Introduction

People

Publications

Links

 

2008

·         Kiran Misra, Shirish Karande, Keyur Desai, Hayder Radha, "Complexity Reduction Using Power-Law Based Scheduling For Exploiting Spatial Correlation In Distributed Video Coding," to appear in the Proceedings of IEEE Conference on Image Processing (ICIP), San Diego, USA, 2008.

·         Shirish Karande, Kiran Misra, Sohraab Soltani, Hayder Radha, "Design and Analysis of Generalized LT-codes using Colored Ripples," to appear in the Proceedings of ISIT, Toronto, Canada, 2008.

·         Sohraab Soltani and Hayder Radha, "Performance Evaluation of Error Control Protocols over Finite-State Markovian Channels", to appear in Proceedings of the Conference of Information Sciences and Systems (CISS’08), Princeton University, NJ, USA, March 2008.

·         Yongju Cho, Hayder Radha, Jeongju Yoo, and Jinwoo Hong, “The Empirical Model of Video Quality Distortion for Rate Adaptive Scalable Wireless Video,” to appear in Proceedings of the Conference of Information Sciences and Systems (CISS’08), Princeton University, NJ, USA, March 2008.

·         Muhammad U. Ilyas, and Hayder Radha, "On Measuring Memory Length of the Error Rate Process in Wireless Channels,"  to appear in Proceedings of the 42nd Conference on Information Sciences & Systems (CISS’08), Princeton, NJ, United States, March, 2008.

·         Mohammed Halloush, Hayder Radha, "Network Coding with Multi-generation Mixing", to appear in the Proceedings of the Conference of Information Sciences and Systems (CISS’08), Princeton University, NJ, USA, March 2008.

·         Saad B. Qaisar and Hayder Radha, "Low Complexity Distributed Reliability for Wireless Sensor Networks", accepted to Conference on Information Sciences and Systems (CISS’08), Princeton University, NJ, USA. March, 2008

·         Shirish Karande, Kiran Misra, Hayder Radha, "Natural Growth Codes: Partial Recovery under Random Network Coding," to appear in the Proceedings of Conference of Information Sciences and Systems (CISS’08), Princeton University, NJ, USA, March 2008.

·         Syed Ali Khayam, Hayder Radha, and Dmitri Loguinov, "Worm Detection at Network Endpoints using Information-Theoretic Traffic Perturbations,"  to appear in IEEE International Conference on Communications (ICC), May 2008.

·         Sohraab Soltani, Syed Ali Khayam, and Hayder Radha, "Detecting Malware Outbreaks using a Statistical Model of Blackhole Traffic,"  to appear in IEEE International Conference on Communications (ICC’08), Beijing, China, May 2008.

·         Muhammad U. Ilyas, and Hayder Radha, "Measuring Packet-level Memory Length of 802.15.4 Wireless Channels with Relative Mutual Information," to appear in Proceedings of the IEEE International Conference on Communications (ICC'08), Beijing, China, May 19 - 23, 2008.

·         Muhammad U. Ilyas, and Hayder Radha, "Long Range Dependence of IEEE 802.15.4 Wireless Channels," to appear in Proceedings of the IEEE International Conference on Communications (ICC'08), Beijing, China, May 19 - 23, 2008.

·         Muhammad U. Ilyas, and Hayder Radha, "A Channel Model for the Bit Error Rate Process in 802.15.4 LR-WPAN Wireless Channels," to appear in Proceedings of the IEEE International Conference on Communications (ICC'08), Beijing, China, May 19 - 23, 2008.

·         Mohammed Halloush, Hayder Radha, "Network Coding with Multi-generation Mixing: Analysis and Applications for Video Communication",  to appear in Proceedings of IEEE International Conference on Communications (ICC08), Beijing, China, May 2008.

·         Kiran Misra, Shirish Karande, Hayder Radha, “Maximal Recovery Network Coding under Topology Constraint,” to appear in Proceedings of the 27th IEEE International Conference on Computer Communications (INFOCOM'08), Phoenix, AZ, United States, April, 2008.

·         Muhammad U. Ilyas, and Hayder Radha, "Measurement Based Analysis and Modeling of the Error Process in IEEE 802.15.4 LR-WPANs," Proceedings of the 27th IEEE International Conference on Computer Communications (INFOCOM'08), Phoenix, AZ, United States, April, 2008.

2007

·         Syed Ali Khayam and Hayder Radha, "Comparison of Multimedia Transport Schemes over Markovian Wireless Channels,"  Asilomar Conference on Signals, Systems, and Computers, November 2007.

