Keynotes
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Special Sessions
Tuesday, August 30, 11:00 - 12:30
TueB01: Advances on Linear-in-the-Parameters Nonlinear Filters and Their Application to Audio and Speech Processing - I
Special Session
Room: Anjou
Chairs: Alberto Carini (University of Urbino, Italy), Danilo Comminiello (Sapienza University of Rome, Italy)
- Kernel Adaptive Filtering Subject to Equality Function Constraints
- A low-complexity RLS-DCD algorithm for Volterra system identification
- Integrated Direct Sub-band Adaptive Volterra Filter and Its Application to Identification of Loudspeaker Nonlinearity
- Design of Dynamic Linear-in-the-Parameters Nonlinear Filters for Active Noise Control
- Extension of Generalized Hammerstein Model to Non-Polynomial Inputs
Tuesday, August 30, 14:00 - 15:30
TueC01: Unraveling Brain Networks from Functional Neuroimaging Data
Special Session
Room: Ballroom II
Chairs: Maarten De Vos (University of Oldenburg, Germany), Borbála Hunyadi (KU Leuven, Belgium)
- Fusion of electroencephalography and functional magnetic resonance imaging to explore epileptic network activity
- Classification of fMRI data using Dynamic Time Warping based functional connectivity analysis
- Impact of perceptual learning on resting-state fMRI connectivity: A supervised classification study
- Seizure onset zone localization from many invasive EEG channels using directed functional connectivity
- Total-activation regularized deconvolution of resting-state fMRI leads to reproducible networks with spatial overlap
TueC02: Trends and New Challenges in Calibration of Phased Array in Radio-Astronomy
Special Session
Room: Anjou
Chair: Mohammed Nabil El Korso (Paris 10 University & LEME-EA 4416, France)
- Fine tuning consensus optimization for distributed radio interferometric calibration
- Blind Calibration of Phased Arrays Using Sparsity Constraints on the Signal Model
- Calibration of Radio Interferometers Using a Sparse DOA Estimation Framework
- Relaxed concentrated MLE for robust calibration of radio interferometers
- Impact of array calibration on RFI mitigation
TueC03: Towards Next Generation Ultra-high-throughput Copper Technology
Special Session
Room: Mathias Rex
Chair: Charalampos C. Tsimenidis (Newcastle University, United Kingdom)
- Sensitivity of Nonlinear Precoding to Imperfect Channel State Information in G.fast
- Bi-directional Beamforming Bit Error Rate Analysis for Wireline Backhaul Networks
- Gigabit DSL: a Deep-LMS Approach
- Derivative Based Real-Time Spectrum Coordination for DSL
- A fast converging method for Common Mode Sensor based Impulse Noise Cancellation for Downstream VDSL
TueC04: Structured Low-Rank Matrix Approximation and Completion Problems in Signal Processing
Special Session
Room: Ballroom II
Chairs: Laurent Condat (GIPSA-Lab, University Grenoble Alpes, France), Konstantin Usevich (GIPSA-lab, CNRS and University of Grenoble, France)
- Kronecker Covariance Sketching for Spatial-Temporal Data
- Optimal choice of Hankel-block-Hankel matrix shape in 2-D parameter estimation: the rank-one case
- On a fixed-point algorithm for structured low-rank approximation and estimation of half-life parameters
- Solving Physics-driven Inverse Problems via Structured Least Squares
- Convex Super-Resolution Detection of Lines in Images
TueC05: Sparsity-Based Techniques for Microwave Imaging
Special Session
Room: Ballroom I
Chairs: Masoumeh Azghani (Sahand University of Technology, Iran), Farokh Marvasti (Sharif university of Technology, Iran)
- Iterative Least Squares Algorithm for Inverse Problem in Microwave Medical Imaging
- Electromagnetic retrieval of missing fibers in periodic fibered laminates via sparsity concepts
- Sparsity-Enforced Microwave Inverse Scattering using Soft Shrinkage Thresholding
- Sparse Microwave Breast Imaging with Differently Polarized Arrays
- Object-Oriented Three-Dimensional Microwave Imaging Using Generalized Reflectivity Model
Tuesday, August 30, 16:00 - 18:00
TueD01: Reliable and Secure Quantum Communications
Special Session
Room: Mathias Rex
Chair: Soon Xin Ng (University of Southampton, United Kingdom)
- Diversity Extraction for Multicarrier Continuous-Variable Quantum Key Distribution
- Optimal Wavelength Allocation in Hybrid Quantum-Classical Networks
- Second Generation QKD System over Commercial Fibers
- Improved Quantum LDPC Decoding Strategies for the Misidentified Quantum Depolarization Channel
- Performance Evaluation of Scalar Reconciliation for Continuous-Variable Quantum Key Distribution
