Publications by type
Journal Papers
- Reinforcement learning algorithms with selector, tuner,
or estimator
Arabian Journal for Science and Engineering, pp. 1-15, 2023 - An integrated new deep learning framework for reliable
CSI acquisition in connected and autonomous vehicles
IEEE Network, vol. 37, no. 4, pp. 216-222, 20232022 - PINE: Universal deep embedding for graph nodes via
partial permutation invariant set functions
IEEE Transactions on Pattern Analysis and Machine Intelligence, pp. 770-782, February 20222021 - Performance analysis of clustered wireless-powered ad hoc
networks via beta-ginibre point processes
IEEE Transactions on Wireless Communications, vol. 20, no. 11, pp. 7475-7489, 20212020 - Deep convolutional neural networks with ensemble learning
and transfer learning for capacity estimation of lithium-ion
batteries
Applied Energy, vol. 260, pp. 114296, 2020 - Look-ahead and learning approaches for energy harvesting
communications systems
IEEE Transactions on Green Communications and Networking, vol. 4, no. 1, pp. 289-300, March 20202019 - On the secret key capacity of sibling hidden Markov
models
[link]
IEEE Transactions on Information Forensics and Security, vol. 14, no. 2, pp. 514-524, 2019 - Superposition coded OFDM transmissions in a downlink
cooperative relay network based on statistical channel state
information
[link]
IET Communications, vol. 13, no. 6, pp. 718-726, April 2019 - Training optimization and performance of single cell
uplink system with massive-antennas base station
[link]
IEEE Trans. Commun., vol. 67, no. 2, pp. 1570-1585, February 2019 - Spatial transmitter density allocation for
frequency-selective wireless ad hoc networks
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IEEE Trans. Wireless Commun., vol. 18, no. 1, pp. 473-486, January 20192018 - Wide angle SAR subaperture imaging based on modified
compressive sensing
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IEEE Sensors Journal, vol. 18, no. 13, pp. 5439-5444, 2018 - Underwater distributed antenna systems: Design
opportunities and challenges
[link]
IEEE Communications Magazine, vol. 56, no. 10, , October 20182017 - A nonconvex splitting method for symmetric nonnegative
matrix factorization: Convergence analysis and optimality
[link]
IEEE Trans. Signal Processing, March 20172016 - Many access for small packets based on precoding and
sparsity-aware recovery
[link]
IEEE Trans. Commun., November 2016 - An efficient data compression technique based on BPDN
for scattered fields from complex targets
[link]
SCIENCE CHINA Information Sciences, November 2016 - Lq regularization-based synthetic aperture radar image
feature enhancement via iterative thresholding algorithm
[link]
Electronics Letters, July 2016 - Degrees of freedom region of wireless X networks based
on real interference alignment
[link]
IEEE Trans. Inf. Theory, pp. 1931-1941, April 20162015 - Group-sparse complex approximate message passing
algorithm for wide angle synthetic aperture radar imaging
[link]
Journal of Electronics and Information Technology, vol. 37, no. 8, pp. 1793-1800, 2015 - Gene regulatory network inference from perturbed
time-series expression data via ordered dynamical expansion of non-steady
state actors
[link]
IEEE/ACM Transactions on Computational Biology and Bioinformatics, December 2015 - Throughput of underwater wireless ad hoc networks with
random access: A physical layer perspective
[link]
IEEE Trans. Wireless Commun., vol. 14, no. 11, pp. 6257-6268, November 2015 - Radar change imaging with undersampled data based on
matrix completion and bayesian compressive sensing
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IEEE Geoscience and Remote Sensing Letters, pp. 1546-1550, July 2015 - Rate, energy, and delay tradeoffs in wireless multicast:
network coding vs. routing
[link]
IEEE Trans. on Mobile Computing, pp. 952-963, April 20152014 - Multiple-antenna interference channels with real
interference alignment and receive antenna joint processing based on
simultaneous Diophantine approximation
[link]
IEEE Trans. Inform. Theory, August 20142013 - Iterative receiver processing for OFDM modulated
physical-layer network coding in underwater acoustic channels
[link]
IEEE Trans. Commun., pp. 541-553, February 20132012 - Degrees of freedom regions of two-user MIMO Z and full
