SlideShare a Scribd company logo
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
_______________________________________________________________________________________
Volume: 04 Issue: 11 | Nov-2015, Available @ http://www.ijret.org 63
REALIZATION OF OFDM BASED UNDERWATER ACOUSTIC
COMMUNICATION
Vijay A1
, Sunil Jacob2
, Shelma Jacob.K3
1
Professor, Anvijay@Live.Com
2
Professor, Suniljacob01@Gmail.Com
3
M.Tech Scholar, Jacobshelma@Gmail.Com
Abstract
Nowadays underwater communication plays a vital role in applications from commercial extends to military purposes. Present
underwater communication systems involve the transmission of information in the form of sound, electromagnetic (EM), or optical
waves. All these techniques has their own benefits and limitations. Acoustic communication is the most versatile and widely used
technique in underwater environments because of its low attenuation compared with others. Acoustic waves are more applicable
for thermally stable, deep water settings. But acoustic waves in shallow water can be adversely affected by temperature gradients,
surface ambient noise, and multipath propagation due to reflection and refraction. The much slower speed of acoustic
propagation in water, about 1500 m/s (meters per second), compared with that of electromagnetic and optical waves, and is
another limiting factor for efficient communication and networking. Nevertheless, the currently favorable technology for
underwater communication is upon acoustics.
In this paper, we are planning to design a simple underwater acoustic system. We first discuss about the problems of underwater
communication. Then we are designing a data transmission system in underwater and its analysis is done in the next step.
Keywords: Underwater acoustic communication, Orthogonal frequency division multiplexing, Differential phase shift
keying
--------------------------------------------------------------------***----------------------------------------------------------------------
1. INTRODUCTION
Underwater communication has a vital role in future
technology.As we all know that our earth consists of 70 %
of water.Since wired communication has the practical
limitations in under water,we have to develop wireless
network that can work under water.It plays an important role
in investigating climate change, heterogenous characteristics
of seawater,oil production facilities and harbors using
unmanned underwater vehicles(UUVs), submarines, and in
underwater wireless sensor networks(UWSN),
As in all communication networks, there will be a medium
for data transmission between transmitter and receiver. In
underwater the possible ways of data transmission are EM
waves, optical waves and acoustic waves.Even though EM
waves have high speed, they can be used onlyup to a
frequency range of less than 300Hz because of their
conducting nature in seawater.Also for using EM waves
require high power transmitters and antennas[10]. Similarly
most of the optical energy will get lost because of scattering
while using optical waves for transmission. So the possible
way of transmission is acoustic waves.
In order to improve the efficiency we are using a modulation
by Orthogonal Frequency Division Multiplexing(OFDM)
technique for acoustic waves. The results show satisfactory
results. OFDM is motivated because of simple
implementation and its capability to travel over long times
read channels. In OFDM the frequency selective bandwidth
is divided into narrower flat fading sub channels. OFDM
transmits signals over these multiple orthogonal sub-carriers
simultaneously and performs robustly in severe multi- path
environments achieving high spectral efficiency and higher
data transmission rate. Also while using OFDM the need of
complex time-domain equalizers can be omitted, due to its
robustness against frequency selective fading and
narrowband interference.The first section contains the
system model in which channel model is derived.The next
section contains the analysis and results.
2. SYSTEM MODEL
Underwater acoustics communication is the communication
between the underwater nodes by acoustic (sound) waves.
Mainly it uses the frequency range of 10Hz-1MHz.But as
frequency increases the loss rate also increases. A sound
wave propagating underwater consists of alternating
compressions and rarefactions of the water. These
compressions and rarefactions are detected by a receiver,
such as the human ear or a hydrophone, as changes
in pressure.
We have to take care about the underwater characteristics
before designing an UWA system. They are heterogeneous
characteristics of underwater, attenuation due to absorption,
multipath fading due to reflection and refraction, loss due to
Doppler effect and noises in underwater. Because of the
heterogeneous characteristics the speed of sound in water is
about 1500m/s .Soundspeed in water increases with
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
_______________________________________________________________________________________
Volume: 04 Issue: 11 | Nov-2015, Available @ http://www.ijret.org 64
increasing pressure, temperature and salinity. The maximum
speed in pure water under atmospheric pressure is attained at
about 74°C; sound travels slower in hotter water after that
point; the maximum increases with pressure. Though some
sounds can travel remarkable distance through the water,
higher frequency sound is absorbed much faster than low
frequency. The main cause of sound absorption is the
presence magnesium sulphate and boric acid, and
geometrical spreading.
The frequency of the received sound will be different from
that of the sound radiated because of the relative motion
between transmitter and receiver. This change in frequency
is known as a Doppler shift. The frequency drift due to
Doppler Effect cause the overlapping of frequency
channel,and thus, spread the channel further apart and
occupying awider frequency range[10].Because of this
attenuation occurs at receiverside. The ambient noise in
underwater is mainly due to four sources. They are
turbulence noise, shipnoise,winddriven noise and thermal
noise. These noises are frequency dependent and also
depend on windspeed, shipping factor etc.Thermal noise
increase with frequency whereas the remaining noiseseffect
at lower frequencies.
2.1 UNDERWATER CHANNEL MODEL
The crucial part of underwater communication is the
modeling of an underwater channel.The acoustic waves
underthe water absorbed due to thespreading of the wave
energy and energy density also decays[10]. Thus, the first
model is to formulate the relationbetween the transmission
loss with respect to the acousticchannel characteristic and
the distance of transmission asthe attenuation model.
Attenuation that take place in an underwater
acousticcommunication over a distance d [m] for a signal
withfrequency f [kHz] can be calculated using the Thorp
model[1] which can be written as
𝐴 𝑑, 𝑓 = 𝑑 𝑔
𝑎(𝑓) 𝑑
Where, g represents the spreading factor and a(f)[dB/km]
isthe absorption coefficient. Value g indicates the
geometry of propagation; typical values are g = 2 for
spherical spreading, g = 1 for cylindrical spreading and g
=1.5 for the alleged practical spreading. The absorption
coefficient can be calculated by using the Throp’s formula
as
10𝑙𝑜𝑔𝑎 𝑓 = 0.11
𝑓2
1 + 𝑓2
+ 44
𝑓2
4100 + 𝑓2
+ 2.75 ∗ 10−4
∗ 𝑓2
+ 0.003
As the absorption coefficientincreases rapidly with
frequency, attenuation due to absorption at high frequencies
causes large loss.
The four main sources of noise in an underwater system are:
turbulence, shipping, waves, and thermal noise. These
noises can be modeled by using Wenz model as the
functions of frequency in kHz[3].
10𝑙𝑜𝑔𝑁𝑡 𝑓 = 17 − 30log⁡(𝑓)
10𝑙𝑜𝑔𝑁𝑠(f)=40+20(s-0.5)+26log(f)-60log(f+0.003)
10𝑙𝑜𝑔𝑁 𝑤 𝑓 = 50 + 7.5𝑤0.5
+ 20 log 𝑓 − 40log⁡(𝑓
+ 0.4)
10𝑙𝑜𝑔𝑁𝑡𝑕 𝑓 = −15 + 20log⁡(𝑓)
𝑁 𝑓 = 𝑁𝑡 𝑓 + 𝑁𝑠 𝑓 + 𝑁 𝑤 (f)+𝑁𝑡𝑕 (𝑓)
N(f) represents the overall PSD of total noise in dB.
The effect of noise on the signal is dependent on the signal
to noise ratio (SNR), which can be formulated as.
𝑆𝑁𝑅 𝑑, 𝑓 = 𝑃/(𝐴 𝑑, 𝑓 𝑁 𝑓 ∆𝑓)
Where dis distance, f is the signal frequency and ΔFis the
receiver noise bandwidth.The value of s denotes the
shipping activity factor which normally ranges from 0
to1.Similarly windspeed is denoted by w. Since underwater
is a frequency selective fading channel, multipath in
underwater can be modeled as Rayleigh fading whose
coefficients are random.
2.1 OFDM in underwater
Single carrier transmission means one radio frequency
carrier is used to carry the information. Hence information
in the form of bits carried by one single RF carrier. In
OFDM,also known as multicarrier modulation, uses
multiple carriers sending some bits on each channel.
InOFDM[8,17],all of the subchannels are dedicated to a data
source.Multicarrier modulation especially OFDM is suitable
for multipath environment as its carriers are orthogonal. As
symbol period increases, the error rate is small compared
with single carrier. Similarly the data rate is more for
multicarrier modulation. But the problem of peak to average
ratio (PAPR) arises in case of OFDM.
In this paper DPSK is used for subcarrier modulation for
OFDM[18].In DPSK, input binary sequence is first
differentially encoded and then modulated using a BPSK
modulation[15].It reduces the receiver complexity as we do
not need any channel estimation and save precious spectral
efficiency.
3. SIMULATION AND RESULTS
Absorption can be modeled by using thorp model and the
obtained figure i ass shown in figure1.
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
_______________________________________________________________________________________
Volume: 04 Issue: 11 | Nov-2015, Available @ http://www.ijret.org 65
Figure 1
Since attenuation increases with frequency, wecan not take
large frequencies. Using the Wenz model the attenuation
due to noise is plotted for a frequency range of 1 to 40
kHz.The shipping noise activities can be modeled through
the shipping activity factor s where by the value is ranging
between 0 and 1 for low and high activity,
respectively.Figure2 shows shipping noise for different
values of s.
Figure2
In our project we are taking 0.5 for s. Surface motion,
caused by winddrivenwaves depend on windspeedw,which
is normally varying from 0 to 50m/s.Figure shows the
attenuation due to various values windspeed.
Figure3
Here for designing the project w is set to be 25
.
Figure4
From the figure4, it is understood that turbulence noise,
shipping noise and wind noise are decreasing with
frequency but thermal noise drastically increase with
frequency. The frequency response of underwater channel
obtained as
Figure5
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
_______________________________________________________________________________________
Volume: 04 Issue: 11 | Nov-2015, Available @ http://www.ijret.org 66
From the figure5 it is clear that maximum snr obtains at a
frequency range is 4 to 10kHz.As transmitting power
increases ,SNR value will increase.So here we are taking
this frequency range for OFDM transmission between two
fixed nodes.
The obtained bit error rate corresponding to the 64 bit and
128bitOFDM transmissionare tabulated in table1.
Modulation
Scheme
No of bits
transmitted
No of
errors
BER
DPSK 64 4 0.0625
4-QAM 64 12 0.1875
DPSK 128 35 0.2734
4-QAM 128 52 0.4063
Table1
It is clear that OFDM with DPSK modulation perform better
than other modulation. But the error rate in underwater is
very large compared with that of air.
4. CONCLUSION
This paper presented a study on modeling of underwater
acoustic wireless communication with a detail model on the
channelcharacteristic, environmental noise, signal to noise
ratio.From this analysis it is understood that OFDM with
DPSK modulation offers better performance while
comparing with other schemes,since underwater is
multipathn environment. Optimum frequencies are obtained
at 4to 12KHz for a small transmission distance with the
highest SNR.
ACKNOWLEDGEMENT
I hereby acknowledge my deep sense of gratitude towards
Prof. Vijay A, Prof. Saira Joseph and Dr. Sunil Jacob
without whom this project would not have come into
existence. We express our sincere thanks to Prof. R.
Sahadevan (HOD of Electronics and Communication
Department) and all other faculties who have guided us
throughout this project.
REFERENCES
[1]. R. Coates, “Underwater Acoustic Systems,” New
York, Wiley, 1989
[2]. ]Bridget Benson, Ying Li, Brian Faunce, Kenneth
Domond, Don Kimball, Curt Schurgers, and Ryan
Kastner ,”Design of a Low-Cost Underwater
Acoustic Modem “IEEE Journal of, vol. 21, pp. 67-
73,1998
[3]. E. M. Sozer, M. Stojanovic, and J. G.
Proakis,"Underwater acoustic networks," Oceanic
Engineering, IEEE Journal of, vol. 25, pp. 72-
83,2000.
[4]. R. van Nee and R. Prasad, “OFDM for Wireless
Multimedia Communications,” Artech House, Inc.,
Norwood 2000
[5]. Mandar Chitre1, Shiraz Shahabudeen1, Lee Freitag2,
Milica Stojanovic3," Recent Advances in Underwater
Acoustic Communications & Networking”, Acoustic
Research Laboratory, National University of
Singapore, 2006
[6]. M. Stojanovic, “On the Relationship Between
Capacity and Distancein an Underwater Acoustic
Communication Channel,” WUWNet'06,Los
Angeles, California, USA, 2006.
[7]. Lanbo Liu1, Shengli Zhou2 and Jun-Hong
Cui3,"Prospects and problems of wireless
communication for underwater sensor networks”,
Wirel. Commun. Mob. Comput. 2008; 8:977–994
[8]. Sung-Jun Hwang and Philip Schniter, “Efficient
Multicarrier Communication for Highly Spread
Underwater Acoustic Channels” ,IEEE Journal On
Selected Areas In Communications, VOL. 26, NO. 9,
DECEMBER 2008
[9]. Shalomi Arnon ,“Underwater optical
communication” ,Optical Engineering 491, 015001
January 2010
[10]. Hou Pin Yoong, KiamBeng Yeo, Kenneth Tze Kin
Teo and Wei Loong Wong,”Underwater Wireless
Communication System: Acoustic Channel Modeling
andCarry Frequency Identification”,ISSN: 1 1 473-
804x online
[11]. P.Vijaya Kumar, S.S.K.Praneeth,
Romarsha.B.Narender, "Analysis of Optical Wireless
Communication for Underwater Wireless
Communication”, International Journal of Scientific
& Engineering Research Volume 2, Issue 6, June-
2011 1 ISSN 2229-5518.
[12]. C. Polprasert, J. A. Ritcey and M. Stojanovic,
“Capacity of OFDM Systems over Fading
Underwater Acoustic Channels,” IEEE Journal of
Oceanic Engineering, Vol. 36, No. 4, 2011, pp. 514-
524.
[13]. C. R. Berger, J. Gomes and J. M. Moura, “Study of
Pilot Designs for Cyclic-Prefix OFDM on Time-
Varying and Sparse Underwater Acoustic Channels,”
OCEANS, San- tander, 6-9 June 2011, pp. 1-8.
[14]. J. Heidemann, M. Stojanovic, and M. Zorzi,
“Underwater sensor networks: Applications,
advances, and challenges”, Phil. Trans. R. Soc. A,
pp. 158–175, Jan. 2012.
[15]. Z. Wang, S. Zhou, G. B. Giannakis, C. R. Berger and
J. Huang, “Frequency-Domain Oversampling for
Zero-Pad- ded OFDM in Underwater Acoustic
Communications,” IEEE Journal of Oceanic
Engineering, Vol. 37, No. 1,2012
Chengsheng Pan, Liangchen Jia, Ruiyan Caiand
Yuanming Ding,”Modeling And Simulation Of
Channel For Underwater”International Journal of
Innovative Computing, Information and Control
,Volume 8, Number 3(B), March 2012
[16]. Hamada Esmaiel, Danchi Jiang ,” Review Article:
Multicarrier Communication for Underwater
Acoustic Channel” Int. J.Communications, Network
and System Sciences, 2013, 6, 361-376
[17]. Arnaud Bourr´e, Said Lmai, Christophe Laot and
S´ebastien Houcke ,” A Robust OFDM Modem for
Underwater Acoustic Communications” , IEEE 2013.
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
_______________________________________________________________________________________
Volume: 04 Issue: 11 | Nov-2015, Available @ http://www.ijret.org 67
BIOGRAPHY
Shelma Jacob. K received her B.Tech
degree from Sahrdaya College of
Engineering and Technology,University of
Calicut in 2012.She is currently pursuing
her M.Tech degree in Communication
Engineering from SCMS School of
Engineering and Technology,Karukutty.
Email:jacobshelma@gmail.com