- Fast Disentanglement-based Blind Quantum Source Separation and Process Tomography Using a Feedforward Quantum-classical Adapting Structure
TueD02: Advanced Statistical Models and Methods for Image Processing
Special Session
Room: Ballroom II
Chairs: Frederic Pascal (CentraleSupélec, France), Jean-Yves Tourneret (University of Toulouse & ENSEEIHT, France)
- Fully Automatic Detection of Anomalies on Wheels Surface Using an Adaptive Accurate Model and Hypothesis Testing Theory
- Joint spectral clustering and range estimation for 3D scene reconstruction using multispectral Lidar waveforms
- Statistical models for SAR amplitude data: a unified vision through Mellin transform and Meijer functions
- Bayesian Image Segmentation Using Hidden Fields: Supervised, Unsupervised, and Semi-Supervised Formulations
- Comparing Bayesian models in the absence of ground truth
- Robust Adaptive Detection of Buried Pipes using GPR
TueD03: Recent Advances in Medical Image Restoration
Special Session
Room: Anjou
Chairs: Adrian Basarab (University of Toulouse, France), Lotfi Chaari (INRIA Rhône-Alpes, France)
- MRI Reconstruction with Analysis Sparse Regularization under Impulsive Noise
- Image Deconvolution by Local Order Preservation of Pixels Values
- Canonical polyadic decomposition for tissue type differentiation using multi-parametric MRI in high-grade gliomas
- Sparse regularization methods in ultrafast ultrasound imaging
- Ultrasound image reconstruction from compressed measurements using approximate message passing
- Compressed Sensing in MRI with a Markov Random Field prior for spatial clustering of subband coefficients
TueD04: Signal Processing and Communications for Sensor Networks Powered by Energy Harvesting and Wireless Power Transfer
Special Session
Room: Ballroom I
Chair: Subhrakanti Dey (Uppsala University, Sweden)
- Transmission Policies in Wireless Powered Communication Networks with Energy Cooperation
- Decentralized Detection in Energy Harvesting Wireless Sensor Networks
- Transmission Strategies for Remote Estimation under Energy Harvesting Constraints
- Sensing Throughput Optimization in Cognitive Fading Multiple Access Channels With Energy Harvesting Secondary Transmitters
- Decentralized Sparsity-Promoting Sensor Selection in Energy Harvesting Wireless Sensor Networks
- Energy Harvesting Cooperative Multiple Access Channel with Decoding Costs
Wednesday, August 31, 10:30 - 12:30
WedB01: Network Localization
Special Session
Room: Mathias Rex
Chair: Davide Dardari (University of Bologna, Italy)
- Bandwidth Dependence of the Ranging Error Variance in Dense Multipath
- Device-free Localization of Multiple Targets
- Exact Analysis of Weighted Centroid Localization
- On the Utilization of MIMO-OFDM Channel Sparsity for Accurate Positioning
- Multipath Components Tracking Adapted to Integrated IR-UWB Receivers for Improved Indoor Navigation
- Location Information Driven Formation Control for Swarm Return-to-Base Application
WedB02: Recent Advances in Full-Duplex Radio - Advanced Signal Processing, Systems and Networks
Special Session
Room: Ballroom I
Chairs: Mikko Valkama (Tampere University of Technology, Finland), Risto Wichman (Aalto University School of Electrical Engineering, Finland)
- On the Potential of Full Duplex Performance in 5G Ultra-Dense Small Cell Networks
- Mode Selection in Multi-user Full-Duplex Systems Considering Inter-user Interference
- Robust Resource Allocation for Full-Duplex Cognitive Radio Systems
- Uplink and Downlink Rate Analysis of a Full-Duplex C-RAN with Radio Remote Head Association
- Digitally-Controlled RF Self-Interference Canceller for Full-Duplex Radios
- Interference Cancellation Architecture for Full-Duplex System with GFDM Signaling
WedB03: Wireless Energy Harvesting
Special Session
Room: Anjou
Chairs: Yonghui Li (University of Sydney, Australia), Constantinos Psomas (University of Cyprus, Cyprus)
- On Secrecy Outage of MISO SWIPT Systems in the Presence of Imperfect CSI
- Secrecy Outage Probability of Wirelessly Powered Wiretap Channels
- Sum Rate Maximization for Full Duplex Wireless-Powered Communication Networks
- Secure Wireless Communications with Relay Selection and Wireless Powered Transfer
- Blockage Effects on Joint Information & Energy Transfer in Directional Ad-Hoc Networks
- Accumulate then Forward: An Opportunistic Relaying Protocol for Wireless-Powered Cooperative Communications
WedB04: Signal Processing in Eenhancing 5G Wireless Spectrum Efficiency, Energy Efficiency and QoE
Special Session
Room: Ballroom II
