and the loss is observed along the transmission distance. The depth of the water column determines the nature of spreading. Acoustic signals spread spherically in deep water channels and cylindrically in shallow water channel. The spreading coefficient k denotes the nature of spreading i.e. it is assumed a value 1 for cylindrical and 2 for spherical spreading [3]. Generally spreading coefficient is taken as 1.5 so as to include the effects of both cylindrical and spherical spreading. Absorption loss, observed in the underwater channel is a frequency dependent parameter. Acoustic signals, over its course of propagation, lose energy due to this absorption. Many models have been developed to predict the absorption loss suffered by acoustic signals. Thorp model, one of the earlier techniques to obtain the absorption coefficient has been used by Chengsheng Pan et.al, 2012. Thorp model evaluates the absorption coefficient in terms of frequency. The works done by Anuj Sehgal et.al, 2009 has emphasized on this factor and suggests the Fisher and Simmons model over Thorp model as the former considers depth and temperature effects along with frequency to obtain the attenuation coefficient. They have depicted the attenuation coefficient as per both the models and have made a comparison in terms of accuracy. Fig -2: Absorption coefficient as predicted by the Thorp and Fisher & Simmons models at varying depths [5] The coefficients were obtained for a temperature of 4 degree Celsius. It can be seen that Thorp model values have significant variation from Fisher and Simmons model. This variation is due to the inculcation of the effects of relaxation frequencies of Boric acid and Magnesium Sulphate in Fisher and Simmons model. Fisher and Simmons model assumes the Lyman and Fleming standard for water i.e. salinity = 35 and pH = 8 and is valid in the frequency range of 100 Hz to 1 MHz. Francois and Garrison model which is developed from Fisher and Simmons model can also be used to model the attenuation coefficient [6]. In the works done by Anuj Sehgal et.al, 2010, the Ainsley and McColm equation has been used to obtain the absorption coefficient considering the effects of salinity and pH as well. F. De Rango et.al, 2012 has used Schulkin and Marsh model. A choice can be made among the various attenuation coefficient models mentioned above based on the application requirements. The attenuation coefficient for a frequency range up to 1 MHz according to Fisher and Simmons model is shown below Fig -3: Attenuation coefficient for varying frequency
  • 3. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 _______________________________________________________________________________________ Volume: 03 Special Issue: 01 | NC-WiCOMET-2014 | Mar-2014, Available @ http://www.ijret.org 45 Attenuation for higher frequencies is more when compared to that of the lower frequency range as it is evident in the graph. Also a decline in attenuation is observed for increasing depth. 2.3 Multipath Modeling In an underwater channel, multiple propagation paths are possible for a signal. The reflecting abilities of the channel boundaries and the refracting capability of the water medium result in this multipath propagation. Each of the propagation path acts as a low pass filter. The acoustic waves apart from the direct incident wave undergo multiple reflections along the channel boundaries. The signals travelling through these multiple paths have different gain values which vary over time. This variation observed in signal gain over time is due to the shifting of reflection points in the channel. This results in the time varying nature of the channel. The variation of signal gain can be modeled by various techniques. Some works suggests that the signal gain variation obeys the Rayleigh distribution [4]. Ray theoretical model is another approach to model the multipath effect. Different authors in their works [1,2] [6-9] have employed this model to simulate the multipath effects. Ray theoretical models include the physical properties of the channel. It provides the gain transfer function corresponding to each multipath in terms of cumulative reflection coefficient and path loss. Mandar Chitre, 2007 has suggested a method along with the ray theoretical model to bring out the time varying multipath effects. It can be inferred that ray theoretical model is a good technique to model the multipath effects. 