Fady Alajaji - Publications
Joint Source-Channel Coding and Applications
Journal Papers:
(In chronological order)
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F. Alajaji, N. Phamdo, N. Farvardin, and T. Fuja, Detection
of Binary Markov
Sources Over Channels with Additive Markov Noise,
IEEE Transactions on Information Theory,
Vol. 42, No. 1, pp. 230-239, January 1996.
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F. Alajaji, N. Phamdo, and T. Fuja, Channel Codes That Exploit
the Residual Redundancy in CELP-Encoded Speech,
IEEE Transactions on Speech and Audio Processing ,
Vol. 4, No. 5, pp. 325-336, September 1996.
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N. Phamdo, F. Alajaji, and N. Farvardin, Quantization of Memoryless and
Gauss-Markov Sources Over Binary Markov Channels, IEEE
Transactions on Communications, Vol. 45, No. 6,
pp. 668-675, June 1997.
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P. Burlina and F. Alajaji, An Error Resilient Scheme for Image
Transmission Over Noisy Channels with Memory,
IEEE Transactions on Image Processing, Vol. 7, No. 4,
pp. 593-600, April 1998.
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F. Alajaji and N. Phamdo,
Soft-Decision COVQ for Rayleigh Fading Channels,
IEEE Communications Letters, Vol. 2, No. 6, pp. 162-164,
June 1998.
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S. Al-Semari, F. Alajaji and T. Fuja,
Sequence MAP Decoding of Trellis Codes for
Gaussian and Rayleigh Channels,
IEEE Transactions on Vehicular Technology, Vol. 48, No. 4,
pp. 1130-1140, July 1999.
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F. Alajaji, S. Al-Semari and P. Burlina,
Visual Communication via Trellis Coding
and Transmission Energy Allocation,
IEEE Transactions on Communications, Vol. 47, No. 11,
pp. 1722-1728, November 1999.
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N. Phamdo and F. Alajaji,
Soft-Decision Demodulation Design for COVQ over
White, Colored, and ISI Gaussian Channels,
IEEE Transactions on Communications,
Vol. 48, No. 9, pp. 1499-1506, September 2000.
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H. Kuai, F. Alajaji and G. Takahara,
Tight Error Bounds for Non-Uniform Signaling over AWGN Channels,
IEEE Transactions on Information Theory,
Vol. 46, No. 7, pp. 2712-2718, November 2000.
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G.-C. Zhu and F. Alajaji,
Soft-Decision COVQ for Turbo-Coded AWGN
and Rayleigh Fading Channels, IEEE Communications Letters,
Vol. 5, No. 6, pp. 257-259, June 2001.
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G.-C. Zhu and F. Alajaji,
Turbo Codes for Non-Uniform Memoryless Sources
over Noisy Channels, IEEE Communications
Letters, Vol. 6, No. 2, pp. 64-66, February 2002.
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M. Skoglund, N. Phamdo and F. Alajaji,
Design and Performance of VQ-Based Hybrid Digital-Analog
Joint Source-Channel Codes,
IEEE Transactions on Information Theory,
Vol. 48, No. 3, pp. 708-720, March 2002.
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A. Nazer and F. Alajaji,
Unequal Error Protection and Source-Channel
Decoding of CELP Speech,
IEE Electronics Letters,
Vol. 38, No. 7, pp. 347-349, 28th March 2002.
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G. Takahara, F. Alajaji, N. C. Beaulieu and H. Kuai,
Constellation Mappings for Two-Dimensional Signaling
of Non-Uniform Sources,
IEEE Transactions on Communications, Vol. 51, No. 3,
pp. 400-408, March 2003.
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G.-C. Zhu, F. Alajaji, J. Bajcsy and P. Mitran,
Transmission of Non-Uniform Memoryless Sources via
Non-Systematic Turbo Codes,
IEEE Transactions on Communications, Vol. 52, No. 8,
pp. 1344-1354, August 2004.
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L. Zhong, F. Alajaji and G. Takahara,
Error Analysis for Nonuniform Signaling over Rayleigh Fading Channels,
IEEE Transactions on Communications,
Vol. 53, No. 1, pp. 39-43, January 2005.