Chair: Rose Hu (Mississippi State University, USA)
- On the Use of Channel Models and Channel Estimation Techniques for Massive MIMO Systems
- On Wireless Power Transfer in Two-Tier Massive MIMO HetNets: Energy and Rate Analysis
- Hybrid MU-MIMO and Non-orthogonal Multiple Access Design in Wireless Heterogeneous Networks
- A Novel Angular Parameters Estimator for Incoherently Distributed Sources
- A Robust Resource Allocation Algorithm for Packet BIC-UFMC 5G Wireless Communications
- A Novel Block-shifted Pilot Design for Multipair Massive MIMO Relaying
Wednesday, August 31, 14:00 - 15:30
WedC01: Signal Processing for Moving Microphone Arrays
Special Session
Room: Ballroom I
Chairs: Heinrich Löllmann (Friedrich-Alexander University Erlangen-Nürnberg, Germany), Boaz Rafaely (Ben-Gurion University of the Negev, Israel)
- Analysis of distortion in audio signals introduced by microphone motion
- Speaker Localization with Moving Microphone Arrays
- Localization of Moving Microphone Arrays from Moving Sound Sources for Robot Audition
- A One-step-ahead Information-based Feedback Control for Binaural Active Localization
- Variational Bayesian Multi-channel Robust NMF for Human-voice Enhancement with a Deformable and Partially-occluded Microphone Array
WedC02: Musical Instrument and Virtual Analog Modeling
Special Session
Room: Mathias Rex
Chairs: Augusto Sarti (Politecnico di Milano, Italy), Vesa Valimaki (Aalto University, Finland)
- Simulation of Distributed Contact in String Instruments: a Modal Expansion Approach
- A k-d Tree Based Solution Cache for the Non-linear Equation of Circuit Simulations
- Wave Digital Filter Modeling of Circuits with Operational Amplifiers
- Dynamic Adaptation of Instantaneous Nonlinear Bipoles in Wave Digital Networks
- Antialiased Soft Clipping Using an Integrated Bandlimited Ramp
WedC03: GNSS Signals Processing and Applications
Special Session
Room: Anjou
Chair: Gabriele Giorgi (Technische Universität München, Germany)
- Post-correlation Signal Analysis to Detect Spoofing Attacks in GNSS Receivers
- Small Cycle Slip Detection using Singular Spectrum Analysis
- Testing General Relativity Using Galileo Satellite Signals
- Real-Time Kinematic Positioning with GPS and Glonass
- Weighted Shooting Method for High-Resolution DOA Estimation Based on Sparse Spectrum Fitting
WedC04: Fast and Embedded Convex Optimization for Signal Processing
Special Session
Room: Ballroom II
Chairs: Daniele Giacobello (DTS Inc., USA), Tobias Lindstrøm Jensen (Aalborg University, Denmark)
- Computational Analysis of a Fast Algorithm for High-order Sparse Linear Prediction
- Accelerated reconstruction of a compressively sampled data stream
- On the duality of globally constrained separable problems and its application to distributed signal processing
- Ad Hoc Microphone Array Beamforming Using the Primal-Dual Method of Multipliers
- Multi-Pitch Estimation via Fast Group Sparse Learning
WedC05: Big Media Data Analysis
Special Session
Room: Ballroom III
Chairs: Alexandros Iosifidis (Tampere University of Technology, Finland), Ioannis Pitas (Aristotle University of Thessaloniki, Greece)
- Towards Dynamic Classification Completeness in Twitter
- Self-Organizing Binary Encoding for Approximate Nearest Neighbor Search
- 3D Reconstruction Quality Analysis and Its Acceleration on GPU Clusters
- A review of approximate methods for kernel-based Big Media Data Analysis
- Digital Music Lab: A Framework for Analysing Big Music Data
Wednesday, August 31, 16:00 - 18:00
WedD01: Bayesian Methods for Signal Processing
Special Session
Room: Ballroom I
Chairs: Saikat Chatterjee (KTH - Royal Institute of Technology & Communication Theory Lab, Sweden), Yoshiyuki Kabashima (Tokyo Institute of Technology, Japan)
- Outlier-insensitive Kalman Smoothing and Marginal Message Passing
- Sampling approach to sparse approximation problem:determining degrees of freedom by simulated annealing
- Online Prediction of Spatial Fields for Radio-Frequency Communication
- Rectified Binaural Ratio: A Complex T-Distributed Feature for Robust Sound Localization
- An Approximate Message Passing Based Algorithm for Robust Face Recognition
- Mean Field Analysis of Sparse Reconstruction with Correlated Variables
Thursday, September 1, 10:30 - 12:30
ThuB01: Inference and Learning Over Networks
Special Session
Room: Mathias Rex
Chairs: Petar M. Djurić (Stony Brook University, USA), Cédric Richard (Université de Nice Sophia-Antipolis, France)
- Distributed Adaptive Filtering With Reduced Communication Load
- Graph Laplacian Distributed Particle Filtering
