SlideShare a Scribd company logo
1 of 5
Download to read offline
International journal of scientific and technical research in engineering (IJSTRE)
www.ijstre.com Volume 1 Issue 6 ǁ September 2016.
Manuscript id. 467231393 www.ijstre.com Page 16
Efficient QoS Provisioning for Free-Space MIMO Optical Links
over Atmospheric Turbulence and Misalignment Fading
Channels
1
NAMRATA DAFEDAR, 2
BALIRAM.S.GAYAL
M.Tech in Electronics & communication Engineering,
Communication Network Branch
Indira College of Engineering and Management, Pune
Maharastra, India
Email: 1
namrata402@gmail.com
Assistant Professor, Electronics & communication Engineering, Communication Network Branch
Indira College of Engineering and Management, Pune
Maharashtra, India
Email: baliram.gayal@indiraicem.ac.in
Abstract: In cellular mobile communication the usage of MIMO FSO antenna system has shown the
tremendous improvement in the quality of the signal. The MIMO system designed with the multiple transmitting
& receiving antennas will help to increase the overall output gain as gain is proportional to the product of M
transmitter and N receiver antennas‟. In MIMO free space optical communication the transmission of the optical
signal required the direct line of sight communication, where there should not be any obstacle in between the
transmission of the original signal. But in practicality meeting the above condition is more difficult as many
obstacles like bulding, mountain existing in between the transmission path of the signal. So in order to come up
with the solution for this problem we have to place the antennas‟ on height as on the top of the taller building,
on top of the mountain so that it will help to eliminate the obstacle in between the transmisition path and to meet
the criteria of the line of sight communication.
Keywords: Free-space optical communications, MIMO (multiple input multiple-output), atmospheric
turbulence fading, misalignment fading, outage probability, diversity gain.
I. INTRODUCTION
The free space optical communication implies the making use of free air, vacuum as transmission medium
for the signal .the optical waves or electromagnetic wave travelled at the speed of light thro the channel. While
travelling through the air signal may get damaged by reflection or due to the refraction where the signal may get
change in terms of it angle or direction. due to this received signal may get scattered and lead to the loss of
original signal .the signal to noise ratio of received signal get reduces .the MIMO system make use of increased
no of transmitter and receiver antennas to eliminate the loss of signal .increased no of antennas will helps to
lower the probability of outage but rate of change is unaffected. For the effective transmission of signal the
channel capacity should be always larger than the rate of transmission. When channel capacity goes below the
rate of transmission on rate the time channel is unable to carry the whole information and it leads thro outage of
transmitted signal. With the help of MIMO antennas we somewhat try to reduce the channel outage.
II. PROPOSED SYSTEM:
We can design the system by placing multiple antennas by keeping the specific distance between each
two successive antennas. the performance is checked for both symmetric and unidirectional misalignment .the
probability of outage is calculated by considering pulse amplitude modulation signal and to determine the
diversity gain we can make use of the lognormal distribution It is shown that for misalignment condition the
output is independent of product of transmitter and receiver antenna and depend on the variation parameter.
Whereas on the other hand when antennas are properly placed that means there is will be no any misalignment
the output is directionally proportional to product MN.
Efficient QoS Provisioning for Free-Space MIMO Optical Links over Atmospheric......
Manuscript id. 467231393 www.ijstre.com Page 17
Fig. 1. Block diagram of the proposed system.
III. STATISTICAL CHANNEL MODEL OF MIMO FSO SYSTEM
The geometric arrangement of the transmitter and receiver antenna leads to the misalignment fading. Will take
the no of antennas are M=N. Initially we kept the spacing of d in between two successive transmitter antennas
and same in between the receiver antennas the note that 𝑑 is assumed to be larger than the coherence length of
atmospheric fading. We assume that initially each transmit laser is properly aligned to the corresponding receive
aperture. We consider the Pm and Qm as coordinate vector of the beam footprint at the respective transmit and
receive plane. The total beam footprint at receiver end with random displacement in X „in direction x and Y‟ in
direction y is
Pm
Y
X
Qm 






'
'
for the case of no misalignment Pm=Qm.
 

N
n
N
m
UXG mnmn
ee
1 1
where 𝐺 is a Gaussian random variable with mean 𝜇 𝐺 and variance 𝜎 𝐺
2
𝐻 = 𝐴0 𝑒 𝐺−𝑇
= 𝐴0 𝑒 𝑉
where V = G-T with probability density functions (pdf) given by
𝑓𝑉 v = 𝑓𝑉|𝑇 𝑣 𝑡 𝑓𝑇
∞
0
t dt
IV. DIVERSITY GAIN OF MIMO FSO CHANNELS
This section three different misalignment scenarios will be analyzed depending on the random displacements 𝑋′
and 𝑌 ′.
Symmetric Misalignment in 𝑋′ and 𝑌 ′ Directions
The displacements 𝑋′ and 𝑌 ′ have i.i.d Gaussian distributions with zero mean and variance 𝜎𝑠
2
. Defining 𝛾 =
𝑤/(2𝜎 𝑠) the pdf of 𝑇 = 2𝑅2
/𝑤2
is given by
𝑓𝑇 𝑡 = 𝛾2
𝑒−𝛾2 𝑡
and hence
𝑓𝑉 v = 𝑓𝑉|𝑇 𝑣 𝑡 𝑓𝑇
∞
0
t dt
=
1
2πσG
∞
0
e
−
(v−(μG−t))2
2σG
2
. 𝛾2
𝑒−𝛾2 𝑡
𝑑𝑡
where
𝐵1 =
𝛾2
2
𝑒 𝛾4
σG
2
2 − 𝛾2 𝜇 𝐺
, and 𝐵2 = 𝛾2
σG
2
− μG
.
Substituting 𝑠 = 𝑣 + 𝐵2 the outage probability can be simplified to
Efficient QoS Provisioning for Free-Space MIMO Optical Links over Atmospheric......
Manuscript id. 467231393 www.ijstre.com Page 18
𝑃𝑜𝑢𝑡 𝑅 =
1
2
𝑒
𝛾2 𝜂+𝛾2σG
2
2−𝜇 𝐺
𝑒𝑟𝑓𝑐
𝜂 + 𝐵2
2σG
+ 𝑒𝑟𝑓𝑐
𝛾2
𝜎 𝐺
2
−
𝜂 + 𝐵2
2σG
Substituting the results in the asymptotic probability of outage 𝑃𝑜𝑢𝑡
𝐴𝑠𝑦
given as
Unidirectional Misalignment
In this case 𝑋′~ (0, σS
2
) and 𝑌 ′ = 0. The probability density functions of 𝑇 = 2𝑋′2
/𝑤2
is given by
𝑓𝑇 𝑡 =
𝛾
𝜋𝑡
𝑒−𝛾2 𝑡
The outage probability is
𝑃𝑜𝑢𝑡 𝑅 = 𝑓𝑉 𝑣 𝑑𝑣,
𝜂
−∞
= 𝑓𝑉|𝑇 𝑣 𝑡 𝑓𝑇
∞
0
t dt dv
𝜂
−∞
The outage probability can be further approximated as
𝑃𝑜𝑢𝑡 𝑅0 ≈ 1 −
1
2
𝑒𝑟𝑓𝑐
𝜂−𝜇 𝐺
2σG
+
𝑎 𝑗
2
𝑒 𝑏 𝑗 𝛾2
𝜂 +
𝑏 𝑗 𝛾2 𝜎 𝐺
2
2−𝜇 𝐺
𝐽
𝑗 =1 Erfc
𝜂−𝜇𝐺 +𝑏 𝑗 𝛾2 𝜎 𝐺
2
2𝜎 𝐺
for some integer 𝐽 ≥ 1. At high signal-to-noise ratio with erfc (𝜂) ≈ 2, the asymptotic outage probability is
approximated as
𝑃𝑜𝑢𝑡
𝐴𝑠𝑦
𝑅0 ≈ 𝑎𝑗 𝑒 𝑏 𝑗 𝛾2
𝜂 + 𝑏𝑗 𝛾2
𝜎𝐺
2
2 − 𝜇 𝐺
𝐽
𝑗=1
No Misalignment
In, this scenario when there is no displacement co we can assume 𝑋′ = 0 and 𝑌 ′ = 0, i.e., no misalignment, is
also considered. The channel gain is given in terms the product of MN
 

