=Paper= {{Paper |id=Vol-2589/Paper4 |storemode=property |title=Simulation Study of Video Transmission by Optical Fiber |pdfUrl=https://ceur-ws.org/Vol-2589/Paper4.pdf |volume=Vol-2589 |authors=Nadira Boukhatem,Salah Toumi,El-Bey Bourennane,Abdelghani Redjati,Abderraouf Fares |dblpUrl=https://dblp.org/rec/conf/citsc/BoukhatemTBRF19 }} ==Simulation Study of Video Transmission by Optical Fiber== https://ceur-ws.org/Vol-2589/Paper4.pdf
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           Simulation Study of Video Transmission by
                          OpticalFiber
                        1
                       Nadira BOUKHATEM, 1Salah TOUMI,2El-Bey BOURENNANE,
                                 1
                                   Abdelghani REDJATI, 1Abderraouf FARES
                                             1
                                               Laboratory LERICA
                      Department of Electronics, BadjiMokhtar University, Annaba,Algeria
                          E-mail:boukhatemnadira@yahoo.fr, salah.toumi@univ-annaba.org,
                               redjati@yahoo.fr,faresabderraouf93@gmail.com,

                                                        2
                                                      Laboratory ImVIA
                                             Burgundy University, Dijon, France,
                                              E-mail:ebourenn@u-bourgogne.fr

Abstract: The migration to the use of optical fiber has                   wirelinenetwork and on the wireless network [4], i.e.
required several developments, because nowadays it is the                 compression is a viable part of video communication. A
most widely used transmission medium in vast fields,                      wide variety of codecs are available, none of which are
particularly video transmission. The work carried out made                suitable for all situations.
it possible to study, evaluate and analyze the implementation
                                                                          The first section is devoted to the theoretical study of
of this transmission system. We examined the characteristics
of the operating techniques of each channel of the video                  optical fiber. In the second we studied the video
transmission chain and found several problems, one of which               transmission by optical fiber and the different treatments
is the performance of error-correcting codes based on coding              that video undergoes. Finally, the third section was
and decoding algorithms, optical fiber and these several                  devoted to the simulation of video transmission by optical
criteria for which we have the rate, propagation distance and             fiber taking into account: compression, decompression,
good transmission quality, which implies that there is always             attenuation and length. And will conclude with a
research and improvements in this area.                                   conclusion.
Keywords: Telecommunications networks; optical fiber; video                  II. OPTICAL FIBER, ITS EVOLUTION AND USE
coding; video transmission.
                                                                          With the advent of the Internet, bandwidth requirements
                                                                          have become increasingly important in order to convey the
                    I. INTRODUCTION                                       growing mass of information on the various networks,
The last decade has been marked by the rapid evolution of                 with reliability and while maintaining a good quality of
the information and communication technology (ICT)                        service. Indeed, this has required the development of
sector, including telecommunications and the Internet.                    communication systems that are efficient and reliable
Solutions have been developed by allowing devices to                      enough to interconnect a constantly growing number of
connect to the Internet from an access point without the                  users around the globe. Researchers and industrialists were
need for a cable connection [1]. The rapid increase in                    able to propagate a deformation-free pulse at the speed of
video applications on wired (optical fiber...) and wireless               light over very long distances and with a wide bandwidth.
(LTE, wimax...) standards allowing real-time video                        The door to the transport of information in optical and
transmission for various applications such as video                       binary form was broken and this was the starting point of
conferencing, telemedicine, video streaming, digital                      the race for speed, which led to pharaonic progress in just
terrestrial television [2]. Thus the production of                        20 years [5].
multimedia content has become accessible to all audiences                 A.Description and evaluation of optical fibers
and at a low cost. This development makes it possible to
achieve better video quality, from the digital that is                        The fiber is nothing more than fused silica glass
beginning to grow, to HD TV and then to 8k. Current                       filament[6] that can accept electrical signals as an input
researchers are working on a thorough analysis of video                   and convert them into optical signals (light) that are
characteristics on different types of networks to optimize                converted back into electrical signals at destination[7].The
transmission and to efficiently and adaptively route video                main element of the fiber is the central conductor called
data from the source to the destination that requires a                   the fiber core or core. This conductor is surrounded by an
transport protocol. A network path includes a succession of               optical sheath with a refractive index lower than that of the
links, each with its own bandwidth [3] which is not the                   core. The whole will then be covered with a protective
only factor that affects network performance. The error                   coating to mechanically protect the fiber; it plays no role in
rate in channels must be minimized by designing an                        guiding light (Fig.1). The fiber optic cabling system is
                                                                          based on cabling with an even number of fibers (one for
appropriate transmission means that allows specific
                                                                          transmission, one for reception) [8].
treatment for losses between connection on the
                                                                        distortion of the received signal, in order to ensure
                                                                        maximum reliability of the transfer of information by
                                                                        using a physical medium such as cable, optical fiber, etc.
                                                                        The heterogeneity of computer networks requires the
                                                                        implementation of a common network access interface to
                                                                        manage interoperability between the equipment of
                                                                        different manufacturers. The ISO organization has
                                                                        therefore specified a common structure describing the
Fig.1.Optical fiber structure
                                                                        architecture of a network, called the OSI model (Fig. 2).
B. Types of Optical fiber                                               The following section will be the subject of the
To understand the applications of optical fiber, it is                  presentation of the OSI model in a transmission context
necessary to understand each type and its characteristics.              [11].
Optical fibers can be classified into two categories
according to their diameters and wavelength propagation.
The dispersion phenomenon results in a widening of the
pulses at the heart of their propagation; this widening
limits the bandwidth of the optical fiber channel. The
(Table 1.) provides a comparative summary of the
advantages, disadvantages and practical application
between the different types of optical fibers

