All Stories

  1. Non-cooperative Distributed Detection via Federated Sensor Networks

    Article • May 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  2. Exploring a Modular Architecture for Sensor Validation in Digital Twins

    Article • October 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  3. Transmit Signal Design for Polarimetric Radars under Local Waveform Constraints

    Article • December 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  4. DISTILLER: Encrypted traffic classification via multimodal multitask deep learning

    Article • Journal of Network and Computer Applications, June 2021, Elsevier

    Prof. Domenico Ciuonzo

  5. Distributed Detection in Wireless Sensor Networks Under Multiplicative Fading via Generalized Score Tests

    Article • IEEE Internet of Things Journal, June 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  6. Encrypted Multitask Traffic Classification via Multimodal Deep Learning

    Article • June 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  7. Fusion of Local Decisions based on Rao test in Resource-constrained Sensor Networks

    Article • May 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  8. Characterization and Prediction of Mobile-App Traffic Using Markov Modeling

    Article • IEEE Transactions on Network and Service Management, March 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  9. Digital Moka: Small-Scale Condition Monitoring in Process Engineering

    Article • IEEE Sensors Letters, March 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  10. Sensor-Fault Detection, Isolation and Accommodation for Digital Twins via Modular Data-Driven Architecture

    Article • IEEE Sensors Journal, February 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  11. Characterization and analysis of cloud-to-user latency: The case of Azure and AWS

    Article • Computer Networks, January 2021, Elsevier

    Prof. Domenico Ciuonzo

  12. A Hierarchical Hybrid Intrusion Detection Approach in IoT Scenarios

    Article • December 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  13. A Data-Driven Architecture for Sensor Validation Based on Neural Networks

    Article • October 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  14. A Big Data-Enabled Hierarchical Framework for Traffic Classification

    Article • IEEE Transactions on Network Science and Engineering, October 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  15. Toward effective mobile encrypted traffic classification through deep learning

    Article • Neurocomputing, October 2020, Elsevier

    Prof. Domenico Ciuonzo

  16. Wideband Collaborative Spectrum Sensing Using Massive MIMO Decision Fusion

    Article • IEEE Transactions on Wireless Communications, August 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  17. A Dive into the Dark Web: Hierarchical Traffic Classification of Anonymity Tools

    Article • IEEE Transactions on Network Science and Engineering, July 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  18. Multi-bit Decentralized Detection of a Non-cooperative Moving Target Through a Generalized Rao Test

    Article • June 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  19. Anonymity Services Tor, I2P, JonDonym: Classifying in the Dark (Web)

    Article • IEEE Transactions on Dependable and Secure Computing, May 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  20. Multibit Decentralized Detection Through Fusing Smart and Dumb Sensors Based on Rao Test

    Article • IEEE Transactions on Aerospace and Electronic Systems, April 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  21. Bandwidth-Constrained Decentralized Detection of an Unknown Vector Signal via Multisensor Fusion

    Article • IEEE Transactions on Signal and Information Processing over Networks, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  22. Distributed Detection of a Non-cooperative Target with Multiplicative Fading

    Article • January 2020, Springer Science + Business Media

    Prof. Domenico Ciuonzo

  23. Characterizing Cloud-to-User Latency as Perceived by AWS and Azure Users Spread over the Globe

    Article • December 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  24. MIMETIC: Mobile encrypted traffic classification using multimodal deep learning

    Article • Computer Networks, December 2019, Elsevier

    Prof. Domenico Ciuonzo

  25. MIRAGE: Mobile-app Traffic Capture and Ground-truth Creation

    Article • October 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  26. Decision Fusion Rules in Ambient Backscatter Wireless Sensor Networks

    Article • September 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  27. Distributed detection with fuzzy censoring sensors in the presence of noise uncertainty

    Article • Neurocomputing, July 2019, Elsevier

    Prof. Domenico Ciuonzo

  28. Mobile Encrypted Traffic Classification Using Deep Learning: Experimental Evaluation, Lessons Learned, and Challenges

    Article • IEEE Transactions on Network and Service Management, June 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  29. Know your Big Data Trade-offs when Classifying Encrypted Mobile Traffic with Deep Learning

    Article • June 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  30. Bayesian fuzzy hypothesis test in wireless sensor networks with noise uncertainty

    Article • Applied Soft Computing, April 2019, Elsevier

    Prof. Domenico Ciuonzo

  31. Data Fusion in Wireless Sensor Networks: A statistical signal processing perspective

    Article • March 2019, the Institution of Engineering and Technology (the IET)

