IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, VOL. 15, NO. 12, DECEMBER 2016 8477
QoS Support in SGD-Based High
Throughput Satellite Networks
Muhammad Muhammad, Student Member, IEEE, Giovanni Giambene, Senior Member, IEEE ,
and Tomaso de Cola, Member, IEEE
Abstract—This paper proposes a quality of service (QoS)
management framework for high throughput satellite (HTS)
systems using extremely high frequency (EHF) frequency bands,
which can achieve high capacity provided that feeder link outage
events caused by severe weather conditions can be properly
counteracted. To this regard, smart gateway diversity archi-
tectures implementing advanced gateway handover procedures
are certainly attractive, although they can only partly mitigate
the negative effects of adverse weather conditions in terms of
packet losses, delays, and jitters, which significantly degrade
the performance of delay-sensitive and delay-insensitive traffic
flows. To cope with these technical challenges, we propose
an incremental rerouting scheme to control congestion events
because of capacity reduction during the transient phase, con-
sisting of offloading high-priority QoS traffic flows from the
affected gateway towards gateways operating in more favorable
conditions. Moreover, we apply inter-flow network coding at the
gateways to protect delay-insensitive flows from packet losses
occurring during feeder link outage. Finally, extra capacity is
reserved at the gateways to handle the additional traffic resulting
from gateway handover. The theoretical analysis (validated by
simulation campaigns) allowed characterizing network coding
performance and confirming the potentialities of our QoS man-
agement framework for HTS systems.
Index Terms— QoS management, inter-flow network coding,
terabit satellite systems, smart gateway diversity.
I. I NTRODUCTION
The availability of large spectrum portions in Extremely
High Frequency (EHF) bands (Q, V, and W, i.e., greater
than 40 [GHz]) has paved the way to the design of High
Throughput Satellite (HTS) systems [1], [2], able to meet
users’ demands in terms of high-quality and high data-rate
services for emerging applications such as 3D, 4K and Ultra
High Definition TV (UHDTV), just to cite a few examples.
The exploitation of EHF frequency bands, however, intro-
duces formidable technical challenges due to severe propaga-
Manuscript received September 16, 2015; revised March 24, 2016 and
August 20, 2016; accepted September 22, 2016. Date of publication October 6,
2016; date of current version December 8, 2016. This work has been supported
by CNIT within the framework of the SatNEx III Project with ESA. The
associate editor coordinating the review of this paper and approving it for
publication was M. Li.
M. Muhammad and G. Giambene are with the Department of Informa-
tion Engineering and Mathematical Sciences, CNIT–University of Siena,
53100 Siena, Italy (e-mail: muhammad.muhammad@unisi.it; giambene@
unisi.it).
T. de Cola is with the German Aerospace Center, Department of
Satellite Networks, Institute of Communications and Navigation,
82234 Oberpfaffenhofen, Germany (e-mail: tomaso.decola@dlr.de).
Color versions of one or more of the figures in this paper are available
online at http://ieeexplore.ieee.org.
Digital Object Identifier 10.1109/TWC.2016.2615618
tion impairments (gateway feeder link outage), thus requiring
a careful design of the overall system from both communica-
tion and networking standpoints. In this respect, the satellite
communications research community mostly focused on prop-
agation countermeasures and satellite capacity investigations,
proposing techniques to improve the service availability, based
on the Smart Gateway Diversity (SGD) concept [3]. The SGD
technique takes advantage of the spatial diversity existing
between gateways, using a gateway handover scheme so that
the traffic flows transported by the feeder link going to suffer
from outage are rerouted towards a more favorable gateway
in terms of channel conditions and available satellite capacity.
On the other hand, to the best of authors’ knowledge, only few
studies addressed the design of handover schemes and routing-
related implications, but none of them has actually provided
any insights in terms of Quality of Service (QoS) management.
For instance, [3] and [4] investigate the technical challenges
that gateway handover can introduce and survey the possible
solutions based on mobile Internet Protocol (IP), without
however proposing any specific routing design. Our previous
papers [5], [6] provide some new insights into specific rout-
ing strategies and overall handover management. Moreover,
they consider network coding combined with smart rerouting
techniques to protect traffic flows from severe losses occurring
during handover and link disconnection phases. Nevertheless,
these preliminary studies focused only on packet losses and
disregarded other QoS figures, like, delay and jitter that can
degrade the overall applications performance.
This paper attempts to fill these research gaps by propos-
ing a QoS management framework for gateway handover
procedures in SGD systems. Inspired by the ITU-T Y.1541
Recommendation for IP-based services [7], we adopt two
broad QoS classes for data traffic: 1) QoS-1 class for real-
time and streaming applications (e.g., VoIP, VoD, IPTV in
both HD and UHD), 2) QoS-2 class for best-effort traffic
(e.g., gaming, e-mail, Internet browsing, and generic signaling
transported over HTTP). QoS-1 class has requirements for
Packet Loss Rate (PLR) measured at the layer 3 of the protocol
stack (i.e., network layer), packet transfer delay and packet
delay variation (jitter), whereas QoS-2 class has “unspecified”
QoS requirements. In order to introduce QoS support in SGD
systems, this paper proposes a combined scheme that adopts
Incremental Rerouting (IR) to offload QoS-1 sensitive traffic
flows from the impaired gateway towards another gateway,
operating in clear sky conditions and offering spare satellite
capacity by means of the Extra Reserved Capacity (ERC)
concept. Moreover, network coding is applied at the impaired
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