·         Ki-Moon Lee, Hayder Radha, Hoyoung Cheong, and Shirish Karande, "LT Codes from an Arranged Encoder Matrix and Degree Distribution Design with Dense Rows," Allerton Conference on Communication, Control and Computing 2007.

·         Ki-Moon Lee and Hayder Radha, "A Maximum-Likelihood Decoding Algorithm of LT Code with a Small Fraction of Dense Rows," Proceedings on ISIT 2007 (ppt).

·         Ki-Moon Lee and Hayder Radha, "The Design of Maximum-Likelihood Decoding Algorithm of LDPC Codes over Binary Erasure Channels," Proceedings of 41st CISS 2007 (ppt).

·         Syed Ali Khayam and Hayder Radha, "Maximum-Likelihood Header Estimation: A Cross-Layer Methodology for Wireless Multimedia," IEEE Transactions on Wireless Communications, vol. 6, no. 11, pp. 3946-3954, November 2007.

·         Shirish Karande, Kiran Misra, and Hayder Radha, "Survival Of The Fittest: An Active Queue Management Technique For Noisy Packet Flows,"  Journal of Advances in Multimedia - Special Issue on Multimedia Networking, Hindawi Publication.

·         Ramin Eslami and Hayder Radha, "A New Family of Nonredundant Transforms using Hybrid Wavelets and Directional Filter Banks," IEEE Transactions on Image Processing, Vol. 16, No. 4, April 2007.

·         Kiran Misra, Shirish Karande and Hayder Radha, "INPoD: In-Network Processing based on Code Design", in Proceedings of Fourth IEEE Communications Society Conference on Sensor,Mesh and Ad Hoc Communications and Networks (SECON), California, 2007.

·         Saad Bin Qaisar and Hayder Radha, "OPERA, An Optimal Progressive Error Recovery Algorithm for Wireless Sensor Networks", in Proceedings of Fourth IEEE Communications Society Conference on Sensor,Mesh and Ad Hoc Communications and Networks (SECON), California, 2007 (acceptance rate: 20%).

·         Syed Ali Khayam and Hayder Radha, "Modelling Worm Propagation over Vehicular Ad Hoc Networks," SAE Transactions, pp. 963-968, 2006.

·         Saad Bin Qaisar, Shirish Karande, Kiran Misra, and Hayder Radha, "Optimally Mapping an Iterative Channel Decoding Algorithm to a Wireless Sensor Network,"  to appear in IEEE International Conference on Communications (ICC), June 2007.

·         Shirish Karande, Syed Ali Khayam, Yongju Cho, Kiran Misra, Hayder Radha, Jae-Gon Kim, and Jin-Woo Hong, "On Channel State Inference and Prediction using Observable Variables in 802.11b Networks,"  in Proceedings of IEEE International Conference on Communications (ICC), June 2007.

·         Syed Ali Khayam and Hayder Radha, "Using Session-Keystroke Mutual Information to Detect Self-Propagating Malicious Codes," in Proceedings of IEEE International Conference on Communications (ICC), June 2007.

·         Syed Ali Khayam and Hayder Radha, "On the Impact of Ignoring Markovian Channel Memory on the Analysis of Wireless Systems," in Proceedings of IEEE International Conference on Communications (ICC), June 2007.

·         Syed Ali Khayam, Hayder Radha, Selin Aviyente, and John R. Deller, Jr., “Markov and Multifractal Wavelet Models for Wireless MAC-to-MAC Channels," Elsevier Performance Evaluation Journal, vol. 64, no. 4, pp. 298-314, May 2007.

·         R. Eslami and H. Radha, “Regular Wavelets Using a Three-Step Lifting Scheme,”  in Proc. of IEEE Int. Conf. Acoustics, Speech, and Signal Processing (ICASSP), Honolulu, HI, Apr. 2007.

·         Shirish Karande, Kiran Misra, Muhammad U. Ilyas, Hayder Radha, “Adaptive Network Coding With Noisy Packets”, Proceedings of the Conference on Information Sciences & Systems (CISS'07), Baltimore, MD, United States, March 14 - 16, 2007.

·         Sivanvitha Devarakonda and Hayder Radha,"The Impact of Receive Diversity in the Presence of Correlation in Wireless Sensor Networks" in Proceedings of Conference on Information Systems and Sciences, March 2007.

·         Muhammad U. Ilyas, and Hayder Radha, “Bounding A Statistical Measure Of Network Lifetime For Wireless Sensor Networks," Proceedings of the Conference on Information Sciences & Systems (CISS'07), Baltimore, MD, United States, March 14 - 16, 2007.