N
n
N
m
UX mnmn
eAH
1 1
00
2
2
||||
2
nmmn PP
w
U  and 𝐺𝑜 is Gaussian with mean and variance
𝜇0 = 𝔼 𝐺0 = log
𝑀𝑁
1 +
1
𝑀𝑁
𝑒 𝜎2 𝑋
− 1
and 𝜎2 𝐺0 = log 1 +
1
𝑀𝑁
𝑒 𝜎2 𝑋
− 1
The outage probability is given as
𝑅0 = 1 −
1
2
𝑒𝑟𝑓𝑐
𝜂 − 𝜇𝐺0
2𝜎𝐺0
𝜇0 = 𝔼 𝐺0 = log
𝑀𝑁
1 +
1
𝑀𝑁 𝑒 𝜎2 𝑋
− 1
and 𝜎2 𝐺0 = log 1 +
1
𝑀𝑁
𝑒 𝜎2 𝑋
− 1
Efficient QoS Provisioning for Free-Space MIMO Optical Links over Atmospheric......
Manuscript id. 467231393 www.ijstre.com Page 19
The outage probability is given as
𝑅0 = 1 −
1
2
𝑒𝑟𝑓𝑐
𝜂 − 𝜇𝐺0
2𝜎𝐺0
V. SIMULATION RESULTS
We consider Gaussian-beam of wavelength 𝜆 = 1550 nm, beam waist 𝑤 𝑜 = 2.1 cm, and radius of curvature 𝐹 𝑜 =
−11 m at the transmitter. the propagation distance oh l=1km .circular aperture of receiving antenna is =5cm
the spacing between two transmitter antenna is to be d=20 cm typical misalignment transmitter.
variance of 𝜎2
𝑠 = 0.1 m2 is considered and rate 𝑅0 = 1 bits/channel-use is considered.
Figure.1. Probability of outage versus SNR for 2 × 2 and 4 × 4 MIMO FSO systems arranged as 𝒫2×2 and 𝒫4×4
respectively with symmetric misalignment fading,
Figure. Probability of outage versus SNR for 2 × 2 and 4 × 4 MIMO FSO systems arranged as 𝒫2×2 and 𝒫4×4
respectively with unidirectional misalignment fading
CONCLUSION
A MIMO system model is design to satisfy the system performance which is expressed in terms of
diversity gain and outage probability. From the analysis of MIMO antenna system with different misalignment
scenario we can proof that the output will get change as per the misalignment scenario. The graph for 2*2 AND
4*4 mimo is showing the respective value of probability of outage vs. diversity gain. For the both the antenna
system diversity gain is unaffected by the variation parameter under no misalignment condition. As diversity
gain increased its lead to decrease in probability of outage. Where as in symmetric misalignment condition the
output get affected by the variation parameter. So we can conclude that to get the reliable output of system the
ratio of probability outage has to be reduced and diversity gain has to be increased by making use of the MIMO
antenna system with proper alignment of antennas.
REFERENCES
[1] J. M. Kahn and J. R. Barry, “Wireless infrared communications,” Proc. IEEE, vol. 85, pp. 265–298,
Feb. 1997.
[2] D. Tse and P. Viswanath, Fundamentals of Wireless Communication, 1st edition. Cambridge University
Press, 2005.
[3] M. Razavi and J. H. Shapiro, “Wireless optical communications via diversity reception and optical
preamplification,” IEEE Trans. Wireless Commun., vol. 4, pp. 975–983, May 2005.
1.5 2 2.5 3 3.5 4 4.5
10
-8
10
-6
10
-4
10
-2
10
0
Log10
(SNR)
ProbabilityofOutagePout
Closed-form expression
Numerical simulation
Asymptotic outage at high SNR
1.5 2 2.5 3 3.5 4 4.5
10
-8
10
-6
10
-4
10
-2
10
0
Log10
(SNR)
ProbabilityofOutagePout
Closed-form expression
Numerical simulation
Asymptotic outage at high SNR
Efficient QoS Provisioning for Free-Space MIMO Optical Links over Atmospheric......
Manuscript id. 467231393 www.ijstre.com Page 20
[4] X. Zhu and J. Kahn, “Free space optical communication through atmospheric turbulence channels,”
IEEE Trans. Commun., vol. 50, pp.1293–1300, Aug. 2002.
[5] S. M. Navidpour, M. Uysal, and M. Kavehrad, “BER performance of free-space optical transmission
with spatial diversity,” IEEE Trans.Wireless Commun., vol. 6, pp. 2813–2819, Aug. 2007.
[6] T. A. Tsiftsis, H. G. Sandalidis, G. K. Karagiannidis, and M. Uysal, “Optical wireless links with spatial
diversity over strong atmospheric turbulence channels,” IEEE Trans. Wireless Commun., vol. 8, pp.
951– 957, Feb. 2009.
[7] N. Letzepis and A. G. i Fábregas, “Outage probability of the Gaussian MIMO free-space optical channel
with PPM,” IEEE Trans. Commun., vol. 57, pp. 3682–3690, Dec. 2009.
[8] “Outage probability of the free-space optical channel with doubly stochastic scintilation,” IEEE Trans.
Commun., vol. 57, pp. 2899–2902, Oct. 2009.
[9] S. M. Haas and J. H. Shapiro, “Capacity of wireless optical communications,” IEEE J. Sel. Areas
Commun., vol. 21, pp. 1346–1356, Oct. 2003.
[10] S. G. Wilson, M. Brandt-Pearce, Q. Cao, and J. H. Leveque, “Free-space optical MIMO transmission
with Q-ary PPM,” IEEE Trans. Commun., vol. 53, pp. 1402–1412, Aug. 2005.
[11] S. G. Wilson, M. Brandt-Pearce, Q. Cao, and M. Baedke, “Optical repetition MIMO transmission with
multipulse PPM,” IEEE J. Sel. Areas Commun., vol. 23, pp. 1901–1910, Sep. 2005.
[12] G. A. Koepf, R. Peters, and R. G. Marshalek, “Analysis of brust error occurrence on optical intersatellite
link (ISL) design,” in Proc. SPIE Opt. Tech. Commun. Satellite Applications, Jan. 1986, vol. 616, pp.
129–136.

