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Copyright © 2009 Arun K. Majumdar 1
Free-Space Laser Communications: Fundamentals, System Design, Analysis
and Applications
Lecture Series:1
Brno University of Technology, Brno, Czech Republic
December 1-6, 2009
Dr. Arun K. [email protected]
105 W. Mojave Rose Ave.Ridgecrest, California 93555,
USA
Copyright © 2009 Arun K. Majumdar 2
Course Outline
1. Introduction
• Definition of free-space laser communications
• Why optical communications? Optical / RF comparison
• Basic block diagram
• Applications overview
2. Major sub-systems for laser communications systems and Link Analysis
• Laser Transmitter
• Modulation methods
• Transmitting optics
Copyright © 2009 Arun K. Majumdar 3
Course Outline• Optical Receiver
– Photo-detectors– Pre-amplifier– Optics, Fiber Optics
• Acquisition, Pointing, and Tracking
3. Optical Signal Detection• Direct Detection: Detection statistics• SNR Bit-Error-Rate (BER) probability• Coherent Detection
4. Atmospheric Channel Effects• Attenuation• Beam Wonder• Turbulence (Scintillation/ Fading)• Turbid (rain, fog, snow)• Cloud-free line of sight
Copyright © 2009 Arun K. Majumdar 4
Course Outline
• Received Power
• Link Margin
• Data Rate
• Reliability
Copyright © 2009 Arun K. Majumdar 5
Course Outline
5. Basic Free-Space Laser Communications System
- Wavelength Selection- Free-Space Lasercom Subsystems
Copyright © 2009 Arun K. Majumdar 6
Course Outline
6. Free-Space Laser Communications Systems Performance
• Metrics for evaluating the performance
• SNR and BER in presence of atmospheric turbulence
• Probability of Fade
• Examples
– Terrestrial (Horizontal Link)
– Uplink
– Downlink
Copyright © 2009 Arun K. Majumdar 7
Course Outline
7. Mitigating Turbulence Effects
• Multiple Transmitters
• Adaptive Optics
8. Animation Show
9. Summary: Improvement of Lasercom Performance
REFERENCES
Copyright © 2009 Arun K. Majumdar 8
Objectives
At the end of the course participants will be able to:• Understand basic operational principles of free-
space laser communications• Describe lasercom systems using fundamental
design concepts• Describe atmospheric propagation effects on
lasercom performance • Quantitatively evaluate degradation in system
performance as a function of various atmospheric parameters
• Perform link budget analysis and calculate Bit Error Rate (BER)
Copyright © 2009 Arun K. Majumdar 9
WHAT IS THE BIG PICTURE OF FREE-SPACE LASER COMMUNICATIONS?
• Air-to-Air
• Air-to-Ground
• Ground-to-Air
• Ground-to-Ground
Copyright © 2009 Arun K. Majumdar 10
Why Optical Communications?
• The main reason is the potential increase in information and power that can be transmitted
• Note: For a circular lens antenna of diameter d, transmitting an electromagnetic wave of wavelength λ, the antenna transmitter gain:
• Gain, Ga=16/ӨT2
• ӨT = transmitting divergent angle ≈ λ/d, so that Ga = 16 d 2/ λ2
Example: 6 in lens antenna at 6x10^14 Hz has 122 dB Gain, compared to an improvement over an RF antenna of 210 ft (~ 64 m) generating gain of 60 dB !
Copyright © 2009 Arun K. Majumdar 11
Optical and RF comparison
Antenna Gain
Comparison for
Optical and RF
Copyright © 2009 Arun K. Majumdar 12
Major sub-systems for laser communications systems and Link
Analysis
– Laser Transmitter
– Transmitter Optics
– Beam Propagation
– Optical Receiver
– Receiver Optics
– Acquisition, Pointing and Tracking
Copyright © 2009 Arun K. Majumdar 13
Modulation Method
• Figure. Selected Modulation Formats
Copyright © 2009 Arun K. Majumdar 14
Optical Receivers
The purpose of the receiver is:
(i) To convert the optical signal to electrical(ii) Recover data DIRECT DETECTION
Figure. Typical direct detection digital optical receiver
Copyright © 2009 Arun K. Majumdar 15
Coherent Detection
For detecting weak signal, coherent detection scheme is applied where the signal is mixed with a single-frequency strong local oscillator signal. The mixing process converts the weak signal to an intermediate frequency (IF) in the RF for improved detection and processing.
