We are interested in the effect of multi-user interference
(MUI) on IR-UWB Networks. We argue that in a real system MUI
inevitably occurs and consequently has to be dealt with.
First, there may be other co-existing IR-UWB networks that
are not under your control but still interfere with your
network. Second, from a networking perspective one potential
benefit of UWB over narrowband networks is the possibility to
allow parallel transmissions. The resulting MAC protocols do
not try to prevent MUI by enforcing mutual exclusion, but
rather allow concurrent transmissions and thus to some extent
the occurence of MUI.
The effect of MUI on system performance is generally less
detrimental in IR-UWB networks than in narrowband networks.
Nevertheless, the resulting performance degradation can still
be significant, especially in the case of nearby interferers
(near-far effect). MUI thus has to be taken into account in
system design and schemes to mitigate its effect need to be
developed.
Our current research on the topic covers a wide range of
areas. It includes the physical as well as the MAC layer,
synchronization and data decoding, ranging and
localization.
- We propose a new timing acquisition and synchronization
scheme that is robust to MUI, even in the hard case of
heterogeneous power levels (near-far effect). Our method
solves the problem without any additional complexity
overhead, e.g. for a digital receiver, it employs the same
sampling frequency and number of operations as a
conventional detection method.
- We show that mitigation of MUI on the physical layer
can be achieved with a receiver that employs a combination
of statistical interference modeling and thresholding. In
contrast to existing schemes, our receiver accounts for the
multipath nature of UWB channels. We find that in a
multipath environment the proposed receiver significantly
outperforms existing receiver designs that either
completely neglect the effect of MUI or only use a simple
threshold to reject samples from interfering users. To
model MUI we consider a hidden Markov model (HMM) and a
Gaussian mixture model (GMM). We find that the HMM models
interference better than the GMM. However, the resulting
performance difference is not huge and comes at the cost of
increased receiver complexity.
- We evaluate the performance of an IEEE 802.15.4a
ultra-wideband (UWB) physical layer with an
energy-detection receiver in the presence of MUI. In our
simulations we consider a complete packet based system,
taking into account packet detection and timing
acquisition, the estimation of the power delay profile of
the channel and the recovery of the encoded payload. Our
analysis shows that an 802.15.4a compliant energy detector
shows only very limited capture effect and thus anihilates
one of UWBs most appealing benefits, namely the possibility
to allow concurrent transmissions.
- We propose a MAC
protocol that takes advantage of the possiblity to
mitigate interference on the physical layer.
- Due to its fine timing resolution, UWB has a huge
potential in ranging and localization applications. Also in
these applicaitons, MUI is an issue and we thus study the
impact of MUI on ranging and localization.
For more information on this topic, the following selected
publications are available:
- M. Flury, R. Merz and J.-Y. Le Boudec.
Managing Impulsive Interference in Impulse Radio UWB
Networks. ST Journal of Research, 2007.
- A. El Fawal and J.-Y. Le Boudec. A Power Independent Detection
Method for UltraWide Band (UWB) Impulse Radio Networks.
IEEE International Conference on Ultra-Wideband (ICU 2005),
2005.
- A. El Fawal and J.-Y. Le Boudec.
Synchronizing Method for Impulse Radio Network.
P-26-526-US, October 2004.
- M. Flury and J.-Y. Le Boudec
Interference Mitigation by Statistical Interference
Modeling in an Impulse Radio UWB Receiver. IEEE
International Conference on Ultra-Wideband (ICUWB 2006),
2006.
- M. Flury, R. Merz, J.-Y. Le Boudec and J. Zory.
Performance Evaluation of an IEEE 802.15.4a Physical Layer
with Energy Detection and Multi-User Interference. IEEE
International Conference on Ultra-Wideband (ICUWB 2007),
2007.
- M. Flury, R. Merz, J.-Y. Le Boudec.
An Energy Detection Receiver Robust to Multi-User Interference for IEEE
802.15.4a Networks. IEEE
International Conference on Ultra-Wideband (ICUWB 2008),
2008.
- M. Flury, R. Merz and J.-Y. Le Boudec
Robust Non-Coherent Timing Acquisition in IEEE 802.15.4a IR-UWB Networks
Personal, Indoor and Mobile Radio Communications, 2009. PIMRC 2009. IEEE 20th International Symposium on, 2009.
- J.-Y. Le Boudec, R. Merz, B. Radunovic, and J. Widmer.
DCC-MAC: A decentralized MAC protocol for 802.15.4a-like
UWB mobile ad-hoc networks based on dynamic channel
coding. In First International Conference on Broadband
Networks (BroadNets 2004), San Jose, CA, October 2004.
- H. Zhan, J. Ayadi, J. Farserotu and J.-Y. Le Boudec.
High-Resolution Impulse Radio Ultra Wideband. IEEE
International Conference on Ultra-Wideband (ICUWB 2007),
2007.