Search Results - "de Almeida, A L F"
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1
Tensor decompositions, alternating least squares and other tales
Published in Journal of chemometrics (01-07-2009)“…This work was originally motivated by a classification of tensors proposed by Richard Harshman. In particular, we focus on simple and multiple ‘bottlenecks’,…”
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Journal Article -
2
Double Khatri-Rao Space-Time-Frequency Coding Using Semi-Blind PARAFAC Based Receiver
Published in IEEE signal processing letters (01-05-2013)“…We first introduce a new class of tensor models for fourth-order tensors, referred to as "nested PARAFAC models." Then, we present a space-time-frequency (STF)…”
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3
Semi-blind receivers based on a coupled nested Tucker-PARAFAC model for dual-polarized MIMO systems using combined TST and MSMKron codings
Published in Digital signal processing (15-06-2023)“…Over the past two decades, tensor-based approaches have generated ever-increasing interest for designing multiple-input multiple-output (MIMO) communication…”
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4
Multiuser Detection for Uplink DS-CDMA Amplify-and-Forward Relaying Systems
Published in IEEE signal processing letters (01-07-2013)“…We consider the uplink of a cooperative DS-CDMA communication system, where each user communicates with the base station through a direct link and with the…”
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5
Unified Tensor Modeling for Blind Receivers in Multiuser Uplink Cooperative Systems
Published in IEEE signal processing letters (01-05-2012)“…In this letter, we present new blind receivers for uplink multiuser cooperative diversity systems. Considering amplify-and-forward (AF), fixed…”
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6
CONFAC Decomposition Approach to Blind Identification of Underdetermined Mixtures Based on Generating Function Derivatives
Published in IEEE transactions on signal processing (01-11-2012)“…This work proposes a new tensor-based approach to solve the problem of blind identification of underdetermined mixtures of complex-valued sources exploiting…”
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7
Blind Identification of Underdetermined Mixtures Based on the Characteristic Function: The Complex Case
Published in IEEE transactions on signal processing (01-02-2011)“…Blind identification of underdetermined mixtures can be addressed efficiently by using the second ChAracteristic Function (CAF) of the observations. Our…”
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8
MIMO Array Capacity Optimization Using a Genetic Algorithm
Published in IEEE transactions on vehicular technology (01-07-2011)“…This paper discusses the design of multiple-input-multiple-output (MIMO) antenna systems and proposes a genetic algorithm to obtain the position and…”
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9
Developing an Instrument for Assessment of Academic Management in Engineering Courses
Published in Revista IEEE América Latina (01-01-2015)“…Higher education in Brazil been expanding in recent years, although, one of the major problems encountered have been the evasion and failure rates in general…”
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10
Blind Receiver for Multi-Layered Space-Frequency Coded MIMO Schemes Based on Temporally Extended Linear Constellation Precoding
Published in 2011 IEEE Vehicular Technology Conference (VTC Fall) (01-09-2011)“…This work formulates a new receiver for the blind decoding of multi-layered space-frequency codes (MLSFC) in multiple input multiple output (MIMO) systems…”
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Conference Proceeding -
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Performance Evaluation of Mobile Phone Antennas in Physical MIMO Channels Using Polarized Spherical Harmonic Decomposition
Published in 2011 IEEE Vehicular Technology Conference (VTC Fall) (01-09-2011)“…Modern wireless communications systems fall on the use of multiple antennas at both link ends in order to achieve increased spectral efficiency and high data…”
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Conference Proceeding -
12
Capacity Evaluation of MIMO Antenna Systems Using Spherical Harmonics Expansion
Published in 2010 IEEE 72nd Vehicular Technology Conference - Fall (01-09-2010)“…Multiple input multiple output (MIMO) wireless communication systems have been intensely investigated in the past years. In order to understand the fundamental…”
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Conference Proceeding -
13
Using MIMO Techniques to Enhance Communication Among Static and Mobile Nodes in Wireless Sensor Networks
Published in 2013 IEEE 27th International Conference on Advanced Information Networking and Applications (AINA) (01-03-2013)“…Wireless sensor networks are evolving to hybridnetworks in which static and mobile sensor nodes cooperate in order to address challenging requirements imposed…”
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Conference Proceeding -
14
Improved Data-Aided Channel Estimation in LTE PUCCH Using a Tensor Modeling Approach
Published in 2010 IEEE International Conference on Communications (01-05-2010)“…In 3rd. Generation Partnership Project (3GPP) Long Term Evolution (LTE) systems, when no resources has been assigned in the uplink to a given user, the control…”
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Conference Proceeding -
15
MIMO Channel Characterization and Capacity Evaluation in an Outdoor Environment
Published in 2010 IEEE 72nd Vehicular Technology Conference - Fall (01-09-2010)“…In this paper, we perform an experimental MIMO wireless channel characterization in an outdoor environment. We use the data acquired during wideband channel…”
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Conference Proceeding -
16
Tensor-Based Modeling and Processing for Channel Estimation in Two-Hop V2X MIMO Systems
Published in 2019 IEEE Conference on Standards for Communications and Networking (CSCN) (01-10-2019)“…Efficient vehicle-to-everything (V2X) communications improve traffic safety, enable autonomous driving and help to reduce environmental impacts. To achieve…”
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Conference Proceeding -
17
A tensor decomposition approach to noninvasive atrial activity extraction in atrial fibrillation ECG
Published in 2015 23rd European Signal Processing Conference (EUSIPCO) (01-08-2015)“…Atrial fibrillation (AF), the most common arrhythmia in adults, is still considered as the last great frontier of cardiac electrophysiology, since its…”
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Conference Proceeding -
18
Distributed parafac based DS-CDMA blind receiver for wireless sensor networks
Published in 2010 IEEE 11th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) (01-06-2010)“…In this paper, we consider a collaborative scheme in wireless sensor networks where the multiple access protocol is a DS-CDMA one. When the receiver is…”
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Conference Proceeding -
19
A closed form solution to semi-blind joint symbol and channel estimation in MIMO-OFDM systems
Published in 2012 IEEE International Conference on Signal Processing, Communication and Computing (ICSPCC 2012) (01-08-2012)“…Due to the scarcity of the electromagnetic spectrum, multidimensional signaling schemes that take into account several signal dimensions such as space, time,…”
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Conference Proceeding -
20
Fourth-order CONFAC decomposition approach for blind identification of underdetermined mixtures
Published in 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO) (01-08-2012)“…We have recently proposed a second-order method for the blind identification of underdetermined mixtures that relies on the constrained factor (CONFAC)…”
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Conference Proceeding