Spectral information of EEG signals with respect to epilepsy classification
The spectral information of the EEG signal with respect to epilepsy is examined in this study.
Citation: EURASIP Journal on Advances in Signal Processing 2019 2019:10
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The spectral information of the EEG signal with respect to epilepsy is examined in this study.
Citation: EURASIP Journal on Advances in Signal Processing 2019 2019:10
It has been pointed out that the nonlinear spline adaptive filter (SAF) is appealing for modeling nonlinear systems with good performance and low computational burden. This paper proposes a normalized least M-...
Citation: EURASIP Journal on Advances in Signal Processing 2019 2019:8
Time difference of arrival (TDOA) localization does not require time stamping of the source signal and is playing an increasingly important role in passive location. In addition to measurement noise, receiver ...
Citation: EURASIP Journal on Advances in Signal Processing 2019 2019:7
Segmentation and denoising of signals often rely on the polynomial model which assumes that every segment is a polynomial of a certain degree and that the segments are modeled independently of each other. Segm...
Citation: EURASIP Journal on Advances in Signal Processing 2019 2019:6
Robust and efficient feature extraction is critical for high-resolution range profile (HRRP)-based radar automatic target recognition (RATR). In order to explore the correlation between range cells and extract...
Citation: EURASIP Journal on Advances in Signal Processing 2019 2019:5
In this paper, we propose an energy-efficient resource allocation (RA) algorithm in cognitive radio-enabled 5th generation (5G) systems, where the scenario including one primary system and multiple secondary c...
Citation: EURASIP Journal on Advances in Signal Processing 2019 2019:4
This paper considers the link prediction problem defined over a signed social network, where the relationship between any two network users can be either positive (friends) or negative (foes). Given a portion ...
Citation: EURASIP Journal on Advances in Signal Processing 2019 2019:3
Wideband signals are expected to be used to achieve the required quality of service (QoS) in the next generation of wireless communications, civil and military radar, and many wireless sensor network (WSN) sce...
Citation: EURASIP Journal on Advances in Signal Processing 2019 2019:2
In this paper, we discuss distributed optimization over directed graphs, where doubly stochastic weights cannot be constructed. Most of the existing algorithms overcome this issue by applying push-sum consensu...
Citation: EURASIP Journal on Advances in Signal Processing 2019 2019:1
A novel direction-finding method is proposed for bistatic multiple-input-multiple-output (MIMO) radar in the impulse noise in this paper. The method has the capacity to suppress the impulse noise by means of i...
Citation: EURASIP Journal on Advances in Signal Processing 2018 2018:75
The adaptive Fourier decomposition (AFD) uses an adaptive basis instead of a fixed basis in the rational analytic function and thus achieves a fast energy convergence rate. At each decomposition level, an impo...
Citation: EURASIP Journal on Advances in Signal Processing 2018 2018:74
The present work introduces the hybrid consensus alternating direction method of multipliers (H-CADMM), a novel framework for optimization over networks which unifies existing distributed optimization approaches,...
Citation: EURASIP Journal on Advances in Signal Processing 2018 2018:73
In the image acquisition process, important information in an image can be lost due to noise, occlusion, or even faulty image sensors. Therefore, we often have images with missing and/or corrupted pixels. In t...
Citation: EURASIP Journal on Advances in Signal Processing 2018 2018:72
Many physical and engineered systems (e.g., smart grid, autonomous vehicles, and robotic systems) that are observed and controlled over a communication/cyber infrastructure can be efficiently modeled as stocha...
Citation: EURASIP Journal on Advances in Signal Processing 2018 2018:71
Backscatter communication is widely adopted for radio-frequency identification (RFID). Recently, the possibility of localizing passive tags or readers, exploiting phase measurements from backscatter signals, r...
Citation: EURASIP Journal on Advances in Signal Processing 2018 2018:70
One important issue in radar jamming is the effect of inaccuracies in the radar position, which leads to a number of false targets entering the reference window of the constant false alarm ratio (CFAR) detecto...
Citation: EURASIP Journal on Advances in Signal Processing 2018 2018:69
Following publication of the original article [1], the author noticed that the equation on page 9, right column, 14th line from the bottom was incorrect. The correct equation is mentioned below.