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F. Behnamfar, F. Alajaji and T. Linder,
Image Transmission over the Polya Channel via
Channel-Optimized Quantization,
IEEE Transactions on Signal Processing,
Vol. 53, No. 2, pp. 728-733, February 2005.
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Z. Raza, F. Alajaji and T. Linder,
Design of Sample Adaptive Product Quantizers for Noisy Channels,
IEEE Transactions on Communications,
Vol. 53, No. 4, pp. 576-580, April 2005.
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G.-C. Zhu and F. Alajaji,
Joint Source-Channel Turbo Coding for Binary Markov Sources,
IEEE Transactions on Wireless Communications, Vol. 5,
No. 5, pp. 1065-1075, May 2006.
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M. Skoglund, N. Phamdo and F. Alajaji,
Hybrid Digital-Analog Source-Channel Coding for Bandwidth
Compression/Expansion,
IEEE Transactions on Information Theory,
Vol. 52, No. 8, pp. 3757-3763, August 2006.
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F. Behnamfar, F. Alajaji and T. Linder,
Channel-Optimized Quantization with Soft-Decision
Demodulation for Space-Time Orthogonal Block-Coded Channels,
IEEE Transactions on Signal Processing,
Vol. 54, No. 10, pp. 3935-3946, October 2006.
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F. Behnamfar, F. Alajaji and T. Linder,
MAP Decoding for Multi-Antenna Systems with Non-Uniform
Sources: Exact Pairwise Error Probability and Applications,
IEEE Transactions on Communications,
Vol. 57, No. 1, pp. 242-254, January 2009.
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H. Ebrahimzadeh Saffar, F. Alajaji and T. Linder,
COVQ for MAP Hard-Decision Demodulated Channels,
IEEE Communications Letters, Vol. 13, No. 1, pp. 28-30, January 2009.
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Y. Wang, F. Alajaji and T. Linder,
Hybrid Digital-Analog Coding with Bandwidth Compression
for Gaussian Source-Channel Pairs,
IEEE Transactions on Communications,
Vol. 57, No. 4, pp. 997-1012, April 2009.
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B. Moore, G. Takahara and F. Alajaji,
Pairwise Optimization of Modulation Constellations for Non-Uniform Sources,
IEEE Canadian Journal of Electrical and Computer Engineering,
Vol. 34, No. 4, pp. 167-177, October 2010.
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A. Abou Saleh, W.-Y. Chan and F. Alajaji,
Compressed Sensing with Nonlinear Analog Mapping in a Noisy Environment,
IEEE Signal Processing Letters,
Vol. 19, No. 1, pp. 39-42, January 2012.
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S. Shahidi, F. Alajaji and T. Linder,
MAP Detection and Robust Lossy Coding Over Soft-Decision Correlated Fading Channels,
IEEE Transactions on Vehicular Technology,
Vol. 62, No. 7, pp. 3175-3187, September 2013.
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- T.-Y. Wu, P.-N. Chen, F. Alajaji and Y. S. Han,
On the Design of Variable-Length Error-Correcting Codes,
IEEE Transactions on Communications,
Vol. 61, No. 9, pp. 3553-3565, September 2013.
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- J. Kron, F. Alajaji and M. Skoglund,
Low-Delay Joint Source-Channel Mappings for the Gaussian MAC,
IEEE Communications Letters,
Vol. 18, No. 2, pp. 249-252, February 2014.
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- A. Abou Saleh, F. Alajaji and W.-Y. Chan,
Low-Latency Source-Channel Coding for Fading Channels
with Correlated Interference,
IEEE Wireless Communications Letters,
Vol. 3, No. 2, pp. 137-140, April 2014.
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- A. Abou Saleh, W.-Y. Chan and F. Alajaji,
Source-Channel Coding for Fading Channels with Correlated Interference,
IEEE Transactions on Communications,
Vol. 62, No. 11, pp. 3997-4011, November 2014.
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- T. Mitchell, F. Alajaji and T. Linder,
Binary Signaling of Correlated Sources over Orthogonal Multiple Access Channels,
IEEE Wireless Communications Letters,
Vol. 4, No. 5, pp. 501-504, October 2015.