·         Yongju Cho, Syed Ali Khayam, Shirish Karande, and Hayder Radha, "A Multi-Tier Model for BER Prediction over Wireless Residual Channels," International Conference on Information Sciences and Systems (CISS), March 2007.

·         Saad Bin Qaisar and Hayder Radha, "Optimal Progressive Error Recovery for Wireless Sensor Networks using Irregular Low Density Parity Check Codes", in Proceedings of Conference on Information Sciences and Systems (CISS), March, 2007.

·         Syed A. Khayam, Shirish Karande, Muhammad U. Ilyas, and  Hayder Radha, "Header Detection to Improve Multimedia Quality Over Wireless Networks ," IEEE Transactions on Multimedia, Vol. 9, No. 2, pp. 377 -385 , February 2007.

·         Shirish Karande and Hayder Radha, "Hybrid Erasure-Error Protocols for Wireless Video," IEEE Transactions on Multimedia, Vol. 9, February 2007.

 circle07_blue.gif2006

·         Ramin Eslami and Hayder Radha, “Translation-Invariant Contourlet Transform and Its Application to Image Denoising,” IEEE Transactions on Image Processing, vol. 15, no. 11, pp. 3362 - 3374, Nov. 2006.

·         Min Dai, Dmitri Loguinov, and Hayder Radha, "Rate-Distortion Analysis and Quality Control in Scalable Internet Streaming," IEEE Transactions on Multimedia, vol. 8, no. 6, December 2006.

·         Ramin Eslami and Hayder Radha, “Regular Hybrid Wavelets and Directional Filter Banks: Extensions and Applications,” IEEE International Conference on Image Processing (ICIP), October 2006.

·         Shirish Karande, Kiran Misra, and Hayder Radha, "CLIX:  Network Coding and Cross Layer Information Exchange of Wireless Video," IEEE International Conference on Image Processing (ICIP), October 2006.

·         Ramin Eslami, John R. Deller Jr., and Hayder Radha, “On the Detection of Multiplicative Watermarks for Speech Signals in the Wavelet and DCT Domains,” IEEE International Conference on Multimedia & Expo (ICME), July 2006.

·         Ramin Eslami and Hayder Radha, “Optimal Linear Combination of Denoising Schemes for Efficient Removal of Image Artifacts,” IEEE International Conference on Multimedia & Expo (ICME), Jul. 2006.

·         Shirish Karande, Utpal Parrikar, Kiran Misra, and Hayder Radha, "Utilizing Signal to Silence Ratio indications for improved Video Communication in presence of 802.11b Residue Errors ", IEEE International Conference on Multimedia & Expo (ICME), July 2006.

·         Shirish Karande and Hayder Radha, "Influence of Graph Properties of Peer-to-Peer Topologies on Video Streaming with Network Embedded FEC," IEEE International Conference on Multimedia & Expo (ICME), July 2006.

·         Minquan Wu and Hayder Radha, "A Distributed Codec Placement Algorithm for Network-Embedded FEC," Conference on Information Sciences & Systems (CISS), March 2006.

·         Jin Lee and Hayder Radha, "Evaluation of Interleaved Source Coding over Channels with Memory," Conference on Information Sciences & Systems (CISS), March 2006.

·         Shirish Karande, U. Parrikar, Kiran Misra, and Hayder Radha, "On Modeling of 802.11b Residue Errors," Conference on Information Sciences & Systems (CISS), March 2006.

·         Ramin Eslami and Hayder Radha, "Image Watermarking using Hybrid Wavelets and Directional Filter Banks," Conference on Information Sciences & Systems (CISS), March 2006.

·         Muhammad Usman Ilyas and Hayder Radha, "End-to-End Channel Capacity of a Wireless Sensor Network Under Reachback," Conference on Information Sciences & Systems (CISS), March 2006.

·         Muhammad Usman Ilyas and Hayder Radha, "Increasing Network Lifetime of an IEEE 802.15.4 Wireless Sensor Network by Energy Efficient Routing," IEEE International Conference on Communications (ICC), June 2006.

·         Syed Ali Khayam, Shirish Karande, Muhammad Usman Ilyas, and Hayder Radha, "Improving Wireless Multimedia Quality using Header Detection with Priors," IEEE International Conference on Communications (ICC), June 2006.

·         Syed Ali Khayam and Hayder Radha, "Constant-Complexity Models for Wireless Channels," IEEE Infocom, April 2006.

·         Syed Ali Khayam and Hayder Radha, "Modeling Worm Propagation over Vehicular Ad Hoc Networks," SAE 2006 World Congress, April 2006.

