A Cross-Layer Solution for Ultrawideband Based
Wireless Video Sensor Networks
L. Campelli
CEFRIEL
Politecnico di Milano
Milan 20133, Italy
Email: Luca.Campelli@cefriel.it
I. F. Akyildiz
Broadband Wireless Networking Laboratory
Georgia Institute of Technology
Atlanta, GA 30332, USA
Email: ian@ece.gatech.edu
L. Fratta, M. Cesana
Dipartimento di Elettronica e Informazione
Politecnico di Milano
Milan 20133, Italy
Email: {fratta, cesana}@elet.polimi.it
Abstract—A cross-layer communication protocol called VSN-
Module is introduced for Wireless Video Sensor Networks based
on UltraWideBand (UWB) radio technology at the physical layer.
The core of our solution is a distributed path reservation scheme
which routes video traffic from sources (sensors) to a sink. The
path establishment takes into account the specific requirements
of video flows such as bandwidth, end-to-end delay and jitter, as
well as the current status of the traversed devices such as the
available bandwidth, the energy consumption, and the quality
of the wireless channels. Simulation experiments are carried out
and the performance of the VSN-Module is evaluated in terms of
maximum end-to-end delivery delay, maximum delay jitter, and
power consumption, under different video flow requirements.
I. I NTRODUCTION
Wireless Video Sensor Networks (WVSNs) are composed
of interconnected, battery-powered miniature video cameras,
each packed with a low-power wireless transceiver that is
capable of processing, sending, and receiving data. Video
sensors will be used to enhance and complement existing
surveillance systems against crime and terrorist attacks. Large
scale networks of video sensors can extend the ability of law
enforcement agencies to monitor areas, public events, private
properties and borders. There exist several other applications
of WVSNs [1].
Several of these applications require the sensor network
paradigm to be re-thought in view of the need for mechanisms
to deliver video content with a certain level of Quality of
Service (QoS). Since the need to minimize the energy con-
sumption has driven most of the research in sensor networks
so far, mechanisms to efficiently deliver application-level QoS,
and to map these requirements to network-layer metrics such
as latency and jitter, have not been primary concerns in
mainstream research on classical sensor networks. Moreover,
the challenging goal of delivering video over resource-limited
infrastructure requires a wise optimization of all the communi-
cation protocols involved in the process. To this end, a cross-
layer approach is highly favorable.
Cross-layering in WSNs has been recently becoming an
effective alternative solution to traditional layered protocol
architectures. Cross-layering stands for joint design of network
protocols, with the clear advantages over layered protocol
design in terms of limited overhead and possibility to optimize
jointly different protocol functionalities. Although several
papers are focused on cross-layer design [2], a systematic
methodology to accurately model and leverage cross-layer
interactions is still missing. Most of the existing studies
[3][4] decompose the resource allocation problem at different
layers, and consider allocation of the resources at each layer
separately. In many other cases [5][6][7], resource allocation
problems are treated either heuristically, or without consider-
ing cross-layer interdependencies, or by considering pairwise
interactions between isolated pairs of layers.
In this paper we introduce the Video Sensor Networks
Module VSN-Module, a cross-layer communication protocol
which provides QoS support. The VSN-Module is based on a
distributed path reservation scheme, which is able to set up
multi-hop routes from the video traffic source to the traffic
sink, while satisfying the flow requirements (bandwidth, end-
to-end delay, delay jitter). VSN-Module is designed according
to a cross-layer solution of different protocol functionalities in
different layers.
Due to the high bandwidth requirements of video applica-
tions, we argue that the physical layer must be integrated into
(and exploited by) the upper layer functionalities of medium
access, routing and transport layer. Thus, the VSN-Module
adopts the Ultrawideband (UWB) technology at the physical
layer, and couples the channel access with the physical trans-
mission parameters.
The main contribution of our work is the development
of a cross layer communication protocol module to support
video flows in energy and resource constrained video sensor
networks. In particular, we propose:
• a cross-layer approach capturing the interdependencies
and functionalities of medium access control, routing,
congestion control and UWB radio transceivers.
• a distributed path reservation scheme for video flows.
The remainder of the paper is organized as follows. In
Section II, we present the network architecture and the feature
of the video applications. In Section III we explain the func-
tionalities of the VSN-Module, whose performance is evaluated
in Section IV. Our concluding remarks are given in Section
V.
II. NETWORK ARCHITECTURE
We refer to heterogeneous and hierarchical network sce-
narios where sensor nodes are distinguished for the type of
This full text paper was peer reviewed at the direction of IEEE Communications Society subject matter experts for publication in the IEEE "GLOBECOM" 2008 proceedings.
978-1-4244-2324-8/08/$25.00 © 2008 IEEE.