Statistical Signal Processing (SSP), 2014 IEEE Workshop on / Institute of Electrical and Electronics Engineers.

Format:

Book

Author/Creator:

Institute of Electrical and Electronics Engineers, author, issuing body.

Language:

English

Subjects (All):

Signal processing--Congresses.

Signal processing.

Physical Description:

1 online resource (519 pages)

Other Title:

2014 IEEE Workshop on Statistical Signal Processing (SSP)

2014 IEEE Workshop on Statistical Signal Processing

Statistical Signal Processing

Place of Publication:

Piscataway : IEEE, 2014.

Summary:

The IEEE Statistical Signal Processing Workshop is a unique meeting that brings members of the IEEE Signal Processing Society together with researchers from allied fields such as bioinformatics, communication, and statistics The scope of the workshop includes basic theory, methods and algorithms, and applications.

Contents:

Robust M-estimator of scatter for large elliptical samples,"R.

Discovering statistical vulnerabilities in highly mutable viruses: A random matrix approach,"A.

Regularized block Toeplitz covariance matrix estimation via Kronecker product expansions,"K.

Improved Robust PCA using low-rank denoising with optimal singular value shrinkage,"B.

On estimation of the noise variance in a high-dimensional signal detection model,"J.

FOOD steganography with olfactory white,"K.

Active odor cancellation,"K.

A widely linear multichannel wiener filter for wind prediction,"J.

Variational Bayesian model averaging for audio source separation,"X.

Feeder-level fault detection and classification with multiple sensors: A smart grid scenario,"N.

Adaptive multi-resolution windowing technique for localized spatio-spectral analysis,"Z.

Analysis of degrees of freedom of wideband random multipath fields observed over time and space windows,"F.

EM algorithm for estimating poisson measurement noise,"G.

A signal disambiguation algorithm for use in multi-beam receivers,"J.

Multichannel Wiener filter estimation using source location knowledge for speech enhancement,"C.

Social signal processing for pain monitoring using a hidden conditional random field,"A.

A single SVD sparse dictionary learning algorithm for FMRI data analysis,"M.

A non-parametric model for Ballistocardiography,"Y.

Estimation of high-dimensional brain connectivity from FMRI data using factor modeling,"C.

A model-free approachto increasing the effect size of FNIRS data,"A.

Affine estimation via region expansion,"E.

On the perturbation of localization networks using received signal strength,"L.

On the relation between the Gaussian information bottleneck and MSE-optimal rate-distortion quantization,"M.

Subspace detection in a kernel space: The missing data case,"T.

On the CRB for frequency estimation of superimposed multidimensional sinusoids,"N.

Minimum mean square error equalization on the 2-sphere,"P.

Computing persistent homology under random projection,"K.

Robust spectral unmixing for anomaly detection,"G.

Sampling from a multivariate Gaussian distribution truncated on a simplex: A review,"Y.

Improving SMC sampler estimate by recycling all past simulated particles,"T.

Maximum marginal likelihood estimation of the granularity coefficient of a Potts-Markov random field within an MCMC algorithm,"M.

Bayesian noise model selection and system identification based on approximation of the evidence,"J.

Gaussian particle filtering in high-dimensional systems,"M.

A greedy, adaptive approach to learning geometry of nonlinear manifolds,"T.

Efficient instance annotation in multi-instance learning,"A.

Maximum likelihood orthogonaldictionary learning,"M.

Nonlocal foveated principal components,"A.

Adaptive distributed waveform selection for target tracking by a multistatic radar system,"N.

Clutter mapping for Histogram PMHT,"S.

Time-frequency clustering with weighted and contextual information for convolutive blind source separation,"I.

On the spurious solutions of the Fastica algorithm,"T.

Adaptive Constant Modulus Algorithm based oncomplex Givens rotations,"A.

A two-step optimal waveform design for detection in signal-dependent interference,"T.

Robust Capon Beamformer with frequency Smoothing applied to medical ultrasound imaging,"X.

A novel feature extraction technique for human activity recognition,"V.

Estimating dynamic cortical connectivity from motor imagery EEG using KALMAN smoother & EM algorithm,"S.

A log-ratio pair approach to endoscopic image matching,"R.

Sparsity-based algorithms for blind separation of convolutive mixtures with application to EMG signals,"A.

Aircraft bearing estimation using underwater acoustic sensors,"K.

Density parameter estimation for additive Cauchy-Gaussian mixture,"Y.

On fitting exponentially damped sinusoids,"B.

New Normalised Bayesian smoothers for signals modelled by non-causal compositions of reciprocal chains,"L.

Achievable accuracy in parameter estimation of a Gaussian plume dispersion model,"B.

Interior point solution of fractional Bethe permanent,"J.

Faà Di Bruno's formula and volterra series,"D.

The best fitting multi-Bernoulli filter,"J.

Information theoretic approach to robust multi-Bernoulli sensor control,"

Bayesian estimation of multi-object systems with independently identically distributed correlations,"J.

On the periodogram estimators of periods from interleaved sparse, noisy timing data,"B.

A stochastic geometric approach to sensor array processing,"B.

The Cauchy-Schwarz divergence for poisson point processes,"H.

On the sample complexity of sparse dictionary learning,"M.

Activity recognition using binary tree SVM,"S.

Masking schemes for image manifolds,"H.