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A. Abou Saleh, F. Alajaji and W.-Y. Chan,
Source-Interference Recovery over Broadcast Channels: Asymptotic Bounds and Analog Codes,
IEEE Transactions on Communications,
Vol. 64, No. 8, pp. 3406-3418, August 2016.
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S. P. Beheshti, F. Alajaji and T. Linder,
Optimal Joint Decoding of Correlated Data
over Orthogonal Multiple Access Channels with Memory,
IEEE Transactions on Vehicular Technology,
Vol. 66, No. 1, pp. 79-94, January 2017.
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C. Huang, T.-Y. Wu, P.-N. Chen, F. Alajaji and Y. S. Han,
An Efficient Tree Search Algorithm for the Free Distance
of Variable-Length Error-Correcting Codes,
IEEE Communications Letters,,
Vol. 22, No. 3, pp. 474-477, March 2018.
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L. Sardellitti, G. Takahara and F. Alajaji,
Optimal Binary Signaling for a Two Sensor Gaussian MAC Network,
IEEE Transactions on Communications, to appear.
Conference Papers:
(In reverse chronological order)
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L. Sardellitti, G. Takahara and F. Alajaji,
Optimized Distributed Detection over a Two Sensor Binary Gaussian MAC Network,
Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering,
Queen's University, Kingston, August 2024.
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- S. Rezazadeh, F. Alajaji and W.-Y. Chan,
Scalar Quantizer Design for Two-Way Channels,
Proceedings of the Sixteenth Canadian Workshop on Information Theory,
Hamilton, June 2019.
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- J.-J. Weng, F. Alajaji and T. Linder,
Optimized Signaling of Binary Correlated Sources over Gaussian Multiple Access Channels,
Proceedings of the IEEE Vehicular Technology Conference, Fall 2018,
Chicago, August 2018.
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A. Abou Saleh, F. Alajaji and W.-Y. Chan,
Analog Coding for Gaussian Source and State Interference Estimation,
Proceedings of the IEEE International Workshop
on Signal Processing Advances in Wireless Communications,
Stockholm, Sweden, June-July 2015.
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S. P. Beheshti, F. Alajaji and T. Linder,
MAP Decoding of Correlated Sources over Soft-Decision Orthogonal Multiple
Access Fading Channels with Memory,
Proceedings of the IEEE Vehicular Technology Conference, Fall 2014,
Vancouver, September 2014.
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A. Abou Saleh, W.-Y. Chan and F. Alajaji,
Power-Constrained Low-Complexity Coding of Compressed Sensing Measurements,
Proceedings of the IEEE International Workshop
on Signal Processing Advances in Wireless Communications,
Toronto, June 2014.
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A. Abou Saleh, F. Alajaji and W.-Y. Chan,
Distortion Bounds for Broadcasting a Gaussian Source
in the Presence of Interference,
Proceedings of the 27th Biennial Symposium on Communications,
Kingston, June 2014.
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A. Abou Saleh, F. Alajaji and W.-Y. Chan,
Hybrid Digital-Analog Coding for Interference Broadcast Channels,
Proceedings of the IEEE International Symposium on Information Theory,
Istanbul, Turkey, July 2013.
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A. Abou Saleh, W.-Y. Chan and F. Alajaji,
Low and High-Delay Source-Channel Coding with Bandwidth
Expansion and Correlated Interference,
Proceedings of the Thirteenth Canadian Workshop on Information Theory,
Toronto, June 2013.
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S. Shahidi, F. Alajaji and T. Linder,
MAP Decoding of Quantized Sources over Soft-Decision Fading Channels with Memory,
Proceedings of the Communication Theory Symposium, IEEE International
Conference on Communications,
Ottawa, June 2012.
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A. Abou Saleh, F. Alajaji and W.-Y. Chan,
Power-Constrained Bandwidth-Reduction
Source-Channel Mappings for Fading Channels,
Proceedings of the 26th Biennial Symposium on Communications,
Kingston, May 2012.
