Marko Beko

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 108

Top Venues

Sensors

DoCEIS

IEEE Access

J. Sens. Actuator Networks

Publications

Milos S. Stankovic, Marko Beko, Srdjan S. Stankovic
Distributed Multi-Agent Gradient Based Q-Learning with Linear Function Approximation. ECC (2024)
Slavisa Tomic, Marko Beko
Trustworthy Target Localization via ADMM in the Presence of Malicious Nodes. IEEE Trans. Veh. Technol. 73 (5) (2024)
Slavisa Tomic, Marko Beko
A Min-Max Optimization-Based Approach for Secure Localization in Wireless Networks. IEEE Trans. Veh. Technol. 73 (3) (2024)
Slavisa Tomic, João Pedro Matos-Carvalho, Marko Beko
A Closed-form Solution for Weight Optimization in Fully-connected Feed-forward Neural Networks. CoRR (2024)
Tijana Devaja, Milica I. Petkovic, Chao Wang, Marko Beko, Dejan Vukobratovic
On Error Probability Analysis of Short-Packet Communications in Massive Internet of Things. IEEE Access 12 (2024)
Tijana Devaja, Milica I. Petkovic, Marko Beko, Dejan Vukobratovic
Performance Analysis of UAV-Assisted RF-UOWC Systems. CoRR (2024)
Ricardo Serras Santos, João P. Matos-Carvalho, Slavisa Tomic, Marko Beko, Carlos T. Calafate
Convolutional Neural Networks for Autonomous UAV Navigation in GPS-Denied Environments. DoCEIS (2024)
Cedomir Stefanovic, Marko Beko, Dejan Vukobratovic
On the performance of the free-access tree algorithm with MPR, SIC, and single-slot memory. Ad Hoc Networks 156 (2024)
Chathuranga M. Wijerathna Basnayaka, Dushantha Nalin K. Jayakody, Tharindu D. Ponnimbaduge Perera, Marko Beko
DataAge: Age of Information in SWIPT-Driven Short Packet IoT Wireless Communications. IEEE Internet Things J. 11 (16) (2024)
Ricardo Serras Santos, Nuno Fachada, João Pedro Matos-Carvalho, Slavisa Tomic, Marko Beko
AutoNAV: A Python package for simulating UAV navigation in satellite-less environments. SoftwareX 27 (2024)
Rogério Pereira Dos Santos, Nuno Fachada, Marko Beko, Valderi R. Q. Leithardt
A Rapid Review on the Use of Free and Open Source Technologies and Software Applied to Precision Agriculture Practices. J. Sens. Actuator Networks 12 (2) (2023)
Mohammad Furqan Ali, Dushantha Nalin K. Jayakody, Marko Beko, Sérgio D. Correia
Performance Evaluation of Vertical VLC Link in Mixed Water Mediums. CIoT (2023)
Rogério Pereira Dos Santos, Marko Beko, Valderi R. Q. Leithardt
Package Proposal for Data Pre-Processing for Machine Learning Applied to Precision Irrigation. CIoT (2023)
Chathuranga M. Wijerathna Basnayaka, Dushantha Nalin K. Jayakody, Marko Beko
Semantics-Empowered UAV-assisted Wireless Communication System for Wildfire Detection. CAMAD (2023)
Waheed Ullah, Dushantha Nalin K. Jayakody, Fengfan Yang, Marko Beko
Adaptive Group Based Symbol Flipping Decoding Algorithm. VTC2023-Spring (2023)
Maja Lakicevic Zaric, Andjela Draganic, Irena Orovic, Marko Beko, Srdjan S. Stankovic
Combining Gradient-Based and Thresholding Methods for Improved Signal Reconstruction Performance. J. Signal Process. Syst. 95 (5) (2023)
Milos S. Stankovic, Marko Beko, Nemanja Ilic, Srdjan S. Stankovic
Multi-agent off-policy actor-critic algorithm for distributed multi-task reinforcement learning. Eur. J. Control 74 (2023)
Srdjan Sobot, Milan Lukic, Dusan Bortnik, Vladimir Nikic, Brena Kelly Sousa Lima, Marko Beko, Dejan Vukobratovic
Two-Tier UAV-based Low Power Wide Area Networks: A Testbed and Experimentation Study. CIoT (2023)
Tijana Devaja, Milica I. Petkovic, Andrea Munari, Federico Clazzer, Marko Beko, Dejan Vukobratovic