    Prof. Domenico Ciuonzo

  32. Learning Wireless Sensor Networks for Source Localization

    Article • Sensors, February 2019, MDPI AG

    Prof. Domenico Ciuonzo

  33. IoT-Enabled Distributed Detection of a Nuclear Radioactive Source via Generalized Score Tests

    Article • January 2019, Springer Science + Business Media

    Prof. Domenico Ciuonzo

  34. Multi-bit Decentralized Detection of a Weak Signal in Wireless Sensor Networks with a Rao test

    Article • November 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  35. Mobile Encrypted Traffic Classification Using Deep Learning

    Article • June 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  36. Mean-Based Blind Hard Decision Fusion Rules

    Article • IEEE Signal Processing Letters, May 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  37. Quantizer Design for Generalized Locally Optimum Detectors in Wireless Sensor Networks

    Article • IEEE Wireless Communications Letters, April 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  38. DECHADE: DEtecting slight Changes with HArd DEcisions in Wireless Sensor Networks

    Article • International Journal of General Systems, March 2018, Taylor & Francis

    Prof. Domenico Ciuonzo

  39. Multi-classification approaches for classifying mobile app traffic

    Article • Journal of Network and Computer Applications, February 2018, Elsevier

    Prof. Domenico Ciuonzo

  40. Traffic Classification of Mobile Apps through Multi-Classification

    Article • December 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  41. On Multiple Covariance Equality Testing with Application to SAR Change Detection

    Article • IEEE Transactions on Signal Processing, October 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  42. On the asymptotic distribution of Time-Reversal MUSIC null spectrum

    Article • Digital Signal Processing, October 2017, Elsevier

    Prof. Domenico Ciuonzo

  43. Anonymity Services Tor, I2P, JonDonym: Classifying in the Dark

    Article • September 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  44. Rician MIMO Channel- and Jamming-Aware Decision Fusion

    Article • IEEE Transactions on Signal Processing, August 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  45. On Time-Reversal Imaging by Statistical Testing

    Article • IEEE Signal Processing Letters, July 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  46. Distributed detection of a non-cooperative target via generalized locally-optimum approaches

    Article • Information Fusion, July 2017, Elsevier

    Prof. Domenico Ciuonzo

  47. Generalized Rao Test for Decentralized Detection of an Uncooperative Target

    Article • IEEE Signal Processing Letters, May 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  48. Noncolocated Time-Reversal MUSIC: High-SNR Distribution of Null Spectrum

    Article • IEEE Signal Processing Letters, April 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  49. On the Statistical Invariance for Adaptive Radar Detection in Partially Homogeneous Disturbance Plus Structured Interference

    Article • IEEE Transactions on Signal Processing, March 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  50. Robust Waveform and Filter Bank Design of Polarimetric Radar

    Article • IEEE Transactions on Aerospace and Electronic Systems, February 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  51. On the Maximal Invariant Statistic for Adaptive Radar Detection in Partially Homogeneous Disturbance With Persymmetric Covariance

    Article • IEEE Signal Processing Letters, December 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  52. Performance Analysis of Energy Detection for MIMO Decision Fusion in Wireless Sensor Networks Over Arbitrary Fading Channels

    Article • IEEE Transactions on Wireless Communications, November 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  53. Optimizing polarimetrie radar waveform and filter bank for extended targets in clutter

    Article • July 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  54. A Unifying Framework for Adaptive Radar Detection in Homogeneous Plus Structured Interference— Part II: Detectors Design

    Article • IEEE Transactions on Signal Processing, June 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  55. A Unifying Framework for Adaptive Radar Detection in Homogeneous Plus Structured Interference— Part I: On the Maximal Invariant Statistic

    Article • IEEE Transactions on Signal Processing, June 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  56. Massive MIMO for Decentralized Estimation of a Correlated Source

    Article • IEEE Transactions on Signal Processing, May 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  57. Intrapulse radar-embedded communications via multiobjective optimization

    Article • IEEE Transactions on Aerospace and Electronic Systems, October 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  58. A Systematic Framework for Composite Hypothesis Testing of Independent Bernoulli Trials

    Article • IEEE Signal Processing Letters, September 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  59. Massive MIMO for decentralized estimation over coherent multiple access channels

