Antoni Morell

Orcid: 0000-0003-2249-8594

Affiliations:
  • Autonomous University of Barcelona, Department of Telecommunications and Systems Engineering


According to our database1, Antoni Morell authored at least 61 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Scheduled Sampling Training Framework for ANN-Based PID Control.
Proceedings of the 29th IEEE International Conference on Emerging Technologies and Factory Automation, 2024

2023
A Mutual-Information based Transfer Suitability Metric for Industrial Control.
Proceedings of the 28th IEEE International Conference on Emerging Technologies and Factory Automation, 2023

Deep Supervised Learning based Feature Extraction and PID tuning for Stable Second Order Mechanical Systems.
Proceedings of the 28th IEEE International Conference on Emerging Technologies and Factory Automation, 2023

2022
Transfer Learning Suitability Metric for ANN-based Industrial Controllers.
Proceedings of the 27th IEEE International Conference on Emerging Technologies and Factory Automation, 2022

2021
Transfer Learning in Wastewater Treatment Plant Control Design: From Conventional to Long Short-Term Memory-Based Controllers.
Sensors, 2021

Industrial Control under Non-Ideal Measurements: Data-Based Signal Processing as an Alternative to Controller Retuning.
Sensors, 2021

Transfer Learning Approach for the Design of Basic Control Loops in Wastewater Treatment Plants.
Proceedings of the 26th IEEE International Conference on Emerging Technologies and Factory Automation, 2021

2020
Denoising Autoencoders and LSTM-Based Artificial Neural Networks Data Processing for Its Application to Internal Model Control in Industrial Environments - The Wastewater Treatment Plant Control Case.
Sensors, 2020

Noisy Signals in Wastewater Treatment Plants data-driven control: Spectral Analysis approach for the design of ANN-IMC controllers.
Proceedings of the IEEE Conference on Industrial Cyberphysical Systems, 2020

Novel Imputation Method Using Average Code from Autoencoders in Clinical Data.
Proceedings of the 28th European Signal Processing Conference, 2020

Theoretical Tuning of the Autoencoder Bottleneck Layer Dimension: A Mutual Information-based Algorithm.
Proceedings of the 28th European Signal Processing Conference, 2020

Offline Training for Memristor-based Neural Networks.
Proceedings of the 28th European Signal Processing Conference, 2020

2019
ANN-Based Soft Sensor to Predict Effluent Violations in Wastewater Treatment Plants.
Sensors, 2019

Anchor selection for UWB indoor positioning.
Trans. Emerg. Telecommun. Technol., 2019

LSTM-Based Wastewater Treatment Plants Operation Strategies for Effluent Quality Improvement.
IEEE Access, 2019

Artificial Neural Networks Application to Support Plant Operation in the Wastewater Industry.
Proceedings of the Technological Innovation for Industry and Service Systems, 2019

Missing Data in Traffic Estimation: A Variational Autoencoder Imputation Method.
Proceedings of the IEEE International Conference on Acoustics, 2019

Data Preprocessing for ANN-based Industrial Time-Series Forecasting with Imbalanced Data.
Proceedings of the 27th European Signal Processing Conference, 2019

ANN-based Internal Model Control strategy applied in the WWTP industry.
Proceedings of the 24th IEEE International Conference on Emerging Technologies and Factory Automation, 2019

Novel Imputing Method and Deep Learning Techniques for Early Prediction of Sepsis in Intensive Care Units.
Proceedings of the 46th Computing in Cardiology, 2019

2018
Adaptive beaconing for RSU-based intersection assistance systems: Protocols analysis and enhancement.
Veh. Commun., 2018

VAIMA: A V2V based intersection traffic management algorithm.
Proceedings of the 14th Annual Conference on Wireless On-demand Network Systems and Services, 2018

Analysis of adaptive beaconing protocols for intersection assistance systems.
Proceedings of the 14th Annual Conference on Wireless On-demand Network Systems and Services, 2018

Knowledge extraction based on wavelets and DNN for classification of physiological signals: Arousals case.
Proceedings of the Computing in Cardiology, 2018

2017
A Review of Pedestrian Indoor Positioning Systems for Mass Market Applications.
Sensors, 2017

Autonomous Car Parking System through a Cooperative Vehicular Positioning Network.
Sensors, 2017

Trajectory prediction to avoid channel congestion in V2I communications.
Proceedings of the 28th IEEE Annual International Symposium on Personal, 2017

2016
Data Aggregation and Principal Component Analysis in WSNs.
IEEE Trans. Wirel. Commun., 2016

Advanced Pedestrian Positioning System to Smartphones and Smartwatches.
Sensors, 2016

IoT-Cloud Service Optimization in Next Generation Smart Environments.
IEEE J. Sel. Areas Commun., 2016

