Optik 125 (2014) 6739–6745
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Optik
jo ur nal homepage: www.elsevier.de/ijleo
A novel algorithm to integrate synchronous digital hierarchy
networks into Optical Transport Network using mixed line rates
Maninder Singh
∗
, Maninder Lal Singh
Department of Electronics Technology, Guru Nanak Dev University, Amritsar 143005, India
a r t i c l e i n f o
Article history:
Received 24 November 2013
Accepted 5 July 2014
Keywords:
Optical Transport Network (OTN)
Routing
Mixed line rates (MLR)
SDH
Integer Linear Programming (ILP) model
a b s t r a c t
In this era of high data transfer speeds and new age technologies, Optical Transport Network (OTN) along
with its newly introduced Optical Transport Hierarchy (OTH) has provided a lease of life to legacy low rate
networks. It has provided a common backbone for multiple data rates to coexist on same fiber along with
the enhanced transmission reach. The cost effective Optical Transport Network design has always been
a complex issue due to the presence of multiple variables like number of fibers on each link, available
data rates on each fiber, the wavelength count, transmission reach at each data rate, etc. In this paper an
Integer Linear Programming (ILP) model has been presented to solve Routing problem for Synchronous
Digital Hierarchy (SDH) over OTN over DWDM design. Optical Transport Hierarchy (OTH) has been used
to integrate heterogenous SDH/SONET operating at different rates (STM-16, STM-64 and STM-256) into
a single network supporting mixed line rates. These rates can coexist in a same fiber but each rate carries
different cost with it. The objective function aims at finding the least cost routing solution by looking at
different tradeoffs between the Capital Expenditure and the operational expenditure. Certainly different
variables like the number of fibers and wavelengths, transmission reach, etc. are a factor in it. A mechanism
has been put to monitor the Bit Error Rate (BER) levels as well. For evaluating the ILP model, 18 Node
38 Link European Optical Network was considered as the reference model and two ordering techniques,
namely, full ILP and highest rate first (HRF) were used for deriving the results. The ILP model was designed
with minimum of decision variables so in spite of big reference network it converges much faster. Under
the given conditions, full ILP gave least cost network whereas HRF ordering took least time for ILP to
converge.
© 2014 Elsevier GmbH. All rights reserved.
1. Introduction
In the last decade the worldwide Internet traffic figures have
achieved an unprecedented levels. This deep surge in demand can
be attributed to the advent of vast array of new services such as
video on demand, network computing and IPTV, along with the
ever increasing number of people getting the broadband access. As
the trend is quite likely to continue in future as well, so a need for
transport networks upgradation was long felt. As a huge amount of
Capital Expenditure (CAPEX) is required to build backbone trans-
port networks, their complete replacement is not a viable option at
all. This makes out a strong case in which any technological upgra-
dation for transport networks should attempt to use the existing
physical layer along with providing the added capacities to carry
∗
Corresponding author. Tel.: +91 9878700816.
E-mail addresses: manindr.singh@hotmail.com (M. Singh), mlsingh7@gmail.com
(M.L. Singh).
the increased traffic demands. ITU-T G.872 and G.709 Optical Trans-
port Network (OTN) is one such interfacing protocol which offers
high speed data transfers along with the capabilities to integrate
lower speed networks [1,2].
The basic philosophy behind OTN was to provide a common high
speed backbone platform which can be used by all sort of networks.
From its initial inception in 1990’s, OTN evolved to include a well
defined mapping procedure called the Optical Transport Hierarchy
(OTH) through which payload of heterogenous networks work-
ing at multiple data rates can be mapped into an OTN frame
and are further carried over a common physical network. So any
routing and wavelength assignment problem involving OTN nec-
essarily becomes a mixed line rate (MLR) problem. In this paper
we have presented an optimization framework in the form of
an Integer Linear Programming (ILP) model for solving the rout-
ing and wavelength assignment problem for integrating legacy
networks like STM-16, STS64 and STS256 into the OTN environ-
ment using mixed line rates. In most of the existing literature, OTN
and MLR networks were studied separately. To our wisdom, we
http://dx.doi.org/10.1016/j.ijleo.2014.08.062
0030-4026/© 2014 Elsevier GmbH. All rights reserved.