Copyright © 2009 Arun K. Majumdar 16
Optical ReceiversReceiver performance
The Signal-to-Noise-Ratio for an optical receiver containing a p-i-n diode preceded by an EDFA of the receiver can be calculated as:
SNR =Ip2 / (σ2
T + σ2s+ σ2
sig-sp+ σ2sp-sp)
The Bit-Error-Rate (BER), is the probability of incorrect bit identification by the decision circuit of the receiver. With equal occurrence probabilities of logical “1” s and “0”s , and Gaussian noise, the BER is given by:
BER = (1/4)· [erfc{(I1 –ID) / σ121/2} + erfc{(ID –I0) / σ021/2}]
Where I1 and I0 are the average signal currents at the input of the decision circuit for a “1” and “0”, respectively. σ1 and σ0 are the rms noise currents for a “1” and “0”. ID is the threshold current value of the decision circuit. An adequate choice of ID is: ID = (σ0 I1 + σ1 I0) / (σ1+ σ0)
Thus, BER = (1/2) erfc(Q/21/2), where Q = (I1- I0) / (σ1+ σ0)
17Copyright © 2009 Arun K. Majumdar
Free-Space Laser Communication:the Atmospheric Channel
Transceiver A Transceiver B
Laser power reduction due to atmospheric channel effects
Potential atmospheric effects:
Physical obstructions – birds, bugs, tree limbs, other
Absorption – primarily due to water vapor and carbon dioxide
Scattering – dust particles, water droplets (fog, rain, snow)
Building sway – wind, differential heating/cooling, ground motion
Scintillation – atmospheric turbulence
Copyright © 2009 Arun K. Majumdar 18
Various atmospheric effects relevant to free-space laser communications
19Copyright © 2009 Arun K. Majumdar
The Atmospheric Channel: Absorption
• Absorption depends on water vapor and carbon dioxide content of the atmospheric channel, which in turn depends on humidity and altitude
• Transmission “windows” occur at visible wavelengths and in the ranges 1.5-1.8 m, 3-4 m, and 8-14 m.
20Copyright © 2009 Arun K. Majumdar
The Atmospheric Channel: Scattering
No smokeBER 10-8
Weak smokeBER 10-4
Heavy smokeBER 10-3
CommunicationTransmitter (155Mb/s)
Transmitter
z
0o
dzexpI
I(z) Transmittance (scattering + absorption):
• caused when wavelength collides with scattering particle
• no loss of energy, only directional redistribution
• physical size of particle determines type of scattering:
particle Rayleigh scattering (symmetric)
particle Mie scattering (forward direction)
particle extreme forward scattering
Aerosols & droplets
Atoms & molecules
Copyright © 2009 Arun K. Majumdar 21
The result for the scatter attenuation depends on the visibility, V in Km and the wavelength given in m. Visibility V is that distance within which the naked eye can still recognize larger buildings. If mist or fog is in the atmosphere, visibility decreases. From the above equation we can generate the following Table:
Weather Fog Medium Fog Extreme rain up to 180 mm/h, hail storm
Haze Rain with 100 medium rain light to mm/h, medium to 45 mm/h, medium snow fall, light fog light snow rain fall, mist
Clear
Visibility in Km 0.05 0.2 0.5 1 2 4 10 23 Atten.dB/Km @800 nm
345 88 33 16 7.5 3.1 1.05 0.5
Atten,dB/Km@1550 nm
345 87 34 10.5 4.5 2.1 0.4 0.2
22Copyright © 2009 Arun K. Majumdar
Atmospheric Turbulence Effects on Propagation
Fluctuations of the refractive index are locally homogeneous and isotropic: oonn LrlrCnrnrD
,)0()()( 3/222
Copyright © 2009 Arun K. Majumdar 23
December 15, 2002 December 16, 2002 December 17, 2002
February 8, 2003 February 12, 2003 February 13, 2003
Turbulence-Induced Refractive Index Fluctuations
Copyright © 2009 Arun K. Majumdar 24
Atmospheric Models
• Hufnagel-Valley (HV) model:
where is the rms wind speed. Typical value of the parameter, A=1.7x10-14 m-2/3.
• Modified Hufnagel-Valley (MHV) model:
100exp
1500exp107.2
1000exp)10(
2700594.0)( 16105
22 h
Ahh
hhCn
100exp1090.1
1500exp1002.3
1000exp1016.8)( 151710542 hhh
hhCn
Copyright © 2009 Arun K. Majumdar 25
• SLC-Day model:
Cn2 = 0 0 m < h < 19 m
= 4.008 x 10^13h^-1.054 19 m < h < 230 m
= 1.300 x 10^-15 230 m < h < 850 m
= 6.352 x 10^-7h^-2.966 850 m < h < 7000m
= 6.209 x 10^-16h^-0.6229 7000 m <h < 20,000 m
Copyright © 2009 Arun K. Majumdar 26
CLEAR1 Model
3034.10 h
}]/)[(5.0exp{)(log 22210 FEhDChBhACn
where A= -17.0577, B= -0.0449, C= -0.0005 D= 0.6181, E= 15.5617, F= 3.4666
27Copyright © 2009 Arun K. Majumdar
Propagation of a Gaussian Laser Beam in Free Space
Receiver beam size:
Transmitter focusing parameter:
Normalized diffractive distance:
Receiver radius of curvature:
2
22
z)ˆ1(ˆ
)zˆ(z)z(
rr
rR
o
o zz)(ˆ
R
-Rr
dz
zz 2/z 2
od kw
2
122 )zˆ()z( rww
o
Copyright © 2009 Arun K. Majumdar 28
Goal: Maximization of Intensity on Receiver
-2 -1 0 1 2
Beam Profile on Target (m)
Ave
rage
Pow
er D
ensi
ty
turbulence
free space
0 1000 2000 3000 4000 5000
Propagation Distance (m)
Ave
rage
Pea
k Po
wer
Den
sity
strongturbulence
weakturbulence
Focused Beam
Copyright © 2009 Arun K. Majumdar 29
N o r m a l i z e d v a r i a n c e o f i r r a d i a n c e ( I ) f l u c t u a t i o n s :
2
222
I
III
F o r w e a k s c i n t i l l a t i o n r e g i m e , t h e i r r a d i a n c e v a r i a n c e i s p r o p o r t i o n a l t o t h e R y t o v v a r i a n c e f o r a p l a n e w a v e ,
6/116/722
1 23.1 LkC n
T h e t h r e e - d i m e n s i o n a l p o w e r s p e c t r u m o f r e f r a c t i v e i n d e x f l u c t u a t i o n s i s t h e o r i g i n a l K o l m o g o r o v s p e c t r u m :
,033.0)( 3/112 nn C
1 / L 0 < < < < 1 / l 0
w h e r e = 2 / t u r b u l e n c e s i z e
Copyright © 2009 Arun K. Majumdar 30
w h e r e k i s t h e w a v e n u m b e r . T h e m o d i f i e d v o n K a r m a n s p e c t r u m i s : ( t a k i n g i n t o a c c o u n t o f i n n e r a n d o u t e r s c a l e s )
0,)(
)/exp(033.0)(
6/1120
2
222
m
nn C
m l 0 = 5 . 9 2 a n d
0 = 1 / L 0 F i g u r e s h o w s t h e p o w e r s p e c t r u m o f r e f r a c t i v e i n d e x f l u c t u a t i o n s f o r v a r i o u s t u r b u l e n c e m o d e l s :
F o r W e a k t u r b u l e n c e r e g i m e : F o r p l a n e w a v e : 6/116/722
12 23.1)( LkCL nI ,
31Copyright © 2009 Arun K. Majumdar
What is Lens Aperture Averaging?