More Related Content

What's hot

Rectangular microstrip array antennas for wide triple band operation
Rectangular microstrip array antennas for wide triple band operationRectangular microstrip array antennas for wide triple band operation
Rectangular microstrip array antennas for wide triple band operation
IAEME Publication
 
Bandwidth and Gain Enhancement of MIMO Antenna by Using Ring and Circular Par...
Bandwidth and Gain Enhancement of MIMO Antenna by Using Ring and Circular Par...Bandwidth and Gain Enhancement of MIMO Antenna by Using Ring and Circular Par...
Bandwidth and Gain Enhancement of MIMO Antenna by Using Ring and Circular Par...
TELKOMNIKA JOURNAL
 

What's hot (20)

R0450697101
R0450697101R0450697101
R0450697101
 
R010229096
R010229096R010229096
R010229096
 
Mobile Positioning System
Mobile Positioning SystemMobile Positioning System
Mobile Positioning System
 
Performance analysis of beam divergence propagation through rainwater and sno...
Performance analysis of beam divergence propagation through rainwater and sno...Performance analysis of beam divergence propagation through rainwater and sno...
Performance analysis of beam divergence propagation through rainwater and sno...
 
40120140502013
4012014050201340120140502013
40120140502013
 
A new look on CSI imperfection in downlink NOMA systems
A new look on CSI imperfection in downlink NOMA systemsA new look on CSI imperfection in downlink NOMA systems
A new look on CSI imperfection in downlink NOMA systems
 
Design and analysis of microstrip antenna with zig-zag feeder for wireless co...
Design and analysis of microstrip antenna with zig-zag feeder for wireless co...Design and analysis of microstrip antenna with zig-zag feeder for wireless co...
Design and analysis of microstrip antenna with zig-zag feeder for wireless co...
 
Massive MIMO for Cooperative Network Application
Massive MIMO for Cooperative Network ApplicationMassive MIMO for Cooperative Network Application
Massive MIMO for Cooperative Network Application
 
Limitation of Maasive MIMO in Antenna Correlation
Limitation of Maasive MIMO in Antenna CorrelationLimitation of Maasive MIMO in Antenna Correlation
Limitation of Maasive MIMO in Antenna Correlation
 
Beamforming with per antenna power constraint and transmit antenna selection ...
Beamforming with per antenna power constraint and transmit antenna selection ...Beamforming with per antenna power constraint and transmit antenna selection ...
Beamforming with per antenna power constraint and transmit antenna selection ...
 
Rectangular microstrip array antennas for wide triple band operation
Rectangular microstrip array antennas for wide triple band operationRectangular microstrip array antennas for wide triple band operation
Rectangular microstrip array antennas for wide triple band operation
 
Effect on Channel Capacity of Multi-User MIMO System in Crowded Area
Effect on Channel Capacity of Multi-User MIMO System in Crowded AreaEffect on Channel Capacity of Multi-User MIMO System in Crowded Area
Effect on Channel Capacity of Multi-User MIMO System in Crowded Area
 
5G Fixed Beam Switching on Microstrip Patch Antenna
5G Fixed Beam Switching on Microstrip Patch Antenna 5G Fixed Beam Switching on Microstrip Patch Antenna
5G Fixed Beam Switching on Microstrip Patch Antenna
 
Bandwidth and Gain Enhancement of MIMO Antenna by Using Ring and Circular Par...
Bandwidth and Gain Enhancement of MIMO Antenna by Using Ring and Circular Par...Bandwidth and Gain Enhancement of MIMO Antenna by Using Ring and Circular Par...
Bandwidth and Gain Enhancement of MIMO Antenna by Using Ring and Circular Par...
 
Dynamic sub arrays for Hybrid Precoding in Wide Band Millimeter Wave Wireless...
Dynamic sub arrays for Hybrid Precoding in Wide Band Millimeter Wave Wireless...Dynamic sub arrays for Hybrid Precoding in Wide Band Millimeter Wave Wireless...
Dynamic sub arrays for Hybrid Precoding in Wide Band Millimeter Wave Wireless...
 
Enhancement algorithm for reverse loop technique on planar reverse loop antenna
Enhancement algorithm for reverse loop technique on planar reverse loop antennaEnhancement algorithm for reverse loop technique on planar reverse loop antenna
Enhancement algorithm for reverse loop technique on planar reverse loop antenna
 
Millimeter wave 5G antennas for smartphones
Millimeter wave 5G antennas for smartphonesMillimeter wave 5G antennas for smartphones
Millimeter wave 5G antennas for smartphones
 
Performance of Multi –user MIMO system in the presence of Polarization divers...
Performance of Multi –user MIMO system in the presence of Polarization divers...Performance of Multi –user MIMO system in the presence of Polarization divers...
Performance of Multi –user MIMO system in the presence of Polarization divers...
 
Circularly polarized antenna array based on hybrid couplers for 5G devices
Circularly polarized antenna array based on hybrid couplers for 5G devicesCircularly polarized antenna array based on hybrid couplers for 5G devices
Circularly polarized antenna array based on hybrid couplers for 5G devices
 
DESIGN AND OPTIMIZATION A CIRCULAR SHAPE NETWORK ANTENNA MICRO STRIP FOR SOME...
DESIGN AND OPTIMIZATION A CIRCULAR SHAPE NETWORK ANTENNA MICRO STRIP FOR SOME...DESIGN AND OPTIMIZATION A CIRCULAR SHAPE NETWORK ANTENNA MICRO STRIP FOR SOME...
DESIGN AND OPTIMIZATION A CIRCULAR SHAPE NETWORK ANTENNA MICRO STRIP FOR SOME...
 