Cooperative interaction among multiple RPL instances in wireless sensor networks.
Comput. Commun., 2016

Ranging in UWB using commercial radio modules: Experimental validation and NLOS mitigation.
Proceedings of the International Conference on Indoor Positioning and Indoor Navigation, 2016

2015
Joint routing, channel allocation and power control for real-life wireless sensor networks.
Trans. Emerg. Telecommun. Technol., 2015

2014
Amplify-and-Forward Compressed Sensing as a Physical-Layer Secrecy Solution in Wireless Sensor Networks.
IEEE Trans. Inf. Forensics Secur., 2014

Novel Routing Approach for the TSCH Mode of IEEE 802.15.14e in Wireless Sensor Networks with Mobile Nodes.
Proceedings of the IEEE 80th Vehicular Technology Conference, 2014

Indoor pedestrian tracking system exploiting multiple receivers on the body.
Proceedings of the 2014 International Conference on Indoor Positioning and Indoor Navigation, 2014

Distance-based tuning of the EKF for indoor positioning in WSNs.
Proceedings of the 22nd European Signal Processing Conference, 2014

2013
Label switching over IEEE802.15.4e networks.
Trans. Emerg. Telecommun. Technol., 2013

Coupled-decompositions: exploiting primal-dual interactions in convex optimization problems.
EURASIP J. Adv. Signal Process., 2013

Conditional downsampling for energy-efficient communications in wireless sensor networks.
EURASIP J. Adv. Signal Process., 2013

Joint routing and transmission power control for Collection Tree Protocol in WSN.
Proceedings of the 24th IEEE Annual International Symposium on Personal, 2013

Cooperative Multi-tree Sleep Scheduling for Surveillance in Wireless Sensor Networks.
Proceedings of the 32th IEEE Military Communications Conference, 2013

Multi-tree routing for heterogeneous data traffic in wireless sensor networks.
Proceedings of IEEE International Conference on Communications, 2013

2012
A game theoretic power control scheme for femtocells under macro-user QoS constraint.
Proceedings of the 23rd IEEE International Symposium on Personal, 2012

Amplify-and-forward compressed sensing as a PHY-layer secrecy solution in wireless sensor networks.
Proceedings of the IEEE 7th Sensor Array and Multichannel Signal Processing Workshop, 2012

Navigation system for elderly care applications based on wireless sensor networks.
Proceedings of the 20th European Signal Processing Conference, 2012

2011
Optimal Rate Allocation in Cluster-Tree WSNs.
Sensors, 2011

Optimization of the amplify-and-forward in a wireless sensor network using compressed sensing.
Proceedings of the 19th European Signal Processing Conference, 2011

2010
ZERO: Probabilistic Routing for Deploy and Forget Wireless Sensor Networks.
Sensors, 2010

Generalizing CTP: Does Probabilistic Routing in WSN Make Sense?
Int. J. Distributed Sens. Networks, 2010

2009
Outage Probability versus Fairness Trade-off in Opportunistic Relay Selection with Outdated CSI.
EURASIP J. Wirel. Commun. Netw., 2009

Fair Adaptive Bandwidth and Subchannel Allocation in the WiMAX Uplink.
EURASIP J. Wirel. Commun. Netw., 2009

A Robust Relay Selection Strategy for Cooperative Systems with Outdated CSI.
Proceedings of the 69th IEEE Vehicular Technology Conference, 2009

2008
A Convex Decomposition Perspective on Dynamic Bandwidth Allocation and Applications.
PhD thesis, 2008

Cross-Layer Design of Dynamic Bandwidth Allocation in DVB-RCS.
IEEE Syst. J., 2008

Distributed algorithm for uplink scheduling in WiMAX networks.
Proceedings of the 5th International ICST Conference on Broadband Communications, 2008

2007
Computationally Efficient Cross-Layer Algorithm for Fair Dynamic Bandwidth Allocation.
Proceedings of the 16th International Conference on Computer Communications and Networks, 2007

2006
Algorithm for Fair Bandwidth Allocation with QoS Constraints in DVB-S2/RCS.
Proceedings of the Global Telecommunications Conference, 2006. GLOBECOM '06, San Francisco, CA, USA, 27 November, 2006

Joint Time Slot Optimization and Fair Bandwidth Allocation for DVB-RCS Systems.
Proceedings of the Global Telecommunications Conference, 2006. GLOBECOM '06, San Francisco, CA, USA, 27 November, 2006

2005
Fuzzy inference based robust beamforming.
Signal Process., 2005

Neuro-fuzzy Logic in Signal Processing for Communications: From Bits to Protocols.
Proceedings of the Nonlinear Analyses and Algorithms for Speech Processing, 2005


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