Aperture-Averaging Factor A: describes the percent decrease in intensity fluctuations due to having a receiver that is larger than a point.
Example: Log-Irradiance Variance = 1.0 A = 0.75 Aperture-Averaged Log-Irradiance = (1.0)(.75) =0.75
25% reduction in scintillation
)Aσσ( 2I
2I
Fluctuations in intensity are “averaged” over receiving aperture of diameter D:
2/1
211
0
2
22
o
22
o
2
o
2
o
22
x1xxcos(z)w
φρ
zw
ρ2
ρ
x-Dexpdxx
π
16A
Aperture Averaging Model*:
*Ricklin and Davidson, JOSA A 20(5), 856, 2003.
32Copyright © 2009 Arun K. Majumdar
Behavior of the Aperture Averaging Factor A
0.00 0.02 0.04 0.06 0.08 0.10
Lens Diameter (m)
0.0
0.2
0.4
0.6
0.8
1.0
Aper
ture
Ave
ragi
ng F
acto
r ACn2 = 10e-14Cn2 = 5x10e-14
L = 2000 m = 0.785
0.00 0.05 0.10 0.15 0.20
Lens Diameter (m)
0.0
0.2
0.4
0.6
0.8
1.0
Aper
ture
Ave
ragi
ng F
acto
r A
Cn2 = 10e-14Cn2 = 5x10e-14
L = 2000 m = 1.55
• Aperture averaging can significantly reduce intensity scintillations
• Scintillations increase with path length
• For smaller aperture sizes in stronger turbulence, scintillations can be severe
• Doubling the receiver aperture size decreases scintillations by about a factor of two
• Doubling the wavelength roughly doubles the aperture size required to “average” scintillations
• Degree of beam divergence does not play a significant role
33Copyright © 2009 Arun K. Majumdar
Coherence-Induced “Artificial” Aperture Averaging
Aperture Averaging: Fluctuations in intensity are “averaged” over the receiving aperture of diameter D
“Artificial” Aperture Averaging: reduce the beam coherence length rather than increase the receiving lens diameter
34Copyright © 2009 Arun K. Majumdar
0 5 10 15 20 25 30 35 40 45 50 55 60 65
radial distance from beam center (cm)
0
2
4
6
8
10
Log-
inte
nsity
Var
ianc
e
Divergent Beam
= 0.785 mz = 2000 mwo = 2.5 cm
Cn2 = 1x10-14 m-2/3
s = 20
s = 50
s = 1000
0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0
radial distance from center of receiver aperture (cm)
0.025
0.030
0.035
0.040
0.045
0.050
Ape
rture
-ave
rage
d Lo
g-in
tens
ity V
aria
nce
Divergent Beam
= 0.785 mz = 2000 mwo = 2.5 cm
Cn2 = 1x10-14 m-2/3
D = 10 cm
s = 20
s = 50
s = 1000
Aperture-Averaged Log-Intensity Variance
log-intensity variance showingoff-axis fluctuations (point receiver)
log-intensity variance averagedover 10 cm diameter aperture
=
)A( 2Zln
2Zln
Copyright © 2009 Arun K. Majumdar 35
Copyright © 2009 Arun K. Majumdar 36
Optical Communication Link• Figure 1 illustrates the major subsystems in a complete free-space
laser communications system.
Transmitter Channel Receiver Data
Source Laser
Modulator Internal External
Bit Rate
Coding
Amplifier
Free-Space Absorption Scattering Turbulence Background radiance
Detection Direct Detection Optical Preamplified Heterodyne
Demodulation Incoherent/Coherent Optical/Electrical
Detector p-i-n PD
APD
Data
Decoding
Bit-Error Rate (BER)
Copyright © 2009 Arun K. Majumdar 37
Basic Free-Space Laser Communications System
Copyright © 2009 Arun K. Majumdar 38
Wavelength selection criteria
Choice of the transmitting laser wavelength will depend upon:- Atmospheric propagation characteristics- Optical background noise- Technologies developed for lasers, detectors, and spectral
filters
(wind velocity of 30 m/s, and a 45º zenith angle for propagation using Hufnagel approximation were assumed)
Copyright © 2009 Arun K. Majumdar 39
Free-Space Laser Communications Link Analysis
Consider a transmitter antenna with gain GT transmitting a total power PT Watts for a communication range, L.