TABLE I.          COMPARISON BETWEEN THE DIFFERENT TYPES
                        OF FIBER OPTIC                                  Fig. 2.Layered structure of the OSI model
 Number of         single mode        multi-mode
 modes                                                                       The telecommunications network is a set of connected
 Refractive              /            Index jump        Gradient        equipment that can be defined as an extensible web of
 index                                fiber             index fiber
                                                                        interconnected nodes by physical lines: optical fibers in
 Corediamete             8à10               50 à 62.5        50 à
 r (μm)                                                      62.5       some places and, in others, by copper electrical wires; so
 Sheathdiame             125               125               125        we talk about afixed network.
 ter (μm)                                                               Data Processing Terminal Equipment or any other source
 Attenuation             0.1 à 0.5         3                 1.5 à 3    (Transmitter) of digital data is called DTE. They
 (dB / Km)
 Bandwidth         In the order of    <60 MHz. Km       De l'ordre de
                                                                        communicate with each other through a data circuit that
                   THz.Km                               GHz.Km          consists of Data Circuit Termination Equipment (DCTE).
 Dispersion        Chromatic: Axial   modal: Total      modal: Forms    All the functions necessary for the management of the data
                   propagation        reflection on     a sinusoidal    circuit by each DTE constitute the physical layer of the
                                      fiber             shape
                                                                        latter or it is carried out by joins or interfaces DTE/DCT.
 Spectral          1300nm 1550nm      850nm 1330        850nm 1330
 Windows of                           nm                nm
 use
 Practical         Long-distance      Short distance    Short and
 applications      communications     communication     mediumdista
                                      s, local          nce
                                      networks          communicati
                                                        ons

