Doctoral Dissertations

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P. K. Varshney: Doctoral Students Advised

In Progress

[.] Anthony Trezza

[.] Hanne Clifford

[.] Nandan Sriranga

[.] Chen Quan

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Completed

[66] Saikiran Bulusu , On Robust Machine Learning in the Presence of Adversaries (co-advised with V. Gandikota)

[65] Pranay Sharma, Some New Results in Distributed Tracking and Optimization

[64] Swatantra Kafle, One-bit Compressed Sensing in the Presence of Noise

[63] Baocheng Geng, Augmented Human-Machine Intelligence for Distributed Inference

[62] Shan Zhang, Copula-based Multimodal Data Fusion for Inference with Dependent Observations

[61] Prashant Khanduri, Sequential Methods for Non-Parametric Hypothesis Testing

[60] Qunwei Li, On Classification in Human-Driven and Data-Driven Systems

[59] Venkata Sriram Siddhardh Nadendla, On the design and analysis of secure inference networks

 [58] Bhavya Kailkhura, Distributed Inference and Learning with Byzantine data

[57] Raghed Ahmad El Bardan, Resource Allocation for Interference Management in Wireless Networks

[56] Nianxia Cao, Sensor management for localization and tracking in wireless sensor networks

 [55] Sijia Liu, Resource management for distributed estimation via sparsity-promoting regularization

 [54] Hao He, Heterogeneous Sensor Signal Processing for Inference with Nonlinear Dependence. Oct 2015

[53] Aditya Vempaty, Reliable Inference from Unreliable Agents. May 2015 (Co-advised with Prof. Lav R. Varshney)

[52] Arun Subramanian, Hypothesis Testing using Spatially Dependent Heavy-Tailed Multisensor Data. December 2014

[51] Yujiao Zheng, Distributed Estimation and Performance Limits in Resource-constrained Wireless Sensor Networks. May 2014 (Co-advised with Ruixin Niu)

[50] Swarnendu Kar, Collaborative Estimation in Distributed Sensor Networks. May 2013

[49] Satish G Iyengar, Decision-Making with Heterogeneous Sensors: A Copula Based Approach. August 2011

[48] Renbin Peng, Noise Enhanced and Human Visual System-Driven Image Processing Algorithms and Performance Limits. August 2011

[47] Long Zuo, Conditional Posterior Cram´er-Rao Lower Bound and Distributed Target Tracking in Sensor Networks, December 2010 (Co-advised with Ruixin Niu)

[46] Ashok Sundaresan, Detection and location estimation of a random signal source using sensor networks, December 2010

[45] Engin Masazade, Resource Aware Distributed Detection and Estimation of Random Events in Wireless Sensor Networks, July 2010, (Co-advised with Mehmet Keskinoz) [pdf]

[44] Onur Ozdemir, Distributed Estimation in Wireless Sensor Networks: Physical Layer Considerations, December 2009 (Co-advised with Ruixin Niu) 

[43] Priyadip Ray, Control of False Discovery Rate in Signal Detection, December 2009.

[42] Min Xu, Image Registration and Image Fusion: Algorithms and Performance Bounds, August 2009 (Co-advised with Hao Chen)

[41] Ramesh Rajagopalan, A Multi-Objective Optimization Approach for Sensor network Design, May 2008 (Co-advised with Chilukuri K. Mohan and Kishan G. Mehrotra)

[40] Dazhi Chen, The Design and Evaluation of Contention-based Geographic Forwarding for Wireless Multi-hop Networks, August 2007

[39] Hao Chen, Noise enhanced signal detection and estimation, May 2007.

[38] Ying Lin, Optimal decision rules for decentralized detection in resource-constrained wireless sensor networks, May 2007 (co-advised with Biao Chen)

[37] Qi Cheng, Distributed fault detection for dynamic systems, July 2006.

[36] Mehmet Zubeyir Unlu, Iterative deformable finite element model for nonrigid 3D PET/MRI breast image registration, May 2006. (co-advised with A. Krol and J. A. Mandel)

[35] Pakorn Watanachaturaporn, Classification of remote sensing images using support vector machines, May 2005.

