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Keyword

binary hypothesis testing

Description: A statistical decision problem that distinguishes between two competing hypotheses using observed data, including in communications and sensor systems.
OpenAlex ID: keywords/binary-hypothesis-testing
Statistical Theory of Signal Detection
1968 · Elsevier eBooks · 892
Fundamentals of Statistical Signal Processing, Volume II: Detection Theory
1998 · Steven Kay · 710
Decentralized detection in sensor networks
2003 · J.-F. Chamberland, V.V. Veeravalli · IEEE Transactions on Signal Processing · 550
On channel capacity per unit cost
1990 · S. Verdu · IEEE Transactions on Information Theory · 523
Decentralized detection by a large number of sensors
1988 · John N. Tsitsiklis · Mathematics of Control Signals and Systems · 372
Hypothesis testing and information theory
1974 · R. Blahut · IEEE Transactions on Information Theory · 342
Decision theoretic framework for NLOS identification
2002 · J. Borras, P. Hatrack, et al. · IEEE Vehicular Technology Conference (VTC) · 301
Hyperspectral Anomaly Detection by the Use of Background Joint Sparse Representation
2015 · Jiayi Li, Hongyan Zhang, et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 289
Asymptotic Results for Decentralized Detection in Power Constrained Wireless Sensor Networks
2004 · J.-F. Chamberland, V.V. Veeravalli · IEEE Journal on Selected Areas in Communications · 283
Coarse-to-Fine Face Detection
2001 · Francois Fleuret, Donald Geman · International Journal of Computer Vision · 273
Theory of the Stochastic Resonance Effect in Signal Detection: Part I—Fixed Detectors
2007 · Hao Chen, Pramod K. Varshney, et al. · IEEE Transactions on Signal Processing · 265
The Best Two Independent Measurements Are Not the Two Best
1974 · Thomas M. Cover · IEEE Transactions on Systems Man and Cybernetics · 248
Asymptotically optimal classification for multiple tests with empirically observed statistics
1989 · M. Gutman · IEEE Transactions on Information Theory · 219
The gamma wave: a cortical information carrier?
1990 · Steven L. Bressler · Trends in Neurosciences · 200
A Sparse Representation-Based Binary Hypothesis Model for Target Detection in Hyperspectral Images
2014 · Yuxiang Zhang, Bo Du, et al. · IEEE Transactions on Geoscience and Remote Sensing · 195
Optimum multisensor fusion of correlated local decisions
1991 · E. Drakopoulos, C.-C. Lee · IEEE Transactions on Aerospace and Electronic Systems · 187
Distributed Detection in the Presence of Byzantine Attacks
2008 · S. Marano, V. Matta, et al. · IEEE Transactions on Signal Processing · 186
Controlled Sensing for Multihypothesis Testing
2013 · Sirin Nitinawarat, George K. Atia, et al. · IEEE Transactions on Automatic Control · 173
Signal detection and classification using matched filtering and higher order statistics
1990 · G.B. Giannakis, M.K. Tsatsanis · IEEE Transactions on Acoustics Speech and Signal Processing · 167
PacGAN: The power of two samples in generative adversarial networks
2018 · Khetan, Ashish Kumar · Illinois Digital Environment for Access to Learning and Scholarship (University of Illinois at Urbana-Champaign) · 165
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Detection by Time Reversal: Single Antenna
2006 · Jos M. F. Moura, Yuanwei Jin · IEEE Transactions on Signal Processing · 165
Channel-Aware Decision Fusion in Distributed MIMO Wireless Sensor Networks: Decode-and-Fuse vs. Decode-then-Fuse
2012 · Domenico Ciuonzo, Gianmarco Romano, et al. · IEEE Transactions on Wireless Communications · 145
Asymptotic Estimates in Information Theory with Non-Vanishing Error Probabilities
2014 · Vincent Y. F. Tan · Foundations and Trends® in Communications and Information Theory · 144
Efficient detection in hyperspectral imagery
2001 · S.M. Schweizer, J.M.F. Moura · IEEE Transactions on Image Processing · 141
Effective secrecy: Reliability, confusion and stealth
2014 · Jie Hou, Gerhard Kramer · IEEE International Symposium on Information Theory (ISIT) · 139
Works count: 1,382
Citation count: 19,470
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