C.Optical fiber in telecommunications networks
At present the most efficient and widespread technology is
based on the fiber optic transmission system. These offer a
low attenuation physical support that is virtually                      Fig.3.Basic component of a data link
insensitive to electromagnetic noise, easy to install and has
a high transmission capacity. The optical fiber as we                   A DTE is characterized by its rate (bits/s), the transmission
currently use it is the result of intensive research on new             mode (synchronous or asynchronous), and the type of
low-dissipative waveguides. Like all other transmission                 transmission line, the operating mode of the circuit
media, optical fiber has disadvantages but also offers many             (simplex, duplex... etc.), the coding method, the
advantages for telecommunications [9][10].                              modulation speed and the type of interface with the DTE
                                                                        (Fig.3).
                                                                        An optical fiber telecommunications network can be
 Ⅲ QUALITY CRITERIA FOR FIBER OPTIC VIDEO
                                                                        divided into three categories according to their size (in
             TRANSMISSION                                               terms of number of machines), data transfer speed and
The principle of any data transmission is to convey                     extent [6]:
information from the source to the recipient (between a
transmitter and a receiver) by minimizing the risks of
        The access network - LAN (local area network)          returned to its original form; a reconstructed video
         or local network, covering dimensions ranging          (Fig.5)[14].
         from a few kilometers to a few tens,
        the metropolitan area network (MAN), with
         dimensions of the order of one hundred
         kilometers,
         The wide area network (WAN) or broadband
         network, the best known WAN is the Internet,
         extending over several hundred kilometers. It
         includes terrestrial or underwater systems.
                                                                Fig.5.Schematic diagram of an optical link
A. Error problems on transmission networks
    Although these networks have deployment advantages          The source: The message source transmits the information
and user mobility, real-time video transmission over these      in digital form and will be encoded on "n bits".
networks for various applications such as Telemedicine,         Source encoding/decoding: Source encoding consists of
videoconferencing and video streaming is a challenging          transforming the source message into a sequence of
task[12] and that is why it is often necessary to implement     information. By reducing the redundancy (lossy or
devices to detect errors and if possible to correct them,       lossless) contained in the message and thus minimizing the
however, if the high binary error rate ,error-resistant         amount of information useful for its representation. The
techniques are needed to protect encoded video bit streams      source decoding performs the dual operation; the
For more information, the works[4],[13], detail all these       information message is decompressed in order to find its
aspects.Various Error Detection Codes (EDC) or Error            equivalent from the substitution sequence before
Correcting Codes (ECC) have been used for years to              transmission. It should be noted that the theoretical limits
increase the reliability of transmission systems [14].AlSo,     of source coding are set by Shannon's first
it is necessary to provide in a transmission chain              theorem[16][17].The performance of a source coder is
techniques for detecting and correcting errors within           evaluated by the compression ratio parameter which
codecs. The figure below gives a simple summary of the          represents the ratio between the size of the information
large coding family. In the first category (block codes), let   before and after source coding (the principle of source
us mention the most famous codes such as BCH, Reed              coding for still image and video, commonly called
Muller, Reed Solomon and Goppa, Golay and Hamming.              compression).
The second category (trellis codes) is less rich in variety     Channel encoding/decoding: Channel encoding is an
but offers much more flexibility, especially in the choice      operation that reduces errors and protects transmitted
of available parameters and decoding algorithms. For            information from transmission channel interference. To
example, binary convolutional codes widely used in coded        combat these transmission errors, it is necessary to add
modulations (TCM) and parallel concatenated codes               redundancy in order to detect and possibly correct errors
(Turbo Codes).                                                  during reception. It is therefore possible to improve the
                                                                signal-to-noise ratio (SNR), which defines the difference
                                                                between the power of the transmitted signal and the noise
                                                                of the propagation channel. This is expressed in decibels
                                                                (dB).
                                                                The signal strength is derived from the energy required to
                                                                emit an Es modulation symbol.
                                                                The noise power depends on the density of the noise
                                                                spectrum N0, so the SNR is defined according to the
                                                                relationship (1.1).
                                                                         𝐸
                                                                𝑆𝑁𝑅 = 𝑆                               (1)
    Fig.4.Hierarchy of correction codes [15]                             𝑁0
                                                                                                   𝑬
                                                                       𝑺𝑵𝑹𝒅𝒃 = 𝟐𝟎. 𝒍𝒐𝒈𝟏𝟎 (𝑵𝑺 )(2)
In the case of optical fiber transmission and since the                                                𝟎

information is presented in multimedia form (text, still        Modulation/demodulation: Digital modulation allows the
image, video), the video is first coded or modulated in a       coded information to be adapted to the transmission
known sequence but the result is the same: the information      medium. The transmitter is in charge of the modulation
then consists in transmitting bit streams, which can be         operation which associates one or more binary elements
controlled upon reception. This signal is injected into the     with a symbol characterized by its amplitude and phase.
optical fiber through the transmitter; there may be losses      Modulation acts on the parameters of a carrier signal to
and degradation of the signal, caused mainly during             transmit the encoded data. There are several types of
dispersion within the fiber. At the output of the fiber, the    modulations that can be applied to optical channels [18],
signal is received and amplified before being decoded,          (Fig.6) The demodulator plays the dual role of the
however the signal will undergo reverse processing to be        modulator and thus transforms the received signal into a
                                                                bitstream.
                                                                The simulation is carried out for reference values for the
                                                                attenuation: 0.17, 0.22, 0.50 associated with the single
                                                                mode fiber F: (λ = 1550nm) for lengths ranging from
                                                                40km to 110km.In this part we tried to implement a
                                                                Matlab code that allowed us to get as close as possible to
                                                                the theoretical results. First we created a video file and
                                                                saved it (the video must be in the same path as the Matlab
                                                                code backup), then we started processing the video to send
Fig. 6.    Modulation techniques [18]                           it correctly on the fiber. We will study the influence of

