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| Joint
Channel estimation and decoding for OFDM |
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Faculty: Y. Bar-Ness
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| Students: Ruben de Francisco, Marta Perez
and Jordi Diaz |
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The
growing demand in wireless communication systems for
multimedia services requires the use of multi-carrier
transmission schemes with high transmission rates. Orthogonal
Frequency Division Multiplexing (OFDM) offers high data
rates with a high spectral eficiency and low multi-path
distortion.
In order to obtain high spectral eficiencies, multilevel
modulation with non-constant
amplitude is needed and therefore coherent detection
is generally used, which requires an accurate channel
estimator to track the channel fading process. Accurate
channel estimation in OFDM systems can be a dificult
task, especially under extreme conditions of time variation
and frequency selectivity. Iterative techniques are
a good solution, both in fast and slow fading environments
becouse they require less pilot overhead. In addition
Iterative channel estimation can take advantage of the
information provided by an iterative decoding process
such as the ones used to decoded Bit Interleaved coded
Modulation (BICM) and Turbo-Codes. Joint iterative channel
estimation and decoding can significantly reduce the
complexity of receiver and maintaining a high level
of performance.
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| References: |
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[1]
R. de Francisco Martin and Y. Bar-Ness, A novel
reduced-complexity
EM-based receiver with joint iterative channel estimation
and deconding
for OFDM systems in proceedings of 41st Annual
Allerton Conference
on Communication, Control, and Computing, October 2003.
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[2]
X. Ma, H. Kobayashi and S. C. Schwartz, EM-based
channel estimation
for OFDM, in IEEE Pacific Rim Conference on Communications,
Computers and signal Processing, 2001, Vol. 2, pp. 26
- 28. |
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[3]
X. Zhuang and F.W. Vook, Iterative channel estimation
and decoding
for a turbo-coded OFDM system via the EM algorithm,
in Proceedings
of IEEE International Conference on Acoustics, Speech,
and Signal
Processing, 2002, Vol. 3, pp. 2337 - 2340.
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Copyright © 2000-2006 CWCSPR, NJIT.
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