Distributed Detection and Decision Fusion with Applications to Wireless Sensor Networks

[1]  Ashok Sundaresan,et al.  Copula-Based Fusion of Correlated Decisions , 2011, IEEE Transactions on Aerospace and Electronic Systems.

[2]  Ke Liu,et al.  Decentralized Inference Over Multiple-Access Channels , 2007, IEEE Transactions on Signal Processing.

[3]  Bruce W. Suter,et al.  Robust Binary Quantizers for Distributed Detection , 2007, IEEE Transactions on Wireless Communications.

[4]  Ke Liu,et al.  Type-Based Decentralized Detection in Wireless Sensor Networks , 2007, IEEE Transactions on Signal Processing.

[5]  Lang Tong,et al.  Asymptotic Detection Performance of Type-Based Multiple Access Over Multiaccess Fading Channels , 2007, IEEE Transactions on Signal Processing.

[6]  Rick S. Blum,et al.  Minimum Error Probability Cooperative Relay Design , 2007, IEEE Transactions on Signal Processing.

[7]  Pramod K. Varshney,et al.  Distributed detection in a large wireless sensor network , 2006, Inf. Fusion.

[8]  P.K. Varshney,et al.  Target Location Estimation in Sensor Networks With Quantized Data , 2006, IEEE Transactions on Signal Processing.

[9]  Pramod K. Varshney,et al.  Detection Performance Limits for Distributed Sensor Networks in the Presence of Nonideal Channels , 2006, IEEE Transactions on Wireless Communications.

[10]  Bin Liu,et al.  Channel-optimized quantizers for decentralized detection in sensor networks , 2006, IEEE Transactions on Information Theory.

[11]  Pramod K. Varshney,et al.  Fusion of decisions transmitted over Rayleigh fading channels in wireless sensor networks , 2006, IEEE Transactions on Signal Processing.

[12]  Lang Tong,et al.  Type based estimation over multiaccess channels , 2006, IEEE Transactions on Signal Processing.

[13]  Biao Chen,et al.  Fusion of censored decisions in wireless sensor networks , 2005, IEEE Transactions on Wireless Communications.

[14]  Martin Haenggi,et al.  On distances in uniformly random networks , 2005, IEEE Transactions on Information Theory.

[15]  Pramod K. Varshney,et al.  Distributed Detection and Fusion in a Large Wireless Sensor Network of Random Size , 2005, EURASIP J. Wirel. Commun. Netw..

[16]  Deborah Estrin,et al.  Guest Editorial Self-Organizing Distributed Collaborative Sensor Networks , 2005 .

[17]  Pramod K. Varshney,et al.  Channel aware decision fusion in wireless sensor networks , 2004, IEEE Transactions on Signal Processing.

[18]  Venugopal V. Veeravalli,et al.  Asymptotic results for decentralized detection in power constrained wireless sensor networks , 2004, IEEE Journal on Selected Areas in Communications.

[19]  Ananthram Swami,et al.  Asymptotic locally optimal detector for large-scale sensor networks under the Poisson regime , 2004, 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing.

[20]  Hamid Gharavi,et al.  Special issue on sensor networks and applications , 2003 .

[21]  Venugopal V. Veeravalli,et al.  Decentralized detection in sensor networks , 2003, IEEE Trans. Signal Process..

[22]  Aihua Xia,et al.  Approximating the number of successes in independent trials: Binomial versus Poisson , 2002 .

[23]  Feng Zhao,et al.  Collaborative signal and information processing in microsensor networks , 2002, IEEE Signal Processing Magazine.

[24]  Rick S. Blum,et al.  The good, bad and ugly: distributed detection of a known signal in dependent Gaussian noise , 2000, IEEE Trans. Signal Process..

[25]  R.S. Blum,et al.  Numerical solutions for optimum distributed detection of known signals in dependent t-distributed noise-the two sensor problem , 1998, Conference Record of Thirty-Second Asilomar Conference on Signals, Systems and Computers (Cat. No.98CH36284).

[26]  T. Duman,et al.  Decentralized detection over multiple-access channels , 1998 .

[27]  Po-Ning Chen,et al.  Likelihood ratio partitions for distributed signal detection in correlated Gaussian noise , 1995, Proceedings of 1995 IEEE International Symposium on Information Theory.