The transmission channel: It represents the link between        transport with optical fiber, indeed we will see the
the transmitter and the receiver and can be of different        influence of the attenuation on the quality of the video and
natures depending on the type of quantity it allows to
convey. The transmission channel is characterized by its        the losses it will cause. The results obtained are
capacity and bandwidth. Note that the input of the              summarized in table Ⅱ:
transmission channel processes binary elements, while the
output produces probabilistic information associated with           TABLE II.                      ATTENUATION ACCORDING TO
the binary elements. There are several theoretical models                                          LENGTH
of the transmission channel depending on the most
frequent types of errors. The most commonly used                      Att                   0.17               0.22              0.50
channels in information theory are the Symmetric Binary           Length (Km)
Channel (CBS) and the Gaussian White Additive Noise                      40               0.8350             0.7135            0.3266
Channel (BBAG) [19].                                                     50               0.6680             0.5708            0.2613
                                                                         60               0.5566             0.4756            0.2177
          IV.     STUDY AND SIMULATION OF THE                            70               0.4771             0.4077            0.1866
                 PARAMETERS OF A TRANSMISSION                            80               0.4175             0.3567            0.1633
                     CHAIN WITH THE MATLAB /                             90               0.3711             0.3171            0.1452
                        SIMULINK SOFTWARE                                100              0.3340             0.2854            0.1306
     In this section, we describe the motivation to better               110              0.3036             0.2594            0.1188
choose the components of an optical telecommunication
chain; we need to calculate the optical link balance [20]
which is summarized in the calculation of the energy
balance and the bandwidth balance of the link. Two effects
limit the transmission capacity: attenuation and dispersion.
First of all, this paper provides an overview of the
transmission chain and program architecture, each of the
above blocks is used in the code as a subprogram. The
script used for the simulation will therefore only pass the
variables from one subprogram to another and calculate it.
A. Attenuation
Or loss of transmitted power, during propagation in the         Fig.7.         Attenuated video for Att= 0.17: [1- L=40km, 2- L=50km, 3 -
fiber, the power decreases as a function of the length of the   L=60km, 4 - L=70km, 5-L=80km, 6-L=90km, 7- L=100km, 8-
fiber at a defined wavelength ʎ, according to the law:          L=110km]
𝑃𝐿 = 𝑃0 𝑒 (−𝛼𝐿)                      (3)
Instead, the attenuation is defined in dB/km:
                                 𝑃
          𝐴(𝑑𝐵/𝐾𝑚) = 10𝑙𝑜𝑔 𝑃0                 (4)
                                        𝐿
A: AttenuationP0: Power of light at the entrance of the
fiber
L: Length (Km) PL: Power of light at the fiber output :
absorption factor in Neper/m.
For practical reasons
𝐴 = −4,34 𝛼𝐿                                (5)
                                                                Fig.8.                     Attenuated video for Att= 0.22: [1- L=40km,
                                                                2- L=50km, 3 - L=60km, 4 - L=70km, 5-L=80km, 6-L=90km, 7-
                                                                L=100km, 8- L=110km]
                                                                  L=60km, 4 - L=70km, 5-L=80km, 6-L=90km, 7- L=100km, 8-
                                                                  L=110km]




Fig.9.Attenuated video forAtt= 0.50: [1- L=40km, 2- L=50km, 3 -
L=60km, 4 - L=70km, 5-L=80km, 6-L=90km, 7- L=100km, 8-
L=110km]



                                                                  Fig.13.  Video noisy for Att= 0.22: [1- L=40km, 2- L=50km, 3 -
                                                                  L=60km, 4 - L=70km, 5-L=80km, 6-L=90km, 7- L=100km, 8-
                                                                  L=110km]




Fig.10.   Absorption factor by attenuation value




                                                                  Fig.14.  Video noisy for Att= 0.50: [1- L=40km, 2- L=50km, 3 -
                                                                  L=60km, 4 - L=70km, 5-L=80km, 6-L=90km, 7- L=100km, 8-
                                                                  L=110km]