- Diffusion Spline Adaptive Filtering
- Detection over Diffusion Networks: Asymptotic Tools for Performance Prediction and Simulation
- Bayesian estimation of unknown parameters over networks
- Toward privacy-preserving diffusion strategies for adaptation and learning over networks
Thursday, September 1, 14:00 - 15:30
ThuC01: Audio Source Separation and Evaluation
Special Session
Room: Ballroom II
Chairs: Estefanía Cano (Fraunhofer IDMT, Germany), Mark D. Plumbley (University of Surrey, United Kingdom)
- An Experimental Approach to Generalized Wiener Filtering in Music Source Separation
- Multichannel music separation with deep neural networks
- Underdetermined Source Separation using a sparse STFT framework and Weighted Laplacian Directional Modelling
- Evaluation of Quality of Sound Source Separation Algorithms: Human Perception vs Quantitative Metrics
- Evaluation of Audio Source Separation Models Using Hypothesis-Driven Non-Parametric Statistical Methods
ThuC02: Advances on Linear-in-the-Parameters Nonlinear Filters and Their Application to Audio and Speech Processing - II
Special Session
Room: Mathias Rex
Chairs: Luis Azpicueta-Ruiz (Universidad Carlos III de Madrid, Spain), Alberto Carini (University of Urbino, Italy)
- A Split Kernel Adaptive Filtering Architecture for Nonlinear Acoustic Echo Cancellation
- Combination of filtered-x adaptive filters for nonlinear listening-room compensation
- A Novel Reduced-Rank Approach for Implementing Volterra Filters
- Efficient Nonlinear Acoustic Echo Cancellation by Partitioned-Block Significance-Aware Hammerstein Group Models
- Perfect Periodic Sequences for Nonlinear Wiener Filters
ThuC03: Advanced Optimization Methods for Online Signal Processing
Special Session
Room: Anjou
Chairs: Constantin Paleologu (University Politehnica of Bucharest, Romania), Jean-Christophe Pesquet (Université Paris-Est, France)
- Online Dual Coordinate Ascent Learning
- A Simple Set-Membership Affine Projection Algorithm for Sparse System Modeling
- A Family of Optimized LMS-Based Algorithms for System Identification
- Stochastic Forward-Backward and primal-dual approximation algorithms with application to online image restoration
- Online Dictionary Learning from Large-Scale Binary data
Thursday, September 1, 16:00 - 18:00
ThuD01: Evaluating Wireless Communications in 3 Dimensions
Special Session
Room: Anjou
Chairs: Markus Rupp (TU Wien, Austria), Martin Taranetz (TU Wien, Austria)
- Angle of arrival estimation in dynamic indoor THz channels with Bayesian filter and reinforcement learning
- 3D v.s. 2D Channel Capacity of Outdoor to Indoor Scenarios Derived from Measurements in China and New Zealand
- Full Dimension MIMO for Frequency Division Duplex under Signaling and Feedback Constraints
- Robust 3D MIMO-OFDM Channel Estimation with Hybrid Analog-Digital Architecture
- Evaluating the Spatial Resolution of 2D Antenna Arrays for Massive MIMO Transmissions
- Two-layer Precoding for Dimensionality Reduction in Massive MIMO
Friday, September 2, 10:30 - 12:30
FriB01: Trends in Robust Statistics: Theory and Applications in Signal and Image Processing
Special Session
Room: Mathias Rex
Chairs: Guillaume Ginolhac (Universite de Savoie & LISTIC, France), Abdelhak M Zoubir (Darmstadt University of Technology, Germany)
- On Scatter Matrix Estimation in the Presence of Unknown Extra Parameters: Mismatched Scenario
- Block Majorization-Minimization algorithms for low-rank clutter subspace estimation
- Adaptive LASSO based on joint M-estimation of regression and scale
- An M-estimator for robust centroid estimation on the manifold of covariance matrices: performance analysis and application to image classification
- An Approach to Joint Sequential Detection and Estimation with Distributional Uncertainties
- Fast and robust detection of a known pattern in an image
FriB02: Towards Next-Generation Radar Systems: Adaptivity, Agility, and Reliability
Special Session
Room: Anjou
Chair: Bhavani R (Sri Venkateshwara College Of Engineering, India)
- Cognitive Tracking in IEEE 802.22 Symbiotic Radars
- Cognitive MIMO Radars: An Information Theoretic Constrained Code Design Method
- Worst-Case Jamming Signal Design and Avoidance for MIMO Radars
- Reliability Problems and Pareto-Optimality in Cognitive Radar
- A Novel Narrowband Interference Suppression Method for OFDM Radar
- Design of Multiple Unimodular Waveforms With Low Auto- and Cross-Correlations for Radar via Majorization-Minimization
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