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A. Abou Saleh, W.-Y. Chan and F. Alajaji,
Compressed Sensing with Shannon-Kotel'nikov Mapping in the Presence of Noise,
Proceedings of the Nineteenth European Signal Processing Conference,
Barcelona, Spain, August-September 2011.
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T.-Y. Wu, P.-N. Chen, F. Alajaji and Y. S. Han,
On the Construction and MAP Decoding of Optimal
Variable-Length Error-Correcting Codes,
Proceedings of the IEEE International Symposium on Information Theory,
Saint-Petersburg, Russia, July-August 2011.
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A. Abou Saleh, F. Alajaji and W.-Y. Chan,
Hybrid Digital-Analog Source-Channel Coding with
One-to-Three Bandwidth Expansion,
Proceedings of the Twelfth Canadian Workshop on Information Theory,
Kelowna, BC, May 2011.
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S. Shahidi, F. Alajaji and T. Linder,
Exploiting Memory and Soft-Decision Information in Channel
Optimized Quantization for Correlated Fading Channels,
Proceedings of the Twelfth Canadian Workshop on Information Theory,
Kelowna, BC, May 2011.
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T.-Y. Wu, P.-N. Chen, F. Alajaji and Y. S. Han,
An Optimal Variable-Length Error-Correcting Code and its Decoding,
Proceedings of the 2011 Taiwan Winter School on Information Theory
and Communications,
Hsinchu, Taiwan, January 2011.
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B. Moore, G. Takahara and F. Alajaji,
Pairwise Optimization of Modulation Constellations,
Proceedings of the IEEE Pacific Rim Conference
on Communications, Computers and Signal Processing,
Victoria, BC, August 2009.
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H. Ebrahimzadeh Saffar, F. Alajaji and T. Linder,
Channel Optimized Vector Quantization Based on
Maximum a Posteriori Hard Decision Demodulation,
Proceedings of the 24th Biennial Symposium on Communications,
Queen's University, Kingston, June 2008.
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Y. Wang, F. Alajaji and T. Linder,
Hybrid Digital-Analog Coding of Memoryless Gaussian Sources over AWGN
Channels with Bandwidth Compression,
Proceedings of the 23rd Biennial Symposium on Communications,
Queen's University, Kingston, May-June 2006.
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F. Behnamfar, F. Alajaji and T. Linder,
Exact Pairwise Error Probability of Space-Time Codes under
MAP Decoding with Applications,
Proceedings of the Fourty-Third Annual Allerton Conference
on Communication, Control, and Computing,
Monticello, IL, September 2005.
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Y. Wang, F. Alajaji and T. Linder,
Design of VQ-Based Hybrid Digital-Analog Joint
Source-Channel Codes for Image Communication,
Proceedings of the 2005 Data Compression Conference,
Snowbird, Utah, March 2005.
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F. Behnamfar, F. Alajaji and T. Linder,
Tight Bounds on the SER and BER of Space-Time Orthogonal
Block Coded Channels Under MAP Decoding,
Proceedings of the 2004 International Symposium on Information Theory
and its Applications, Parma, Italy, October 2004.
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F. Behnamfar, F. Alajaji and T. Linder,
Transmission of Continuous-Alphabet Sources Over MIMO Channels,
Proceedings of the 2004 International Symposium on Information Theory
and its Applications, Parma, Italy, October 2004.
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G.-C. Zhu and F. Alajaji,
Turbo Codes for Binary Markov Sources,
Proceedings of the 2003 Canadian Workshop on
Information Theory, Waterloo, Ontario, May 2003.
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L. Zhong, F. Alajaji and G. Takahara,
Performance Analysis for Nonuniform Signaling
over Flat Rayleigh Channels,
Proceedings of the 2003 Canadian Workshop on
Information Theory, Waterloo, Ontario, May 2003.
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F. Behnamfar, F. Alajaji and T. Linder,
Soft-Decision COVQ Design for Space-Time Orthogonal Block
Coded Channels, Proceedings of the 2003 Canadian Workshop on
Information Theory, Waterloo, Ontario, May 2003.
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F. Behnamfar, F. Alajaji and T. Linder,
Performance Analysis of MAP Decoded Space-Time
Orthogonal Block Codes for Non-Uniform Sources,
Proceedings of the 2003 IEEE Information Theory Workshop,
Paris, France, March-April, 2003.