interference channels: The benefit of reconfigurable antennas
[link]
IEEE Trans. Info. Theory, vol. 58, no. 6, pp. 3766-3779, June 2012 - Degrees of freedom region for an interference network
with general message demands
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IEEE Trans. Info. Theory, vol. 58, no. 6, pp. 3787-3797, June 20122011 - Wireless network code design and performance analysis
using diversity-multiplexing tradeoff
[link]
IEEE Trans. Commun., vol. 59, no. 2, pp. 488-496, February 20112010 - Monobit digital receivers: Design, performance, and
application to impulse radio
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IEEE Trans. Commun., pp. 1695-1704, June 20102009 - Partial iterative decoding for binary turbo codes via
cross-entropy based bit selection
[link]
IEEE Trans. Commun., vol. 57, no. 11, pp. 3298-3306, November 2009 - Energy-aware scheduling with probabilistic deadline
constraints in wireless networks
[link]
Ad Hoc Networks, vol. 7, no. 7, pp. 1400-1413, September 2009 - Transmitter optimization and performance gain for
multiple-input single-output systems with finite-rate direction
feedback
[link]
IEEE Trans. Wireless Commun., vol. 8, no. 5, pp. 2253-2258, May 2009 - Error performance of transmit beamforming with delayed
and limited feedback
[link]
IEEE Trans. Wireless Commun., vol. 8, no. 3, pp. 1164-1170, March 20092008 - Finite-resolution digital receiver design for impulse
radio ultra-wideband communication
[link]
IEEE Trans. Wireless Commun., December 2008 - End-to-end energy management in networked real-time
embedded systems
[link]
IEEE Transactions on Parallel and Distributed Systems, Special Issue on Power-Aware Parallel and Distributed Systems, pp. 1498-1510, November 20082007 - Diversity and multiplexing tradeoff in general fading
channels
[link]
IEEE Trans. Info. Theory, vol. 53, no. 4, pp. 1549-1557, April 2007 - EM-based iterative receiver for coded MIMO systems in
unknown spatially correlated noise
[link]
Wiley's Wireless Communications and Mobile Computing, vol. 7, pp. 81-89, January 20072006 - Asymptotic performance of hybrid-selection /
maximal-ratio combining over fading channels
[link]
IEEE Trans. Commun., vol. 54, no. 5, pp. 770-777, May 20062005 - Quantifying the power-loss when transmit-beamforming
relies on finite-rate feedback.
[link]
IEEE Trans. Wireless Commun., vol. 4, no. 4, pp. 1948-1957, July 2005 - Blind channel estimation for ultra wide-band
communications employing pulse position modulation
[link]
IEEE Signal Processing Lett., vol. 12, no. 7, pp. 520-523, July 2005 - Generalized multi-carrier CDMA: Unification and linear
equalization
[link]
EURASIP Journal on Applied Signal Processing, pp. 743-756, April 2005
(Best Paper of EURASIP Journal on Advances in Signal Processing, 2008)2004 - Semi-blind SIMO flat-fading channel estimation in
unknown spatially correlated noise using the EM algorithm
[link]
IEEE Trans. Signal Processing, vol. 52, no. 6, , June 2004 - Joint coding-precoding with low-complexity
turbo-decoding
[link]
IEEE Trans. Wireless Commun., vol. 3, no. 3, pp. 832-842, May 2004 - Outage mutual information rate of space-time MIMO
channels
[link]
IEEE Trans. Info. Theory, vol. 50, no. 4, pp. 657-662, April 2004 - OFDM or single-carrier block
transmissions?
[link]
IEEE Trans. Commun., vol. 52, no. 3, pp. 380-394, March 20042003 - Asymptotic gains of generalized selection
combining
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Proc. of IEEE Vehicular Tech. Conf., October 2003 - A simple and general approach to the average and outage
performance analysis in fading
[link]
IEEE Trans. Commun., vol. 51, no. 8, pp. 1389-1398, August 2003 - Space-time diversity systems based on linear
constellation precoding
[link]
IEEE Trans. Wireless Commun., vol. 2, no. 2, pp. 294-309, March 2003
(IEEE Marconi Paper Prize Award in Wireless Communications, 2004) - Complex-field coding for OFDM over fading wireless
channels
[link]
IEEE Trans. Info. Theory, vol. 49, no. 3, pp. 707-720, March 2003 - Combining Galois with complex field coding for
space-time communications (invited)
[link]
European Trans. on Telecomm., vol. 14, no. 1, , Jan./Feb. 20032002 - Cyclic prefixing or zero padding for wireless
multicarrier transmissions?