[28]  Po-Ning Chen,et al.  New asymptotic results in parallel distributed detection , 1993, IEEE Trans. Inf. Theory.

[29]  Lei Zhang,et al.  Distributed decision fusion in the presence of networking delays and channel errors , 1992, Inf. Sci..

[30]  W. Gray,et al.  Optimal data fusion of correlated local decisions in multiple sensor detection systems , 1992 .

[31]  Michael Athans,et al.  The Team ROC Curve In A Binary Hypothesis Testing Environment , 1992, 1992 American Control Conference.

[32]  Nageswara S. V. Rao,et al.  Computational complexity issues in synthesis of simple distributed detection networks , 1991, IEEE Trans. Syst. Man Cybern..

[33]  E. Drakopoulos,et al.  Optimum multisensor fusion of correlated local decisions , 1991 .

[34]  Z.-B. Tang,et al.  A distributed M-ary hypothesis testing problem with correlated observations , 1989, Proceedings of the 28th IEEE Conference on Decision and Control,.

[35]  Krishna R. Pattipati,et al.  An algorithm for determining the decision thresholds in a distributed detection problem , 1989, Conference Proceedings., IEEE International Conference on Systems, Man and Cybernetics.

[36]  Ramanarayanan Viswanathan,et al.  Optimal distributed decision fusion , 1989 .

[37]  V. Aalo,et al.  On distributed detection with correlated sensors: two examples , 1989 .

[38]  John N. Tsitsiklis,et al.  Decentralized detection by a large number of sensors , 1988, Math. Control. Signals Syst..

[39]  Ramanarayanan Viswanathan,et al.  Optimal serial distributed decision fusion , 1987, 26th IEEE Conference on Decision and Control.

[40]  J. Tsitsiklis On threshold rules in decentralized detection , 1986, 1986 25th IEEE Conference on Decision and Control.

[41]  Michael Athans,et al.  On the complexity of decentralized decision making and detection problems , 1984, The 23rd IEEE Conference on Decision and Control.

[42]  Hermann Rohling,et al.  Radar CFAR Thresholding in Clutter and Multiple Target Situations , 1983, IEEE Transactions on Aerospace and Electronic Systems.

[43]  G.S. Lauer,et al.  Distributed Detection with Waveform Observations: Correlated Observation Processes , 1982, 1982 American Control Conference.

[44]  Nils Sandell,et al.  Detection with Distributed Sensors , 1980, IEEE Transactions on Aerospace and Electronic Systems.

[45]  L. L. Cam,et al.  An approximation theorem for the Poisson binomial distribution. , 1960 .

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

[47]  Pramod K. Varshney,et al.  Performance Analysis of Distributed Detection in a Random Sensor Field , 2008, IEEE Transactions on Signal Processing.

[48]  José M. F. Moura,et al.  Detection in Sensor Networks: The Saddlepoint Approximation , 2007, IEEE Transactions on Signal Processing.

[49]  Peter Willett,et al.  On the optimality of the likelihood-ratio test for local sensor decision rules in the presence of nonideal channels , 2005, IEEE Transactions on Information Theory.

[50]  B. Roos Binomial Approximation to the Poisson Binomial Distribution: The Krawtchouk Expansion , 2001 .

[51]  Pramod K. Varshney,et al.  Distributed detection with multiple sensors I. Fundamentals , 1997, Proc. IEEE.

[52]  Rick S. Blum,et al.  Distributed detection with multiple sensors I. Advanced topics , 1997, Proc. IEEE.

[53]  C. Helstrom Gradient algorithm for quantization levels in distributed detection systems , 1995 .

[54]  Pramod K. Varshney,et al.  A unified approach to the design of decentralized detection systems , 1995 .

[55]  Paul B. Kantor,et al.  Counterexamples in distributed detection , 1992, IEEE Trans. Inf. Theory.

[56]  Ramanarayanan Viswanathan,et al.  Asymptotic performance of a distributed detection system in correlated Gaussian noise , 1992, IEEE Trans. Signal Process..

[57]  P.K. Varshney,et al.  Optimal Data Fusion in Multiple Sensor Detection Systems , 1986, IEEE Transactions on Aerospace and Electronic Systems.