Asymptotic inference for hidden process regression models,"H.

Soft systematic resampling for accurate posterior approximation and increased information retention in particle filtering,"P.

Sphere decoding inspired approximation method to compute the entropy of large Gaussian mixture distributions,"Su

Robust auxiliary particle filters using multiple importance sampling,"J.

Rao-Blackwellized particle filter for Markov modulated nonlinear dynamic systems,"S.

Sequential Monte Carlo samplers for marginal likelihood computation in multiplicative exponential noise models,"O.

On the sample complexity of subspace clustering with missing data,"D.

A sparsity based approach for acoustic room impulse response shortening,"L.

Continuous compressed sensing with a single or multiple measurement vectors,"Z.

Quasi-Equiangular Frames (QEFS): A new flexible configuration of frames,"H.

Autonomous information driven search for a diffusive source in an unknown structured environment,"B.

Music-based DOA estimation by oblique projection along the signal subspace,"A.

Multiplicative regression via constrained least squares,"D.

1-norm based nonparametric and semiparametric approaches for robust spectral analysis,"Y.

Multiple shift maximum element sequential matrix diagonalisation for parahermitian matrices,"J.

Performance analysis of Recursive Least Normalized Correlation Norms algorithm,"S.

Delay-Doppler average ambiguity function for array radar with stochastic signals,"G.

Shrinkage covariance matrix estimator applied to STAP detection,"F.

Regularized successive interference cancellation (SIC) under mismatched modeling,"J.

Robust bootstrap based observation classification for Kalman Filtering in harsh LOS/NLOS environments,"S.

Estimation under additive Cauchy-Gaussian noise using Markov chain Monte Carlo,"Y.

Terahertz radar imaging based on block sparse Bayesian learning framework,"R.

Constant turn model for converted Doppler measurement Kalman filter,"G.

DOA estimation in the presence of array imperfections: A sparse regularization parameter selection problem,"C.

Invariance of the distributions of normalized Gram matrices,"S.

MCMC methods for univariate exponential family models with intractable normalization constants,"D.

An improved Bayesian inversion method for the estimation of multimodal particle size distributions using multiangle Dynamic Light Scattering measurements,"A.

Orthogonal MCMC algorithms,"L.

Backward sequential Monte Carlo for marginal smoothing,"J.

Gossip-based distributed data fusion of empirical probability measures,"A.

New coherence and rip analysis for weak orthogonal matching pursuit,"M.

Sparse recovery on sphere via probabilistic compressed sensing,"Y.

Compressive parameter estimation with multiple measurement vectors via structured low-rank covariance estimation,"Y.

Complexity-adaptive universal signal estimation for compressed sensing,"J.

Performance analysis for matrix completion via iterative hard-thresholded SVD,"E.

Sparse posterior probability support vector machines,"D.

Blind estimation of MIMO relay channels,"C.

Outage optimal relay selection strategy using destination-based jamming for secure communication in amplify-and-forward relay networks,"S.

Semi-infinite quadratic programming approach to design FIR filter for PAPR reduction in OFDM system,"R.

Statistical analysis of multiple access interference in Rayleigh fading environment for MIMO CDMA systems,".

Robust Gaussian sum filtering with unknown noise statistics: Application to target tracking,"J.

Robust iteratively reweighted Lasso for sparse tensor factorizations,"H.

Improving model-based convolutive blind source separation techniques via bootstrap,"S.

Robust model order selection for ARMA models based on the bounded innovation propagation Ï"-estimator,"M.

Robust hypothesis testing with composite distances,"G.

Rare-event simulation for radar threshold estimation in heavy-tailed sea clutter,"J.

Statistical spatial resolution limit for ultrawideband MIMO noise radar,"X.

Joint transmitter waveform and receiver path optimization for target tracking by multistatic radar system,"N.

Sparse Bayesian SAR imaging of moving target via the EXCOV method,"W.

A search-and-revisit scanning policy to improve the detection rate in agile-beam radars,"E.

Analysis of two-dimensional spectrum for geosyncheronous SAR,"Z.

Asymptotic analysis of the generalized symmetric FastICA algorithm,"T.

Optimal variable step-size diffusion LMS algorithms,"S.

Upper-bounding BIAS errors in satellite navigation,"T.

The generalized Haar-Walsh transform,"J.

Learning a hierarchical dictionary for single-channel speech separation,"G.

Gaussian mixture models with class-dependent features for speech emotion recognition,"R.

Recognition of polyphase coded signals using time-frequency rate distribution,"L.

Simultaneous channel estimation and joint time-frequency domain crosstalk cancellation in multichannel personal audio systems,"H.

Energy-efficient coordinated beamforming in downlink OFDMA cellular networks,"L.

A novel pairing scheme to reduce error propagation in an amplify and forward multi-way relay network,"S.

Non-cooperative feedback control game under a sum feedback-rate constraint in MIMO broadcast channels,"S.

Radiolocation and tracking of automatic identification system signals,"F.

Bayesian calibration of the Schwartz-Smith Model adapted to the energy market,"S.

On the efficiency of an autonomous cyclic motion grading system,"S.

Cooperative sensor localisation in distributed fusion networks by exploiting non-cooperative targets,".

Notes:

Description based on publisher supplied metadata and other sources.

ISBN:

1-4799-4975-2