[link]
IEEE Trans. Commun., vol. 50, no. 12, pp. 2136-2148, December 20022001 - Block Precoding for MUI/ISI-Resilient Generalized
Multi-carrier CDMA with Multirate Capabilities
[link]
IEEE Trans. Commun., vol. 49, no. 11, pp. 2016-2027, November 20012000 - AMOUR - Generalized Multicarrier Transceivers for
Blind CDMA regardless of Multipath
[link]
IEEE Trans. Commun., vol. 48, no. 12, pp. 2064-2076, December 2000 - Load-adaptive MUI/ISI-resilient generalized
multi-carrier CDMA with linear and decision-feedback
equalizers
[link]
European Trans. on Telecomm., vol. 11, no. 6, pp. 527-537, Nov./Dec 2000 - Wireless multicarrier communications: where Fourier
meets Shannon
[link] [pdf]
IEEE Signal Processing Magazine, vol. 17, no. 3, pp. 29-48, May 2000
(IEEE Signal Processing Society Best Magazine Paper Award, 2003)
2023
Conference Papers
- Computational complexity of asynchronous policy iteration
for two-player zero-sum Markov games
Proc. of IEEE Intl. Conf. on Acoustics, Speech, and Signal Processing, 20242022 - Group-wise feature selection for supervised
learning
Proc. of IEEE Intl. Conf. on Acoustics, Speech, and Signal Processing, pp. 3149-3153, 20222020 - Sequential neural network decoder for convolutional code
with large block sizes
IEEE GLOBECOM 2020 Workshop on Machine Learning in Communications, December 20202019 - Fast and global optimal nonconvex matrix factorization
via perturbed alternating proximal point
[link]
Proc. of IEEE Intl. Conf. on Acoustics, Speech, and Signal Processing, 2019 - Preamble detection in NB-IoT random access with
limited-capacity backhaul
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Proc. of IEEE Intl. Conf. on Comm., 2019 - Characterization and design of generalized convolutional
neural network
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Proc. of Conference on Information Sciences and Systems (CISS), 2019 - Group action equivariance and generalized convolution in
multi-layer neural networks
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Proc. of IEEE Intl. Conf. on Acoustics, Speech, and Signal Processing, 2019 - PA-GD: On the convergence of perturbed alternating
gradient descent to second-order stationary points for structured nonconvex
optimization
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International Conference on Machine Learning, 2019 - An actor-critic reinforcement learning approach for
energy harvesting communications systems (invited paper)
[link]
International Conference on Computer Communications and Networks, 2019 - Mixture of deep neural networks for instancewise feature
selection
[link]
Proc. of Allerton Conf. Commun., Control, and Computing, 2019 - Polarized low density parity check code on the
BSC
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International Conference on Wireless Communications and Signal Processing (WCSP), 2019 - Selector-actor-critic and tuner-actor-critic algorithms
for reinforcement learning
[link]
International Conference on Wireless Communications and Signal Processing (WCSP), 20192018 - Reinforcement learning exploration algorithms for energy
harvesting communications systems
[link]
Proc. of IEEE Intl. Conf. on Comm., 20182017 - A nonconvex splitting method for symmetric nonnegative
matrix factorization: Convergence analysis and optimality
[link]
Proc. of IEEE Intl. Conf. on Acoustics, Speech, and Signal Processing, New Orleans, LA, USA, 2017 - Cooperative cognitive radio network with energy
harvesting
[link]
Proc. of IEEE Vehicular Tech. Conf., 2017 - Asymptotic converse bound for secret key capacity in
hidden Markov model
[link]
Proc. IEEE Intl. Symp. on Info. Theory, 2017 - A stochastic nonconvex splitting method for symmetric
nonnegative matrix factorization
[link]
The 20th International Conference on Artificial Intelligence and Statistics (AISTATS), JMLR: W&CP, vol. 54, pp. 812-821, Fort Lauderdale, Florida, USA, April 2017 - Ensemble classification based on random linear base
classifiers