More Related Content

What's hot

C OMPREHENSIVE S TUDY OF A COUSTIC C HANNEL M ODELS FOR U NDERWATER W I...
C OMPREHENSIVE  S TUDY OF  A COUSTIC  C HANNEL  M ODELS FOR  U NDERWATER  W I...C OMPREHENSIVE  S TUDY OF  A COUSTIC  C HANNEL  M ODELS FOR  U NDERWATER  W I...
C OMPREHENSIVE S TUDY OF A COUSTIC C HANNEL M ODELS FOR U NDERWATER W I...
IJCI JOURNAL
 
Quick review t324_block1
Quick review t324_block1Quick review t324_block1
Quick review t324_block1
Yaseen
 
D__published papers_DSTC2014_ORTHOGONAL FREQUENCY DIVITION MULTIPLEXING (UNDE...
D__published papers_DSTC2014_ORTHOGONAL FREQUENCY DIVITION MULTIPLEXING (UNDE...D__published papers_DSTC2014_ORTHOGONAL FREQUENCY DIVITION MULTIPLEXING (UNDE...
D__published papers_DSTC2014_ORTHOGONAL FREQUENCY DIVITION MULTIPLEXING (UNDE...
Dheyauldeen Najm AlZubaidy
 
Propagation effects and their impact on satellite earth links
Propagation effects and their impact on satellite earth linksPropagation effects and their impact on satellite earth links
Propagation effects and their impact on satellite earth links
International Islamic University Chittagong
 
Development of an FHMA-based Underwater Acoustic Communications System for Mu...
Development of an FHMA-based Underwater Acoustic Communications System for Mu...Development of an FHMA-based Underwater Acoustic Communications System for Mu...
Development of an FHMA-based Underwater Acoustic Communications System for Mu...
Waqas Tariq
 