Massive Machine-Type Communications via Hybrid OWC/RF Networks in Finite Block-Length Regime. WCNC (2023)
Milos Brajovic, Irena Orovic, Marko Beko, Srdjan Stankovic
Reconstruction of signals with sparse representation in optimally dilated Hermite basis. Signal Image Video Process. 17 (6) (2023)
Milos S. Stankovic, Marko Beko, Srdjan S. Stankovic
Distributed consensus-based multi-agent temporal-difference learning. Autom. 151 (2023)
Srdjan Sobot, Milan Lukic, Dusan Bortnik, Vladimir Nikic, Brena Kelly Sousa Lima, Marko Beko, Dejan Vukobratovic
Two-Tier UAV-based Low Power Wide Area Networks: A Testbed and Experimentation Study. CoRR (2023)
Akashkumar Rajaram, João Guerreiro, Rui Dinis, Dushantha Nalin K. Jayakody, Marko Beko
Optimum Performance Analysis and Receiver Design for OFDM-Based Frequency-Splitting SWIPT With Strong Nonlinear Effects. IEEE Internet Things J. 10 (23) (2023)
Ricardo Santos, João P. Matos-Carvalho, Slavisa Tomic, Marko Beko, Sérgio D. Correia
A Hybrid LSTM-based Neural Network for Satellite-less UAV Navigation. CIoT (2023)
Brena Kelly Sousa Lima, Rui Dinis, Daniel Benevides da Costa, Marko Beko, Rodolfo Oliveira, Rui Vigelis, Mérouane Debbah
Rate-Splitting Multiple Access Networks Assisted by Aerial Intelligent Reflecting Surfaces. LATINCOM (2022)
Milos S. Stankovic, Marko Beko, Srdjan S. Stankovic
Distributed Actor-Critic Learning Using Emphatic Weightings. CoDIT (2022)
Milos S. Stankovic, Marko Beko, Srdjan S. Stankovic
Convergent Distributed Actor-Critic Algorithm Based on Gradient Temporal Difference. EUSIPCO (2022)
João Fé, Sérgio D. Correia, Slavisa Tomic, Marko Beko
Swarm Optimization for Energy-Based Acoustic Source Localization: A Comprehensive Study. Sensors 22 (5) (2022)
Ricardo Santos, João Pedro Matos-Carvalho, Slavisa Tomic, Marko Beko
WLS algorithm for UAV navigation in satellite-less environments. IET Wirel. Sens. Syst. 12 (3-4) (2022)
Brena Kelly Sousa Lima, Rui Dinis, Daniel Benevides da Costa, Rodolfo Oliveira, Marko Beko
User Pairing and Power Allocation for UAV-NOMA Systems Based on Multi-Armed Bandit Framework. IEEE Trans. Veh. Technol. 71 (12) (2022)
Milos S. Stankovic, Marko Beko, Nemanja Ilic, Srdjan S. Stankovic
Multi-Agent Actor-Critic Multitask Reinforcement Learning based on GTD(1) with Consensus. CDC (2022)
Slavisa Tomic, Marko Beko
Detecting Distance-Spoofing Attacks in Arbitrarily-Deployed Wireless Networks. IEEE Trans. Veh. Technol. 71 (4) (2022)
Priyashantha Tennakoon, Samikkannu Rajkumar, Dushantha Nalin K. Jayakody, Marko Beko
CoMP Based Delta-OMA Scheme for Visible Light Communications. VTC Fall (2022)
André Vong, João Pedro Matos-Carvalho, Dário Pedro, Slavisa Tomic, Marko Beko, Fábio Azevedo, Sérgio D. Correia, André Mora
Open-Source Mapping Method Applied to Thermal Imagery. SAI (1) (2022)
Tijana Devaja, Milica I. Petkovic, Andrea Munari, Federico Clazzer, Marko Beko, Dejan Vukobratovic
Massive Machine-Type Communications via Hybrid OWC/RF Networks. CSNDSP (2022)
Vishaka Basnayake, Hakim Mabed, Dushantha Nalin K. Jayakody, Philippe Canalda, Marko Beko
Adaptive Emergency Call Service for Disaster Management. J. Sens. Actuator Networks 11 (4) (2022)
Sérgio D. Correia, Slavisa Tomic, Marko Beko
A Feed-Forward Neural Network Approach for Energy-Based Acoustic Source Localization. J. Sens. Actuator Networks 10 (2) (2021)
Brena K. S. Lima, Daniel Benevides da Costa, Rodolfo Oliveira, Rui Dinis, Marko Beko, Ugo Silva Dias