2.4 Doppler Effect An ideal channel model assumes the underwater channel to be in a state of rest. But in the real world scenario, the underwater medium is in a constant state of motion. This results in relative motion between transmitter and receiver. These movements can induce changes in the channel response through Doppler effects. Doppler effect is dependent on both the relative velocity of transmitter/receiver and the sound speed and is given through the Doppler factor which is the ratio of the above terms. Doppler effect will introduce frequency shifting and frequency spreading. In frequency shifting, a frequency offset depending on the Doppler factor is introduced. During frequency spreading, the signal is scaled in time by a factor proportional to the Doppler factor resulting in a change in the pulse duration. Due to the negligible speed of sound with respect to the speed of electromagnetic waves, motion-induced Doppler distortion is predominant in an acoustic signal and has to be considered. In a conventional approach to OFDM signal detection, each block is detected independently. This can be done by allocating null subcarriers for frequency offset estimation, and pilot subcarriers for channel estimation. Milica Stojanovic, 2008 has considered the Doppler effects on the signal and has explained an estimation technique for the Doppler factor. 2.5 Noise Modeling The noise observed in underwater channel is different from that seen in the radio channel. Underwater noises are found to be frequency dependent. The primary noises are turbulence, shipping, wind and thermal. Each of these noises is dominant in certain areas of the frequency spectrum. Turbulence noise is prominent in the low frequency range. Shipping noise has its toll in the 10Hz to 100 Hz range whereas the wind noise is in the 100 Hz to 100 kHz range. Thermal noise appears only beyond 100 kHz. Anuj Sehgal et.al, 2009 has used the Wenz model to obtain the noise values. Chengsheng Pan et.al, 2012 has also depended on the Wenz model to account for the noise, but with a modification regarding the thermal noise. As a modification, the effects of noises produced by the receiver and transmitter are also included along with the thermal noise of the channel. Mandar Chitre, 2007 has considered the effects of snapping shrimp noise for warm shallow water channels and Yigit Mahmutoglu, 2013 has included the effects of rain also. It appears that Wenz model is capable of estimating the noises efficiently and noise curves obtained using the model is shown below. Fig -4: Turbulence noise Fig -5: Shipping noise
  • 4. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 _______________________________________________________________________________________ Volume: 03 Special Issue: 01 | NC-WiCOMET-2014 | Mar-2014, Available @ http://www.ijret.org 46 Fig -6: Wind noise Fig -7: Thermal noise 3. MODULATION SCHEME Along with the channel considerations, impeccable attention is to be made on the modulation scheme. Earlier underwater systems relied on single carrier modulation schemes. Such schemes trailed in terms of data rate and the adverse effects of ISI. Multicarrier modulation schemes emerged as a promising solution to these problems. OFDM, one of the best multicarrier schemes, has been used in many works [ 12,13,14,15] as it has many inherent advantages. In OFDM, the data is distributed over carriers that are spaced in frequency domain. This spacing provides orthogonality, which helps the demodulator in rejecting frequencies other than their own. OFDM splits the data and increases the symbol duration which will help in combating ISI [16]. Also existing modulation schemes such as BPSK, QPSK, DQPSK, QAM etc can be used as subcarrier modulation to better enhance the performance of the system. Geert Leus et.al, 2008 has used QPSK modulation scheme. Ram Pattarkine, has suggested the use of DQPSK signaling along with OFDM and concluded that it offers better data rate. Zahra Taheri Hanjani, 2012 has made a comparison between QAM and PSK in an OFDM system and observed that QAM can provide better data rate but with a compromise on bit-error-rate (BER). A suitable modulation scheme can be opted which will provide better performance with respect to the requirements. 4. PROPOSED SYSTEM With the inferences drawn from survey, a standard channel model describing the above effects of the UWA channel can be developed. As it is observed that the McKinsey equation can successfully model the sound speed variation, the same can be adopted. Regarding the absorption loss, the Fisher and Simmons model can be preferred as it can yield comparable results within the constraints. The Ray theoretical model along with the time varying effects and the Doppler estimation technique described by Milica Stojanovic, 2008 can account for the time varying multipath UWA channel with Doppler distortions. As for the noise in the channel, Wenz model is an apt solution. The survey also highlighted the challenges regarding