Copyright © 2009 Arun K. Majumdar 40
Free-Space Laser Communication Link Equation, Link Margin and Data Rate
• Received PowerLink equation combines attenuation and geometrical aspects to calculate the received optical power as a function of range, telescope aperture sizes and atmospheric transmissions.
The link equation can be used to generate power detection curves as a function of range. Figure shows the calculated received power as a function of range for the case of a 10 Mbit/s bandwidth, using a LED operating at 0.85- μm wavelength, 40 mW power, 13-cm receiver, atmospheric transmission r3eceiver4 optical efficiency of 0.2, transmitter divergence angle of 1 degree =0.0175 radians, and NEP (noise equivalent power) of the Si detector of 300 nW for daytime operation.
(Ref. Dennis Killinger, “Free space optics for laser communication
through air,” Optics & Photonics News, October 2002)
Light Haze: low attenuation (10-4/m or 0.2 dB/Km)
Clouds similar to modertae fog- Modertae attaenuation ( 10-2/m or 20 dB/Km)
Copyright © 2009 Arun K. Majumdar 41
• Link Margin
Link margin describes how much margin a given system has at a given range to compensate for scattering, absorption and turbulence losses. The link margin is defined as: M = (Received Power Available)/ (Required Received Power)
Required Received power for a given data rate and receiver sensitivity is:
Preq = Nb.r.(hc/λ) where Nb is the receiver sensitivity (Photons/Bit), r is the data rate, h = Planck’s constant, c = velocity of light
The Margin, M is then given by:
M = PT/[r.(hc/λ) ].(dR2/θT
2L2)τatm τ TτR.(1/ Nb)
• Data Rate
The data rate is given by: r = (PT τatm τ TτR..A)[π(θT/2)2L2.Ep. Nb.] where
Ep is the laser photon energy=hc/ λ.
Example: For a 10 cm telescope, diffraction limited divergence = 14 μrad, transmitter peak power =200 mW, transmitter efficiency =o.5, receiver efficiency = 0.5, and using an avalanche photo-detector with sensitivity of 60 photons/bit for 10-8 BER , the Figure shows the data rate as a function of range, L.
Copyright © 2009 Arun K. Majumdar 42
• Ref. Scott Bloom, Eric Korevaar, John Schuster and Hienz Willebrand, “Understanding the performance of free-spaceoptics,” JON (OSA), Vol.2, No.6, 178-200 ((2003).
• Ref. E. Korevaar, S. Bloom, K. Slatnick, V. Chan, I.Chen, M.Rivers, C. Foster, K. Choi and C.S. Liu, “Status of SDIO/IS&T Lasercom Testbed Program,” SPIE. Vol.1866 (1993).
Copyright © 2009 Arun K. Majumdar 43
Table 1. Link Analysis Example of a Satellite-to-Ground Laser Communication SystemParameter Value/Factor
dB
Wavelength () Range (L) Data Rate Receiver Diameter (D) Transmitter Divergence Angle (T) Transmitter Antenna Gain (GT = 16/ (T)2) Transmitter Optical Loss Space Loss ( S = (/4L)2 ) Receiver Antenna Gain ( GR = (D/)2 ) Receiver Optical Loss SYSTEM LOSS Atmospheric Turbulence Margin Clear Air Transmission Loss TOTAL LINK LOSS LINK MARGIN DESIGN LOSS Required Received Signal at 3 Gbps Required Laser Power at 3 Gbps = Required received signal – Design Loss
0.635 micrometer 4.83 x 105 meter 3 Gbps 1.4 meter 2.07 x 10-4 radians 3.73 x 108 0.1 1.09 x 10-26 47.974 x 1012 0.1 9.36 x 10-8 Watt 4.14 Watt (= 10 6.17/10 )
+85.72 -10.0 -259.61 +136.81 -10.0 -57.08 -11.30 -2.08 -70.46 -6.00 -76.46 -70.29 (=10 log10 9.36x10-8) -70.29+76.46 = 6.17
Copyright © 2009 Arun K. Majumdar 44
Example 2. Link Budget for 10 Gbps Laser Communication between Satellite and Ground Station
Parameter/Item Downlink(satellite -to- ground)
Uplink(ground-to-satellite)
WavelengthLaser PowerTransmitting Antenna (efficiency= 50%)Antenna GainRangeFree-Space LossReceiving Antenna (efficiency=50%)Antenna GainAtmospheric Loss , etc.(Absorption loss: 3.0 dB, Strehl ratio due to the atmospheric turbulence: 0.27 dB, coupling loss for wavefront sensing:0.5 db)Receiving PowerSensitivityREQUIRED POWERMARGIN
1.55 micrometer1 Watt20 cm
109.15 dB38,000 km-289.77 dB100 cm
123.13 dB–10.1 dB
-37.59 dBm70 photons/bit40.47 dBm2.9 dB
1.55 micrometer1 Watt100 cm
123.13 dB38,000 km-289.77 dB20 cm
109.15 dB-9.6 dB
-34.09 dB70 photons/bit40.47 dBm4.6 dB
Copyright © 2009 Arun K. Majumdar 45
EXAMPLE 3. Very Short Range through Low Visibility Atmospheric Laser Communication Link
Parameter/ItemFactor
Atmospheric LossWavelengthRangeData RatePeak Laser Power
Transmit ApertureTransmit Divergence (at 1/e2 point)Receiver Aperture
Receiver SensitivityPeak Laser Transmit PowerExtinction ratio degradationPointing LossGeometric Range LossAtmospheric LossAtmospheric Scintillation Fade
Receive Optics AttenuationBandpass Filter Loss
RECEIVED PEAK POWER AT DETECTOR
REQUIRED PEAK POWER AT DETECTOR
LINK MARGIN AT RANGE
-200 dB/Km785 nm200 meter1250 Mbit/s1.mW
5 cm 0.5 mradian7.5 cm
800 nWatt-14.44 dBW-0.2 dB-1 dB -2.50 dB-40 dB-1 dB
-1.4 dB-0.7 dB
-61.24 dB
-60.97 dB
-0.27 dB
Copyright © 2009 Arun K. Majumdar 46
RELIABILITY OF LASER COMMUNICATION LINKS
• Consider the link power budget. It includes all average losses of optical power P [dBm], which arise between the laser source and the receiving photo-detector.