·         Syed Ali Khayam and Hayder Radha, "Using Signal Processing Techniques to Model Worm Propagation over Wireless Sensor Networks," IEEE Signal Processing Magazine, vol. 23, no. 2, pp. 164-169, March 2006.

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 circle07_blue.gif2005

·         Mingquan Wu, Shirish Karande, and Hayder Radha, "Network Embedded FEC for Optimum Throughput of Multicast Packet Video," EURASIP Signal Processing: Image Communication - Special Issue on Video Networking, vol. 20, no. 8, pp. 728-742, September 2005.

·         Syed Ali Khayam and Hayder Radha, "Linear-Complexity Models for Wireless MAC-to-MAC Channels," ACM/Kluwer Wireless Networks (WINET) Journal - Special Issue on Selected Papers from MSWiM'03, vol. 11, no. 5, pp. 543-555, September 2005.

·         Kiran M. Misra, Shirish Karande, and Hayder Radha, "Multi-Hypothesis Based Distributed Video Coding using LDPC Codes," Allerton Conference on Communication, Control and Computing, September 2005.

·         Shirish Karande, Mingquan Wu, and Hayder Radha, "Network Embedded FEC (NEF) for Video Multicast in Presence of Packet Loss Correlation," IEEE International Conference on Image Processing (ICIP), September 2005.

·         Yongying Gao and Hayder Radha, "Multi-view Image Coding using 3-D Voxel Models," IEEE International Conference on Image Processing (ICIP), September 2005.

·         Ramin Eslami and Hayder Radha, "New Image Transforms using Hybrid Wavelets and Directional Filter Banks: Analysis and Design," IEEE International Conference on Image Processing (ICIP), September 2005.

·         Jin Lee and Hayder Radha, "Evaluation of Interleaved Source Coding (ISC) under Packet Correlation," IEEE International Conference on Multimedia and Expo (ICME), July 2005.

·         Aparna Gurijala, Syed Ali Khayam, Hayder Radha, and John R. Deller, Jr., "On Encryption-Compression Trade-off of Pre/Post-Filtered Images," SPIE Conference on Mathematics of Data/Image Coding, Compression, and Encryption VIII (MDICCE), August 2005.

·         Keyur Desai, J. R. Deller, Jr., and Hayder Radha, "A Learning Framework for Detecting Remote Non-Coding RNA Homologues," Annual International Conference on Intelligent Systems for Molecular Biology (ISMB), June 2005.

·         Syed Ali Khayam and Hayder Radha, "A Topologically-Aware Worm Propagation Model for Wireless Sensor Networks," IEEE ICDCS International Workshop on Security in Distributed Computing Systems (SDCS), June 2005.

·         Ramin Eslami and Hayder Radha, "Wavelet-based Contourlet Packet Image Coding," Conference on Information Sciences and Systems (CISS), March 2005.

·         Syed Ali Khayam, Selin Aviyente, and Hayder Radha, "On Long-Range Dependence in High-Bitrate Wireless Residual Channels," Conference on Information Sciences and Systems (CISS), March 2005. (Erratum: The Aj,k random variables defined in equation (6) of the original proceedings paper are not uniformly distributed.)

·         Mingquan Wu and Hayder Radha, "Network Embedded FEC for Overlay and P2P Multicast over Channels with Memory," Conference on Information Sciences and Systems (CISS), March 2005.

·         Yongying Gao and Hayder Radha, "Establishing the Scene Voxel Model of 3-D Objects from Multiple Calibrated Images," Conference on Information Sciences and Systems (CISS), March 2005.

·         Yongying Gao and Hayder Radha, "Multi-view Image Coding in 3D Space Based on 3-D Reconstruction," Conference on Information Sciences and Systems (CISS), March 2005.

·         Shirish Karande and Hayder Radha, "The Utility of Hybrid Error Erasure LDPC (HEEL) Codes for Wireless Multimedia," IEEE International Conference on Communications (ICC), May 2005.

·         Mingquan Wu and Hayder Radha, "Network-Embedded FEC (NEF) Performance for Multi-Hop Wireless Channels with Memory," IEEE International Conference on Communications (ICC), May 2005.

·         Syed Ali Khayam, Muhammad U. Ilyas, Klaus Posch, Shirish Karande, and Hayder Radha, "A Statistical Receiver-based Approach for Improved Throughput of Multimedia Communications over Wireless LANs," IEEE International Conference on Communications (ICC), May 2005.

·         Jin Lee and Hayder Radha, "Interleaved Source Coding (ISC) for Predictive Video Coded Frames over the Internet," IEEE International Conference on Communications (ICC), May 2005.

·         Ramin Eslami and Hayder Radha, "Image Denoising Using Translation-Invariant Contourlet Transform," IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), March 2005.