Similar to Efficient QoS Provisioning for Free-Space MIMO Optical Links over Atmospheric Turbulence and Misalignment Fading Channels

A Simple, Accurate Approximation to the Sum of Gamma-Gamma variates and Appli...
A Simple, Accurate Approximation to the Sum of Gamma-Gamma variates and Appli...A Simple, Accurate Approximation to the Sum of Gamma-Gamma variates and Appli...
A Simple, Accurate Approximation to the Sum of Gamma-Gamma variates and Appli...
Anax_Fotopoulos
 
A Simple, Accurate Approximation to the Sum of Gamma-Gamma variates and Appli...
A Simple, Accurate Approximation to the Sum of Gamma-Gamma variates and Appli...A Simple, Accurate Approximation to the Sum of Gamma-Gamma variates and Appli...
A Simple, Accurate Approximation to the Sum of Gamma-Gamma variates and Appli...
Anax Fotopoulos
 
System Consideration, Design and Implementation of Point To Point Microwave L...
System Consideration, Design and Implementation of Point To Point Microwave L...System Consideration, Design and Implementation of Point To Point Microwave L...
System Consideration, Design and Implementation of Point To Point Microwave L...
ijtsrd
 

Similar to Efficient QoS Provisioning for Free-Space MIMO Optical Links over Atmospheric Turbulence and Misalignment Fading Channels (20)

A Simple, Accurate Approximation to the Sum of Gamma-Gamma variates and Appli...
A Simple, Accurate Approximation to the Sum of Gamma-Gamma variates and Appli...A Simple, Accurate Approximation to the Sum of Gamma-Gamma variates and Appli...
A Simple, Accurate Approximation to the Sum of Gamma-Gamma variates and Appli...
 
A Simple, Accurate Approximation to the Sum of Gamma-Gamma variates and Appli...
A Simple, Accurate Approximation to the Sum of Gamma-Gamma variates and Appli...A Simple, Accurate Approximation to the Sum of Gamma-Gamma variates and Appli...
A Simple, Accurate Approximation to the Sum of Gamma-Gamma variates and Appli...
 
Three Dimensional Modelling of MISFET
Three Dimensional Modelling of MISFETThree Dimensional Modelling of MISFET
Three Dimensional Modelling of MISFET
 
19 15023 1570309842 a study on v shaped micro(edit)
19 15023 1570309842 a study on v shaped micro(edit)19 15023 1570309842 a study on v shaped micro(edit)
19 15023 1570309842 a study on v shaped micro(edit)
 
Design and Optimization a Circular Shape Network Antenna Micro Strip for Some...
Design and Optimization a Circular Shape Network Antenna Micro Strip for Some...Design and Optimization a Circular Shape Network Antenna Micro Strip for Some...
Design and Optimization a Circular Shape Network Antenna Micro Strip for Some...
 
Design and Optimization a Circular Shape Network Antenna Micro Strip for Some...
Design and Optimization a Circular Shape Network Antenna Micro Strip for Some...Design and Optimization a Circular Shape Network Antenna Micro Strip for Some...
Design and Optimization a Circular Shape Network Antenna Micro Strip for Some...
 
Path Loss Characterization of 3G Wireless Signal for Urban and Suburban Envir...
Path Loss Characterization of 3G Wireless Signal for Urban and Suburban Envir...Path Loss Characterization of 3G Wireless Signal for Urban and Suburban Envir...
Path Loss Characterization of 3G Wireless Signal for Urban and Suburban Envir...
 
Path Loss Characterization of 3G Wireless Signal for Urban and Suburban Envir...
Path Loss Characterization of 3G Wireless Signal for Urban and Suburban Envir...Path Loss Characterization of 3G Wireless Signal for Urban and Suburban Envir...
Path Loss Characterization of 3G Wireless Signal for Urban and Suburban Envir...
 
5G beam-steering 2×2 butler matrix with slotted waveguide antenna array
5G beam-steering 2×2 butler matrix with slotted waveguide antenna array5G beam-steering 2×2 butler matrix with slotted waveguide antenna array
5G beam-steering 2×2 butler matrix with slotted waveguide antenna array
 
Ff33946949
Ff33946949Ff33946949
Ff33946949
 
Simulation and optimization of a tuneable rectangular microstrip patch antenn...
Simulation and optimization of a tuneable rectangular microstrip patch antenn...Simulation and optimization of a tuneable rectangular microstrip patch antenn...
Simulation and optimization of a tuneable rectangular microstrip patch antenn...
 
BER Performance of Antenna Array-Based Receiver using Multi-user Detection in...
BER Performance of Antenna Array-Based Receiver using Multi-user Detection in...BER Performance of Antenna Array-Based Receiver using Multi-user Detection in...
BER Performance of Antenna Array-Based Receiver using Multi-user Detection in...
 
Free Space Optic Communication (FSO)
Free Space Optic Communication (FSO)Free Space Optic Communication (FSO)
Free Space Optic Communication (FSO)
 
Field Strength Predicting Outdoor Models
Field Strength Predicting Outdoor ModelsField Strength Predicting Outdoor Models
Field Strength Predicting Outdoor Models
 
System Consideration, Design and Implementation of Point To Point Microwave L...
System Consideration, Design and Implementation of Point To Point Microwave L...System Consideration, Design and Implementation of Point To Point Microwave L...
System Consideration, Design and Implementation of Point To Point Microwave L...
 
Performance Analysis of PAPR Reduction in MIMO-OFDM
Performance Analysis of PAPR Reduction in MIMO-OFDMPerformance Analysis of PAPR Reduction in MIMO-OFDM
Performance Analysis of PAPR Reduction in MIMO-OFDM
 
Average Channel Capacity of Amplify-and-forward MIMO/FSO Systems Over Atmosph...
Average Channel Capacity of Amplify-and-forward MIMO/FSO Systems Over Atmosph...Average Channel Capacity of Amplify-and-forward MIMO/FSO Systems Over Atmosph...
Average Channel Capacity of Amplify-and-forward MIMO/FSO Systems Over Atmosph...
 
Design and implementation of microstrip antenna for
Design and implementation of microstrip antenna forDesign and implementation of microstrip antenna for
Design and implementation of microstrip antenna for
 
Design of Star-Shaped Microstrip Patch Antenna for Ultra Wideband (UWB) Appli...
Design of Star-Shaped Microstrip Patch Antenna for Ultra Wideband (UWB) Appli...Design of Star-Shaped Microstrip Patch Antenna for Ultra Wideband (UWB) Appli...
Design of Star-Shaped Microstrip Patch Antenna for Ultra Wideband (UWB) Appli...
 