Power Allocation, Relay Selection, and User Pairing for Cooperative NOMA Systems with Rate Fairness. VTC Spring (2021)
Andjela Draganic, Irena Orovic, Marko Beko, Srdjan Stankovic
Seismic Data Recovery From a Reduced Set of Measurements. SoftCOM (2021)
Arielle Verri Lucca, Guilherme A. M. Sborz, Valderi R. Q. Leithardt, Marko Beko, César Albenes Zeferino, Wemerson Delcio Parreira
A Review of Techniques for Implementing Elliptic Curve Point Multiplication on Hardware. J. Sens. Actuator Networks 10 (1) (2021)
Irena Orovic, Srdjan S. Stankovic, Marko Beko
Multi-base compressive sensing procedure with application to ECG signal reconstruction. EURASIP J. Adv. Signal Process. 2021 (1) (2021)
Milos S. Stankovic, Marko Beko, Srdjan S. Stankovic
Distributed Value Function Approximation for Collaborative Multiagent Reinforcement Learning. IEEE Trans. Control. Netw. Syst. 8 (3) (2021)
Sérgio D. Correia, João Fé, Slavisa Tomic, Marko Beko
Erratum: Correia, S.D., et al. Development of a Test-Bench for Evaluating the Embedded Implementation of the Improved Elephant Herding Optimization Algorithm Applied to Energy-Based Acoustic Localization. Computers 2020, 9, 87. Comput. 10 (4) (2021)
João Pedro Matos-Carvalho, Ricardo Santos, Slavisa Tomic, Marko Beko
GTRS-Based Algorithm for UAV Navigation in Indoor Environments Employing Range Measurements and Odometry. IEEE Access 9 (2021)
Pedro Viegas, Hugo Serra, João Guerreiro, Ricardo Madeira, David Borges, Rui Dinis, Paulo Montezuma, João Pedro Oliveira, Luís Miguel Campos, Marko Beko
A Novel Highly-Efficient Amplification Scheme for Wireless Communications in a CathLab Environment. IEEE Access 9 (2021)
Milos S. Stankovic, Marko Beko, Srdjan S. Stankovic
Distributed Consensus-Based Multi-Agent Off-Policy Temporal-Difference Learning. CDC (2021)
Gilson Augusto Helfer, Jorge Luis Victória Barbosa, Douglas Alves, Adilson Ben da Costa, Marko Beko, Valderi Reis Quietinho Leithardt
Multispectral Cameras and Machine Learning Integrated into Portable Devices as Clay Prediction Technology. J. Sens. Actuator Networks 10 (3) (2021)
Leandro Pinto Fava, João Carlos Furtado, Gilson Augusto Helfer, Jorge Luis Victória Barbosa, Marko Beko, Sérgio Duarte Correia, Valderi Reis Quietinho Leithardt
A Multi-Start Algorithm for Solving the Capacitated Vehicle Routing Problem with Two-Dimensional Loading Constraints. Symmetry 13 (9) (2021)
Marcelo Salgueiro Costa, Slavisa Tomic, Marko Beko
An SOCP Estimator for Hybrid RSS and AOA Target Localization in Sensor Networks. Sensors 21 (5) (2021)
Sérgio D. Correia, João Fé, Slavisa Tomic, Marko Beko
Drones as Sound Sensors for Energy-Based Acoustic Tracking on Wildfire Environments. IFIPIoT (2021)
Milos Brajovic, Irena Orovic, Marko Beko, Srdjan Stankovic
Parameter optimization of orthogonal discrete Hermite transform formed using eigenvectors of a symmetric tridiagonal matrix. Digit. Signal Process. 117 (2021)
Marko Beko, Slavisa Tomic
Toward Secure Localization in Randomly Deployed Wireless Networks. IEEE Internet Things J. 8 (24) (2021)
Dejan Dasic, Nemanja Ilic, Miljan Vucetic, Miroslav Peric, Marko Beko, Milos S. Stankovic
Distributed Spectrum Management in Cognitive Radio Networks by Consensus-Based Reinforcement Learning. Sensors 21 (9) (2021)
David Borges, Akashkumar Rajaram, Paulo Montezuma, Rui Dinis, Marko Beko
Nonlinear Distortion Effects in Secure Energy Efficient MIMO Systems. CSNDSP (2020)
Sérgio D. Correia, João Fé, Slavisa Tomic, Marko Beko
