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Pramod K. Varshney

Pramod K. Varshney

D-Index & Metrics

Computer Science

D-Index
93
Citations
43039
World Ranking
509
National Ranking
272

Electronics and Electrical Engineering

D-Index
92
Citations
41605
World Ranking
270
National Ranking
132

Research.com Recognitions

  • 1997 - IEEE Fellow For contributions to the theory and applications of distributed detection and data fusion.

Overview

Pramod K. Varshney is affiliated with Syracuse University in the United States. Their research primarily spans the fields of Computer Science and Engineering, with a considerable focus on subfields such as Artificial Intelligence, Computer Networks and Communications, Electrical and Electronic Engineering, Aerospace Engineering, and Computational Mechanics.

The scientist's research topics cover a range of areas, including:

  • Distributed Sensor Networks and Detection Algorithms
  • Target Tracking and Data Fusion in Sensor Networks
  • Sparse and Compressive Sensing Techniques
  • Wireless Communication Security Techniques
  • Privacy-Preserving Technologies in Data
  • Stochastic Gradient Optimization Techniques
  • Radar Systems and Signal Processing

Varshney's publication record includes contributions to various peer-reviewed journals and conferences. Frequent publication venues for their work include:

  • arXiv (Cornell University)
  • IEEE Transactions on Signal Processing
  • IEEE Internet of Things Journal
  • IEEE Transactions on Signal and Information Processing over Networks
  • IEEE Transactions on Geoscience and Remote Sensing

Recent papers authored or coauthored by the scientist are:

  • "Anomalous Example Detection in Deep Learning: A Survey" (2020), published in IEEE Access
  • "A Primer on Zeroth-Order Optimization in Signal Processing and Machine Learning: Principals, Recent Advances, and Applications" (2020), published in IEEE Signal Processing Magazine
  • "FusionNet: An Unsupervised Convolutional Variational Network for Hyperspectral and Multispectral Image Fusion" (2020), published in IEEE Transactions on Image Processing
  • "Robust Power Allocation for Resource-Aware Multi-Target Tracking With Colocated MIMO Radars" (2020), published in IEEE Transactions on Signal Processing
  • "Distributed Detection in Wireless Sensor Networks Under Multiplicative Fading via Generalized Score Tests" (2021), published in IEEE Internet of Things Journal

The scientist frequently collaborates with several researchers. Prominent coauthors include:

  • Baocheng Geng
  • Geethu Joseph
  • Gang Li
  • Chengxi Li
  • Pranay Sharma

Pramod K. Varshney was awarded the IEEE Fellow distinction in 1997, recognized for contributions to the theory and applications of distributed detection and data fusion.

Best Publications

  • A pairwise key predistribution scheme for wireless sensor networks

    Wenliang Du;Jing Deng;Yunghsiang S. Han;Pramod K. Varshney

  • Distributed Detection and Data Fusion

    Pramod K. Varshney

  • A pairwise key pre-distribution scheme for wireless sensor networks

    Wenliang Du;Jing Deng;Yunghsiang S. Han;Pramod K. Varshney

  • Distributed detection with multiple sensors Part I. Fundamentals

    R. Viswanathan;P.K. Varshney

  • A key management scheme for wireless sensor networks using deployment knowledge

    Wenliang Du;Jing Deng;Y.S. Han;Shigang Chen

  • Data-aggregation techniques in sensor networks: a survey

    Ramesh Rajagopalan;Pramod K. Varshney

  • Optimal Data Fusion in Multiple Sensor Detection Systems

    P.K. Varshney

  • QoS support in wireless sensor networks: A survey

    Dazhi Chen;Pramod K. Varshney

  • An Acknowledgment-Based Approach for the Detection of Routing Misbehavior in MANETs

    Kejun Liu;Jing Deng;P.K. Varshney;K. Balakrishnan

  • Decision tree regression for soft classification of remote sensing data

    Min Xu;Pakorn Watanachaturaporn;Pramod K. Varshney;Manoj K. Arora

  • Multisensor data fusion

    Pramod K. Varshney

  • Energy-efficient deployment of Intelligent Mobile sensor networks

    Nojeong Heo;P.K. Varshney

  • Channel aware decision fusion in wireless sensor networks

    Biao Chen;Ruixiang Jiang;T. Kasetkasem;P.K. Varshney

  • TWOACK: preventing selfishness in mobile ad hoc networks

    K. Balakrishnan;Jing Deng;V.K. Varshney

  • Fusion of decisions transmitted over Rayleigh fading channels in wireless sensor networks

    Ruixin Niu;Biao Chen;P.K. Varshney

  • Collaborative Spectrum Sensing in the Presence of Byzantine Attacks in Cognitive Radio Networks

    A S Rawat;P Anand;Hao Chen;P K Varshney

  • Super-resolution land cover mapping using a Markov random field based approach

    Teerasit Kasetkasem;Manoj K. Arora;Pramod K. Varshney

  • Channel-aware distributed detection in wireless sensor networks

    Biao Chen;Lang Tong;P.K. Varshney

  • Theory of the Stochastic Resonance Effect in Signal Detection—Part II: Variable Detectors

    Hao Chen;P.K. Varshney;S.M. Kay;J.H. Michels

  • Distributed Bayesian signal detection

    I.Y. Hoballah;P.K. Varshney

  • Collaborative spectrum sensing in the presence of Byzantine attacks in Cognitive Radio Networks

    Priyank Anand;Ankit Singh Rawat;Hao Chen;Pramod K. Varshney

  • AP airwise Key Predistribution Scheme for Wireless Sensor Networks

    Wenliang Du;Jing Deng;Yunghsiang S. Han;Pramod K. Varshney

Frequent Co-Authors

Yunghsiang S. Han
Yunghsiang S. Han University of Electronic Science and Technology of China
Chilukuri K. Mohan
Chilukuri K. Mohan Syracuse University
Sijia Liu
Sijia Liu Michigan State University
Biao Chen
Biao Chen Syracuse University
Manoj K. Arora
Manoj K. Arora Indian Institute of Technology Roorkee
Jing Deng
Jing Deng University of North Carolina at Greensboro
Wei-keng Liao
Wei-keng Liao Northwestern University
Lav R. Varshney
Lav R. Varshney University of Illinois at Urbana-Champaign
Alok Choudhary
Alok Choudhary Northwestern University
Yingbin Liang
Yingbin Liang The Ohio State University

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