Bit error rate analysis of miso system in rayleigh fading channel
Bit error rate analysis of miso system in rayleigh fading channelBit error rate analysis of miso system in rayleigh fading channel
Bit error rate analysis of miso system in rayleigh fading channel
 

More from International journal of scientific and technical research in engineering (IJSTRE)

EVALUATION OF HEAVY METALS IN SEDIMENT OF SOME SELECTED DAMS FROM KATSINA STA...
EVALUATION OF HEAVY METALS IN SEDIMENT OF SOME SELECTED DAMS FROM KATSINA STA...EVALUATION OF HEAVY METALS IN SEDIMENT OF SOME SELECTED DAMS FROM KATSINA STA...
EVALUATION OF HEAVY METALS IN SEDIMENT OF SOME SELECTED DAMS FROM KATSINA STA...
International journal of scientific and technical research in engineering (IJSTRE)
 
Reasons for High Life Expectancy at Birth with Males in Hambantota District i...
Reasons for High Life Expectancy at Birth with Males in Hambantota District i...Reasons for High Life Expectancy at Birth with Males in Hambantota District i...
Reasons for High Life Expectancy at Birth with Males in Hambantota District i...
International journal of scientific and technical research in engineering (IJSTRE)
 
The Optimization of Carbonitriding Process for 1022 Self-drilling Tapping Scr...
The Optimization of Carbonitriding Process for 1022 Self-drilling Tapping Scr...The Optimization of Carbonitriding Process for 1022 Self-drilling Tapping Scr...
The Optimization of Carbonitriding Process for 1022 Self-drilling Tapping Scr...
International journal of scientific and technical research in engineering (IJSTRE)
 

More from International journal of scientific and technical research in engineering (IJSTRE) (20)

COVID-19 Vaccine And Problematics In Children: A Literature Review
COVID-19 Vaccine And Problematics In Children: A Literature ReviewCOVID-19 Vaccine And Problematics In Children: A Literature Review
COVID-19 Vaccine And Problematics In Children: A Literature Review
 
The Challenges of Handling Dengue Hemorrhagic Fever during the COVID-19 Pande...
The Challenges of Handling Dengue Hemorrhagic Fever during the COVID-19 Pande...The Challenges of Handling Dengue Hemorrhagic Fever during the COVID-19 Pande...
The Challenges of Handling Dengue Hemorrhagic Fever during the COVID-19 Pande...
 
Development of Measuring technique for Electric Power of Wind turbine-Solar P...
Development of Measuring technique for Electric Power of Wind turbine-Solar P...Development of Measuring technique for Electric Power of Wind turbine-Solar P...
Development of Measuring technique for Electric Power of Wind turbine-Solar P...
 
Estimation of Speed Required for Palm Nut Shell Mass-Size Particle Reduction ...
Estimation of Speed Required for Palm Nut Shell Mass-Size Particle Reduction ...Estimation of Speed Required for Palm Nut Shell Mass-Size Particle Reduction ...
Estimation of Speed Required for Palm Nut Shell Mass-Size Particle Reduction ...
 
A comprehensive review of Chronic Kidney Disease of Unknown Etiology
A comprehensive review of Chronic Kidney Disease of Unknown EtiologyA comprehensive review of Chronic Kidney Disease of Unknown Etiology
A comprehensive review of Chronic Kidney Disease of Unknown Etiology
 
EVALUATION OF HEAVY METALS IN SEDIMENT OF SOME SELECTED DAMS FROM KATSINA STA...
EVALUATION OF HEAVY METALS IN SEDIMENT OF SOME SELECTED DAMS FROM KATSINA STA...EVALUATION OF HEAVY METALS IN SEDIMENT OF SOME SELECTED DAMS FROM KATSINA STA...
EVALUATION OF HEAVY METALS IN SEDIMENT OF SOME SELECTED DAMS FROM KATSINA STA...
 
Using Partitioned Design Matrices in Analyzing Nested-Factorial Experiments
Using Partitioned Design Matrices in Analyzing Nested-Factorial ExperimentsUsing Partitioned Design Matrices in Analyzing Nested-Factorial Experiments
Using Partitioned Design Matrices in Analyzing Nested-Factorial Experiments
 
Reasons for High Life Expectancy at Birth with Males in Hambantota District i...
Reasons for High Life Expectancy at Birth with Males in Hambantota District i...Reasons for High Life Expectancy at Birth with Males in Hambantota District i...
Reasons for High Life Expectancy at Birth with Males in Hambantota District i...
 
A Study of the Refractory Properties of Selected Clay deposit in Chavakali, K...
A Study of the Refractory Properties of Selected Clay deposit in Chavakali, K...A Study of the Refractory Properties of Selected Clay deposit in Chavakali, K...
A Study of the Refractory Properties of Selected Clay deposit in Chavakali, K...
 
Cause Investigation of Failure of the Challenge to World Record of Human-Powe...
Cause Investigation of Failure of the Challenge to World Record of Human-Powe...Cause Investigation of Failure of the Challenge to World Record of Human-Powe...
Cause Investigation of Failure of the Challenge to World Record of Human-Powe...
 
Status of Geological Disasters in Jiaozuo City and Countermeasures for Preven...
Status of Geological Disasters in Jiaozuo City and Countermeasures for Preven...Status of Geological Disasters in Jiaozuo City and Countermeasures for Preven...
Status of Geological Disasters in Jiaozuo City and Countermeasures for Preven...
 
Experimental Study on Toxic Gas Produced during Pipeline Gas Explosions
Experimental Study on Toxic Gas Produced during Pipeline Gas ExplosionsExperimental Study on Toxic Gas Produced during Pipeline Gas Explosions
Experimental Study on Toxic Gas Produced during Pipeline Gas Explosions
 
The influence of the entry speed to flow field above water surface on the wat...
The influence of the entry speed to flow field above water surface on the wat...The influence of the entry speed to flow field above water surface on the wat...
The influence of the entry speed to flow field above water surface on the wat...
 
Geological Hazards in Pingdingshan Coal Mine District and Controlling Counter...
Geological Hazards in Pingdingshan Coal Mine District and Controlling Counter...Geological Hazards in Pingdingshan Coal Mine District and Controlling Counter...
Geological Hazards in Pingdingshan Coal Mine District and Controlling Counter...
 
Is There any Change from Magma Mixing in Kelud Characteristics?
Is There any Change from Magma Mixing in Kelud Characteristics? Is There any Change from Magma Mixing in Kelud Characteristics?
Is There any Change from Magma Mixing in Kelud Characteristics?
 
Improving Properties of Black Cotton Soil with Quarry Dust
Improving Properties of Black Cotton Soil with Quarry DustImproving Properties of Black Cotton Soil with Quarry Dust
Improving Properties of Black Cotton Soil with Quarry Dust
 
Study Charge the Floods Evaluated From Morphometry and Mitigasi Arau Padang C...
Study Charge the Floods Evaluated From Morphometry and Mitigasi Arau Padang C...Study Charge the Floods Evaluated From Morphometry and Mitigasi Arau Padang C...
Study Charge the Floods Evaluated From Morphometry and Mitigasi Arau Padang C...
 
Histochemical Characteristics of Ricinodedron Heudelotii (Baill, Pierre Ex Pa...
Histochemical Characteristics of Ricinodedron Heudelotii (Baill, Pierre Ex Pa...Histochemical Characteristics of Ricinodedron Heudelotii (Baill, Pierre Ex Pa...
Histochemical Characteristics of Ricinodedron Heudelotii (Baill, Pierre Ex Pa...
 
