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| Information
Theoretic Aspects of Cooperative Cellular Systems |
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Faculty: Y. Bar-Ness, A. Haimovich
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| Postdoc: O. Somekh |
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The deployment and overwhelming success
of commercial cellular communication systems, based
on GSM, IS-95 and recently 3G standards, encouraged
a worldwide intensive research effort to assess the
ultimate theoretical performance limitations of cellular
systems. In general, a cellular system divides a geographical
area into variant sized cells (depending on the expected
number of users). In each cell there are mobile users
that communicate with other users (not necessarily members
of the system) through the cell-site transceiver. The
cell-site terminals are connected to each other by special
communication links, where the connection to the outside
world is done through gateways. The communication channels
included in the cellular systems can be divided into
two main categories: the uplink channel, where messages
are transmitted from the users to the cell-cite receiver,
and the reversed downlink channel. In addition to the
ambient noise, both channels suffer from various phenomena
such as multi-path fading, intra- and inter-cell interferences,
and Doppler shifts.
The research deals with information theoretic aspects
of joint multi-cell site processing of cellular communication
models in the presence of fading. Unlike conventional
system models, in which each cell independently processes
the signals related to its mobile users, treating other
cell-sites' signals as additive noise; a novel approach,
in which a finite or infinite cluster of adjacent cells
are jointly processing their mobile users' signals,
is studied. This approach forms a compromise between
the advantage of incorporating additional information
from other cell-sites on one hand, and the associated
excess processing complexity, on the other. It is demonstrate,
in various setups [1][2][3], that the joint multi-cell
site processing approach yields a non-interference limited
behavior and provides a significant performance enhancement
over the conventional single cell-site processing approach.
Currently, sub-optimal scheduling schemes for the cellular
system downlink channel are under investigation. Different
aspects of system performance, such as the system throughput,
the amount and shape of the required feedback channel-state-information
(CSI), and "fairness" of service between users,
are evaluated for simple yet insightful cellular system
models.
The multi-cell processing approach seems like a strong
candidate method for increasing cellular systems performance.
Along with other performance increasing methods, such
as the use of antenna arrays (MIMO), it is most likely
to be included in some form by future cellular standards.
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| References: |
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[1] O. Somekh and S. Shamai (Shitz), "Shannon-Theoretic
Approach to a Gaussian Cellular Multiple-Access Channel
with Fading", IEEE Trans. Inform. Theory, Vol.
IT-46, pp. 1401-1425, July 2000.
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| [2]
O. Somekh, B. M. Zaidel and S. Shamai (Shitz), "Spectral
Efficiency of Joint Multiple Cell-Site Processors for
Randomly Spread DS-CDMA Systems", in Proceedings
of the 2004 IEEE International Symposium on Information
Theory (ISIT'04), (Chicago, Illinois, USA), p. 278, Jun.
27 - Jul. 2, 2004. |
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| [3] O. Somekh,
B. M. Zaidel and S. Shamai (Shitz), "Sum-Rate Characterization
of Multi-Cell Processing", in Proceedings of the
Canadian workshop to Information Theory (CWIT'05). |
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Copyright © 2000-2006 CWCSPR, NJIT.
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