Applying a Differential Evolutionary Algorithm to a Constraint-based System to support Separation of OTDR Superimposed Signal after Passive Optical Network Splitters

نویسندگان

  • Gerson Lima
  • Edgard Afonso Lamounier
  • Sergio Barcelos
  • Alexandre Cardoso
  • Igor S. Peretta
  • Willian Muramoto
  • Flavio Barbara
چکیده

The FTTH (Fiber To The Home) market currently needs new network maintenance technologies that can, economically and effectively, cope with massive fiber plants. However, operating these networks requires adequate means for an effective monitoring cost. Especially for troubleshooting faults that are associated with the possibility of remote identification of fiber breaks, which may exist in the network. This is of great value for operators. Optical Time Domain Reflectometry (OTDR) techniques are widely used in point-to-point optical network topologies. Nevertheless, it has major limitations in tree-structured PONs (Passive Optical Networks), where all different branches backscatter the light in just one conventional OTDR trace with combined signals arriving on the OLT (Optical Line Terminal) side. Furthermore, passive power splitters used in FTTH networks input large attenuation, impoverishing the reflected signal. This makes the identification of the very branch affected by the problem practically impossible, when considering conventional analyses [32]. From this scenario, arrives the PON network operator’s requirement for an innovative solution that allows the precise identification of the affected branch. The use of constraint-based techniques have been applied in a large amount of applications for Engineering Design, where the duties imposed for graphics and equations constraints result in valued features to CAD/CAE software capabilities. Currently, it provides a faster decision making capacity for engineers. This work applies the constraintbased approach along with a Differential Evolutionary Algorithm to separate the superimposed OTDR signals, after the splitters of a FTTH Passive Optical Networks. This research introduces a new set of algorithms performing a coupling to an Optical Network (ON) CAD Design with its correspondent OTDR measurement signal, considering its geographical distribution branches of different lengths after the splitter. Results of this work are presented in a FTTN (Fiber To The Node) prototype arrangement, using a 1:8 passive power splitter.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Fiber Fault Localization with Centralized Failure Detection System (CFDS) in FTTH Access Network

s: This paper introduces a MATLAB-based graphical user interface (GUI) development named as Centralized Failure Detection System (CFDS) to increase the efficiency, survivability and reliability of fiber to the home (FTTH) access network. The developed program will be installed with optical line terminal (OLT) at the central office (CO) to monitor the status and detect the failure line that occu...

متن کامل

Graphical User Interface Capabilities of MATLAB in Centralized Failure Detection System (CFDS)

This paper proposed a MATLAB-based graphical user interface (GUI) development named as Centralized Failure Detection System (CFDS) to increase the efficiency, survivability, and reliability of fiber-to-the-home (FTTH) customer access network. This program will be installed with optical line terminal (OLT) at central office (CO) to monitor the network system and identify any fiber fault that occ...

متن کامل

Cross Entropy-Based High-Impedance Fault Detection Algorithm for Distribution Networks

The low fault current of high-impedance faults (HIFs) is one of the main challenges for the protection of distribution networks. The inability of conventional overcurrent relays in detecting these faults results in electric arc continuity that it causes the fire hazard and electric shock and poses a serious threat to human life and network equipment. This paper presents ​an HIF detection algori...

متن کامل

Signal to Noise Ratio (SNR) Enhancement Comparison of Impulse-, Coding- and Novel Linear-Frequency-Chirp-Based Optical Time Domain Reflectometry (OTDR) for Passive Optical Network (PON) Monitoring Based on Unique Combinations of Wavelength Selective Mirrors

We compare optical time domain reflectometry (OTDR) techniques based on conventional single impulse, coding and linear frequency chirps concerning their signal to noise ratio (SNR) enhancements by measurements in a passive optical network (PON) with a maximum one-way attenuation of 36.6 dB. A total of six subscribers, each represented by a unique mirror pair with narrow reflection bandwidths, a...

متن کامل

Combined Economic and Emission Dispatch Solution Using Exchange Market Algorithm

This paper proposes the exchange market algorithm (EMA) to solve the combined economic and emission dispatch (CEED) problems in thermal power plants. The EMA is a new, robust and efficient algorithm to exploit the global optimum point in optimization problems. Existence of two seeking operators in EMA provides a high ability in exploiting global optimum point. In order to show the capabilities ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:
  • CoRR

دوره abs/1601.05754  شماره 

صفحات  -

تاریخ انتشار 2016