Underwater acoustic channel cocnept
Underwater acoustic channel cocneptUnderwater acoustic channel cocnept
Underwater acoustic channel cocnept
Saroj Kumar
 
Fading Seminar
Fading SeminarFading Seminar
Fading Seminar
Rajesh Kumar
 
Fading and Large Scale Fading
 Fading and Large Scale Fading Fading and Large Scale Fading
Fading and Large Scale Fading
vickydone
 
Rayleigh Fading Channel In Mobile Digital Communication System
Rayleigh Fading Channel In Mobile Digital Communication SystemRayleigh Fading Channel In Mobile Digital Communication System
Rayleigh Fading Channel In Mobile Digital Communication System
OUM SAOKOSAL
 
Measuring the underwater received power behavior for 433 mhz radio frequency ...
Measuring the underwater received power behavior for 433 mhz radio frequency ...Measuring the underwater received power behavior for 433 mhz radio frequency ...
Measuring the underwater received power behavior for 433 mhz radio frequency ...
journalBEEI
 
Multichannel fading
Multichannel fadingMultichannel fading
Multichannel fading
Shree Krupa
 
Small scale fading and multipath measurements
Small scale fading and multipath measurementsSmall scale fading and multipath measurements
Small scale fading and multipath measurements
Vrince Vimal
 
Microwave charles
Microwave charlesMicrowave charles
Microwave charles
Sarah Krystelle
 
Chapt 03
Chapt 03Chapt 03
Chapt 03
Anuj Sharma
 
Small-Scale Fading and Multipath
Small-Scale Fading and MultipathSmall-Scale Fading and Multipath
Small-Scale Fading and Multipath
kamaleeswari1
 
Ee424 fading
Ee424 fadingEe424 fading
Ee424 fading
Shraddha Bansal
 
Ec 2401 wireless communication unit 2
Ec 2401 wireless communication   unit 2Ec 2401 wireless communication   unit 2
Ec 2401 wireless communication unit 2
JAIGANESH SEKAR
 
underwater acoustic propogation channels
underwater acoustic propogation channelsunderwater acoustic propogation channels
underwater acoustic propogation channels
Shudhanshu Singh
 
Fading & Doppler Effect
Fading & Doppler EffectFading & Doppler Effect
Fading & Doppler Effect
Swapnil Bangera
 

What's hot (19)

C OMPREHENSIVE S TUDY OF A COUSTIC C HANNEL M ODELS FOR U NDERWATER W I...
C OMPREHENSIVE  S TUDY OF  A COUSTIC  C HANNEL  M ODELS FOR  U NDERWATER  W I...C OMPREHENSIVE  S TUDY OF  A COUSTIC  C HANNEL  M ODELS FOR  U NDERWATER  W I...
C OMPREHENSIVE S TUDY OF A COUSTIC C HANNEL M ODELS FOR U NDERWATER W I...
 
Quick review t324_block1
Quick review t324_block1Quick review t324_block1
Quick review t324_block1
 
D__published papers_DSTC2014_ORTHOGONAL FREQUENCY DIVITION MULTIPLEXING (UNDE...
D__published papers_DSTC2014_ORTHOGONAL FREQUENCY DIVITION MULTIPLEXING (UNDE...D__published papers_DSTC2014_ORTHOGONAL FREQUENCY DIVITION MULTIPLEXING (UNDE...
D__published papers_DSTC2014_ORTHOGONAL FREQUENCY DIVITION MULTIPLEXING (UNDE...
 
Propagation effects and their impact on satellite earth links
Propagation effects and their impact on satellite earth linksPropagation effects and their impact on satellite earth links
Propagation effects and their impact on satellite earth links
 
Development of an FHMA-based Underwater Acoustic Communications System for Mu...
Development of an FHMA-based Underwater Acoustic Communications System for Mu...Development of an FHMA-based Underwater Acoustic Communications System for Mu...
Development of an FHMA-based Underwater Acoustic Communications System for Mu...
 
Underwater acoustic channel cocnept
Underwater acoustic channel cocneptUnderwater acoustic channel cocnept
Underwater acoustic channel cocnept
 
Fading Seminar
Fading SeminarFading Seminar
Fading Seminar
 
Fading and Large Scale Fading
 Fading and Large Scale Fading Fading and Large Scale Fading
Fading and Large Scale Fading
 
Rayleigh Fading Channel In Mobile Digital Communication System
Rayleigh Fading Channel In Mobile Digital Communication SystemRayleigh Fading Channel In Mobile Digital Communication System
Rayleigh Fading Channel In Mobile Digital Communication System
 
Measuring the underwater received power behavior for 433 mhz radio frequency ...
Measuring the underwater received power behavior for 433 mhz radio frequency ...Measuring the underwater received power behavior for 433 mhz radio frequency ...
Measuring the underwater received power behavior for 433 mhz radio frequency ...
 
Multichannel fading
Multichannel fadingMultichannel fading
Multichannel fading
 
Small scale fading and multipath measurements
Small scale fading and multipath measurementsSmall scale fading and multipath measurements
Small scale fading and multipath measurements
 
Microwave charles
Microwave charlesMicrowave charles
Microwave charles
 
Chapt 03
Chapt 03Chapt 03
Chapt 03
 
Small-Scale Fading and Multipath
Small-Scale Fading and MultipathSmall-Scale Fading and Multipath
Small-Scale Fading and Multipath
 
Ee424 fading
Ee424 fadingEe424 fading
Ee424 fading
 
Ec 2401 wireless communication unit 2
Ec 2401 wireless communication   unit 2Ec 2401 wireless communication   unit 2
Ec 2401 wireless communication unit 2
 
underwater acoustic propogation channels
underwater acoustic propogation channelsunderwater acoustic propogation channels
underwater acoustic propogation channels
 
Fading & Doppler Effect
Fading & Doppler EffectFading & Doppler Effect
Fading & Doppler Effect
 

Viewers also liked

Unidad 27
Unidad   27Unidad   27
O mestre da ciencia
O mestre da cienciaO mestre da ciencia
O mestre da ciencia
Christtianne Lima
 
Поиск списков в неструктурированных данных
Поиск списков в неструктурированных данныхПоиск списков в неструктурированных данных
Поиск списков в неструктурированных данных
Oleksii Holubovych
 
Fall 2015-Sunset Cove Update
Fall 2015-Sunset Cove UpdateFall 2015-Sunset Cove Update
Fall 2015-Sunset Cove Update
ecowatchers
 
O lado humano da saúde
O lado humano da saúdeO lado humano da saúde
O lado humano da saúde
Helena Martins
 
IPFW Department of Nursing
IPFW Department of NursingIPFW Department of Nursing
IPFW Department of Nursing
Melinda Conley
 
Weppler jamaica bay task force 29 oct15_sand
Weppler jamaica bay task force 29 oct15_sandWeppler jamaica bay task force 29 oct15_sand
Weppler jamaica bay task force 29 oct15_sand
ecowatchers
 
Hikmah Perseteruan BAZNAZ dengan LAZ
Hikmah Perseteruan BAZNAZ dengan LAZHikmah Perseteruan BAZNAZ dengan LAZ
Hikmah Perseteruan BAZNAZ dengan LAZ
Anas Ferdian
 
Thesis_final_subm
Thesis_final_submThesis_final_subm
Film poster research
Film poster researchFilm poster research
Film poster research
nieevequinn
 
10 More than a Pretty Picture: Visual Thinking in Network Studies
10 More than a Pretty Picture: Visual Thinking in Network Studies10 More than a Pretty Picture: Visual Thinking in Network Studies
10 More than a Pretty Picture: Visual Thinking in Network Studies
dnac
 
Michael Levy. Unarmed - 5
Michael Levy. Unarmed - 5Michael Levy. Unarmed - 5
Michael Levy. Unarmed - 5
michael levy
 
Pms
PmsPms
Translation , Transcription and Transduction
Translation , Transcription and TransductionTranslation , Transcription and Transduction
Translation , Transcription and Transduction
Microbiology
 
Personification
PersonificationPersonification
Personification
Carlos & Irene
 

Viewers also liked (15)

Unidad 27
Unidad   27Unidad   27
Unidad 27
 
O mestre da ciencia
O mestre da cienciaO mestre da ciencia
O mestre da ciencia
 
Поиск списков в неструктурированных данных
Поиск списков в неструктурированных данныхПоиск списков в неструктурированных данных
Поиск списков в неструктурированных данных
 
Fall 2015-Sunset Cove Update
Fall 2015-Sunset Cove UpdateFall 2015-Sunset Cove Update
Fall 2015-Sunset Cove Update
 
O lado humano da saúde
O lado humano da saúdeO lado humano da saúde
O lado humano da saúde
 
IPFW Department of Nursing
IPFW Department of NursingIPFW Department of Nursing
IPFW Department of Nursing
 
Weppler jamaica bay task force 29 oct15_sand
Weppler jamaica bay task force 29 oct15_sandWeppler jamaica bay task force 29 oct15_sand
Weppler jamaica bay task force 29 oct15_sand
 