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Proc. of IEEE Intl. Conf. on Acoustics, Speech, and Signal Processing, New Orleans, LA, USA, March 20172016 - Algorithm for DNA copy number variation detection with
read depth and paramorphism information
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Proc. of IEEE Intl. Conf. on Acoustics, Speech, and Signal Processing, Shanghai, China, 2016 - Estimating high-dimensional covariance matrices with
misses for Kronecker product expansion models
[link]
Proc. of IEEE Intl. Conf. on Acoustics, Speech, and Signal Processing, Shanghai, China, 2016 - Many access for small packets based on precoding and
sparsity-aware recovery
[link]
Proc. of IEEE GLOBECOM, December 20162015 - Joint optimization of power allocation and training
duration for uplink multiuser MIMO communications
[link]
Proc. of IEEE Wireless Communications and Networking Conference, 2015 - Throughput maximization over frequency-selective
communications networks
[link]
Proc. of IEEE Wireless Communications and Networking Conference, 2015 - Accelerated algorithms for eigen-value decomposition with
application to spectral clustering
[link]
Proceedings of the Asilomar Conference on Signals, Systems & Computers, Pacific Grove, CA, USA, 2015 - Multipoint transmission scheduling in an underwater
distributed antenna system
[link]
Proc. of ACM Intl. Conf. on UnderWater Networks and Systems, Washington DC, 20152014 - Linear minimum mean-square error estimation based on
high-dimensional data with missing values
[link]
Proc. of Conference on Information Sciences and Systems (CISS), Princeton, NJ, 2014 - Achievable rates of uplink multiuser massive MIMO
systems with estimated channels
[link]
Proc. of IEEE GLOBECOM, 2014 - A novel uplink data transmission scheme for small packets
in massive MIMO system (invited paper)
[link]
Proc. of IEEE/CIC International Conference on Communications in China, 20142013 - Multiple-antenna interference channel with receive
antenna joint processing and real interference alignment
[link]
Proc. IEEE Intl. Symp. on Info. Theory, 2013 - Underwater acoustic network with random access: A
physical layer perspective
[link]
Proc. of ACM Intl. Conf. on UnderWater Networks and Systems, 2013 - Joint Viterbi decoding and decision feedback
equalization for monobit digital receivers
[link]
Proc. of IEEE/CIC International Conference on Communications in China, 20132012 - Dynamic block-cycling over a linear network in underwater
acoustic channels
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The Seventh ACM International Conference on Underwater Networks and Systems (WUWNet), 2012 - Outage performance of a distributed antenna system in
underwater acoustic channels
[link]
Proceedings of the Asilomar Conference on Signals, Systems & Computers, Asilomar, California, November 20122011 - Real interference alignment and degrees of freedom region
of wireless X networks (invited)
[link]
International Symposium on Wireless Communication Systems, Aachen, Germany, November 2011 - Degrees of freedom region for an interference network
with general message demands
[link]
Proc. IEEE Intl. Symp. on Info. Theory, Saint Petersburg, Russia, July 2011 - Interference alignment and degrees of freedom region of
cellular sigma channel
[link]
Proc. IEEE Intl. Symp. on Info. Theory, Saint Petersburg, Russia, July 2011 - Superposition noisy network coding
[link]
Proc. IEEE Intl. Symp. on Info. Theory, Saint Petersburg, Russia, July 2011 - Turbo equalization for OFDM modulated physical layer
network coding
[link]
Proc. of IEEE Workshop on Signal Proc. Advances in Wireless Comm., June 20112010 - On the degrees of freedom regions of two-user MIMO Z
and full interference channels with reconfigurable antennas
[link]
Proc. of IEEE GLOBECOM, 2010 - Multiple description coding-based optimal resource
allocation for OFDMA multicast service
[link]
Proc. of IEEE GLOBECOM, 20102008 - Finite-resolution digital receiver design for impulse
radio ultra-wideband communication
[link]
