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Plenary
Lecture
Signal Processing in DS-CDMA Downlink Wireless
Communication Systems with Fading Channel Employing the
Generalized Detector
Professor Vyacheslav Tuzlukov
School of Electrical Engineering and Computer
Science
Kyungpook National University
1370 Sankyuk-dong, Buk-gu, Daegu 702-701
SOUTH KOREA
E-mail:
tuzlukov@ee.knu.ac.kr
Abstract: Generalized
receiver (GR) constructed in
accordance with the generalized
approach to signal processing
(GASP) in noise is employed in
direct-sequence code-division
multiple access (DS-CDMA) downlink
wireless communication system with
frequency-selective channels. We
consider four avenues: linear
equalization (LE) with finite
impulse re-sponse (FIR)
beamforming filters; channel
estimation and spatially
correlation; optimal combining;
and partial can-cellation. We
investigate the GR with simple LE
and FIR beamforming filters.
Numerical results and simulation
show that the GR with FIR
beamforming filters surpasses in
performance the optimum infinite
impulse response be-amforming
filters with conventional
receivers, and can closely
approach the performance of GR
with infinite impul-se response
beamforming filters. Channel
estimation errors are taken into
consideration in order to DS-CDMA
wire-less communication system
performance will be not degraded
under practical channel
estimation. GR takes an
esti-mation error of maximum
likelihood (ML) multiple-input
multiple-output (MIMO) channel
estimation and GR spa-tially
correlation into account in
computation of minimum mean square
error (MMSE) and log-likelihood
ratio (LLR) of each coded bit.
Symbol-error rate (SER)
performance of DS-CDMA employing
GR with quadrature subb-ranch
hybrid selection/ maximal-ratio
combining (HS/MRC) scheme for 1-D
modulations in Rayleigh fading is
obta-ined and compared with that
of the conventional HS/MRC
receivers. Procedure of selecting
a partial cancellation fa-ctor (PCF)
for the first stage of a
hard-decision partial parallel
interference cancellation (PPIC)
of the GR employing in DS-CDMA
wireless communication system is
proposed. A range of the optimal
PCFs is derived based on the
Pri-ce’s theorem. Computer
simulation results show
superiority in bit error rate (BER)
performance that is very close to
the potentially achieved and
surpasses the BER performance of
the real PCF for DS-CDMA systems
discussed in li-terature.
A transmitted signaling technique
using orthogonal unified complex
Hadamard transform spreading
sequences is in-vestigated when
the GR is employed in DS-CDMA
downlink wireless communication
system to maintain the
ortho-gonality between users and
reduce the effect of multipath
fading and interference from other
users. A general multi-path-fading
model is assumed. System
performance is evaluated by means
of
signal-to-interference-plus-noise
ratio (SINR) at the GR output. It
is shown that the SINR of the DS-CDMA
downlink wireless communication
system em-ploying the orthogonal
unified complex Hadamard transform
spreading sequences and the GR is
independent of the phase offsets
between different paths, while the
SINR of the same system using the
Walsh-Hadamard (WH) spread-ing
sequences is related to the
squared cosine of path phase
offsets. As a result, the
bit-error ratio (BER) performan-ce
of the DS-CDMA downlink wireless
communication system employing the
GR is better than that of the
system with the WH spreading
sequences at high SINRs.
Comparative analysis of BER
performances of DS-CDMA down-link
wireless communication systems
using the GR and Rake receiver,
which consists of a bank of
correlation recei-vers, with each
individual receiver correlating
with a different arriving
multipath component, shows a
superiority of the GR over the
Rake receiver both at high SINRs
and at low SINRs.
Brief Biography of the Speaker:
Vyacheslav Tuzlukov is currently a
Full Professor of the School of
Electrical Engineering and
Computer Science at the Kyungpook
National University, Daegu, South
Korea. His research emphasis is on
signal processing in wireless
communications, wireless sensor
networks, radar/sonar, remote
sensing, satellite communications,
mobile communications, and
underwater signal processing, and
so on. Prior to this, he was Full
Professor of the School of
Electronic Engineering,
Communications Engineering and
Computer Science at the Yeungnam
University, Gyeongsan, South Korea
(2007-2008) and invited Full
Professor of the Electrical and
Computer Engineering Department of
Ajou University, Suwon, South
Korea (2003-2007), where he
managed research teams in the area
of signal processing in CDMA
wireless communications and in
wireless sensor networks. He is an
author over 150 journal and
conference papers and of the
following books in signal
processing area: Signal Processing
in Noise: A New Methodology, IEC
(1998); Signal Detection Theory,
Springer-Verlag, New York (2001);
Signal Processing Noise, CRC
Press, Boca Raton, New York,
Washington, D.C. London (2002);
Signal and Image Processing in
Navigational Systems, CRC Press,
Boca Raton, New York, Washington,
D.C., London (2004); Signal
Processing in Radar Systems, CRC
Press, Boca Raton, New York,
Washington, D.C., London (2010, in
press) and has al-so contributed
the chapters “Underwater
Acoustical Signal Processing” and
“Satellite Communications Systems:
Applications” to Electrical
Engineering Handbook: 3rd Edition,
CRC Press, Boca Raton, New York,
Washington, D.C., London (2005).
He serves as a Keynote Speaker,
Chair of Sessions, Tutorial
Instructor, and Plenary Speaker at
major International Conferences on
Signal Processing.
Dr. Tuzlukov was highly
recommended by U.S. experts of
Defense Research and Engineering (DDR&E)
of the Uni-ted States Department
of Defense as a recognized expert
in the field of humanitarian
demining and minefield sensing
technologies and had been awarded
by Special Prize of the United
States Department of Defense in
1999. Dr. Tuzlukov is
distinguished as one of the
leading achievers from around the
world by Marquis Who’s Who and
listed in the Who’s Who in the
World, 2006-2010 and Who’s Who in
Science and Engineering,
2006-2009, Marquis Publisher, NJ,
USA.
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