    Article • June 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  60. HMM-Based Decision Fusion in Wireless Sensor Networks With Noncoherent Multiple Access

    Article • IEEE Communications Letters, May 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  61. Performance Analysis of Time-Reversal MUSIC

    Article • IEEE Transactions on Signal Processing, May 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  62. Pareto-theory for enabling covert intrapulse radar-embedded communications

    Article • May 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  63. Energy Detection for MIMO Decision Fusion in Underwater Sensor Networks

    Article • IEEE Sensors Journal, March 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  64. Massive MIMO Channel-Aware Decision Fusion

    Article • IEEE Transactions on Signal Processing, February 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  65. On Energy Detection for MIMO Decision Fusion in Wireless Sensor Networks Over NLOS Fading

    Article • IEEE Communications Letters, February 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  66. A Dominance-Based Soft-Input Soft-Output MIMO Detector With Near-Optimal Performance

    Article • IEEE Transactions on Communications, December 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  67. On MSE performance of time-reversal MUSIC

    Article • June 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  68. Energy detection for decision fusion in wireless sensor networks over Ricean-mixture fading

    Article • June 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  69. Massive MIMO meets decision fusion: Decode-and-fuse vs. decode-then-fuse

    Article • June 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  70. Decision Fusion With Unknown Sensor Detection Probability

    Article • IEEE Signal Processing Letters, February 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  71. Tracking the Tracker from its Passive Sonar ML-PDA Estimates

    Article • IEEE Transactions on Aerospace and Electronic Systems, January 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  72. Minimum-Variance Importance-Sampling Bernoulli Estimator for Fast Simulation of Linear Block Codes over Binary Symmetric Channels

    Article • IEEE Transactions on Wireless Communications, January 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  73. EDMA-based schemes for cognitive radio systems with channel state information

    Article • Journal of High Speed Networks, January 2014, IOS Press

    Prof. Domenico Ciuonzo

  74. Can you track the tracker?

    Article • December 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  75. Orthogonality and Cooperation in Collaborative Spectrum Sensing through MIMO Decision Fusion

    Article • IEEE Transactions on Wireless Communications, November 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  76. Performance Analysis and Design of Maximum Ratio Combining in Channel-Aware MIMO Decision Fusion

    Article • IEEE Transactions on Wireless Communications, September 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  77. Low-complexity dominance-based sphere decoder for MIMO systems

    Article • Signal Processing, September 2013, Elsevier

    Prof. Domenico Ciuonzo

  78. One-Bit Decentralized Detection With a Rao Test for Multisensor Fusion

    Article • IEEE Signal Processing Letters, September 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  79. Objective priors from maximum entropy in data classification

    Article • Information Fusion, April 2013, Elsevier

    Prof. Domenico Ciuonzo

  80. Optimality of Received Energy in Decision Fusion Over Rayleigh Fading Diversity MAC With Non-Identical Sensors

    Article • IEEE Transactions on Signal Processing, January 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  81. Mobile sensor networks based on autonomous platforms for homeland security

    Article • September 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  82. Decision fusion in MIMO wireless sensor networks with channel state information

    Article • June 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  83. A hash-tree based approach for a totally distributed track oriented Multi Hypothesis Tracker

    Article • March 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  84. On the Performance of Energy-Division Multiple Access Over Fading Channels

    Article • Wireless Personal Communications, January 2012, Springer Science + Business Media

    Prof. Domenico Ciuonzo

  85. Consistency of sequence classification with entropic priors

    Article • January 2012, American Institute of Physics

    Prof. Domenico Ciuonzo

  86. Channel-Aware Decision Fusion in Distributed MIMO Wireless Sensor Networks: Decode-and-Fuse vs. Decode-then-Fuse

    Article • IEEE Transactions on Wireless Communications, January 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  87. Gain design and power allocation for overloaded MIMO-OFDM systems with channel state information and iterative multiuser detection

    Article • November 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  88. Soft-Input Soft-Output King Decoder for coded MIMO wireless communications

    Article • November 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  89. Sub-optimal importance sampling for fast simulation of linear block codes over BSC channels

    Article • November 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  90. Entropic priors for hidden-Markov model classification

    Article • June 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  91. Tree-search ML detection for underdetermined MIMO systems with M-PSK constellations

    Article • September 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  92. Group gain design for overloaded CDMA

    Article • June 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo

  93. On Asymptotic Efficiency for Asynchronous CDMA

    Article • March 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Domenico Ciuonzo