Hikmah Perseteruan BAZNAZ dengan LAZ
Hikmah Perseteruan BAZNAZ dengan LAZHikmah Perseteruan BAZNAZ dengan LAZ
Hikmah Perseteruan BAZNAZ dengan LAZ
 
Thesis_final_subm
Thesis_final_submThesis_final_subm
Thesis_final_subm
 
Film poster research
Film poster researchFilm poster research
Film poster research
 
10 More than a Pretty Picture: Visual Thinking in Network Studies
10 More than a Pretty Picture: Visual Thinking in Network Studies10 More than a Pretty Picture: Visual Thinking in Network Studies
10 More than a Pretty Picture: Visual Thinking in Network Studies
 
Michael Levy. Unarmed - 5
Michael Levy. Unarmed - 5Michael Levy. Unarmed - 5
Michael Levy. Unarmed - 5
 
Pms
PmsPms
Pms
 
Translation , Transcription and Transduction
Translation , Transcription and TransductionTranslation , Transcription and Transduction
Translation , Transcription and Transduction
 
Personification
PersonificationPersonification
Personification
 

Similar to Realization of ofdm based underwater acoustic communication

Under water acoustic (uw a) communication architecture and the key notions of...
Under water acoustic (uw a) communication architecture and the key notions of...Under water acoustic (uw a) communication architecture and the key notions of...
Under water acoustic (uw a) communication architecture and the key notions of...
eSAT Publishing House
 
Under water acoustic (uw a) communication architecture and the key notions of...
Under water acoustic (uw a) communication architecture and the key notions of...Under water acoustic (uw a) communication architecture and the key notions of...
Under water acoustic (uw a) communication architecture and the key notions of...
eSAT Journals
 
Report underwater-wireless
Report underwater-wirelessReport underwater-wireless
Report underwater-wireless
patna
 
Underwater channel modelling
Underwater channel modellingUnderwater channel modelling
Underwater channel modelling
Supriya Ankushe
 
Underwater channel modelling
Underwater channel modellingUnderwater channel modelling
Underwater channel modelling
Supriya Ankushe
 
Acousticcommunicationusingofdm 141026114427-conversion-gate02 2
Acousticcommunicationusingofdm 141026114427-conversion-gate02 2Acousticcommunicationusingofdm 141026114427-conversion-gate02 2
Acousticcommunicationusingofdm 141026114427-conversion-gate02 2
Lakshmi Kanth
 
Acoustic communication using ofdm
Acoustic communication using ofdmAcoustic communication using ofdm
Acoustic communication using ofdm
RAVITEJA828
 
Error Rate Performance of Interleaved Coded OFDM For Undersea Acoustic Links
Error Rate Performance of Interleaved Coded OFDM For Undersea Acoustic LinksError Rate Performance of Interleaved Coded OFDM For Undersea Acoustic Links
Error Rate Performance of Interleaved Coded OFDM For Undersea Acoustic Links
CSCJournals
 
Krish
KrishKrish
Signal processing for underwater acoustic communications
Signal processing for underwater acoustic communicationsSignal processing for underwater acoustic communications
Signal processing for underwater acoustic communications
Praveen Kumar Reddy
 
An implementation of_partial_transmit_se
An implementation of_partial_transmit_seAn implementation of_partial_transmit_se
An implementation of_partial_transmit_se
Waleed Raza
 
Design of Underwater wireless optical/acoustic link for reduction of back-sca...
Design of Underwater wireless optical/acoustic link for reduction of back-sca...Design of Underwater wireless optical/acoustic link for reduction of back-sca...
Design of Underwater wireless optical/acoustic link for reduction of back-sca...
theijes
 
BER Estimation for Laser Based Underwater Communication
BER Estimation for Laser Based Underwater CommunicationBER Estimation for Laser Based Underwater Communication
BER Estimation for Laser Based Underwater Communication
IJMER
 
Diurnal Variability of Underwater Acoustic Noise Characteristics in Shallow W...
Diurnal Variability of Underwater Acoustic Noise Characteristics in Shallow W...Diurnal Variability of Underwater Acoustic Noise Characteristics in Shallow W...
Diurnal Variability of Underwater Acoustic Noise Characteristics in Shallow W...
TELKOMNIKA JOURNAL
 
Analog communication
Analog communicationAnalog communication
Analog communication
Preston King
 
40120140504008
4012014050400840120140504008
40120140504008
IAEME Publication
 
40120140504008
4012014050400840120140504008
40120140504008
IAEME Publication
 
IRJET - Underwater Wireless Communication using Visible Light
IRJET -  	  Underwater Wireless Communication using Visible LightIRJET -  	  Underwater Wireless Communication using Visible Light
IRJET - Underwater Wireless Communication using Visible Light
IRJET Journal
 
System Design of Hybrid Underwater Wireless Optical /Acoustic Link
System Design of Hybrid Underwater Wireless Optical /Acoustic LinkSystem Design of Hybrid Underwater Wireless Optical /Acoustic Link
System Design of Hybrid Underwater Wireless Optical /Acoustic Link
IRJET Journal
 
Design of an axial mode helical antenna with buffer layer for underwater app...
Design of an axial mode helical antenna with buffer layer for  underwater app...Design of an axial mode helical antenna with buffer layer for  underwater app...
Design of an axial mode helical antenna with buffer layer for underwater app...
IJECEIAES
 

Similar to Realization of ofdm based underwater acoustic communication (20)

Under water acoustic (uw a) communication architecture and the key notions of...
Under water acoustic (uw a) communication architecture and the key notions of...Under water acoustic (uw a) communication architecture and the key notions of...
Under water acoustic (uw a) communication architecture and the key notions of...
 
Under water acoustic (uw a) communication architecture and the key notions of...
Under water acoustic (uw a) communication architecture and the key notions of...Under water acoustic (uw a) communication architecture and the key notions of...
Under water acoustic (uw a) communication architecture and the key notions of...
 
Report underwater-wireless
Report underwater-wirelessReport underwater-wireless
Report underwater-wireless
 
Underwater channel modelling
Underwater channel modellingUnderwater channel modelling
Underwater channel modelling
 
Underwater channel modelling
Underwater channel modellingUnderwater channel modelling
Underwater channel modelling
 
Acousticcommunicationusingofdm 141026114427-conversion-gate02 2
Acousticcommunicationusingofdm 141026114427-conversion-gate02 2Acousticcommunicationusingofdm 141026114427-conversion-gate02 2
Acousticcommunicationusingofdm 141026114427-conversion-gate02 2
 
Acoustic communication using ofdm
Acoustic communication using ofdmAcoustic communication using ofdm
Acoustic communication using ofdm
 
Error Rate Performance of Interleaved Coded OFDM For Undersea Acoustic Links
Error Rate Performance of Interleaved Coded OFDM For Undersea Acoustic LinksError Rate Performance of Interleaved Coded OFDM For Undersea Acoustic Links
Error Rate Performance of Interleaved Coded OFDM For Undersea Acoustic Links
 
Krish
KrishKrish
Krish
 
Signal processing for underwater acoustic communications
Signal processing for underwater acoustic communicationsSignal processing for underwater acoustic communications
Signal processing for underwater acoustic communications
 
An implementation of_partial_transmit_se
An implementation of_partial_transmit_seAn implementation of_partial_transmit_se
An implementation of_partial_transmit_se
 
Design of Underwater wireless optical/acoustic link for reduction of back-sca...
Design of Underwater wireless optical/acoustic link for reduction of back-sca...Design of Underwater wireless optical/acoustic link for reduction of back-sca...
Design of Underwater wireless optical/acoustic link for reduction of back-sca...
 
BER Estimation for Laser Based Underwater Communication
BER Estimation for Laser Based Underwater CommunicationBER Estimation for Laser Based Underwater Communication
BER Estimation for Laser Based Underwater Communication
 
Diurnal Variability of Underwater Acoustic Noise Characteristics in Shallow W...
Diurnal Variability of Underwater Acoustic Noise Characteristics in Shallow W...Diurnal Variability of Underwater Acoustic Noise Characteristics in Shallow W...
Diurnal Variability of Underwater Acoustic Noise Characteristics in Shallow W...
 
Analog communication
Analog communicationAnalog communication
Analog communication
 
40120140504008
4012014050400840120140504008
40120140504008
 
40120140504008
4012014050400840120140504008
40120140504008
 
IRJET - Underwater Wireless Communication using Visible Light
IRJET -  	  Underwater Wireless Communication using Visible LightIRJET -  	  Underwater Wireless Communication using Visible Light
IRJET - Underwater Wireless Communication using Visible Light
 
System Design of Hybrid Underwater Wireless Optical /Acoustic Link
System Design of Hybrid Underwater Wireless Optical /Acoustic LinkSystem Design of Hybrid Underwater Wireless Optical /Acoustic Link
System Design of Hybrid Underwater Wireless Optical /Acoustic Link
 
Design of an axial mode helical antenna with buffer layer for underwater app...
Design of an axial mode helical antenna with buffer layer for  underwater app...Design of an axial mode helical antenna with buffer layer for  underwater app...
Design of an axial mode helical antenna with buffer layer for underwater app...
 

