P. K. Varshney:
Doctoral Students Advised
[.] Chen Quan
[.] Saikiran Bulusu
[.] Baocheng Geng
[.] Shan Zhang
[.] Prashant Khanduri
Li, On Classification in Human-Driven
and Data-Driven Systems
Sriram Siddhardh Nadendla, Security Issues in Distributed Inference
 Bhavya Kailkhura, Distributed
Inference and Learning with Byzantine data
 Raghed Ahmad
El Bardan, Resource Allocation for Interference
Management in Wireless Networks
 Nianxia Cao, Equilibrium
based Sensor Management in Wireless Sensor Networks
 Sijia Liu, Convex
Optimization in Resource Management
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,
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.
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.
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: Dec 2018