P. K. Varshney:
Doctoral Students Advised
[.] Hanne Clifford
[.] Nandan Sriranga
[.] Chen Quan
[.] Saikiran Bulusu
 Pranay Sharma,
Some New Results in Distribtued Tracking and Optimization
 Swatantra Kafle,
One-bit Compressed Sensing in the Presence of Noise
 Baocheng Geng,
Augmented Human-Machine Intelligence
for Distributed Inference
 Shan Zhang,
Copula-based Multimodal Data Fusion
for Inference with Dependent Observations
 Prashant Khanduri,
Sequential Methods for Non-Parametric
Li, On Classification in Human-Driven
and Data-Driven Systems
Sriram Siddhardh Nadendla, On the design and analysis of secure inference
 Bhavya Kailkhura,
Distributed Inference and Learning with Byzantine data
Ahmad El Bardan, Resource Allocation for
Interference Management in Wireless Networks
 Nianxia Cao, Sensor
management for localization and tracking in wireless sensor networks
 Sijia Liu, Resource management for distributed
estimation via sparsity-promoting regularization
 Hao He, Heterogeneous
Sensor Signal Processing for Inference with Nonlinear Dependence. Oct 2015
 Aditya Vempaty,
Reliable Inference from Unreliable Agents. May 2015 (Co-advised with Prof. Lav R. Varshney)
Subramanian, Hypothesis Testing using Spatially Dependent Heavy-Tailed Multisensor Data. December 2014
Zheng, Distributed Estimation and Performance Limits in Resource-constrained
Wireless Sensor Networks. May 2014
(Co-advised with Ruixin Niu)
 Swarnendu Kar, Collaborative Estimation in Distributed Sensor
Networks. May 2013
 Satish G Iyengar,
Decision-Making with Heterogeneous Sensors: A Copula Based Approach. August 2011
Peng, Noise Enhanced and Human Visual System-Driven Image Processing
Algorithms and Performance Limits. August 2011
 Long Zuo,
Conditional Posterior Cram´er-Rao Lower
Bound and Distributed Target Tracking in Sensor Networks, December 2010
(Co-advised with Ruixin Niu)
 Ashok Sundaresan,
Detection and location estimation of a
random signal source using sensor networks, December 2010
Masazade, Resource Aware Distributed Detection
and Estimation of Random Events in Wireless Sensor Networks, July 2010,
(Co-advised with Mehmet Keskinoz) [pdf]
 Onur Ozdemir, Distributed Estimation in Wireless Sensor
Networks: Physical Layer Considerations, December 2009 (Co-advised with Ruixin Niu)
Ray, Control of False Discovery Rate in Signal Detection, December 2009.
 Min Xu, Image Registration
and Image Fusion: Algorithms and Performance Bounds, August 2009
(Co-advised with Hao Chen)
 Ramesh Rajagopalan, A Multi-Objective Optimization Approach
for Sensor network Design, May 2008 (Co-advised with Chilukuri
K. Mohan and Kishan G. Mehrotra)
 Dazhi Chen, The
Design and Evaluation of Contention-based Geographic Forwarding for Wireless
Multi-hop Networks, August 2007
 Hao Chen, Noise
enhanced signal detection and estimation, May 2007.
 Ying Lin, Optimal decision
rules for decentralized detection in resource-constrained wireless sensor
networks, May 2007
(co-advised with Biao Chen)
 Qi Cheng, Distributed
fault detection for dynamic systems, July 2006.
 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)
 Pakorn Watanachaturaporn, Classification of remote sensing
images using support vector machines, May 2005.
Heo, Distributed deployment algorithms for mobile
wireless sensor networks, May 2004.
Kim, Adaptive bandwidth management for QoS sensitive
multimedia cellular/communication networks, December 2003.
 Tsang-Yi Wang, Distributed
fault-tolerant classification using coding theory, November 2003.
 Hyungkeun Lee,
Efficient techniques for multimedia transmission over packet-switched cellular
networks, December 2002.
Hwang, The design and evaluation of efficient routing and quality of service
support for wireless ad-hoc networks, December 2002.
Kasetkasem, Image analysis methods based on Markov
random field models, December 2002.
 Mohamed Gabr
Bingabr, Robust method for the transmission of DCT
coded images and image quality evaluation of the received images, August
 Stefan Alexandru
Robila, Independent component analysis based
feature extraction for hyperspectral images, July 2002.
 Hua-Mei Chen, Mutual
information-based image registration with applications, May 2002.
 Qian Zhang, Efficient computational
algorithms for the design of distributed detection networks, December 2000.
Ye, New approaches to multiuser detection in DS/CDMA systems, May 2000.
Carmela Ramac, Wavelet domain image fusion
algorithms with applications, May 2000.
 Wei-keng Liao, Parallel pipelined computational model
for space-time adaptive processing, July 1999. (co-advised with A. Choudhary and D. D. Weiner)
 Michael Ernest Smith, Application
of the variability index (VI) statistic to radar CFAR processing, 1997.
N. S. Samarasooriya, Decentralized detection and
estimation with fuzzy and asynchronous data, 1996.
 Pei-Liang Chang, Distributed
flow control protocols for ATM networks, 1996.
Tsao, Radar signal detection and estimation using
time-frequency distributions, 1994. (co-advised with D. D. Weiner)
 Chao-Tang Yu, Sampling and
quantizer design for hypothesis testing problems,
Kani Uner, Conventional
and distributed CFAR detection in nonhomogeneous background, 1993.
 Lin Wu, Performance
analysis of carrier sense multiple access based protocols for single hop, multihop and multichannel networks, 1993.
Dey, Fairness and flow control in computer
 Jun Han, New results in
distributed detection, 1992.
 Tai Ching Wang, Tracking algorithms
for maneuvering and non-maneuvering targets, 1991.
Abdel-Mohsen Hashlamoun, Applications of distance
measures and probability of error bounds to distributed detection systems,
 James Henry Michels, Multichannel detection using the discrete-time
model-based innovations approach , 1991. (co-advised with D. D. Weiner)
Al-Hakeem, Decentralized Bayesian hypothesis testing with feedback,
 Ramachandran Vaidyanathan,
The R-PRAM: A new model of parallel computation and its application to
sorting, 1990. (co-advised with C. R. P. Hartmann)
 Mohammad Mefleh
Al-Ibrahim, On distributed sequential hypothesis testing, 1989.
 John Brian Evanowsky,
Efficient error models for digital communications systems, 1988.
Chair, On hypothesis testing in distributed
sensor networks, 1987.
Barkat, On adaptive cell-averaging CFAR radar
signal detection, 1987.
Youssef Hoballah, On the design and optimization
of distributed signal detection and parameter estimation systems, 1986.
Sriram, A study of multiplexing schemes for voice
and data, 1983.
 Vincent Christopher Vannicola, Modeling and properties of modulated RF
signals perturbed by oscillator phase instabilities and resulting spectral
Last Updated: Mar 2020