Proc. of IEEE Intl. Conf. on Comm., Beijing, China, 2008 - Cross-entropy based symbol selection and partial
iterative decoding for serial concatenated convolutional
codes
[link]
Proc. of Conference on Information Sciences and Systems (CISS), 2008 - Capacity analysis of MIMO ad hoc network with stream
number selection
[link]
Proc. of IEEE Intl. Conf. on Acoustics, Speech, and Signal Processing, 2008 - Combined nulling-canceling and maximum-likelihood
detection for multiple antenna communication
[link]
IEEE International Conference on Electro/Information Technology, 2008 - MIMO transmitter optimization with mean and covariance
feedback for low SNR
[link]
Proc. of IEEE GLOBECOM, 2008 - Effects of delay and links between relays on the min-cut
capacity in a wireless relay network
[link]
Allerton Conf., 20082007 - Maximum ratio combining using single RF chain and
single matched filter
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Proc. of IEEE GLOBECOM, Washington, D.C., 2007 - Turbo decoding complexity reduction by symbol selection
and partial iterations
[link]
Proc. of IEEE GLOBECOM, Washington, D.C., 2007 - Energy-aware scheduling with deadline and reliability
constraints in wireless networks
[link]
IEEE BROADNETS, 2007 - Energy-aware scheduling of real-time tasks in wireless
networked embedded systems
[link]
IEEE Real-Time Systems Symposium, 2007 - Unified defense against denial-of-service
attacks
[link]
IFIP Networking, Atlanta, GA, May 20072006 - Lifetime maximization of sensor networks under
connectivity and k-coverage constraints
[link]
Lecture Notes in Computer Science, vol. 4026, pp. 422-442. Springer Berlin, 2006 - A novel real-time MAC protocol exploiting spatial and
temporal channel diversity in wireless industrial networks
[link]
International Conference on High Performance Computing, Bangalore, India, December 2006 - Performance of generalized diversity combining system for
coded transmissions
[link]
IEEE MILCOM, Washington DC, October 2006 - Diversity and multiplexing tradeoff in general fading
channels
[link]
Proc. of Conference on Information Sciences and Systems (CISS), Princeton, NJ, March 2006 - Quantifying the performance gain of direction feedback in
a MISO system
[link]
Proc. of Conference on Information Sciences and Systems (CISS), Princeton, NJ, March 20062005 - Mostly-sleeping wireless sensor networks: Connectivity,
k-coverage, and alpha-lifetime
[link]
Proc. of Allerton Conf., UIUC, September 2005 - Low-complexity nulling-canceling detection algorithm for
coded MIMO systems with near-optimal performance
[link]
Proc. of IEEE Workshop on Signal Proc. Advances in Wireless Comm., New York, June 20052004 - Ultra wide-band communications with blind channel
estimation based on first-order statistics
[link]
Proc. of IEEE Intl. Conf. on Acoustics, Speech, and Signal Processing, Montreal, Quebec, Canada, May 2004 - Performance analysis for transmit-beamforming with
finite-rate feedback
[link]
Proc. of Conference on Information Sciences and Systems (CISS), Princeton, NJ, March 2004 - Average symbol error probability and outage probability
analysis for general cooperative diversity system at high signal to noise
ratio
[link]
Proc. of Conference on Information Sciences and Systems (CISS), Princeton, NJ, March 20042003 - Iterative channel estimation and decoding for coded
MIMO system in unknown spatially correlated noise
[link]
Proc. of Allerton Conf., Urbana-Champaign, Illinois, October 2003 - Multi-carrier ultra-wideband multiple-access with good
resilience against multiuser interference
[link]
Proc. of 37th Conf. on Info. Sciences and Systems, Johns Hopkins University, March 12-14 2003 - Maximum likelihood semi-blind channel and noise
estimation using the EM algorithm
[link]
Proc. of 37th Conf. on Info. Sciences and Systems, Johns Hopkins University, March 12-14 2003 - Asymptotic performance of wireless communications with
generalized selection combining
[link]
Proc. of IEEE GLOBECOM, March 20032002 - What determines average and outage performance in fading
channels?