More from eSAT Journals

Mechanical properties of hybrid fiber reinforced concrete for pavements
Mechanical properties of hybrid fiber reinforced concrete for pavementsMechanical properties of hybrid fiber reinforced concrete for pavements
Mechanical properties of hybrid fiber reinforced concrete for pavements
eSAT Journals
 
Material management in construction – a case study
Material management in construction – a case studyMaterial management in construction – a case study
Material management in construction – a case study
eSAT Journals
 
Managing drought short term strategies in semi arid regions a case study
Managing drought    short term strategies in semi arid regions  a case studyManaging drought    short term strategies in semi arid regions  a case study
Managing drought short term strategies in semi arid regions a case study
eSAT Journals
 
Life cycle cost analysis of overlay for an urban road in bangalore
Life cycle cost analysis of overlay for an urban road in bangaloreLife cycle cost analysis of overlay for an urban road in bangalore
Life cycle cost analysis of overlay for an urban road in bangalore
eSAT Journals
 
Laboratory studies of dense bituminous mixes ii with reclaimed asphalt materials
Laboratory studies of dense bituminous mixes ii with reclaimed asphalt materialsLaboratory studies of dense bituminous mixes ii with reclaimed asphalt materials
Laboratory studies of dense bituminous mixes ii with reclaimed asphalt materials
eSAT Journals
 
Laboratory investigation of expansive soil stabilized with natural inorganic ...
Laboratory investigation of expansive soil stabilized with natural inorganic ...Laboratory investigation of expansive soil stabilized with natural inorganic ...
Laboratory investigation of expansive soil stabilized with natural inorganic ...
eSAT Journals
 
Influence of reinforcement on the behavior of hollow concrete block masonry p...
Influence of reinforcement on the behavior of hollow concrete block masonry p...Influence of reinforcement on the behavior of hollow concrete block masonry p...
Influence of reinforcement on the behavior of hollow concrete block masonry p...
eSAT Journals
 
Influence of compaction energy on soil stabilized with chemical stabilizer
Influence of compaction energy on soil stabilized with chemical stabilizerInfluence of compaction energy on soil stabilized with chemical stabilizer
Influence of compaction energy on soil stabilized with chemical stabilizer
eSAT Journals
 
Geographical information system (gis) for water resources management
Geographical information system (gis) for water resources managementGeographical information system (gis) for water resources management
Geographical information system (gis) for water resources management
eSAT Journals
 
Forest type mapping of bidar forest division, karnataka using geoinformatics ...
Forest type mapping of bidar forest division, karnataka using geoinformatics ...Forest type mapping of bidar forest division, karnataka using geoinformatics ...
Forest type mapping of bidar forest division, karnataka using geoinformatics ...
eSAT Journals
 
Factors influencing compressive strength of geopolymer concrete
Factors influencing compressive strength of geopolymer concreteFactors influencing compressive strength of geopolymer concrete
Factors influencing compressive strength of geopolymer concrete
eSAT Journals
 
Experimental investigation on circular hollow steel columns in filled with li...
Experimental investigation on circular hollow steel columns in filled with li...Experimental investigation on circular hollow steel columns in filled with li...
Experimental investigation on circular hollow steel columns in filled with li...
eSAT Journals
 
Experimental behavior of circular hsscfrc filled steel tubular columns under ...
Experimental behavior of circular hsscfrc filled steel tubular columns under ...Experimental behavior of circular hsscfrc filled steel tubular columns under ...
Experimental behavior of circular hsscfrc filled steel tubular columns under ...
eSAT Journals
 
Evaluation of punching shear in flat slabs
Evaluation of punching shear in flat slabsEvaluation of punching shear in flat slabs
Evaluation of punching shear in flat slabs
eSAT Journals
 
Evaluation of performance of intake tower dam for recent earthquake in india
Evaluation of performance of intake tower dam for recent earthquake in indiaEvaluation of performance of intake tower dam for recent earthquake in india
Evaluation of performance of intake tower dam for recent earthquake in india
eSAT Journals
 
Evaluation of operational efficiency of urban road network using travel time ...
Evaluation of operational efficiency of urban road network using travel time ...Evaluation of operational efficiency of urban road network using travel time ...
Evaluation of operational efficiency of urban road network using travel time ...
eSAT Journals
 
Estimation of surface runoff in nallur amanikere watershed using scs cn method
Estimation of surface runoff in nallur amanikere watershed using scs cn methodEstimation of surface runoff in nallur amanikere watershed using scs cn method
Estimation of surface runoff in nallur amanikere watershed using scs cn method
eSAT Journals
 
Estimation of morphometric parameters and runoff using rs & gis techniques
Estimation of morphometric parameters and runoff using rs & gis techniquesEstimation of morphometric parameters and runoff using rs & gis techniques
Estimation of morphometric parameters and runoff using rs & gis techniques
eSAT Journals
 
Effect of variation of plastic hinge length on the results of non linear anal...
Effect of variation of plastic hinge length on the results of non linear anal...Effect of variation of plastic hinge length on the results of non linear anal...
Effect of variation of plastic hinge length on the results of non linear anal...
eSAT Journals
 
Effect of use of recycled materials on indirect tensile strength of asphalt c...
Effect of use of recycled materials on indirect tensile strength of asphalt c...Effect of use of recycled materials on indirect tensile strength of asphalt c...
Effect of use of recycled materials on indirect tensile strength of asphalt c...
eSAT Journals
 

More from eSAT Journals (20)

Mechanical properties of hybrid fiber reinforced concrete for pavements
Mechanical properties of hybrid fiber reinforced concrete for pavementsMechanical properties of hybrid fiber reinforced concrete for pavements
Mechanical properties of hybrid fiber reinforced concrete for pavements
 
Material management in construction – a case study
Material management in construction – a case studyMaterial management in construction – a case study
Material management in construction – a case study
 
Managing drought short term strategies in semi arid regions a case study
Managing drought    short term strategies in semi arid regions  a case studyManaging drought    short term strategies in semi arid regions  a case study
Managing drought short term strategies in semi arid regions a case study
 
Life cycle cost analysis of overlay for an urban road in bangalore
Life cycle cost analysis of overlay for an urban road in bangaloreLife cycle cost analysis of overlay for an urban road in bangalore
Life cycle cost analysis of overlay for an urban road in bangalore
 
Laboratory studies of dense bituminous mixes ii with reclaimed asphalt materials
Laboratory studies of dense bituminous mixes ii with reclaimed asphalt materialsLaboratory studies of dense bituminous mixes ii with reclaimed asphalt materials
Laboratory studies of dense bituminous mixes ii with reclaimed asphalt materials
 
Laboratory investigation of expansive soil stabilized with natural inorganic ...
Laboratory investigation of expansive soil stabilized with natural inorganic ...Laboratory investigation of expansive soil stabilized with natural inorganic ...
Laboratory investigation of expansive soil stabilized with natural inorganic ...
 
Influence of reinforcement on the behavior of hollow concrete block masonry p...
Influence of reinforcement on the behavior of hollow concrete block masonry p...Influence of reinforcement on the behavior of hollow concrete block masonry p...
Influence of reinforcement on the behavior of hollow concrete block masonry p...
 
Influence of compaction energy on soil stabilized with chemical stabilizer
Influence of compaction energy on soil stabilized with chemical stabilizerInfluence of compaction energy on soil stabilized with chemical stabilizer
Influence of compaction energy on soil stabilized with chemical stabilizer
 
Geographical information system (gis) for water resources management
Geographical information system (gis) for water resources managementGeographical information system (gis) for water resources management
Geographical information system (gis) for water resources management
 
Forest type mapping of bidar forest division, karnataka using geoinformatics ...
Forest type mapping of bidar forest division, karnataka using geoinformatics ...Forest type mapping of bidar forest division, karnataka using geoinformatics ...
Forest type mapping of bidar forest division, karnataka using geoinformatics ...
 
Factors influencing compressive strength of geopolymer concrete
Factors influencing compressive strength of geopolymer concreteFactors influencing compressive strength of geopolymer concrete
Factors influencing compressive strength of geopolymer concrete
 
Experimental investigation on circular hollow steel columns in filled with li...
Experimental investigation on circular hollow steel columns in filled with li...Experimental investigation on circular hollow steel columns in filled with li...
Experimental investigation on circular hollow steel columns in filled with li...
 
Experimental behavior of circular hsscfrc filled steel tubular columns under ...
Experimental behavior of circular hsscfrc filled steel tubular columns under ...Experimental behavior of circular hsscfrc filled steel tubular columns under ...
Experimental behavior of circular hsscfrc filled steel tubular columns under ...
 