Development of a Test-Bench for Evaluating the Embedded Implementation of the Improved Elephant Herding Optimization Algorithm Applied to Energy-Based Acoustic Localization. Comput. 9 (4) (2020)
Slavisa Tomic, Marko Beko
Special Issue: Localization in Wireless Sensor Networks. J. Sens. Actuator Networks 9 (1) (2020)
Lazar Berbakov, Goran Dimic, Marko Beko, Jelena Vasiljevic, Zeljko Stojkovic
Collaborative Data Transmission in Wireless Sensor Networks. IEEE Access 8 (2020)
Slavisa Tomic, Marko Beko, Milan Tuba
Exploiting Orientation Information to Improve Range-Based Localization Accuracy. IEEE Access 8 (2020)
Akashkumar Rajaram, David Borges, Paulo Montezuma, Rui Dinis, Dushantha Nalin K. Jayakody, Marko Beko
Joint Channel and Information Estimation on Symbol Decomposition-Based Secure Point-to-Point Communications. DoCEIS (2020)
Sérgio D. Correia, Marko Beko, Slavisa Tomic, Luís Alberto da Silva Cruz
Energy-Based Acoustic Localization by Improved Elephant Herding Optimization. IEEE Access 8 (2020)
Akashkumar Rajaram, Rui Dinis, João Madeira, Dushantha Nalin K. Jayakody, Marko Beko
Performance Evaluation of Nonlinear Effects in Frequency-Splitting SWIPT Signals. VTC Spring (2020)
Milos S. Stankovic, Marko Beko, Srdjan S. Stankovic
Distributed Value Function Approximation for Collaborative Multi-Agent Reinforcement Learning. CoRR (2020)
Dejan Dasic, Miljan Vucetic, Miroslav Peric, Marko Beko, Milos S. Stankovic
Cooperative Multi-Agent Reinforcement Learning for Spectrum Management in IoT Cognitive Networks. WIMS (2020)
Stefan Vujovic, Andjela Draganic, Maja Lakicevic Zaric, Irena Orovic, Milos Dakovic, Marko Beko, Srdjan Stankovic
Sparse Analyzer Tool for Biomedical Signals. Sensors 20 (9) (2020)
Slavisa Tomic, Marko Beko
A Geometric Approach for Distributed Multi-Hop Target Localization in Cooperative Networks. IEEE Trans. Veh. Technol. 69 (1) (2020)
Srdjan S. Stankovic, Marko Beko, Milos S. Stankovic
Nonlinear robustified stochastic consensus seeking. Syst. Control. Lett. 139 (2020)
Srdjan S. Stankovic, Marko Beko, Milos S. Stankovic
Robust Nonlinear Consensus Seeking. CDC (2019)
Slavisa Tomic, Marko Beko
A Robust NLOS Bias Mitigation Technique for RSS-TOA-Based Target Localization. IEEE Signal Process. Lett. 26 (1) (2019)
Srdjan S. Stankovic, Marko Beko, Milos S. Stankovic
A Robust Consensus Seeking Algorithm. EUROCON (2019)
Slavisa Tomic, Marko Beko, Rui Dinis, Paulo Montezuma
Estimating Directional Data From Network Topology for Improving Tracking Performance. J. Sens. Actuator Networks 8 (2) (2019)
Slavisa Tomic, Marko Beko
Target Localization via Integrated and Segregated Ranging Based on RSS and TOA Measurements. Sensors 19 (2) (2019)
Eva Tuba, Raka Jovanovic, Dejan Zivkovic, Marko Beko, Milan Tuba
Clustering Algorithm Optimized by Brain Storm Optimization for Digital Image Segmentation. ISDFS (2019)
Ivana Strumberger, Eva Tuba, Miodrag Zivkovic, Nebojsa Bacanin, Marko Beko, Milan Tuba
Dynamic Search Tree Growth Algorithm for Global Optimization. DoCEIS (2019)
Slavisa Tomic, Marko Beko, Milan Tuba
A Linear Estimator for Network Localization Using Integrated RSS and AOA Measurements. IEEE Signal Process. Lett. 26 (3) (2019)
Pedro A. R. S. Costa, Marko Beko
Dependable and Secure Voting Mechanism in Edge Computing. Future Internet 11 (12) (2019)
Dário Pedro, Slavisa Tomic, Luís Bernardo, Marko Beko, Rodolfo Oliveira, Rui Dinis, Paulo Pinto, Pedro Amaral
Algorithms for Estimating the Location of Remote Nodes Using Smartphones. IEEE Access 7 (2019)