Formation Sensitivity Assessment of the Gbaran Field, Niger Delta Basin, Nigeria
Formation Sensitivity Assessment of the Gbaran Field, Niger Delta Basin, NigeriaFormation Sensitivity Assessment of the Gbaran Field, Niger Delta Basin, Nigeria
Formation Sensitivity Assessment of the Gbaran Field, Niger Delta Basin, Nigeria
 
The Optimization of Carbonitriding Process for 1022 Self-drilling Tapping Scr...
The Optimization of Carbonitriding Process for 1022 Self-drilling Tapping Scr...The Optimization of Carbonitriding Process for 1022 Self-drilling Tapping Scr...
The Optimization of Carbonitriding Process for 1022 Self-drilling Tapping Scr...
 

Recently uploaded

一比一原版(NEU毕业证书)东北大学毕业证成绩单原件一模一样
一比一原版(NEU毕业证书)东北大学毕业证成绩单原件一模一样一比一原版(NEU毕业证书)东北大学毕业证成绩单原件一模一样
一比一原版(NEU毕业证书)东北大学毕业证成绩单原件一模一样
A
 
21P35A0312 Internship eccccccReport.docx
21P35A0312 Internship eccccccReport.docx21P35A0312 Internship eccccccReport.docx
21P35A0312 Internship eccccccReport.docx
rahulmanepalli02
 

Recently uploaded (20)

Developing a smart system for infant incubators using the internet of things ...
Developing a smart system for infant incubators using the internet of things ...Developing a smart system for infant incubators using the internet of things ...
Developing a smart system for infant incubators using the internet of things ...
 
一比一原版(NEU毕业证书)东北大学毕业证成绩单原件一模一样
一比一原版(NEU毕业证书)东北大学毕业证成绩单原件一模一样一比一原版(NEU毕业证书)东北大学毕业证成绩单原件一模一样
一比一原版(NEU毕业证书)东北大学毕业证成绩单原件一模一样
 
21P35A0312 Internship eccccccReport.docx
21P35A0312 Internship eccccccReport.docx21P35A0312 Internship eccccccReport.docx
21P35A0312 Internship eccccccReport.docx
 
Signal Processing and Linear System Analysis
Signal Processing and Linear System AnalysisSignal Processing and Linear System Analysis
Signal Processing and Linear System Analysis
 
Passive Air Cooling System and Solar Water Heater.ppt
Passive Air Cooling System and Solar Water Heater.pptPassive Air Cooling System and Solar Water Heater.ppt
Passive Air Cooling System and Solar Water Heater.ppt
 
handbook on reinforce concrete and detailing
handbook on reinforce concrete and detailinghandbook on reinforce concrete and detailing
handbook on reinforce concrete and detailing
 
Adsorption (mass transfer operations 2) ppt
Adsorption (mass transfer operations 2) pptAdsorption (mass transfer operations 2) ppt
Adsorption (mass transfer operations 2) ppt
 
What is Coordinate Measuring Machine? CMM Types, Features, Functions
What is Coordinate Measuring Machine? CMM Types, Features, FunctionsWhat is Coordinate Measuring Machine? CMM Types, Features, Functions
What is Coordinate Measuring Machine? CMM Types, Features, Functions
 
Working Principle of Echo Sounder and Doppler Effect.pdf
Working Principle of Echo Sounder and Doppler Effect.pdfWorking Principle of Echo Sounder and Doppler Effect.pdf
Working Principle of Echo Sounder and Doppler Effect.pdf
 
8th International Conference on Soft Computing, Mathematics and Control (SMC ...
8th International Conference on Soft Computing, Mathematics and Control (SMC ...8th International Conference on Soft Computing, Mathematics and Control (SMC ...
8th International Conference on Soft Computing, Mathematics and Control (SMC ...
 
Basics of Relay for Engineering Students
Basics of Relay for Engineering StudentsBasics of Relay for Engineering Students
Basics of Relay for Engineering Students
 
Call for Papers - Journal of Electrical Systems (JES), E-ISSN: 1112-5209, ind...
Call for Papers - Journal of Electrical Systems (JES), E-ISSN: 1112-5209, ind...Call for Papers - Journal of Electrical Systems (JES), E-ISSN: 1112-5209, ind...
Call for Papers - Journal of Electrical Systems (JES), E-ISSN: 1112-5209, ind...
 
Worksharing and 3D Modeling with Revit.pptx
Worksharing and 3D Modeling with Revit.pptxWorksharing and 3D Modeling with Revit.pptx
Worksharing and 3D Modeling with Revit.pptx
 
History of Indian Railways - the story of Growth & Modernization
History of Indian Railways - the story of Growth & ModernizationHistory of Indian Railways - the story of Growth & Modernization
History of Indian Railways - the story of Growth & Modernization
 
Independent Solar-Powered Electric Vehicle Charging Station
Independent Solar-Powered Electric Vehicle Charging StationIndependent Solar-Powered Electric Vehicle Charging Station
Independent Solar-Powered Electric Vehicle Charging Station
 
DBMS-Report on Student management system.pptx
DBMS-Report on Student management system.pptxDBMS-Report on Student management system.pptx
DBMS-Report on Student management system.pptx
 
Involute of a circle,Square, pentagon,HexagonInvolute_Engineering Drawing.pdf
Involute of a circle,Square, pentagon,HexagonInvolute_Engineering Drawing.pdfInvolute of a circle,Square, pentagon,HexagonInvolute_Engineering Drawing.pdf
Involute of a circle,Square, pentagon,HexagonInvolute_Engineering Drawing.pdf
 
analog-vs-digital-communication (concept of analog and digital).pptx
analog-vs-digital-communication (concept of analog and digital).pptxanalog-vs-digital-communication (concept of analog and digital).pptx
analog-vs-digital-communication (concept of analog and digital).pptx
 
Path loss model, OKUMURA Model, Hata Model
Path loss model, OKUMURA Model, Hata ModelPath loss model, OKUMURA Model, Hata Model
Path loss model, OKUMURA Model, Hata Model
 
engineering chemistry power point presentation
engineering chemistry  power point presentationengineering chemistry  power point presentation
engineering chemistry power point presentation
 

Efficient QoS Provisioning for Free-Space MIMO Optical Links over Atmospheric Turbulence and Misalignment Fading Channels