• Pt [dBm] = transmitter power, Prec [dBm] = received power, P0 [dBm] = receiver sensitivity and Lp [dBm] = propagation loss. LM is an initial link parameter that serves to express the reliability of the lasercom system.
• LM = Pt - Lp - P0• The link availability is a percentage of time Tav[%], when the data
transmission bit error rate is less than its defined value. The link availability can be expressed as by a probability that additional optical power losses LA [dB] caused by atmospheric effects are less than link margin LM. The attenuation of radiation in the atmosphere has a dominant share among all losses.
• The link availability can be expressed by means of a probability density p(A) of an attenuation coefficient A [dB/km] from the following equation:
• •• • where A is the limiting attenuation coefficient value, which is given by• A = [LM(D)/D].1000, D being the range.
A
av AdApT
0
)()(%100
Copyright © 2009 Arun K. Majumdar 47
One of the possible ways to determine the distribution of p(A) is based on long-time monitoring of of a received signal level of a real measuring link. Another way consists in utilizing data that was collected in the past. Visibility V[km] is the quantity to be monitored and it serves to determine the attenuation coefficient. Statistical distribution functions F(A< ) can be created, which represents statistical link models. The values of the above integral can be determined from these functions for given limiting attenuation coefficients. An example of statistical link model is shown in the following figure.
Note that for two limiting attenuation coefficient values A= 21 dB/km, and A= 8 dB/km, the corresponding link availabilities are Tav = 93% and Tav = 91% .
Copyright © 2009 Arun K. Majumdar 48
P R O B A B I L I T Y D E N S I T Y F U N C T I O N S O F I R R A D I A N C E F L U C T U A T I O N S S c i n t i l l a t i o n c a n l e a d t o p o w e r l o s s e s a t t h e r e c e i v e r : e v e n t u a l l y c a n c a u s e f a d i n g o f t h e r e c e i v e d s i g n a l b e l o w a p r e s c r i b e d t h r e s h o l d v a l u e . T h e r e f o r e w e n e e d t o k n o w t h e f o r m o f t h e P D F t o e v a l u a t e l a s e r c o m s y s t e m p e r f o r m a n c e . S o m e o f t h e P D F s : L o g n o r m a l d i s t r i b u t i o n :
,),(2
),(2
1
),(ln
exp2),(
1)(
2
2
2
Lr
LrLrI
I
LrIIp
I
I
I
I > 0 ( n o n n e g a t i v e
i r r a d i a n c e )
K D i s t r i b u t i o n : ),2()()(
2)( 1
2/)1( IKIIp
I > 0
L o g n o r m a l - R i c i a n D i s t r i b u t i o n : z
rerIp
2
)1()(
022
22
0 ,2
)2
1(ln)1(
exp)1(
2z
dzz
z
Ir
z
rIrI
z
z
I > 0
G a m m a - G a m m a D i s t r i b u t i o n : dxxpxIpIp xy )()()(0
= ,2)()(
)(2 12/)(
2/)(
IKI
I > 0
Copyright © 2009 Arun K. Majumdar 49
The Probability of Error, Bit Error Rate (BER)
pI(s) = probability distribution of irradiance
Is= instantaneous signal current with mean value
<Ps> = mean signal value
<SNR> is the mean SNR in presence of turbulence
Copyright © 2009 Arun K. Majumdar 50
Copyright © 2009 Arun K. Majumdar 51
DIRECT DETECTION Signal to be detected is always mixed with noise, such as background and detector (shot) noise. The signal in presence of noise can be detected using thresholding technique. The signal is present if the output of the receiver exceeds that threshold value. If noise alone exceeds that threshold, it is interpreted as signal, which is termed as “false alarms”. If the noise and the signal together does not exceed the threshold (even if the signal is present) we call this “Missed detection”. The following figure depicts this concept.