Evaluation of punching shear in flat slabs
Evaluation of punching shear in flat slabsEvaluation of punching shear in flat slabs
Evaluation of punching shear in flat slabs
 
Evaluation of performance of intake tower dam for recent earthquake in india
Evaluation of performance of intake tower dam for recent earthquake in indiaEvaluation of performance of intake tower dam for recent earthquake in india
Evaluation of performance of intake tower dam for recent earthquake in india
 
Evaluation of operational efficiency of urban road network using travel time ...
Evaluation of operational efficiency of urban road network using travel time ...Evaluation of operational efficiency of urban road network using travel time ...
Evaluation of operational efficiency of urban road network using travel time ...
 
Estimation of surface runoff in nallur amanikere watershed using scs cn method
Estimation of surface runoff in nallur amanikere watershed using scs cn methodEstimation of surface runoff in nallur amanikere watershed using scs cn method
Estimation of surface runoff in nallur amanikere watershed using scs cn method
 
Estimation of morphometric parameters and runoff using rs & gis techniques
Estimation of morphometric parameters and runoff using rs & gis techniquesEstimation of morphometric parameters and runoff using rs & gis techniques
Estimation of morphometric parameters and runoff using rs & gis techniques
 
Effect of variation of plastic hinge length on the results of non linear anal...
Effect of variation of plastic hinge length on the results of non linear anal...Effect of variation of plastic hinge length on the results of non linear anal...
Effect of variation of plastic hinge length on the results of non linear anal...
 
Effect of use of recycled materials on indirect tensile strength of asphalt c...
Effect of use of recycled materials on indirect tensile strength of asphalt c...Effect of use of recycled materials on indirect tensile strength of asphalt c...
Effect of use of recycled materials on indirect tensile strength of asphalt c...
 

Recently uploaded

An Introduction to the Compiler Designss
An Introduction to the Compiler DesignssAn Introduction to the Compiler Designss
An Introduction to the Compiler Designss
ElakkiaU
 
Electric vehicle and photovoltaic advanced roles in enhancing the financial p...
Electric vehicle and photovoltaic advanced roles in enhancing the financial p...Electric vehicle and photovoltaic advanced roles in enhancing the financial p...
Electric vehicle and photovoltaic advanced roles in enhancing the financial p...
IJECEIAES
 
4. Mosca vol I -Fisica-Tipler-5ta-Edicion-Vol-1.pdf
4. Mosca vol I -Fisica-Tipler-5ta-Edicion-Vol-1.pdf4. Mosca vol I -Fisica-Tipler-5ta-Edicion-Vol-1.pdf
4. Mosca vol I -Fisica-Tipler-5ta-Edicion-Vol-1.pdf
Gino153088
 
Engineering Drawings Lecture Detail Drawings 2014.pdf
Engineering Drawings Lecture Detail Drawings 2014.pdfEngineering Drawings Lecture Detail Drawings 2014.pdf
Engineering Drawings Lecture Detail Drawings 2014.pdf
abbyasa1014
 
Manufacturing Process of molasses based distillery ppt.pptx
Manufacturing Process of molasses based distillery ppt.pptxManufacturing Process of molasses based distillery ppt.pptx
Manufacturing Process of molasses based distillery ppt.pptx
Madan Karki
 
Properties Railway Sleepers and Test.pptx
Properties Railway Sleepers and Test.pptxProperties Railway Sleepers and Test.pptx
Properties Railway Sleepers and Test.pptx
MDSABBIROJJAMANPAYEL
 
Generative AI leverages algorithms to create various forms of content
Generative AI leverages algorithms to create various forms of contentGenerative AI leverages algorithms to create various forms of content
Generative AI leverages algorithms to create various forms of content
Hitesh Mohapatra
 
一比一原版(CalArts毕业证)加利福尼亚艺术学院毕业证如何办理
一比一原版(CalArts毕业证)加利福尼亚艺术学院毕业证如何办理一比一原版(CalArts毕业证)加利福尼亚艺术学院毕业证如何办理
一比一原版(CalArts毕业证)加利福尼亚艺术学院毕业证如何办理
ecqow
 
Software Engineering and Project Management - Introduction, Modeling Concepts...
Software Engineering and Project Management - Introduction, Modeling Concepts...Software Engineering and Project Management - Introduction, Modeling Concepts...
Software Engineering and Project Management - Introduction, Modeling Concepts...
Prakhyath Rai
 
22CYT12-Unit-V-E Waste and its Management.ppt
22CYT12-Unit-V-E Waste and its Management.ppt22CYT12-Unit-V-E Waste and its Management.ppt
22CYT12-Unit-V-E Waste and its Management.ppt
KrishnaveniKrishnara1
 
Embedded machine learning-based road conditions and driving behavior monitoring
Embedded machine learning-based road conditions and driving behavior monitoringEmbedded machine learning-based road conditions and driving behavior monitoring
Embedded machine learning-based road conditions and driving behavior monitoring
IJECEIAES
 
Design and optimization of ion propulsion drone
Design and optimization of ion propulsion droneDesign and optimization of ion propulsion drone
Design and optimization of ion propulsion drone
bjmsejournal
 
cnn.pptx Convolutional neural network used for image classication
cnn.pptx Convolutional neural network used for image classicationcnn.pptx Convolutional neural network used for image classication
cnn.pptx Convolutional neural network used for image classication
SakkaravarthiShanmug
 
Computational Engineering IITH Presentation
Computational Engineering IITH PresentationComputational Engineering IITH Presentation
Computational Engineering IITH Presentation
co23btech11018
 
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...
IJECEIAES
 
AI assisted telemedicine KIOSK for Rural India.pptx
AI assisted telemedicine KIOSK for Rural India.pptxAI assisted telemedicine KIOSK for Rural India.pptx
AI assisted telemedicine KIOSK for Rural India.pptx
architagupta876
 
artificial intelligence and data science contents.pptx
artificial intelligence and data science contents.pptxartificial intelligence and data science contents.pptx
artificial intelligence and data science contents.pptx
GauravCar
 
原版制作(Humboldt毕业证书)柏林大学毕业证学位证一模一样
原版制作(Humboldt毕业证书)柏林大学毕业证学位证一模一样原版制作(Humboldt毕业证书)柏林大学毕业证学位证一模一样
原版制作(Humboldt毕业证书)柏林大学毕业证学位证一模一样
ydzowc
 
Curve Fitting in Numerical Methods Regression
Curve Fitting in Numerical Methods RegressionCurve Fitting in Numerical Methods Regression
Curve Fitting in Numerical Methods Regression
Nada Hikmah
 
BRAIN TUMOR DETECTION for seminar ppt.pdf
BRAIN TUMOR DETECTION for seminar ppt.pdfBRAIN TUMOR DETECTION for seminar ppt.pdf
BRAIN TUMOR DETECTION for seminar ppt.pdf
LAXMAREDDY22
 

Recently uploaded (20)

An Introduction to the Compiler Designss
An Introduction to the Compiler DesignssAn Introduction to the Compiler Designss
An Introduction to the Compiler Designss
 
Electric vehicle and photovoltaic advanced roles in enhancing the financial p...
Electric vehicle and photovoltaic advanced roles in enhancing the financial p...Electric vehicle and photovoltaic advanced roles in enhancing the financial p...
Electric vehicle and photovoltaic advanced roles in enhancing the financial p...
 
4. Mosca vol I -Fisica-Tipler-5ta-Edicion-Vol-1.pdf
4. Mosca vol I -Fisica-Tipler-5ta-Edicion-Vol-1.pdf4. Mosca vol I -Fisica-Tipler-5ta-Edicion-Vol-1.pdf
4. Mosca vol I -Fisica-Tipler-5ta-Edicion-Vol-1.pdf
 
Engineering Drawings Lecture Detail Drawings 2014.pdf
Engineering Drawings Lecture Detail Drawings 2014.pdfEngineering Drawings Lecture Detail Drawings 2014.pdf
Engineering Drawings Lecture Detail Drawings 2014.pdf
 
Manufacturing Process of molasses based distillery ppt.pptx
Manufacturing Process of molasses based distillery ppt.pptxManufacturing Process of molasses based distillery ppt.pptx
Manufacturing Process of molasses based distillery ppt.pptx
 
Properties Railway Sleepers and Test.pptx
Properties Railway Sleepers and Test.pptxProperties Railway Sleepers and Test.pptx
Properties Railway Sleepers and Test.pptx
 
Generative AI leverages algorithms to create various forms of content
Generative AI leverages algorithms to create various forms of contentGenerative AI leverages algorithms to create various forms of content
Generative AI leverages algorithms to create various forms of content
 
一比一原版(CalArts毕业证)加利福尼亚艺术学院毕业证如何办理
一比一原版(CalArts毕业证)加利福尼亚艺术学院毕业证如何办理一比一原版(CalArts毕业证)加利福尼亚艺术学院毕业证如何办理
一比一原版(CalArts毕业证)加利福尼亚艺术学院毕业证如何办理
 
Software Engineering and Project Management - Introduction, Modeling Concepts...
Software Engineering and Project Management - Introduction, Modeling Concepts...Software Engineering and Project Management - Introduction, Modeling Concepts...
Software Engineering and Project Management - Introduction, Modeling Concepts...
 