  • 1. International journal of scientific and technical research in engineering (IJSTRE) www.ijstre.com Volume 1 Issue 6 ǁ September 2016. Manuscript id. 467231393 www.ijstre.com Page 16 Efficient QoS Provisioning for Free-Space MIMO Optical Links over Atmospheric Turbulence and Misalignment Fading Channels 1 NAMRATA DAFEDAR, 2 BALIRAM.S.GAYAL M.Tech in Electronics & communication Engineering, Communication Network Branch Indira College of Engineering and Management, Pune Maharastra, India Email: 1 namrata402@gmail.com Assistant Professor, Electronics & communication Engineering, Communication Network Branch Indira College of Engineering and Management, Pune Maharashtra, India Email: baliram.gayal@indiraicem.ac.in Abstract: In cellular mobile communication the usage of MIMO FSO antenna system has shown the tremendous improvement in the quality of the signal. The MIMO system designed with the multiple transmitting & receiving antennas will help to increase the overall output gain as gain is proportional to the product of M transmitter and N receiver antennas‟. In MIMO free space optical communication the transmission of the optical signal required the direct line of sight communication, where there should not be any obstacle in between the transmission of the original signal. But in practicality meeting the above condition is more difficult as many obstacles like bulding, mountain existing in between the transmission path of the signal. So in order to come up with the solution for this problem we have to place the antennas‟ on height as on the top of the taller building, on top of the mountain so that it will help to eliminate the obstacle in between the transmisition path and to meet the criteria of the line of sight communication. Keywords: Free-space optical communications, MIMO (multiple input multiple-output), atmospheric turbulence fading, misalignment fading, outage probability, diversity gain. I. INTRODUCTION The free space optical communication implies the making use of free air, vacuum as transmission medium for the signal .the optical waves or electromagnetic wave travelled at the speed of light thro the channel. While travelling through the air signal may get damaged by reflection or due to the refraction where the signal may get change in terms of it angle or direction. due to this received signal may get scattered and lead to the loss of original signal .the signal to noise ratio of received signal get reduces .the MIMO system make use of increased no of transmitter and receiver antennas to eliminate the loss of signal .increased no of antennas will helps to lower the probability of outage but rate of change is unaffected. For the effective transmission of signal the channel capacity should be always larger than the rate of transmission. When channel capacity goes below the rate of transmission on rate the time channel is unable to carry the whole information and it leads thro outage of transmitted signal. With the help of MIMO antennas we somewhat try to reduce the channel outage. II. PROPOSED SYSTEM: We can design the system by placing multiple antennas by keeping the specific distance between each two successive antennas. the performance is checked for both symmetric and unidirectional misalignment .the probability of outage is calculated by considering pulse amplitude modulation signal and to determine the diversity gain we can make use of the lognormal distribution It is shown that for misalignment condition the output is independent of product of transmitter and receiver antenna and depend on the variation parameter. Whereas on the other hand when antennas are properly placed that means there is will be no any misalignment the output is directionally proportional to product MN.
  • 2. Efficient QoS Provisioning for Free-Space MIMO Optical Links over Atmospheric...... Manuscript id. 467231393 www.ijstre.com Page 17 Fig. 1. Block diagram of the proposed system. III. STATISTICAL CHANNEL MODEL OF MIMO FSO SYSTEM The geometric arrangement of the transmitter and receiver antenna leads to the misalignment fading. Will take the no of antennas are M=N. Initially we kept the spacing of d in between two successive transmitter antennas and same in between the receiver antennas the note that 𝑑 is assumed to be larger than the coherence length of atmospheric fading. We assume that initially each transmit laser is properly aligned to the corresponding receive aperture. We consider the Pm and Qm as coordinate vector of the beam footprint at the respective transmit and receive plane. The total beam footprint at receiver end with random displacement in X „in direction x and Y‟ in direction y is Pm Y X Qm        ' ' for the case of no misalignment Pm=Qm.    N n N m UXG mnmn ee 1 1 where 𝐺 is a Gaussian random variable with mean 𝜇 𝐺 and variance 𝜎 𝐺 2 𝐻 = 𝐴0 𝑒 𝐺−𝑇 = 𝐴0 𝑒 𝑉 where V = G-T with probability density functions (pdf) given by 𝑓𝑉 v = 𝑓𝑉|𝑇 𝑣 𝑡 𝑓𝑇 ∞ 0 t dt IV. DIVERSITY GAIN OF MIMO FSO CHANNELS This section three different misalignment scenarios will be analyzed depending on the random displacements 𝑋′ and 𝑌 ′. Symmetric Misalignment in 𝑋′ and 𝑌 ′ Directions The displacements 𝑋′ and 𝑌 ′ have i.i.d Gaussian distributions with zero mean and variance 𝜎𝑠 2 . Defining 𝛾 = 𝑤/(2𝜎 𝑠) the pdf of 𝑇 = 2𝑅2 /𝑤2 is given by 𝑓𝑇 𝑡 = 𝛾2 𝑒−𝛾2 𝑡 and hence 𝑓𝑉 v = 𝑓𝑉|𝑇 𝑣 𝑡 𝑓𝑇 ∞ 0 t dt = 1 2πσG ∞ 0 e − (v−(μG−t))2 2σG 2 . 𝛾2 𝑒−𝛾2 𝑡 𝑑𝑡 where 𝐵1 = 𝛾2 2 𝑒 𝛾4 σG 2 2 − 𝛾2 𝜇 𝐺 , and 𝐵2 = 𝛾2 σG 2 − μG . Substituting 𝑠 = 𝑣 + 𝐵2 the outage probability can be simplified to