[link]
Proc. of IEEE GLOBECOM, Taiwan, R.O.C., Nov. 17-21, 2002 - Outage mutual information of space-time MIMO
channels
[link]
Proc. of Allerton Conf., October 2002 - Turbo-decoding of unitary precoded and coded
OFDM
[link]
Proc. of IEEE Vehicular Tech. Conf., Birmingham, AL, May 4-9, 2002 - Optimality of single-carrier zero-padded block
transmissions
[link]
Proc. of IEEE Wireless Communications and Networking Conference, pp. 660-664, Orlando, FL, March 17-21 2002 - Bounding rate and performance of differential unitary
space-time codes using integral geometry measures
[link]
Proc. of 36th Conf. on Info. Sciences and Systems, Princeton Univ., NJ, March 20-22 2002 - Joint coded-precoded OFDM with low-complexity
turbo-decoding
[link]
Proc. of the European Wireless Conf., pp. 648-654, Florence, Italy, Feb. 25-28, 20022001 - Space-time constellation-rotating codes maximizing
diversity and coding gains
[link]
Proc. of IEEE GLOBECOM, vol. 1, pp. 455-459, San Antonio, TX, November 2001 - Space-time diversity systems based on unitary
constellation-rotating precoders
[link]
Proc. of IEEE Intl. Conf. on Acoustics, Speech, and Signal Processing, vol. 4, pp. 2249-2432, Salt Lake City, Utah, May 7-11, 2001 - Linearly precoded or coded OFDM against wireless
channel fades?
[link]
Proc. of IEEE Workshop on Signal Proc. Advances in Wireless Comm., pp. 267-270, Taoyuan, Taiwan, R.O.C., March 20-23, 20012000 - Linear unitary precoders for maximum diversity gains with
multiple transmit- and receive-antennas
[link]
Proc. of 34th Asilomar Conf. on Signals, Systems, and Computers, pp. 1553-1557, Pacific Grove, CA, Oct. 29-Nov. 1, 2000 - Block Spreading for MUI/ISI-Resilient Generalized
Multi-carrier CDMA with Multirate Capabilities
[link]
Proc. of IEEE Intl. Conf. on Comm., pp. 1477-1481, New Orleans, LA, June 18-22 2000 - Reduced complexity equalizers for zero-padded OFDM
transmissions
[link]
Proc. of IEEE Intl. Conf. on Acoustics, Speech, and Signal Processing, pp. 2973-2976, Istanbul, Turkey, June 5-9, 2000 - Wideband generalized multicarrier CDMA over
frequency-selective wireless channels
[link]
Proc. of IEEE Intl. Conf. on Acoustics, Speech, and Signal Processing, pp. 2501-2504, Istanbul, Turkey, June 5-9, 20001999 - AMOUR - Generalized Multicarrier CDMA Irrespective of
Multipath
[link]
Proc. of IEEE GLOBECOM, pp. 965-969, Rio de Janeiro, Brazil, Dec. 5-9 1999 - Generalized Multi-Carrier CDMA for Wireless
MUI/ISI-resilient Uplink Transmissions Irrespective of Frequency-selective
Multipath
[link]
Proc. of 2nd Intl. Conf. on Multi-Carrier Spread-Spectrum & Related Topics, pp. 25-33, Oberpfaffenhofen, Germany, Sept. 15-17, 1999 - Vandermonde-Lagrange Mutually Orthogonal Flexible
Transceivers for Blind CDMA in Unknown Multipath
[link]
Proc. of IEEE Workshop on Signal Proc. Advances in Wireless Comm., pp. 42-45, Annapolis, MD, May 9-12 1999 - Mutually orthogonal transceivers for blind uplink CDMA
irrespective of multipath channel nulls
[link]
Proc. of IEEE Intl. Conf. on Acoustics, Speech, and Signal Processing, vol. 5, pp. 2741-2744, Phoenix, AZ, March 1999
2024
Other Publications
- Linear precoding for wireless
communications
PhD thesis, University of Minnesota, Twin Cities, Minnesota, 20022000 - Block spreading for multipath-resilient generalized
multi-carrier CDMA
Georgios B. Giannakis, Y. Hua, P. Stoica, and L. Tong, editors, Signal Processing Advances in Wireless and Mobile Communications, vol. II. Prentice-Hall, Inc, October 20001999 - Multirate transceivers for block wireless transmissions
and multicarrier CDMA irrespective of unknown multipath
channels
Master's thesis, University of Virginia, Charlottesville, VA, January 19991996 - Spectrum correlation method and its application to direct
sequence spread spectrum signal processing
Bachelor's thesis, University of Science and Technology of China, Hefei, China, 1996
2002
Patents
-
Wireless communication system having linear
encoder
U.S. Patent No. 7292647 -
Wireless communication system having error-control coder
and linear precoder
U.S. Patent No. 7251768