22CYT12-Unit-V-E Waste and its Management.ppt
22CYT12-Unit-V-E Waste and its Management.ppt22CYT12-Unit-V-E Waste and its Management.ppt
22CYT12-Unit-V-E Waste and its Management.ppt
 
Embedded machine learning-based road conditions and driving behavior monitoring
Embedded machine learning-based road conditions and driving behavior monitoringEmbedded machine learning-based road conditions and driving behavior monitoring
Embedded machine learning-based road conditions and driving behavior monitoring
 
Design and optimization of ion propulsion drone
Design and optimization of ion propulsion droneDesign and optimization of ion propulsion drone
Design and optimization of ion propulsion drone
 
cnn.pptx Convolutional neural network used for image classication
cnn.pptx Convolutional neural network used for image classicationcnn.pptx Convolutional neural network used for image classication
cnn.pptx Convolutional neural network used for image classication
 
Computational Engineering IITH Presentation
Computational Engineering IITH PresentationComputational Engineering IITH Presentation
Computational Engineering IITH Presentation
 
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...
 
AI assisted telemedicine KIOSK for Rural India.pptx
AI assisted telemedicine KIOSK for Rural India.pptxAI assisted telemedicine KIOSK for Rural India.pptx
AI assisted telemedicine KIOSK for Rural India.pptx
 
artificial intelligence and data science contents.pptx
artificial intelligence and data science contents.pptxartificial intelligence and data science contents.pptx
artificial intelligence and data science contents.pptx
 
原版制作(Humboldt毕业证书)柏林大学毕业证学位证一模一样
原版制作(Humboldt毕业证书)柏林大学毕业证学位证一模一样原版制作(Humboldt毕业证书)柏林大学毕业证学位证一模一样
原版制作(Humboldt毕业证书)柏林大学毕业证学位证一模一样
 
Curve Fitting in Numerical Methods Regression
Curve Fitting in Numerical Methods RegressionCurve Fitting in Numerical Methods Regression
Curve Fitting in Numerical Methods Regression
 
BRAIN TUMOR DETECTION for seminar ppt.pdf
BRAIN TUMOR DETECTION for seminar ppt.pdfBRAIN TUMOR DETECTION for seminar ppt.pdf
BRAIN TUMOR DETECTION for seminar ppt.pdf
 