                                                                  C. Calculation of PSNR
                                                                           The signal-to-noise ratio is often used as a
                                                                  measure of quality between the original image and a
                                                                  compressed image. For this fact, the square error (MSE)
Fig.11.   Absorption coefficient by length                        and the peak signal-to-noise ratio (PSNR) are the two error
B. Noise                                                          measures used to compare the quality of image
          The optical signal is propagated along the fiber as     compression. The MSE represents the cumulative squared
well as in the different components of a transmission             error between the compressed image and the original
chain, the latter will be assigned to the various types of        image, while the PSNR represents a measure of the
noise so attenuation is not the only disadvantage there is        maximum error.It is calculated using two equations:
also the influence of noise that distorts the video signal,       𝑀𝑆𝐸 = 𝑚𝑒𝑎𝑛(𝑚𝑒𝑎𝑛(𝑐𝑜𝑚𝑝_𝑣𝑖𝑑é𝑜 − 𝑠)2(7)
such as the Gaussian additive noise channel. We present:          𝑃𝑆𝑁𝑅 = 10 ∗ 𝑙𝑜𝑔10(2552 ⁄𝑀𝑆𝐸            (8)
the Gaussian model which is the most common in the
literature for optical fibers. It is a rather simplistic model,   The results obtained are summarized in (table Ⅲ)
it is the reference channel to study error-correcting codes
and their decoding algorithms. The AWGN assumes that a
noise element Bn is added to the emitted element: Hence:
          𝑌𝑛 = 𝐵𝑛 + 𝑋𝑛                          (6)                        TABLE III.             CALCULATION OF PSNR
Yn :received signal Bn : noisy signalXn : emitted signal
                                                                               Att                          PSNR (dB)
                                                                               0.17                            22.3
                                                                               0.22                           17.11
                                                                               0.50                           10.02




