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Research
- Wireless networks and distributed systems,
currently focusing on wireless and mobile sensing
- Vehicular Networks
- Vehicular
ad-hoc networks (VANET) offer a unique opportunity for gathering
real-time data about a city, such as real-time traffic
conditions, environmental parameters, physical condition of the
drivers. This data is useful for supporting decision making both
at personal level, for example in enhancing mobility, and at
public level, e.g. real-time monitoring of traffic or
environmental aspects. To provide sensing services, the network
must support nodes that periodically generate data and make that
data available outside the VANET. I am working on different
aspect related to this scenario, like effective ways to take the
data out of the network, placement of gateways (RSUs), the use of
mobile gateways, architectures to efficiently collect data and
make it available, algorithms to infer knowledge from that data.
I am pursuing this work within the scope of the MIT|Portugal
project MISC. I am also very interested in wireless link
characterisation for urban VANET.
- Mobile Sensing
- Mobile devices have become powerful miniaturised computing
devices that are equipped with a plethora of connectivity interfaces,
raging from 3G and WiFi to Bluetooth, more recently RFID, and
802.15.4 in near future. As such, they are obvious gateways between
people, the physical world and the Internet raising several
challenges related to their integration in the Internet of Things.
Moreover, groups of users can actually communicate directly with
eachother over ad-hoc networks to gather or disseminate information
or to communicate with eachother. I am currently working on a WiFi
based network for gathering vital signs of firefighters in real-time
within the scope of the CMU|Portugal
Vital Responder project. I am also currently working in
machine-to-machine communications (M2M) to support mobile sensing and
context-awareness, and I am pursuing these interests within the scope
of projects with Portugal Telecom Inovação.
- Mobile Applications
- I
have a great deal of ideas for applications and mash-ups that I am
interested in pursuing, but I am also willing to discuss your ideas
and work them into a MSc or even PhD thesis. On-going MSc thesis
are a good overview of my interests.
- Performance Evaluation of
Wireless Networks
I have a long experience of simulation and measurement of
wireless networks, specifically WLAN (802.11b, g). I am fond of
measuring and using the results obtained for desinging or improving
existing protocols, but also for building channel or traffic models.
I am currently working on a measurement-based model for VANET links
within the scope of the CMU|Portugal
DriveIn project. I am also working in optimisation of wireless
communication using multiple interfaces of a single multi-homed
device, and in the optimisation of handovers between WiFi access
points, within IT internally funded projects
COHERENT and SHOWNET,
respectively.
- Data Mining/ Machine Learning
As a straightforward consequence of my interest in mobile sensing
systems and context-awareness, I have a developed a strong interest
in Data Mining, which I am currently pursuing within the scope of the
MISC|MIT Portugal and an MSc thesis supervision. Additionally, I am
PI of VOCE, a project funded by the portuguese
Foundation for sCience and Technology (FCT) on machine learning
algorithms for detection of stress in voice that will start in 2012.
QoS in Wireless Networks The traffic on the Internet is
becoming more and more heterogeneous, with extremely rapid growth of
video and audio streaming together with online games, among other
multimedia traffic. On the other side, user have become used to
receiving the same type of service everywere and independently from
device or connectivity. Until now, indiscriminate handling of
different tyes of traffic has been able to satisfy users because
there is far more bandwidth availble than usually requested, but
overprovisioning will not be a solution for long. I am looking
forward to start working on problems related to this again, so
contact me if you are interested.
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