Copyright © 2009 Arun K. Majumdar 52
C A S E : N O T U R B U L E N C E
O u t p u t c u r r e n t f r o m t h e d e t e c t o r : NS iii
Si ( t h e s i g n a l c u r r e n t ) i s g i v e n b y
h
ePi S
S
h
PeeBii S
SN
B22 2
2
B = b a n d w i d t h
2Ni = 2
N
N
STURBNO
iSNR
.
= Bh
P S
2
I f w e t a k e i n t o a c c o u n t o f t h e b a c k g r o u n d n o i s e , P B , w e c a n w r i t e a m o r e g e n e r a l e x p r e s s i o n f o r S N R a s f o l l o w s :
)(2
.
BS
STURBNO
PPBh
PSNR
Copyright © 2009 Arun K. Majumdar 53
C A S E : W I T H T U R B U L E N C E N o t e t h a t Si i s f l u c t u a t i n g a n d i s a r a n d o m v a r i a b l e . T h e m e a n s i g n a l c u r r e n t i s
h
Pei S
S
w h e r e 2SP =
22SS PP
.20
.
)( TURBNOIS
S
TURBNO
SN
STURB
SNRDP
P
SNRiSNR
w h e r e )(2 DI = A )0(2I ,
A b e i n g t h e a p e r t u r e a v e r a g i n g c o e f f i c i e n t
h
PBeP
h
e
iii
SS
NSSSN
22
2
2222
2
Copyright © 2009 Arun K. Majumdar 54
Bit Error-Rate (BER) Performance Some Basics of BER The bit-error-rate (BER) is the probability of incorrect bit identification by the decision circuit. A typical requirement for optical receivers is BER < 10-9 (i.e., less than one error in one billion bits). The receiver sensitivity is the minimum average received optical power required to achieve BER = 10-9 Let us calculate the BER for an “Ideal Receiver”- light signal with power P and B is the bit rate. - # Photons/sec = P/h. - Ave # Photons/bit interval = P/(hB) - Poisson probability, p(n)= e- n / n ! where = P/(hB) - P[01] = p(0) = e- - BER = p(1) P[01] +p(0) P[10] = ½ e- P/(hB) - For BER = 10-12, we need an average of 27 photons per bit
The figure shows the time fluctuating digital signal and probability distribution centered at average signal levels I1 and I0 (point of decision: time wise, t = td, and signal wise I = ID )
Copyright © 2009 Arun K. Majumdar 55
A n e r r o r o c c u r s i f I < I D f o r a “ 1 ” b i t , o r i f I > I D f o r a “ 0 ” b i t . W e c a n c a l c u l a t e t h e B E R a s f o l l o w s : B E R = p ( 1 ) P [ 0 1 ] + p ( 0 ) P [ 1 0 ] P r o b a b i l i t y o f P r o b . o f d e t e c t i n g a “ 0 ” t r a n s m i t t i n g a “ 1 ” g i v e n t h a t a “ 1 ” w a s s e n t ( u s u a l l y = 1 / 2 ) A s s u m i n g a G a u s s i a n P D F s w i t h v a r i a n c e
0 , 1 w e f i n d ,
B E R =
D
D
I
I
dIIppdIIpp )()0()()1( 01
= )2
()2
((4
1
0
0
1
1
II
erfcII
erfc DD
a s s u m e p ( 0 ) = p ( 1 ) = 1 / 2 I n t h e a b o v e e q u a t i o n e r f c d e n o t e s t h e c o m p l i m e n t a r y e r r o r f u n c t i o n :
x
dyyespxerfc )(2
)( 2
W e c a n a l s o f i n d t h e o p t i m a l d e c i s i o n t h r e s h o l d t h a t m i n i m i z e d t h e B E R f r o m : d ( B E R ) / d I D = 0 , a n d i s g i v e n b y : p 1 ( I D ) = p 0 ( I D )
Copyright © 2009 Arun K. Majumdar 56
i . e . , w h e r e t h e p d f f o r “ 1 ” s i n t e r s e c t t h e p d f f o r “ 0 ” s . T h i s i s a t r a n s c e n d e n t a l e q u a t i o n f o r I D t h a t h a s t o b e s o l v e d n u m e r i c a l l y . B y c h o o s i n g I D s o t h a t P [ 1 0 ] = P [ 0 1 ] , g i v e s a v e r y g o o d a p p r o x i m a t e v a l u e f o i r t h e o p t i m u m d e c i s i o n l e v e l a s
10
0110
II
I D
Q - V a l u e a n d R e c e i v e r S e n s i t i v i t y I t i s t h e n u s e f u l t o d e f i n e t h e Q - v a l u e a s a m e a s u r e
10
01
II
Q a n d t h e B E R i s t h e n r e l a t e d t o t h e Q a s
2
)2/exp(
22
1 2
Q
QQerfcBER
Q i s t h e o p t i c a l S N R . T h e r e f o r e w e c a n a l s o w r i t e ,
22
1 SNRerfcBER
O n c e I 0 , I 1 , 0 a n d 1 a r e f o u n d , t h e B E R c a n b e f o u n d f r o m t h e Q .
