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OMECA: Optimization of Modular Embedded
Computer-vision Architectures |
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Overview Modern cameras imitate interaction between human
eyes and brain. They can process and transmit visionary patterns timely.
Timely transmission of these patterns can be used to detect events of
interest automatically. The fundamental research objective of OMECA project is to investigate
the feasibility of a camera platform to process and transmit patterns. This
involves two resources, viz, camera hardware and
network. Hence this objective is sought by establishing the predictability of
camera hardware architecture and network. A feasible algorithm can interleave
processing and transmission so as to generate an optimal schedule to obtain
functional requirement of timeliness. To this end, the System Architecture and Networking (SAN) group at TU/e contributes to this project by
modeling reliability, predictability and performance of these two resources;
thus offering an integrated system architecture. SAN is part of an OMECA
consortium which consists of three SMEs (Prodrive, Gatsometer, and Cyclomedia),
and two Universities (LIACS and TU/e). People ·
Prof. Dr.
J.J. Lukkien (Project Leader) ·
W. Aslam (PhD
student) SAN contributions a. Performance framework ·
Development of a
performance framework for resource sharing and reservations on wireless
broadcast networks. An IEEE 802.11e controlled wireless channel is used to
asses and then model the behavior of multiple competing streams with different
QoS requirements. The assessment was done by
scheduling these streams and deriving their QoS
properties, which are: frequency of access, share, delay and reliability; ·
The framework
allows a tradeoff analysis between different MAC parameters and QoS properties. b. Software tools ·
An analytical model
solver: XcL ·
A simulator: GRADE c. Publications ·
W. Aslam and J. J. Lukkien, “Delay constrained resource allocation for
wireless home networks,” in 2012 IEEE International Conference on Consumer Electronics
(ICCE 2012), Las Vegas, USA, Jan. 2012, pp. 98–99. ·
W. Aslam and J. J. Lukkien, “Scavenging the channel share: Performance on
sensing and allocation,” in First Taibah University
International Conference on Computing and Information Technology (ICCIT
2012), Al-Madinah Al-Munawwarah,
Saudi Arabia, Mar. 2012. ·
Aslam, W.; Lukkien, J.J.; , "Streaming-aware channel
utilization improvement for wireless home networks," Consumer
Electronics, IEEE Transactions on , vol.58, no.1, pp.69-77, February 2012 doi: 10.1109/TCE.2012.6170057 Contact SAN Secretary A. Gouma |
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