Citation: EURASIP Journal on Advances in Signal Processing 2018 2018:68
We consider the problem of distributed representation of signals in sensor networks, where sensors exchange quantized information with their neighbors. The signals of interest are assumed to have a sparse repr...
Citation: EURASIP Journal on Advances in Signal Processing 2018 2018:67
The paper addresses design and analysis of communication-efficient distributed algorithms for solving weighted non-linear least squares problems in multi-agent networks. Communication efficiency is highly relevan...
Citation: EURASIP Journal on Advances in Signal Processing 2018 2018:66
In order to simultaneously improve system performance and resource utilization of distributed multiple-input multiple-output (MIMO) radar systems, a joint resource allocation method is proposed to address the ...
Citation: EURASIP Journal on Advances in Signal Processing 2018 2018:65
This paper deals with the joint direction-of-arrival (DOA) and direction-of-departure (DOD) estimation when the uncorrelated and coherent (i.e., fully correlated) narrowband signals coexist in multiple-input m...
Citation: EURASIP Journal on Advances in Signal Processing 2018 2018:64
One of the demands of the next-generation wireless communication systems is being supportive to asynchronous traffic types. In order to meet this demand, many waveform candidates for next-generation wireless c...
Citation: EURASIP Journal on Advances in Signal Processing 2018 2018:63
With the rapid development of information technology, the sizes of digital libraries become larger and larger. How to quickly and effectively search the desired images in huge digital libraries becomes the cha...
Citation: EURASIP Journal on Advances in Signal Processing 2018 2018:62
Indoor location identification and navigation need to be as simple, seamless, and ubiquitous as its outdoor GPS-based counterpart is. It would be of great convenience to the mobile user to be able to continue ...
Citation: EURASIP Journal on Advances in Signal Processing 2018 2018:61
In target tracking applications where an over-the-horizon radar (OTHR) is used to gather measurements, one target may generate more than one measurement at each scan due to the multi-path propagation effect. H...
Citation: EURASIP Journal on Advances in Signal Processing 2018 2018:60
Statistically inferred time-warping functions are proposed for transforming data exhibiting irregular statistical cyclicity (ISC) into data exhibiting regular statistical cyclicity (RSC). This type of transfor...
Citation: EURASIP Journal on Advances in Signal Processing 2018 2018:59
An adaptive combination constrained proportionate normalized maximum correntropy criterion (ACC-PNMCC) algorithm is proposed for sparse multi-path channel estimation under mixed Gaussian noise environment. The...
Citation: EURASIP Journal on Advances in Signal Processing 2018 2018:58
Periodic/aperiodic sequences with low autocorrelation sidelobes are widely used in many fields, such as communication and radar systems. Besides the correlation property, the frequency stopband property is oft...
Citation: EURASIP Journal on Advances in Signal Processing 2018 2018:57
The aim of this paper is to develop strategies to estimate the sparsity degree of a signal from compressive projections, without the burden of recovery. We consider both the noise-free and the noisy settings, ...
Citation: EURASIP Journal on Advances in Signal Processing 2018 2018:56
The classical Kalman smoother recursively estimates states over a finite time window using all observations in the window. In this paper, we assume that the parameters characterizing the second-order statistic...
Citation: EURASIP Journal on Advances in Signal Processing 2018 2018:55
Optimal transport as a loss for machine learning optimization problems has recently gained a lot of attention. Building upon recent advances in computational optimal transport, we develop an optimal transport ...
Citation: EURASIP Journal on Advances in Signal Processing 2018 2018:53
Detecting abnormal events in crowded scenes is an important but challenging task in computer vision. Contextual information is useful for discovering salient events in scenes; however, it cannot be characteriz...
Citation: EURASIP Journal on Advances in Signal Processing 2018 2018:54
In this paper, we have proposed an application of sparse-based morphological component analysis (MCA) to address the problem of classification of the epileptic seizure using time series electroencephalogram (E...
Citation: EURASIP Journal on Advances in Signal Processing 2018 2018:52
For smart living applications, personal identification as well as behavior and emotion detection becomes more and more important in our daily life. For identity classification and facial expression detection, ...