Copyright © 2009 Arun K. Majumdar 57
Copyright © 2009 Arun K. Majumdar 58
M o d u l a t i o n u s e d i n a d i g i t a l c o m m u n i c a t i o n s y s t e m i s “ b i n a r y t r a n s m i s s i o n ” b y a s e q u e n c e o f b i t s d e n o t e d b y t h e s y m b o l s “ 1 ” a n d “ 0 ” . T h e p e r f o r m a n c e m e a s u r e i n d i g i t a l c o m m u n i c a t i o n s i s p r o v i d e d b y “ p r o b a b i l i t y o f e r r o r ” , t h e b i t e r r o r - r a t e ( B E R ) . T h e m o s t b a s i c f o r m o f p u l s e d m o d u l a t i o n i n b i n a r y d i r e c t d e t e c t i o n r e c e i v e r i s o n - o f f k e y i n g ( O O K ) . T h e o b j e c t i s t o d e t e r m i n e t h e p r e s e n c e o f s i g n a l i n a n o i s y e n v i r o n m e n t . I f a “ 0 ” i s m i s t a k e n b y “ 1 ” , t h e p r o b a b i l i t y i s d e n o t e d b y P r ( 1 0 ) , w h i l e a “ 1 ” m a y b e m i s t a k e n b y a “ 0 ” w i t h p r o b a b i l i t y P r ( 0 1 ) . T h e o v e r a l l p r o b a b i l i t y o f e r r o r P r ( E ) i s :
P r ( E ) = p 0 P r ( 1 0 ) + p 1 P r ( 0 1 ) , p 0 i s t h e t r a n s m i s s i o n p r o b a b i l i t y o f a b i n a r y “ 0 ” , p 1 i s t h e t r a n s m i s s i o n p r o b a b i l i t y o f a b i n a r y “ 1 ” . F o r O O K t r a n s m i s s i o n , a s s u m i n g G a u s s i a n d i s t r i b u t i o n f o r n o i s e a l o n e a n d s i g n a l p l u s n o i s e ,
P r ( 1 0 ) =
N
T
i
i
N
ierfcdie
T
N
22
1
2
1 22 2/
P r ( 0 1 ) =
N
TS iierfc
22
1
N O T U R B U L E N C E : B E R N O T U R B . = P r ( E ) =
222
1
22
1 .TURBNO
N
SSNR
erfci
erfc
W I T H T U R B U L E N C E : B E R T U R B . = P r ( E ) = dsi
SNRerfcsp
S
SI
0 22)(
2
1
59Copyright © 2009 Arun K. Majumdar
-50.0 -45.5 -41.0 -36.5 -32.0 -27.5 -23.0 -18.5 -14.0
Receiver Power (dBm)
10-8
10-7
10-6
10-5
10-4
10-3
10-2
10-1
100
Bit
Err
or R
ate
L = 1000 m
D = 4 cm, Cn2 = 10e-14D = 8 cm, Cn2 = 10e-14D = 4 cm, Cn2 = 5x10e-14D = 8 cm, Cn2 = 5x10e-14
no turbulence
-50.0 -45.5 -41.0 -36.5 -32.0 -27.5 -23.0 -18.5 -14.0
Receiver Power (dBm)
10-8
10-7
10-6
10-5
10-4
10-3
10-2
10-1
100
Bit
Err
or R
ate
L = 2000 m
D = 4 cm, Cn2 = 10e-14D = 8 cm, Cn2 = 10e-14D = 4 cm, Cn2 = 5x10e-14D = 8 cm, Cn2 = 5x10e-14
no turbulence
Effect of Atmospheric Turbulence on Bit Error Rate
• Atmospheric turbulence significantly impacts BER
• Even with aperture averaging, reduction in BER is several orders of magnitude
• As atmospheric turbulence strength and path lengths increase, so does the BER
What to do? Adaptive Optics
60Copyright © 2009 Arun K. Majumdar
-65 -60 -55 -50 -45 -40 -35 -30 -25
Popt (dBm)
10-8
10-7
10-6
10-5
10-4
10-3
10-2
10-1
Bit
Err
or R
ate
= 0.785 m
z = 2000 m
wo = 2.5 cm
D = 10 cm
Collimated Beam
coherent beampartially coherent beam
free
space
Cn2 = 1x10-15 m-2/3
Cn2 = 1.2x10-14 m-2/3
Partial Coherence: Poor Man’s Adaptive Optics
Weak turbulence:
PCB reduces BER by 3 orders of magnitude
Moderate turbulence:
PCB reduces BER by only 1 order of magnitude
Copyright © 2009 Arun K. Majumdar 61
The figure shows a plot of BER as a function of SNR for different signal fluctuations, defined by 6/116/722
0 50.0 LkCn (for weak fluctuation, 2
0=0.1, and for moderate to strong fluctuations, 2
0=4).
•*Laser Beam Scintillation with Applications, L.C. Andrews, R.L. Phillips, and C.Y. Hopen (SPIE Press, Bellingham, 2001).
