Search Results - "Bordin, Claudio"
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1
Cooperative Parameter Estimation on the Unit Sphere Using a Network of Diffusion Particle Filters
Published in IEEE signal processing letters (2020)“…We introduce in this paper novel Bayesian distributed estimation algorithms for tracking the hidden state of a system that evolves on a spherical manifold. In…”
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2
Diffusion Particle Filtering on the Special Orthogonal Group Using Lie Algebra Statistics
Published in IEEE signal processing letters (2022)“…In this letter, we introduce new distributed diffusion algorithms to track a sequence of hidden random matrices that evolve on the special orthogonal group…”
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Digital Twin and Cyber-Physical System Integration in Commercial Vehicles: Latest Concepts, Challenges and Opportunities
Published in IEEE transactions on intelligent vehicles (01-04-2024)“…Digital Twins (DTs) and Cyber-Physical Systems (CPSs) have the potential to play a crucial role in creating intelligent, connected, and efficient commercial…”
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4
Distributed Bayesian Tracking on the Special Euclidean Group Using Lie Algebra Parametric Approximations
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04-06-2023)“…This paper proposes new distributed particle filters for tracking the state of a dynamic system that evolves on the Special Euclidean Group. The algorithms are…”
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Conference Proceeding -
5
Sequential Bayesian Algorithms for Identification and Blind Equalization of Unit-Norm Channels
Published in IEEE signal processing letters (01-11-2015)“…In many estimation problems of interest, the unknown parameters reside on spherical manifolds. As most common filtering algorithms assume that parameters have…”
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Cooperative Parameter Tracking on the Unit Sphere Using Distributed Adapt-Then-Combine Particle Filters and Parallel Transport
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06-06-2021)“…This paper introduces a new distributed Adapt-then-Combine (ATC) diffusion algorithm for cooperative tracking of an un-known state vector that evolves on the…”
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Conference Proceeding -
7
Particle Filtering on the Complex Stiefel Manifold with Application to Subspace Tracking
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01-05-2020)“…In this paper, we extend previous particle filtering methods whose states were constrained to the (real) Stiefel manifold to the complex case. The method is…”
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Conference Proceeding -
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Nonlinear distributed state estimation on the Stiefel manifold using diffusion particle filters
Published in Digital signal processing (15-04-2022)“…Many relevant problems in engineering demand the estimation of dynamic system states that are constrained to non-Euclidean spaces. Furthermore, it is generally…”
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Particle Filters for Joint Blind Equalization and Decoding in Frequency-Selective Channels
Published in IEEE transactions on signal processing (01-06-2008)“…This paper introduces new algorithms for joint blind equalization and decoding of convolutionally coded communication systems operating on frequency-selective…”
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10
Breathing Detection via a UWB Radar
Published in 2022 International Symposium on Antennas and Propagation (ISAP) (31-10-2022)“…This paper reports the acquisition of breathing signals using a commercial Ultra-wide band radar (5 to 11 GHz). In an indoor environment, the radar captures…”
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Conference Proceeding -
11
A particle filtering algorithm for cooperative blind equalization using VB parametric approximations
Published in 2010 IEEE International Conference on Acoustics, Speech and Signal Processing (01-03-2010)“…We introduce in this paper a new distributed sequential Monte Carlo (SMC) algorithm for blind equalization of frequency-selective broadcast channels. In the…”
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12
Broadband Diversity Antenna Array for UHF Digital TV
Published in 2022 International Symposium on Antennas and Propagation (ISAP) (31-10-2022)“…This article describes the design and test of a UHF broadband array antenna for applications in Digital Terrestrial TV Broadcasting (DTTB) TV 3.0 project…”
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13
Nonlinear state estimation on unit spheres using manifold particle filtering
Published in Digital signal processing (01-10-2018)“…In many applications in engineering, one is interested in tracking a dynamic system whose state evolves on a manifold. Solutions to such problems frequently…”
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14
Nonlinear State Estimation Using Particle Filters on the Stiefel Manifold
Published in ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01-05-2019)“…Many problems in statistical signal processing involve tracking the state of a dynamic system that evolves on a Stiefel manifold. To this aim, we introduce in…”
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Conference Proceeding -
15
Distributed Particle Filters for State Tracking on the Stiefel Manifold Using Tangent Space Statistics
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23-05-2022)“…This paper introduces a novel distributed diffusion algorithm for tracking the state of a dynamic system that evolves on the Stiefel manifold. To compress…”
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Conference Proceeding -
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Distributed Diffusion-Based Manifold Particle Filters for Orientation Estimation
Published in 2024 32nd European Signal Processing Conference (EUSIPCO) (26-08-2024)“…Determining orientation is a fundamental problem in fields such as robotics, computer vision, and autonomous driving. In three-dimensional space, orientations…”
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17
Consensus-based distributed particle filtering algorithms for cooperative blind equalization in receiver networks
Published in 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01-05-2011)“…We describe in this paper novel consensus-based distributed particle filtering algorithms which are applied to cooperative blind equalization of…”
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Conference Proceeding -
18
Distributed particle filtering for blind equalization in receiver networks using marginal non-parametric approximations
Published in 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01-05-2014)“…This paper introduces a novel distributed particle filtering algorithms for the blind equalization of frequency-selective channels in a setup where a single…”
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Conference Proceeding -
19
A new minimum-consensus distributed particle filter for blind equalization in receiver networks
Published in 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (01-05-2013)“…We describe in this paper a novel distributed particle filtering algorithm that performs blind equalization of frequency-selective channels in a setup with a…”
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Conference Proceeding -
20
Cooperative blind equalization of frequency-selective channels in sensor networks using decentralized particle filtering
Published in 2008 42nd Asilomar Conference on Signals, Systems and Computers (01-10-2008)“…We introduce in this paper new decentralized particle filtering algorithms suitable for blind equalization of frequency-selective communication channels. The…”
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Conference Proceeding