the modulation schemes that are used for underwater communication. OFDM for its inherent merits along with suitable subcarrier modulation schemes can enhance the performance in terms of BER and data rate. QAM and DQPSK are suitable candidates for subcarrier modulation schemes as it has been proved to have better outcomes regarding BER and data rate. 5. CONCLUSIONS A universally applicable channel model incorporating all the UWA channel parameters along with a suitable modulation scheme is essential for the designing of new efficient systems. We are proposing an all-encompassing channel model along with the suggestion for the choice of a suitable modulation scheme. REFERENCES [1] F. De Rango, F. Veltri and P. Fazio, “A Multipath Fading Channel Model for Underwater Shallow Acoustic Communications” IEEE Signal Processing for Communications Symposium pp 3811- 3815, 2012 [2] Abdollah Doosti Aref, Mohammad Javad Jannati and Vahid Tabataba Vakili, “ Design and Simulation of a Secure and Robust Underwater Acoustic Communication System in the Persian Gulf”, scientific research Communications and Network v, 3, pp 99-112, 2011 [3] Anuj Sehgal, Iyad Tumar and Jürgen Schönwälder, “ Effects of Climate Change and Anthropogenic Ocean Acidification on Underwater”, IEEE Acoustic Communications, 2010 [4] Chengsheng Pan, Liangchen Jia, Ruiyan Cai and Yuanming Ding, “ Modeling And Simulation Of Channel For Underwater Communication Network” International Journal of Innovative Computing, Information and Control ICIC 1349-4198 Volume 8, Number 3(B) pp. 2149-2156, March 2012
  • 5. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 _______________________________________________________________________________________ Volume: 03 Special Issue: 01 | NC-WiCOMET-2014 | Mar-2014, Available @ http://www.ijret.org 47 [5] Anuj Sehgal, Iyad Tumar, Jürgen Schönwälder, “Variability of Available Capacity due to the Effects of Depth and Temperature in the Underwater Acoustic Communication Channel” , IEEE, 2009 [6] Kalangi Pullarao Prasanth, a thesis on “Modelling and Simulation of an Underwater Acoustic Communication Channel” [7] Mandar Chitre, “ A high-frequency warm shallow water acoustic communications channel model and measurements”, Acoustical Society of America, pp: 2580–2586, November 2007 [8] Muhammad Ali Raza Anjum, “Underwater Acoustic Channel Modeling, Simulation, and Estimation”, Proceedings of International Bhurban Conference on Applied Sciences & Technology Islamabad, Pakistan, pp 236-239, January 10 – 13, 2011. [9] Zahra Taheri Hanjani, “A New Approach for OFDM system over Acoustic Communication Channel in Low Depth Waters”, Journal of Basic and Applied Scientific Research, 2(11)11514-11520, 2012 [10] Milica Stojanovic, “ Underwater Acoustic Communications: Design Considerations on the Physical Layer”, 2008 [11] Yigit Mahmutoglu, Ayhan Yazgan, Emin Tugcu, and I. Hakki Cavdar, “ The Effects of Sea Environmental Conditions on the Underwater Acoustic Communication Systems “,IEEE, pg 133-137, 2013 [12] Byung-Chul Kim and I-Tai Lu, “Parameter Study of OFDM Underwater Communications System”, 0-7803- 6551-8/00/ 02000 IEEE [13] Geert Leus and Paul A. van Walree, “Multiband OFDM for Covert Acoustic Communications”, IEEE journal on selected areas in communications, vol. 26, no. 9, December 2008 [14] Ram Pattarkine, “High Rate OFDM Acoustic Link for Underwater Communication” [15] Sean Mason, Christian Berger, Shengli Zhou, Keenan Ball, Lee Freitag and Peter Willett, “An OFDM Design For Underwater Acoustic Channels With Doppler Spread” , IEEE Signal Processing Education Workshop, pp138-143, 2009 [16] V Garg. “ Wireless Communications and Networking”, by Elsevier Inc 2007 BIOGRAPHIES Sharan Baby George received his B.Tech. Degree in Electronics and Communication from Toc H Institute of Science and Technology, Kerala in 2012. Currently he is pursuing his M.Tech. degree in Wireless Technology at Toc H Institute of Science and Technology. His areas of interests include wireless communication and sensor networking. Suriyakala.C.D is an Engineering Graduate in Electronics and Communication Engineering from Manipal Institute of Technology, Manipal. She did her Masters M.S. (By Research) from Anna University, Chennai & PhD from Sathyabama University. At present, she is associated with Electronics and Communication Department, PG Studies, Toc H Institute of Science & Technology, Cochin, Kerala. She has a total experience of 21, years which includes teaching as well as research. Received Two sponsored projects (NRSC& DRDO) and around 75 publications in refereed conferences and journals added credit in her career .Her research area is in software Agents for Communication Engineering.