Copyright © 2009 Arun K. Majumdar 62
P R O B A B I L I T Y O F F A D E T h e p r o b a b i l i t y t h a t t h e o u t p u t c u r r e n t o f t h e d e t e c t o r w i l l d r o p b e l o w a p r e s c r i b e d t h r e s h o l d i T i s d e f i n e d b y
0 0
)()()(Ti
INSTr didsspsipiiP Ti
I diip0
)(
F a d e t h r e s h o l d p a r a m e t e r :
TT I
LIF
),0(log10 10 d B
C a s e 1 . T e r r e s t r i a l L a s e r C o m m u n i c a t i o n L i n k T h e f i g u r e s h o w s p r o b a b i l i t y o f f a d e a s a f u n c t i o n o f t h r e s h o l d l e v e l , D = 0 d e f i n e s a p o i n t r e c e i v e r . T h e F o l l o w i n g f i g u r e s s h o w t h e p r o b a b i l i t y o f f a d e f o r v a r i o u s p a t h l e n g t h s , C n
2 = 1 0 - 1 3 m - 2 / 3 , w a v e l e n g t h , = 1 . 5 5 m . •Laser Beam Scintillation with Applications, L.C. Andrews, R.L. Phillips, and C.Y. Hopen (SPIE Press, Bellingham, 2001).
Copyright © 2009 Arun K. Majumdar 63
Case 2. Uplink Slant Path Laser Communication Link Note that the atmospheric model for Cn
2 is to be taken from Hufnagel-Valley (H-V) model, described earlier. This model shows the variation of Cn
2 as a function of height taking into account of the zenith angle. The probability of fade for an uplink spherical wave to a geo-stationary satellite under various atmospheric conditions is shown in the following figure.
Case 3. Downlink Slant Path Laser Communication Link The plane wave model can be used to calculate the irradiance variance and then probability of fade. The figure shows the probability of fade for a downlink path from a satellite in geo-stationary orbit.
Copyright © 2009 Arun K. Majumdar 64
Probability of Fade for Uplink and Downlink
•* Laser Beam Scintillation with Applications, L.C. Andrews, R.L. Phillips, and C.Y. Hopen (SPIE Press, Bellingham, 2001).
Copyright © 2009 Arun K. Majumdar 65
Mitigating Turbulence Effects
Multiple Transmitters Approach
(Courtesy Jaime Anguita: Ref. Jai Anguita, Mark A. Neifeld and Bane Vasic, “Multi-Beam Space-Time Coded Communication Systems for Optical Atmospheric Channels,” Proc. SPIE, Free-Space Laser Communications VI, Vol. 6304, Paper # 50, 2006)
Aperture averaging and multiple beams is effective in reducing scintillation, improving performance
Adaptive Optics approach can be incorporated to mitigate turbulence effects for achieving free space laser communications
Input data output
data
Sources / modulators
Expander/collimator
Collecting lens
opfilter
elect.filter
noisy detector
D
z
d
1
2
3
4
encoder(OOK) decoderInput
data output data
Sources / modulators
Expander/collimator
Collecting lens
opfilter
elect.filter
noisy detector
D
z
d
1
2
3
4
encoder(OOK)encoder(OOK) decoderdecoder
Copyright © 2009 Arun K. Majumdar 66
Copyright © 2009 Arun K. Majumdar 67
REFERENCES • 1. Free-Space Laser Communications: Principles and Advances, A. K.
Majumdar and J. C. Ricklin, Eds. (Springer, 2008)• 1a. A.K. Majumdar and J.C. Ricklin, “Effects of the atmospheric channel
on free-space laser communications”, Proc. of SPIE Vol. 5892, 2005.• 2. J. C. Ricklin and F. M. Davidson, “Atmospheric optical communication
with a Gaussian Schell beam,” J. Opt. Soc. Am. A 20(5), 856-866 (2003).• 3. J. C. Ricklin and F. M. Davidson, “Atmospheric turbulence effects on
a partially coherent Gaussian beam: implications for free-space laser communication,” J. Opt. Soc. Am. A 19(9), 1794-1803 (2002).
• 4. W. B. Miller, J. C. Ricklin and L. C. Andrews, “Log-amplitude variance and wave structure function: a new perspective for Gaussian beams,” J. Opt. Soc. Am. A 10(4), 661-672 (1993).
• 5. L. C. Andrews, W. B. Miller and J. C. Ricklin, “Geometrical representation of Gaussian beams propagating through complex optical systems,” Appl. Opt. 32(30), 5918-5929 (1993).
• 6. Laser Beam Propagation Through Random Media, L. C. Andrews and R. L. Phillips (SPIE Press, Bellingham, 1998).
• 7. Laser Beam Scintillation with Applications, L.C. Andrews, R.L. Phillips, and C.Y. Hopen (SPIE Press, Bellingham, 2001).
• 8. Optical Communications, R.M. Gagliardi and S. Karp (R.E. Krieger Publishing Company, 1988).
• 9. Optical Channels, S. Karp, R.M. Gagliardi, S.E. Moran and L. B. Stotts ( Plenum Press, New York, 1988).
Copyright © 2009 Arun K. Majumdar 68
REFERENCES • 10. I.I. Kim, H.Hakakha, P. Adhikari, E. Korevaar and A.K.
Majumdar, “Scintillation reduction using multiple transmitters” in Free-Space Laser Communication Technologies IX, Proc. SPIE, 2990,102-113 (1997).
• 11. A.K. Majumdar, “Optical communication between aircraft in low-visibility atmosphere using diode lasers,” Appl. Opt. 24, 3659-3665 (1985).
• 12. A.K. Majumdar and W.C. Brown, “Atmospheric turbulence effects on the performance of multi-gigabit downlink PPM laser communications,” SPIE Vol.1218 Free-Space Laser Communication Technologies II , 568-584 (1990).