[34] Nojeong Heo, Distributed deployment algorithms for mobile wireless sensor networks, May 2004.

[33] Sungwook Kim, Adaptive bandwidth management for QoS sensitive multimedia cellular/communication networks, December 2003.

[32] Tsang-Yi Wang, Distributed fault-tolerant classification using coding theory, November 2003.

[31] Hyungkeun Lee, Efficient techniques for multimedia transmission over packet-switched cellular networks, December 2002.

[30] Youngki Hwang, The design and evaluation of efficient routing and quality of service support for wireless ad-hoc networks, December 2002.

[29] Teerasit Kasetkasem, Image analysis methods based on Markov random field models, December 2002.

[28] Mohamed Gabr Bingabr, Robust method for the transmission of DCT coded images and image quality evaluation of the received images, August 2002.

[27] Stefan Alexandru Robila, Independent component analysis based feature extraction for hyperspectral images, July 2002.

[26] Hua-Mei Chen, Mutual information-based image registration with applications, May 2002.

[25] Qian Zhang, Efficient computational algorithms for the design of distributed detection networks, December 2000.

[24] Weihua Ye, New approaches to multiuser detection in DS/CDMA systems, May 2000.

[23] Liane Carmela Ramac, Wavelet domain image fusion algorithms with applications, May 2000.

[22] Wei-keng Liao, Parallel pipelined computational model for space-time adaptive processing, July 1999. (co-advised with A. Choudhary and D. D. Weiner)

[21] Michael Ernest Smith, Application of the variability index (VI) statistic to radar CFAR processing, 1997.

[20] Vajira N. S. Samarasooriya, Decentralized detection and estimation with fuzzy and asynchronous data, 1996.

[19] Pei-Liang Chang, Distributed flow control protocols for ATM networks, 1996.

[18] Tzeta Tsao, Radar signal detection and estimation using time-frequency distributions, 1994. (co-advised with D. D. Weiner)

[17] Chao-Tang Yu, Sampling and quantizer design for hypothesis testing problems, 1994.

[16] Mucahit Kani Uner, Conventional and distributed CFAR detection in nonhomogeneous background, 1993.

[15] Lin Wu, Performance analysis of carrier sense multiple access based protocols for single hop, multihop and multichannel networks, 1993.

[14] Surajit Dey, Fairness and flow control in computer networks, 1992.

[13] Jun Han, New results in distributed detection, 1992.

[12] Tai Ching Wang, Tracking algorithms for maneuvering and non-maneuvering targets, 1991.

[11] Wael Abdel-Mohsen Hashlamoun, Applications of distance measures and probability of error bounds to distributed detection systems, 1991.

[10] James Henry Michels, Multichannel detection using the discrete-time model-based innovations approach , 1991. (co-advised with D. D. Weiner)

[9] Samawal Al-Hakeem, Decentralized Bayesian hypothesis testing with feedback, 1990.

[8] Ramachandran Vaidyanathan, The R-PRAM: A new model of parallel computation and its application to sorting, 1990. (co-advised with C. R. P. Hartmann)

[7] Mohammad Mefleh Al-Ibrahim, On distributed sequential hypothesis testing, 1989.

[6] John Brian Evanowsky, Efficient error models for digital communications systems, 1988.

[5] Zeineddine Chair, On hypothesis testing in distributed sensor networks, 1987.

[4] Mourad Barkat, On adaptive cell-averaging CFAR radar signal detection, 1987.

[3] Imad Youssef Hoballah, On the design and optimization of distributed signal detection and parameter estimation systems, 1986.

[2] Kotikalapudi Sriram, A study of multiplexing schemes for voice and data, 1983.

[1] Vincent Christopher Vannicola, Modeling and properties of modulated RF signals perturbed by oscillator phase instabilities and resulting spectral dispersion, 1982.

 

Last Updated: Mar 2020