Realization of ofdm based underwater acoustic communication

  • 1. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 _______________________________________________________________________________________ Volume: 04 Issue: 11 | Nov-2015, Available @ http://www.ijret.org 63 REALIZATION OF OFDM BASED UNDERWATER ACOUSTIC COMMUNICATION Vijay A1 , Sunil Jacob2 , Shelma Jacob.K3 1 Professor, Anvijay@Live.Com 2 Professor, Suniljacob01@Gmail.Com 3 M.Tech Scholar, Jacobshelma@Gmail.Com Abstract Nowadays underwater communication plays a vital role in applications from commercial extends to military purposes. Present underwater communication systems involve the transmission of information in the form of sound, electromagnetic (EM), or optical waves. All these techniques has their own benefits and limitations. Acoustic communication is the most versatile and widely used technique in underwater environments because of its low attenuation compared with others. Acoustic waves are more applicable for thermally stable, deep water settings. But acoustic waves in shallow water can be adversely affected by temperature gradients, surface ambient noise, and multipath propagation due to reflection and refraction. The much slower speed of acoustic propagation in water, about 1500 m/s (meters per second), compared with that of electromagnetic and optical waves, and is another limiting factor for efficient communication and networking. Nevertheless, the currently favorable technology for underwater communication is upon acoustics. In this paper, we are planning to design a simple underwater acoustic system. We first discuss about the problems of underwater communication. Then we are designing a data transmission system in underwater and its analysis is done in the next step. Keywords: Underwater acoustic communication, Orthogonal frequency division multiplexing, Differential phase shift keying --------------------------------------------------------------------***---------------------------------------------------------------------- 1. INTRODUCTION Underwater communication has a vital role in future technology.As we all know that our earth consists of 70 % of water.Since wired communication has the practical limitations in under water,we have to develop wireless network that can work under water.It plays an important role in investigating climate change, heterogenous characteristics of seawater,oil production facilities and harbors using unmanned underwater vehicles(UUVs), submarines, and in underwater wireless sensor networks(UWSN), As in all communication networks, there will be a medium for data transmission between transmitter and receiver. In underwater the possible ways of data transmission are EM waves, optical waves and acoustic waves.Even though EM waves have high speed, they can be used onlyup to a frequency range of less than 300Hz because of their conducting nature in seawater.Also for using EM waves require high power transmitters and antennas[10]. Similarly most of the optical energy will get lost because of scattering while using optical waves for transmission. So the possible way of transmission is acoustic waves. In order to improve the efficiency we are using a modulation by Orthogonal Frequency Division Multiplexing(OFDM) technique for acoustic waves. The results show satisfactory results. OFDM is motivated because of simple implementation and its capability to travel over long times read channels. In OFDM the frequency selective bandwidth is divided into narrower flat fading sub channels. OFDM transmits signals over these multiple orthogonal sub-carriers simultaneously and performs robustly in severe multi- path environments achieving high spectral efficiency and higher data transmission rate. Also while using OFDM the need of complex time-domain equalizers can be omitted, due to its robustness against frequency selective fading and narrowband interference.The first section contains the system model in which channel model is derived.The next section contains the analysis and results. 2. SYSTEM MODEL Underwater acoustics communication is the communication between the underwater nodes by acoustic (sound) waves. Mainly it uses the frequency range of 10Hz-1MHz.But as frequency increases the loss rate also increases. A sound wave propagating underwater consists of alternating compressions and rarefactions of the water. These compressions and rarefactions are detected by a receiver, such as the human ear or a hydrophone, as changes in pressure. We have to take care about the underwater characteristics before designing an UWA system. They are heterogeneous characteristics of underwater, attenuation due to absorption, multipath fading due to reflection and refraction, loss due to Doppler effect and noises in underwater. Because of the heterogeneous characteristics the speed of sound in water is about 1500m/s .Soundspeed in water increases with
  • 2. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 _______________________________________________________________________________________ Volume: 04 Issue: 11 | Nov-2015, Available @ http://www.ijret.org 64 increasing pressure, temperature and salinity. The maximum speed in pure water under atmospheric pressure is attained at about 74°C; sound travels slower in hotter water after that point; the maximum increases with pressure. Though some sounds can travel remarkable distance through the water, higher frequency sound is absorbed much faster than low frequency. The main cause of sound absorption is the presence magnesium sulphate and boric acid, and geometrical spreading. The frequency of the received sound will be different from that of the sound radiated because of the relative motion between transmitter and receiver. This change in frequency is known as a Doppler shift. The frequency drift due to Doppler Effect cause the overlapping of frequency channel,and thus, spread the channel further apart and occupying awider frequency range[10].Because of this attenuation occurs at receiverside. The ambient noise in underwater is mainly due to four sources. They are turbulence noise, shipnoise,winddriven noise and thermal noise. These noises are frequency dependent and also depend on windspeed, shipping factor etc.Thermal noise increase with frequency whereas the remaining noiseseffect at lower frequencies. 2.1 UNDERWATER CHANNEL MODEL The crucial part of underwater communication is the modeling of an underwater channel.The acoustic waves underthe water absorbed due to thespreading of the wave energy and energy density also decays[10]. Thus, the first model is to formulate the relationbetween the transmission loss with respect to the acousticchannel characteristic and the distance of transmission asthe attenuation model. Attenuation that take place in an underwater acousticcommunication over a distance d [m] for a signal withfrequency f [kHz] can be calculated using the Thorp model[1] which can be written as 𝐴 𝑑, 𝑓 = 𝑑 𝑔 𝑎(𝑓) 𝑑 Where, g represents the spreading factor and a(f)[dB/km] isthe absorption coefficient. Value g indicates the geometry of propagation; typical values are g = 2 for spherical spreading, g = 1 for cylindrical spreading and g =1.5 for the alleged practical spreading. The absorption coefficient can be calculated by using the Throp’s formula as 10𝑙𝑜𝑔𝑎 𝑓 = 0.11 𝑓2 1 + 𝑓2 + 44 𝑓2 4100 + 𝑓2 + 2.75 ∗ 10−4 ∗ 𝑓2 + 0.003 As the absorption coefficientincreases rapidly with frequency, attenuation due to absorption at high frequencies causes large loss. The four main sources of noise in an underwater system are: turbulence, shipping, waves, and thermal noise. These noises can be modeled by using Wenz model as the functions of frequency in kHz[3]. 10𝑙𝑜𝑔𝑁𝑡 𝑓 = 17 − 30log⁡(𝑓) 10𝑙𝑜𝑔𝑁𝑠(f)=40+20(s-0.5)+26log(f)-60log(f+0.003) 10𝑙𝑜𝑔𝑁 𝑤 𝑓 = 50 + 7.5𝑤0.5 + 20 log 𝑓 − 40log⁡(𝑓 + 0.4) 10𝑙𝑜𝑔𝑁𝑡𝑕 𝑓 = −15 + 20log⁡(𝑓) 𝑁 𝑓 = 𝑁𝑡 𝑓 + 𝑁𝑠 𝑓 + 𝑁 𝑤 (f)+𝑁𝑡𝑕 (𝑓) N(f) represents the overall PSD of total noise in dB. The effect of noise on the signal is dependent on the signal to noise ratio (SNR), which can be formulated as. 𝑆𝑁𝑅 𝑑, 𝑓 = 𝑃/(𝐴 𝑑, 𝑓 𝑁 𝑓 ∆𝑓) Where dis distance, f is the signal frequency and ΔFis the receiver noise bandwidth.The value of s denotes the shipping activity factor which normally ranges from 0 to1.Similarly windspeed is denoted by w. Since underwater is a frequency selective fading channel, multipath in underwater can be modeled as Rayleigh fading whose coefficients are random. 2.1 OFDM in underwater Single carrier transmission means one radio frequency carrier is used to carry the information. Hence information in the form of bits carried by one single RF carrier. In OFDM,also known as multicarrier modulation, uses multiple carriers sending some bits on each channel. InOFDM[8,17],all of the subchannels are dedicated to a data source.Multicarrier modulation especially OFDM is suitable for multipath environment as its carriers are orthogonal. As symbol period increases, the error rate is small compared with single carrier. Similarly the data rate is more for multicarrier modulation. But the problem of peak to average ratio (PAPR) arises in case of OFDM. In this paper DPSK is used for subcarrier modulation for OFDM[18].In DPSK, input binary sequence is first differentially encoded and then modulated using a BPSK modulation[15].It reduces the receiver complexity as we do not need any channel estimation and save precious spectral efficiency. 3. SIMULATION AND RESULTS Absorption can be modeled by using thorp model and the obtained figure i ass shown in figure1.
  • 3. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 _______________________________________________________________________________________ Volume: 04 Issue: 11 | Nov-2015, Available @ http://www.ijret.org 65 Figure 1 Since attenuation increases with frequency, wecan not take large frequencies. Using the Wenz model the attenuation due to noise is plotted for a frequency range of 1 to 40 kHz.The shipping noise activities can be modeled through the shipping activity factor s where by the value is ranging between 0 and 1 for low and high activity, respectively.Figure2 shows shipping noise for different values of s. Figure2 In our project we are taking 0.5 for s. Surface motion, caused by winddrivenwaves depend on windspeedw,which is normally varying from 0 to 50m/s.Figure shows the attenuation due to various values windspeed. Figure3 Here for designing the project w is set to be 25 . Figure4 From the figure4, it is understood that turbulence noise, shipping noise and wind noise are decreasing with frequency but thermal noise drastically increase with frequency. The frequency response of underwater channel obtained as Figure5
  • 4. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 _______________________________________________________________________________________ Volume: 04 Issue: 11 | Nov-2015, Available @ http://www.ijret.org 66 From the figure5 it is clear that maximum snr obtains at a frequency range is 4 to 10kHz.As transmitting power increases ,SNR value will increase.So here we are taking this frequency range for OFDM transmission between two fixed nodes. The obtained bit error rate corresponding to the 64 bit and 128bitOFDM transmissionare tabulated in table1. Modulation Scheme No of bits transmitted No of errors BER DPSK 64 4 0.0625 4-QAM 64 12 0.1875 DPSK 128 35 0.2734 4-QAM 128 52 0.4063 Table1 It is clear that OFDM with DPSK modulation perform better than other modulation. But the error rate in underwater is very large compared with that of air. 4. CONCLUSION This paper presented a study on modeling of underwater acoustic wireless communication with a detail model on the channelcharacteristic, environmental noise, signal to noise ratio.From this analysis it is understood that OFDM with DPSK modulation offers better performance while comparing with other schemes,since underwater is multipathn environment. Optimum frequencies are obtained at 4to 12KHz for a small transmission distance with the highest SNR. ACKNOWLEDGEMENT I hereby acknowledge my deep sense of gratitude towards Prof. Vijay A, Prof. Saira Joseph and Dr. Sunil Jacob without whom this project would not have come into existence. We express our sincere thanks to Prof. R. Sahadevan (HOD of Electronics and Communication Department) and all other faculties who have guided us throughout this project. REFERENCES [1]. R. Coates, “Underwater Acoustic Systems,” New York, Wiley, 1989 [2]. ]Bridget Benson, Ying Li, Brian Faunce, Kenneth Domond, Don Kimball, Curt Schurgers, and Ryan Kastner ,”Design of a Low-Cost Underwater Acoustic Modem “IEEE Journal of, vol. 21, pp. 67- 73,1998 [3]. E. M. Sozer, M. Stojanovic, and J. G. Proakis,"Underwater acoustic networks," Oceanic Engineering, IEEE Journal of, vol. 25, pp. 72- 83,2000. [4]. R. van Nee and R. Prasad, “OFDM for Wireless Multimedia Communications,” Artech House, Inc., Norwood 2000 [5]. Mandar Chitre1, Shiraz Shahabudeen1, Lee Freitag2, Milica Stojanovic3," Recent Advances in Underwater Acoustic Communications & Networking”, Acoustic Research Laboratory, National University of Singapore, 2006 [6]. M. Stojanovic, “On the Relationship Between Capacity and Distancein an Underwater Acoustic Communication Channel,” WUWNet'06,Los Angeles, California, USA, 2006. [7]. Lanbo Liu1, Shengli Zhou2 and Jun-Hong Cui3,"Prospects and problems of wireless communication for underwater sensor networks”, Wirel. Commun. Mob. Comput. 2008; 8:977–994 [8]. Sung-Jun Hwang and Philip Schniter, “Efficient Multicarrier Communication for Highly Spread Underwater Acoustic Channels” ,IEEE Journal On Selected Areas In Communications, VOL. 26, NO. 9, DECEMBER 2008 [9]. Shalomi Arnon ,“Underwater optical communication” ,Optical Engineering 491, 015001 January 2010 [10]. Hou Pin Yoong, KiamBeng Yeo, Kenneth Tze Kin Teo and Wei Loong Wong,”Underwater Wireless Communication System: Acoustic Channel Modeling andCarry Frequency Identification”,ISSN: 1 1 473- 804x online [11]. P.Vijaya Kumar, S.S.K.Praneeth, Romarsha.B.Narender, "Analysis of Optical Wireless Communication for Underwater Wireless Communication”, International Journal of Scientific & Engineering Research Volume 2, Issue 6, June- 2011 1 ISSN 2229-5518. [12]. C. Polprasert, J. A. Ritcey and M. Stojanovic, “Capacity of OFDM Systems over Fading Underwater Acoustic Channels,” IEEE Journal of Oceanic Engineering, Vol. 36, No. 4, 2011, pp. 514- 524. [13]. C. R. Berger, J. Gomes and J. M. Moura, “Study of Pilot Designs for Cyclic-Prefix OFDM on Time- Varying and Sparse Underwater Acoustic Channels,” OCEANS, San- tander, 6-9 June 2011, pp. 1-8. [14]. J. Heidemann, M. Stojanovic, and M. Zorzi, “Underwater sensor networks: Applications, advances, and challenges”, Phil. Trans. R. Soc. A, pp. 158–175, Jan. 2012. [15]. Z. Wang, S. Zhou, G. B. Giannakis, C. R. Berger and J. Huang, “Frequency-Domain Oversampling for Zero-Pad- ded OFDM in Underwater Acoustic Communications,” IEEE Journal of Oceanic Engineering, Vol. 37, No. 1,2012 Chengsheng Pan, Liangchen Jia, Ruiyan Caiand Yuanming Ding,”Modeling And Simulation Of Channel For Underwater”International Journal of Innovative Computing, Information and Control ,Volume 8, Number 3(B), March 2012 [16]. Hamada Esmaiel, Danchi Jiang ,” Review Article: Multicarrier Communication for Underwater Acoustic Channel” Int. J.Communications, Network and System Sciences, 2013, 6, 361-376 [17]. Arnaud Bourr´e, Said Lmai, Christophe Laot and S´ebastien Houcke ,” A Robust OFDM Modem for Underwater Acoustic Communications” , IEEE 2013.
  • 5. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 _______________________________________________________________________________________ Volume: 04 Issue: 11 | Nov-2015, Available @ http://www.ijret.org 67 BIOGRAPHY Shelma Jacob. K received her B.Tech degree from Sahrdaya College of Engineering and Technology,University of Calicut in 2012.She is currently pursuing her M.Tech degree in Communication Engineering from SCMS School of Engineering and Technology,Karukutty. Email:jacobshelma@gmail.com