·         Muhammad Usman Ilyas and Hayder Radha, "The Influence Mobility Model: A Novel Hierarchical Mobility Modeling Framework," IEEE Wireless Communications and Networking Conference (WCNC), March 2005.

·         Shirish Karande and Hayder Radha, "Does Relay of Corrupted Packets Lead to Capacity Improvement?," IEEE Wireless Communications and Networking Conference (WCNC), March 2005. (errata)

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 circle07_blue.gif2004

·         Mingquan Wu, Shirish Karande, and Hayder Radha, "Network-Embedded Channel Coding for Optimum Throughput of Multicast Packet Video," International Packet Video Workshop (PV), December 2004.

·         Jin Lee and Hayder Radha, "Interleaved Source Coding (ISC) for Predictive Video over ERASURE-Channels," International Packet Video Workshop (PV), December 2004.

·         Alan Ray and Hayder Radha, "Complexity-Distortion Analysis of H.264/JVT Decoder on Mobile Devices," Picture Coding Symposium (PCS), December 2004.

·         Syed Ali Khayam and Hayder Radha, "Analyzing the Spread of Active Worms over VANET," ACM Mobicom International Workshop on Vehicular Ad Hoc Networks (VANET), October 2004. (technical report)

·         Hayder Radha and Mingquan Wu, "Overlay and Peer-to-Peer Multimedia Multicast with Network-Embedded FEC," IEEE International Conference on Image Processing (ICIP), October 2004.

·         Ramin Eslami and Hayder Radha, "Wavelet-based Contourlet Transform and its Application to Image Coding," IEEE International Conference on Image Processing (ICIP), October 2004.

·         Shirish Karande and Hayder Radha, "Rate-Constrained Adaptive FEC for Video over Erasure Channels with Memory," IEEE International Conference on Image Processing (ICIP), October 2004.

·         Min Dai, Dmitri Loguinov, and Hayder Radha, "A Hybrid Wavelet Framework for Modeling VBR Video Traffic," IEEE International Conference on Image Processing (ICIP), October 2004.

·         Min Dai, Dmitri Loguinov, and Hayder Radha, "Rate-Distortion Modeling of Scalable Video Coders," IEEE International Conference on Image Processing (ICIP), October 2004.

·         Shirish Karande and Hayder Radha, "Density and Irregularity Dependence of Partial Recovery Codes," IEEE International Conference on Communications (ICC), June 2004.

·         Yongying Gao and Hayder Radha, "A Multistage Camera Self-Calibration Algorithm," IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2004.

·         Ramin Eslami and Hayder Radha, "Wavelet-based Contourlet Coding using an SPIHT-like Algorithm," Conference on Information Sciences and Systems (CISS), March 2004.

·         Hayder Radha, Mihaela va der Schaar, and Shirish Karande, "Scalable Video TranScaling for the Wireless Internet," EURASIP Journal on Applied Signal Processing (JASP) - Special Issue on Multimedia over IP and Wireless Networks, vol. 24, no. 2, pp. 265 - 379, February 2004.

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 circle07_blue.gif2003

·         Ramin Eslami and Hayder Radha, "On Low Bit-Rate Coding using the Contourlet Transform," Asilomar Conference on Signals, Systems and Computers, November 2003.

·         Ramin Eslami and Hayder Radha, "The Contourlet Transform for Image De-noising Using Cyclic Spinning," Asilomar Conference on Signals, Systems and Computers, November 2003.

·         Syed Ali Khayam and Hayder Radha, "Markov-based Modeling of Wireless Local Area Networks," ACM Mobicom International Workshop on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM), September 2003.

·         Dmitri Loguinov and Hayder Radha, "End-to-End Rate-Based Congestion Control: Convergence Properties and Scalability Analysis," IEEE/ACM Transactions on Networking, vol. 11, no. 4, August 2003.

·         Syed Ali Khayam, Shirish Karande, Hayder Radha, and Dmitri Loguinov, "Analysis and Modeling of Errors and Losses over 802.11b LANs for High-Bitrate Real-Time Multimedia," EURASIP Signal Processing: Image Communication, vol.18, no.7, pp. 575-595, August 2003.

·         Sharadha Parthasarathy and Hayder Radha, "Optimal Rate Control Methods for Fine Grain Scalable Video," IEEE International Conference on Image Processing (ICIP), September 2003.

·         Rahul Shukla and Hayder Radha, "Disparity Dependent Segmentation based Stereo Image Coding," IEEE International Conference on Image Processing (ICIP), September 2003.

·         Min Dai, Dmitri Loguinov, and Hayder Radha, "