GOP Size Influence in High Resolution Video Streaming over Wireless Mesh Network
Rafael Sousa, Edjair Mota, Edson N. Silva Jr.,
Kleverson Santana Paixão
Computer Science Department
Federal University of Amazonas (UFAM)
Manaus, AM – Brazil
{rlms,edjair,edson,ksp}@dcc.ufam.edu.br
Bruno Faria
Nokia Institute of Technology
Manaus, AM – Brazil
Bruno.faria @indt.org.br
João Batista Pinto Neto
Network Administration Department
Public State Ministry of Law
Porto Velho, RO - Brazil
jbpinto@mp.ro.gov.br
Abstract – Video transmission over IP networks
requires appropriate conditions of quality of service,
in order to ensure the integrity of the image, which
still represents a challenge to be overcome in wireless
mesh networks due to traffic capacity limitations
inherent to its architecture. In this work we evaluate
the performance of high-resolution video over multi-
hop mesh networks and we propose a suitable GOP
size for encoding video to be streamed, based on traffic
conditions to minimize the loss of quality. Experiments
were carried out in a wireless mesh network planned
for real testing within a 1500m
2
area of the main
UFAM campus, using the IEEE 802.11a and 802.11n
network standards.
Keywords - gop; video streaming; mesh
I. INTRODUCTION
Performance of transmission of real-time applications
data has been the subject of research in
telecommunications networks. Additionally, the
importance of wireless mesh networks has grown in
recent years due to its low cost of deployment and
versatility. However, there are challenges associated with
the delivery of multimedia services with quality and
providing a good experience for the user in this type of
network.
In this article, we investigated the effect of different
values of GOP (Group of Pictures), used in video
compression, on the transmission quality of the video
stream. Packet loss in transmission or high value of delay
degrade the video quality and avoid the faithfully
reconstruction at the receiver. Therefore, it is proposed a
suitable value of GOP for transmission of video encoded
in MPEG in a wireless mesh network composed of three
jumps with channel sharing.
The approach to change the GOP for a better video
quality is studied in various forms. In [1] the main focus
is on efficiency of video encoding and the approach aims
to use this concept as a means to mitigate the loss of
quality in transmission in a wireless network of multiple
jumps. [2] presents a study on transmission of streaming
video over multi-hop wireless mesh networks, evaluating
the quality metric based on PSNR.
The remainder of this paper is organized as follows.
Section 2 describes some basic aspects of video encoding
necessary for understanding the investigation. Section 3
describes the experiments scenario, as well as the main
tools used. Section 4 explains the methodology of
experimental design. Section 5 presents the results and
analysis. Finally, section 6 presents the conclusion and
proposed future work.
II. VIDEO ENCODING
The most used compression system for video currently
employed was developed by the group MPEG (Moving
Pictures Experts Group). It uses the concept of Discrete
Cosine Transform (DCT) that calculates specific aspects
for each frame of 8 × 8 pixels of a given intra-frame (or I-
Frame) [3]. This kind of frame is more faithful to the
original and does not require any time reference from any
other frame.
The two other kind of frames are the P and B
(predictive and bi-directional, respectively), whose
functions are to encode the temporal differences between
consecutive frames of the original video based on I-frame.
This technique takes advantage of the degree of similarity
between consecutive frames. The P-frames are frames that
are constructed from references to I and P frames. B-
frames are those which have bidirectional reference, i.e.,
they are built from I or P frames immediately preceding
and following them.
When an I frame is encoded, we say that at that
moment a Group of Pictures (GOP) begins, so a GOP
ends when a new I-frame is found. From this concept, we
can make the following assumption: if every frame I
occupies more bits than other frames, then less I frames
means smaller compressed video. Therefore, the higher
the GOP, the smaller the size of the video in bits, and less
disk space and bandwidth it occupies.
978-1-4244-7755-5/10/$26.00 ©2010 IEEE 787