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G.-C. Zhu, F. Alajaji, J. Bajcsy and P. Mitran,
Transmission of Non-Uniform Memoryless Sources over
Wireless Fading Channels via Non-Systematic Turbo Codes,
Proceedings of the Second IASTED International Conference
on Wireless and Optical Communications, Banff, Alberta, July 2002.
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F. Behnamfar, F. Alajaji and T. Linder,
Image Coding for Binary Bursty Noise Channels,
Proceedings of the 21st Biennial Symposium on Communications,
Queen's University, Kingston, June 2002.
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F. Behnamfar, F. Alajaji and T. Linder,
Progressive Image Communication over Binary Channels
with Additive Bursty Noise,
Proceedings of the Data Compression Conference,
Snowbird, Utah, April 2002.
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G.-C. Zhu, F. Alajaji, J. Bajcsy and P. Mitran,
Non-Systematic Turbo Codes for Non-Uniform I.I.D. Sources over
AWGN Channels, Proceedings of the
Conference on Information Sciences and Systems,
Princeton University, Princeton, NJ, March 2002.
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Z. Raza, F. Alajaji and T. Linder,
Channel Optimized Sample Adaptive Product Quantization,
Proceedings of the Thirty-Ninth Annual
Allerton Conference on Communication, Control and Computing,
Monticello, IL, October 2001.
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G.-C. Zhu and F. Alajaji,
Design of Turbo Codes for Non-Equiprobable
Memoryless Sources,
Proceedings of the Thirty-Ninth Annual
Allerton Conference on Communication, Control and Computing,
Monticello, IL, October 2001.
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M. Skoglund, N. Phamdo and F. Alajaji,
Hybrid Digital-Analog Coding for Bandwidth
Compression/Expansion Using VQ and Turbo Codes,
Proceedings of the 2001 IEEE International Symposium on Information
Theory, Washington DC, June 2001.
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G.-C. Zhu and F. Alajaji,
Soft-Decision COVQ Based on Turbo Codes,
Proceedings of the Second International Symposium on Turbo Codes,
Brest, France, September 2000.
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M. Skoglund, N. Phamdo and F. Alajaji,
VQ-Based Hybrid Digital-Analog Joint Source-Channel Coding,
Proceedings of the 2000 IEEE International Symposium on Information
Theory, Sorrento, Italy, June 2000.
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G. Takahara, F. Alajaji, H. Kuai and N. C. Beaulieu,
Constellation Mappings for Two-Dimensional Non-Uniform Signaling,
Proceedings of the 2000 IEEE International Symposium on Information
Theory, Sorrento, Italy, June 2000.
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H. Kuai, F. Alajaji and G. Takahara,
Performance Bounds of Non-Uniform Signaling over AWGN Channels,
Proceedings of CTMC'99, IEEE International Conference on Communications,
Vancouver, June 1999.
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A. Nazer and F. Alajaji,
Source Optimized Channel Decoding and Unequal Error
Protection of CELP Encoded Speech, Proceedings of the 19th Biennial
Symposium on Communications, Queen's University,
Kingston, Ontario, June 1998.
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F. Alajaji and N. Phamdo,
A Vector Quantizer for Additive White and Colored Gaussian Noise Channels,
Proceedings of the 1997 IEEE International Symposium on Information
Theory, Ulm, Germany, June 1997.
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F. Alajaji, S. Al-Semari and P. Burlina,
An Unequal Error Protection Trellis Coding Scheme
for Still Image Communication,
Proceedings of the 1997 IEEE International Symposium on Information
Theory, Ulm, Germany, June 1997.
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J. Cheng and F. Alajaji,
Channel Optimized Quantization of Images Over Bursty Channels,
Proceedings of the 1997 Canadian Workshop on Information Theory,
Toronto, June 1997.
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F. Alajaji, P. Burlina and R. Chellappa, MAP Decoding of Gray-Level Images
Over Binary Channels with Memory, Proceedings of the 1996 IEEE
International Conference on Image Processing, Lausanne, Switzerland,
September 1996.