Fig.12.   Video noisy for Att= 0.17: [1- L=40km, 2- L=50km, 3 -
                                                                            [4]  A. Nafaa, T. Taleb, and L. Murphy, “Forward error correction
                                                                                 strategies for media streaming over wireless networks,” IEEE
                                                                                 Communications Magazine, vol. 46, pp. 72–79, January 2008.
                                                                            [5] A.Hamouda , K.Saouchi ,“Breves generator of pulses has
                                                                                 different flow rates(40 Ghz, 80 Ghz and 160 Ghz),”, journal of
                                                                                 JNTM, Vol. 7(01), 27-32. 2017.
                                                                            [6] P.G. Kokaje, Dr. R. S. Kawitkar, M. Selva Balan,“ Review of
                                                                                 Recent Development in Optical Fiber Technology,”International
                                                                                 Journal of Advanced Research in Electrical,Electronics and
                                                                                 Instrumentation Engineering (An ISO 3297: 2007 Certified
                                                                                 Organization)Vol. 4, Issue 3, March 2015.
Fig.15.    Calculation of PSNR                                              [7] I. S. Chibueze, O. N. Henry, “ Review of the Security Challenges of
                       IV.SIMULATIONRESULTS                                      Fiber Optics Technologies in Network Connection in Nigeria and
                                                                                 the Countermeasures,” International Journal of Engineering
According to (Table Ⅱ) and the plot of the curves, we                            Science Invention, www.ijesi.org ,Volume 5,Issue 7, July 2016 , PP.
notice that indeed the attenuation has an influence on the                       36-41
video, but whenever the attenuation increases the quality                   [8] F. S.Madani, “Characterization and contribution of LEDs for the
of the video becomes more and more mediocre more                                 fiber optic transmission in a local network,” Diss.National Institute
precisely to a distance of 80 km (According to Algeria                           of Telecommunications and Information Technologies and
                                                                                 Communication-INTTIC-Oran University of Science and
Telecom) it is the maximum theoretical distance of                               Technology-USTO-2011.
sending the signal without amplifiers. Beyond 110km in                      [9] H.Yasmine Djazia,“ Study of a Radio link on fiber,”Institutional
cannot send. The length of the optical link affects the                          repository of the University Abu Bekr Belkaid Tlemcen
quality of the video transmitted, in addition it is long the                     UABT,2014.
attenuation increases and the quality of the video is                       [10] F. Raharimanitra, "Contribution to the study of architectures based
degraded [22]. The attenuation of the fiber must be                              on time and wavelength multiplexing in the access network,
                                                                                 allowing migration to the new generation of 10 Gbit/s PON (NG-
compensated periodically by optical amplifiers (AOSC,                            PON)," Diss. Télécom Bretagne, University of South Brittany,
EDFA), the chromatic dispersion must also be                                     2012.
compensated by (Bragg grating, fiber with two concentric                    [11] W. Hamidouche, C. Perrine, Y. Pousset, C. Olivier, "Effective
cores) as well as the nonlinear effects [23].Other                               power allocation solution for scalable video transmission in a
techniques, such as multiplexing are implemented to                              realistic outdoor environment", CORESA 2010 (Lyon, France). Oct.
                                                                                 2010
increase the flow in an optical link and improve service
                                                                            [12] H. Lee, S. Lee, and A. C. Bovik, “Cross-layer optimization for
quality, and the design of new fibers for compensating                           downlink wavelet video transmission,” IEEE Transactions on
polarization dispersion. For further details on attenuation                      Multimedia, vol. 13, pp. 813–823, August 2011.
and its causes, the interested reader may refer to references               [13] C.-H. Lin, C.-K. Shieh, N. K. Chilamkurti, C.-H. Ke, and W.-S.
[21].                                                                            Hwang, “A RED-FEC mechanism for video transmission over
The PSNR is the most commonly used evaluation, which                             WLANs,” IEEE Transactions on Broadcasting, vol. 54, pp. 517–
                                                                                 524, September 2008.
allowed us to conclude that: The higher the PSNR is, the
                                                                            [14] N.Boudrioua, "Study and optimization of a digital optical
better the quality of the compressed or reconstructed                            transmission chain: towards an electronic compensation of the
image. The lower the MSE value, the lower the error.                             effects of the PMD,". Diss. University Paul Verlaine-Metz, 2007.
                                                                            [15] S .Cavaliere, “Forward Error Correcting (FEC) coding for SuperB
                    V.         CONCLUSION                                        serial links: a preliminary study,” Cavaliere - SuperB Workshop -
                                                                                 march 2010.
The progress made in the field of telecommunications
                                                                            [16] J. Oswald, Theory of Information or Diacritic Analysis of Systems,
systems is much important and rapid in terms of                                  Ed Masson, 1986.
transmission capacity. This is why it seemed interesting to                 [17] A. Polite and Li. Huguet, Codes Correctors, Theory and
us to start this work with a simulation of the video                             Applications, Ed. Masson, 1989 .
transmission chain under Matlab. This simulation is                         [18] optical wireless communications :system and channel modelling
important to determine the performance of this chain. A                          with           MATLAB/Z.Ghassemlooy,W.Popoola,S.Rajbhandari.
study that allowed us to visualize the video and also                            ISBN978-1-4398-5188-3
measure the quality of its transmission, and allowed us to                  [19] Erwan Piriou, “Contribution of high-level modelling and synthesis
                                                                                 in the design of flexible architecture dedicated to block turbocodes,”
give similar results of reality. Thus, in the rest of our work                   Doctoral thesis: Engineering sciences: Institut TELECOM/
we are looking for other more efficient coding/decoding                          TELECOM Bretagne, University of South Brittany: 2007
algorithms, and test various architectures with                             [20] Telecom On Optical Fibers. 2nd revised and expanded edition,
implementations.                                                                 Pierre LECOY Hermés, Paris, 1992, 1997.
                                                                            [21] W. Daum, J. Krauser, P. E. Zamzow et O. Ziemann. POF Handbook
                                                                                 - Optical Short Range Transmission Systems, Springer, deuxième
                           References                                            édition, 2008.
                                                                            [22] I. Azusa,Y. Koike, “Unconventional plastic optical fiber design for
[1]   R.Wassim,“Improved video and data transmission in wireless                 very short multimode fiber link,” Optics express vol 27,N 9 ,pp
      networks,” Diss. Besançon, 2011.                                           12061-12069,2019.
[2]   M.Ayyub Khan, “Video Transmission over Wireless Networks-A            [23] P. A. FALL, M.FALL, “Experimental investigation of intensity
      Survey,” International Journal of Electronics Engineering Research.        modulator/direct detection (IM/DD) optical OFDM system with
      ISSN 0975-6450 Volume 9, Number 2 (2017) pp. 207-216.                      fiber bragg grating (FBG),”. Journal of Optical Communications,
[3]   S. Biaz ,X. Wang, “ RED for improving TCP over wireless                    2018.
      networks”,In ICWN : International Conference on Wireless
      Networks, pages 628–636, LasVegas, USA, June 2004.