Citation: EURASIP Journal on Advances in Signal Processing 2018 2018:51
Identification of the co-frequency interference is a common problem in wireless digital communication systems. The high-order statistics (HOS) feature based on cumulants is a widely adopted solution. However, ...
Citation: EURASIP Journal on Advances in Signal Processing 2018 2018:50
This paper addresses the use of channel state information (CSI) for Long Term Evolution (LTE) signal fingerprinting localization. In particular, the paper proposes a novel CSI-based signal fingerprinting appro...
Citation: EURASIP Journal on Advances in Signal Processing 2018 2018:49
With the evolving Internet of Things, location-based services have recently become very popular. For modern wireless sensor networks (WSNs), ubiquitous positioning is elementary. Hence, the demand of everlasti...
Citation: EURASIP Journal on Advances in Signal Processing 2018 2018:48
Distributed radars have the potential to combine coherently for achieving a high signal-to-noise ratio (SNR) while maintaining a moderate antenna size. The key to coherently combining multiple radars is obtain...
Citation: EURASIP Journal on Advances in Signal Processing 2018 2018:47
In this paper, we propose a new method for support detection and estimation of sparse and approximately sparse signals from compressed measurements. Using a double Laplace mixture model as the parametric repre...
Citation: EURASIP Journal on Advances in Signal Processing 2018 2018:46
Sequential convex combinations of multiple adaptive lattice filters using different exponential weighting factors in cognitive radio (CR) channel identification framework have been considered in this presentat...
Citation: EURASIP Journal on Advances in Signal Processing 2018 2018:45
In device-free radio frequency (RF) body occupancy inference systems, RF signals encode information (e.g., body location, posture, activity) about moving targets (not instrumented) that alter the radio propaga...
Citation: EURASIP Journal on Advances in Signal Processing 2018 2018:44
When designing new solutions for Low-Power Wide-Area (LPWA) networks, coexistence and integration into existing 4G frameworks should be considered to ease the deployment procedure and reduce costs. In a previo...
Citation: EURASIP Journal on Advances in Signal Processing 2018 2018:43
Next wireless generation mobile networks will be composed of a large number of antennas at the base station (BS), which is known as massive multiple input multiple output (MIMO). Thanks to this technology, the...
Citation: EURASIP Journal on Advances in Signal Processing 2018 2018:42
Using discrete wavelet transform (DWT) in high-speed signal processing applications imposes a high degree of caution to hardware resource availability, latency and power consumption. In this paper, we investig...
Citation: EURASIP Journal on Advances in Signal Processing 2018 2018:41
The reconstruction of azimuth signal in multichannel synthetic aperture radar (SAR) for high-resolution and wide-swath (HRWS) imaging requires exact steering vectors. The information of ambiguities and system ...
Citation: EURASIP Journal on Advances in Signal Processing 2018 2018:40
Photoacoustics is a hybrid modality used to image biological tissues. As optical absorption of tissues depends on the wavelength of the transmitted light, multispectral photoacoustic datasets can be obtained b...
Citation: EURASIP Journal on Advances in Signal Processing 2018 2018:39
Direct position determination (DPD) methods are known to have many advantages over the traditional two-step localization method, especially for low signal-to-noise ratios (SNR) and/or short data records. Howev...
Citation: EURASIP Journal on Advances in Signal Processing 2018 2018:38
The high efficiency video coding (HEVC) standard supports a flexible coding tree unit (CTU) partitioning structure, and thus coding efficiency is improved significantly. However, the use of this technique inev...
Citation: EURASIP Journal on Advances in Signal Processing 2018 2018:37
Selecting an optimal importance density and ensuring optimal particle weights are central challenges in particle-based filtering. In this paper, we provide a two-step procedure to learn importance densities fo...
Citation: EURASIP Journal on Advances in Signal Processing 2018 2018:36
Millimeter wave (mmWave) technology is expected to be a major component of 5G wireless networks. Ultra-wide bandwidths of mmWave signals and the possibility of utilizing large number of antennas at the transmi...
Citation: EURASIP Journal on Advances in Signal Processing 2018 2018:35
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