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S. Al-Semari, F. Alajaji and T. Fuja, Sequence MAP Decoding of Trellis Codes
for Gaussian and Rayleigh Channels, Proceedings of the International
Symposium on Information Theory and Its Applications, Victoria, BC, September
1996.
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N. Phamdo and F. Alajaji, Performance of COVQ over AWGN/Rayleigh
Channels with Soft-Decision BPSK Modulation,
Proceedings of the Conference on Information Sciences and Systems,
Princeton University, Princeton, NJ, March 1996.
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N. Phamdo, F. Alajaji, S.-I. Chen, and T. Fuja, Source-Dependent
Channel Coding of CELP Speech Over Land Mobile Radio Channels,
Proceedings of the
1995 IEEE Military Communications Conference,
San Diego, CA, November 1995.
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P. Burlina, F. Alajaji, and R. Chellappa, Transmission of Two-Tone Images
Over Noisy Channels with Memory, Proceedings of the 1995 IEEE International
Symposium on Information Theory, Whistler, BC, September 1995.
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F. Alajaji, N. Phamdo, and T. Fuja, Channel Codes That Exploit
the Residual Correlation in CELP-Encoded Speech,
Proceedings of the 1995 IEEE International Symposium on Information
Theory, Whistler, BC,
September 1995.
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F. Alajaji, N. Phamdo, N. Farvardin, and T. Fuja, MAP Detection of
Binary Sources Over Discrete Markov Channels, Proceedings of the 1994
IEEE International Symposium on Information Theory, Trondheim, Norway,
June 1994.
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N. Phamdo, F. Alajaji, N. Farvardin, and T. Fuja, Quantization
of Memoryless Sources Over Discrete Markov Channels, Proceedings
of the Conference on Information Sciences and Systems,
Princeton University, Princeton, NJ, March 1994.
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Technical Reports:
(In reverse chronological order)
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J.-J. Weng, F. Alajaji and T. Linder,
Optimized Signaling of Binary Correlated Sources over GMACs,
Mathematics and Engineering Technical Report,
Department of Mathematics and Statistics,
Queen's University, Kingston, ON K7L 3N6, July 2017.
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G. Takahara, F. Alajaji, N. C. Beaulieu and H. Kuai,
Mappings for Signaling of Non-Uniform Sources
in Two-Dimensional Fixed Constellations,
Mathematics and Engineering Technical Report,
Department of Mathematics and Statistics,
Queen's University, Kingston, ON K7L 3N6, February 2001.
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J. Cheng and F. Alajaji,
Channel Optimized Quantization of Images over
Binary Channels with Memory,
Mathematics and Engineering Technical Report,
Department of Mathematics and Statistics,
Queen's University, Kingston, ON K7L 3N6, April 1999.
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A. Nazer and F. Alajaji,
Unequal Error Protection and Source-Channel
Decoding of CELP Speech over Very Noisy Channels,
Mathematics and Engineering Technical Report,
Department of Mathematics and Statistics,
Queen's University, Kingston, ON K7L 3N6, March 1999.
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F. Alajaji, N. Phamdo and T. Fuja,
Channel Codes that Exploit the Residual Redundancy in CELP-Encoded
Speech, Institute for Systems Research Tech. Rep. TR 96-43,
University of Maryland, College Park, MD 20742, 1996.
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P. Burlina, F. Alajaji and R. Chellappa,
Transmission of Two-Tone Images over Noisy Communication
Channels with Memory, Computer Vision Laboratory
Tech. Rep. CS-TR-3604 and CAR-TR-814,
Center for Automation Research, University of Maryland,
College Park, MD 20742, January 1996.
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N. Phamdo, F. Alajaji and N. Farvardin,
Quantization of Memoryless and Gauss-Markov Sources over
Binary Markov Channels,
Institute for Systems Research Tech. Rep. TR 94-79,
University of Maryland, College Park, MD 20742, 1994.
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F. Alajaji, N. Phamdo, N. Farvardin and T. Fuja,
Detection of Binary Sources over Discrete Channels with Additive
Markov Noise, Institute for Systems Research Tech. Rep. TR 94-31,
University of Maryland, College Park, MD 20742, 1994.
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