  • 3. Efficient QoS Provisioning for Free-Space MIMO Optical Links over Atmospheric...... Manuscript id. 467231393 www.ijstre.com Page 18 𝑃𝑜𝑢𝑡 𝑅 = 1 2 𝑒 𝛾2 𝜂+𝛾2σG 2 2−𝜇 𝐺 𝑒𝑟𝑓𝑐 𝜂 + 𝐵2 2σG + 𝑒𝑟𝑓𝑐 𝛾2 𝜎 𝐺 2 − 𝜂 + 𝐵2 2σG Substituting the results in the asymptotic probability of outage 𝑃𝑜𝑢𝑡 𝐴𝑠𝑦 given as Unidirectional Misalignment In this case 𝑋′~ (0, σS 2 ) and 𝑌 ′ = 0. The probability density functions of 𝑇 = 2𝑋′2 /𝑤2 is given by 𝑓𝑇 𝑡 = 𝛾 𝜋𝑡 𝑒−𝛾2 𝑡 The outage probability is 𝑃𝑜𝑢𝑡 𝑅 = 𝑓𝑉 𝑣 𝑑𝑣, 𝜂 −∞ = 𝑓𝑉|𝑇 𝑣 𝑡 𝑓𝑇 ∞ 0 t dt dv 𝜂 −∞ The outage probability can be further approximated as 𝑃𝑜𝑢𝑡 𝑅0 ≈ 1 − 1 2 𝑒𝑟𝑓𝑐 𝜂−𝜇 𝐺 2σG + 𝑎 𝑗 2 𝑒 𝑏 𝑗 𝛾2 𝜂 + 𝑏 𝑗 𝛾2 𝜎 𝐺 2 2−𝜇 𝐺 𝐽 𝑗 =1 Erfc 𝜂−𝜇𝐺 +𝑏 𝑗 𝛾2 𝜎 𝐺 2 2𝜎 𝐺 for some integer 𝐽 ≥ 1. At high signal-to-noise ratio with erfc (𝜂) ≈ 2, the asymptotic outage probability is approximated as 𝑃𝑜𝑢𝑡 𝐴𝑠𝑦 𝑅0 ≈ 𝑎𝑗 𝑒 𝑏 𝑗 𝛾2 𝜂 + 𝑏𝑗 𝛾2 𝜎𝐺 2 2 − 𝜇 𝐺 𝐽 𝑗=1 No Misalignment In, this scenario when there is no displacement co we can assume 𝑋′ = 0 and 𝑌 ′ = 0, i.e., no misalignment, is also considered. The channel gain is given in terms the product of MN    N n N m UX mnmn eAH 1 1 00 2 2 |||| 2 nmmn PP w U  and 𝐺𝑜 is Gaussian with mean and variance 𝜇0 = 𝔼 𝐺0 = log 𝑀𝑁 1 + 1 𝑀𝑁 𝑒 𝜎2 𝑋 − 1 and 𝜎2 𝐺0 = log 1 + 1 𝑀𝑁 𝑒 𝜎2 𝑋 − 1 The outage probability is given as 𝑅0 = 1 − 1 2 𝑒𝑟𝑓𝑐 𝜂 − 𝜇𝐺0 2𝜎𝐺0 𝜇0 = 𝔼 𝐺0 = log 𝑀𝑁 1 + 1 𝑀𝑁 𝑒 𝜎2 𝑋 − 1 and 𝜎2 𝐺0 = log 1 + 1 𝑀𝑁 𝑒 𝜎2 𝑋 − 1
  • 4. Efficient QoS Provisioning for Free-Space MIMO Optical Links over Atmospheric...... Manuscript id. 467231393 www.ijstre.com Page 19 The outage probability is given as 𝑅0 = 1 − 1 2 𝑒𝑟𝑓𝑐 𝜂 − 𝜇𝐺0 2𝜎𝐺0 V. SIMULATION RESULTS We consider Gaussian-beam of wavelength 𝜆 = 1550 nm, beam waist 𝑤 𝑜 = 2.1 cm, and radius of curvature 𝐹 𝑜 = −11 m at the transmitter. the propagation distance oh l=1km .circular aperture of receiving antenna is =5cm the spacing between two transmitter antenna is to be d=20 cm typical misalignment transmitter. variance of 𝜎2 𝑠 = 0.1 m2 is considered and rate 𝑅0 = 1 bits/channel-use is considered. Figure.1. Probability of outage versus SNR for 2 × 2 and 4 × 4 MIMO FSO systems arranged as 𝒫2×2 and 𝒫4×4 respectively with symmetric misalignment fading, Figure. Probability of outage versus SNR for 2 × 2 and 4 × 4 MIMO FSO systems arranged as 𝒫2×2 and 𝒫4×4 respectively with unidirectional misalignment fading CONCLUSION A MIMO system model is design to satisfy the system performance which is expressed in terms of diversity gain and outage probability. From the analysis of MIMO antenna system with different misalignment scenario we can proof that the output will get change as per the misalignment scenario. The graph for 2*2 AND 4*4 mimo is showing the respective value of probability of outage vs. diversity gain. For the both the antenna system diversity gain is unaffected by the variation parameter under no misalignment condition. As diversity gain increased its lead to decrease in probability of outage. Where as in symmetric misalignment condition the output get affected by the variation parameter. So we can conclude that to get the reliable output of system the ratio of probability outage has to be reduced and diversity gain has to be increased by making use of the MIMO antenna system with proper alignment of antennas. REFERENCES [1] J. M. Kahn and J. R. Barry, “Wireless infrared communications,” Proc. IEEE, vol. 85, pp. 265–298, Feb. 1997. [2] D. Tse and P. Viswanath, Fundamentals of Wireless Communication, 1st edition. Cambridge University Press, 2005. [3] M. Razavi and J. H. Shapiro, “Wireless optical communications via diversity reception and optical preamplification,” IEEE Trans. Wireless Commun., vol. 4, pp. 975–983, May 2005. 1.5 2 2.5 3 3.5 4 4.5 10 -8 10 -6 10 -4 10 -2 10 0 Log10 (SNR) ProbabilityofOutagePout Closed-form expression Numerical simulation Asymptotic outage at high SNR 1.5 2 2.5 3 3.5 4 4.5 10 -8 10 -6 10 -4 10 -2 10 0 Log10 (SNR) ProbabilityofOutagePout Closed-form expression Numerical simulation Asymptotic outage at high SNR
  • 5. Efficient QoS Provisioning for Free-Space MIMO Optical Links over Atmospheric...... Manuscript id. 467231393 www.ijstre.com Page 20 [4] X. Zhu and J. Kahn, “Free space optical communication through atmospheric turbulence channels,” IEEE Trans. Commun., vol. 50, pp.1293–1300, Aug. 2002. [5] S. M. Navidpour, M. Uysal, and M. Kavehrad, “BER performance of free-space optical transmission with spatial diversity,” IEEE Trans.Wireless Commun., vol. 6, pp. 2813–2819, Aug. 2007. [6] T. A. Tsiftsis, H. G. Sandalidis, G. K. Karagiannidis, and M. Uysal, “Optical wireless links with spatial diversity over strong atmospheric turbulence channels,” IEEE Trans. Wireless Commun., vol. 8, pp. 951– 957, Feb. 2009. [7] N. Letzepis and A. G. i Fábregas, “Outage probability of the Gaussian MIMO free-space optical channel with PPM,” IEEE Trans. Commun., vol. 57, pp. 3682–3690, Dec. 2009. [8] “Outage probability of the free-space optical channel with doubly stochastic scintilation,” IEEE Trans. Commun., vol. 57, pp. 2899–2902, Oct. 2009. [9] S. M. Haas and J. H. Shapiro, “Capacity of wireless optical communications,” IEEE J. Sel. Areas Commun., vol. 21, pp. 1346–1356, Oct. 2003. [10] S. G. Wilson, M. Brandt-Pearce, Q. Cao, and J. H. Leveque, “Free-space optical MIMO transmission with Q-ary PPM,” IEEE Trans. Commun., vol. 53, pp. 1402–1412, Aug. 2005. [11] S. G. Wilson, M. Brandt-Pearce, Q. Cao, and M. Baedke, “Optical repetition MIMO transmission with multipulse PPM,” IEEE J. Sel. Areas Commun., vol. 23, pp. 1901–1910, Sep. 2005. [12] G. A. Koepf, R. Peters, and R. G. Marshalek, “Analysis of brust error occurrence on optical intersatellite link (ISL) design,” in Proc. SPIE Opt. Tech. Commun. Satellite Applications, Jan. 1986, vol. 616, pp. 129–136.