Slavisa Tomic, Marko Beko, Rui Dinis
Hybrid RSS/AoA-Based Target Localization and Tracking in Wireless Sensor Networks. DoCEIS (2018)
Eva Tuba, Raka Jovanovic, Marko Beko, Antonio J. Tallón-Ballesteros, Milan Tuba
Bare Bones Fireworks Algorithm for Medical Image Compression. IDEAL (2) (2018)
Ivana Strumberger, Eva Tuba, Nebojsa Bacanin, Marko Beko, Milan Tuba
Modified and Hybridized Monarch Butterfly Algorithms for Multi-Objective Optimization. HIS (2018)
Slavisa Tomic, Marko Beko, Rui Dinis, Luís Bernardo
On Target Localization Using Combined RSS and AoA Measurements. Sensors 18 (4) (2018)
Sérgio D. Correia, Marko Beko, Luís Alberto da Silva Cruz, Slavisa Tomic
Elephant Herding Optimization for Energy-Based Localization. Sensors 18 (9) (2018)
Ivana Strumberger, Marko Beko, Milan Tuba, Miroslav Minovic, Nebojsa Bacanin
Elephant Herding Optimization Algorithm for Wireless Sensor Network Localization Problem. DoCEIS (2018)
Kenan Turbic, Luís M. Correia, Marko Beko
A Mobility Model for Wearable Antennas on Dynamic Users. IEEE Access 6 (2018)
Ivana Strumberger, Eva Tuba, Nebojsa Bacanin, Marko Beko, Milan Tuba
Hybridized Artificial Bee Colony Algorithm for Constrained Portfolio Optimization Problem. CEC (2018)
Slavisa Tomic, Marko Beko, Milan Tuba, Victor M. Franco Correia
Target Localization in NLOS Environments Using RSS and TOA Measurements. IEEE Wirel. Commun. Lett. 7 (6) (2018)
Dário Pedro, Slavisa Tomic, Luís Bernardo, Marko Beko, Rodolfo Oliveira, Rui Dinis, Paulo Pinto
Localization of Static Remote Devices Using Smartphones. VTC Spring (2018)
Ivana Strumberger, Eva Tuba, Nebojsa Bacanin, Marko Beko, Milan Tuba
Wireless Sensor Network Localization Problem by Hybridized Moth Search Algorithm. IWCMC (2018)
Slavisa Tomic, Marko Beko, Rodolfo Oliveira, Luís Bernardo, Nebojsa Bacanin, Milan Tuba
On Hybrid RSS/TOA Target Localization in NLOS Environments. IWCMC (2018)
Milos S. Stankovic, Srdjan S. Stankovic, Karl Henrik Johansson, Marko Beko, Luis M. Camarinha-Matos
On Consensus-Based Distributed Blind Calibration of Sensor Networks. Sensors 18 (11) (2018)
Slavisa Tomic, Marko Beko
Exact Robust Solution to TW-ToA-Based Target Localization Problem With Clock Imperfections. IEEE Signal Process. Lett. 25 (4) (2018)
Slavisa Tomic, Marko Beko
A bisection-based approach for exact target localization in NLOS environments. Signal Process. 143 (2018)
Ivana Strumberger, Eva Tuba, Nebojsa Bacanin, Marko Beko, Milan Tuba
Modified Monarch Butterfly Optimization Algorithm for RFID Network Planning. ICMCS (2018)
Ivana Strumberger, Eva Tuba, Nebojsa Bacanin, Marko Beko, Milan Tuba
Bare Bones Fireworks Algorithm for the RFID Network Planning Problem. CEC (2018)
Slavisa Tomic, Marko Beko, Rui Dinis, Paulo Montezuma
Distributed algorithm for target localization in wireless sensor networks using RSS and AoA measurements. Pervasive Mob. Comput. 37 (2017)
Slavisa Tomic, Marko Beko, Rui Dinis, Paulo Montezuma
A Robust Bisection-Based Estimator for TOA-Based Target Localization in NLOS Environments. IEEE Commun. Lett. 21 (11) (2017)
Slavisa Tomic, Marko Beko, Rui Dinis, Milan Tuba, Nebojsa Bacanin
MAP Estimator for Target Tracking in Wireless Sensor Networks for Unknown Transmit Power. DoCEIS (2017)
Viktor Tuba, Marko Beko, Milan Tuba
Color Image Segmentation by Multilevel Thresholding Based on Harmony Search Algorithm. IDEAL (2017)
David Vicente, Slavisa Tomic, Marko Beko, Rui Dinis, Milan Tuba, Nebojsa Bacanin
Kalman filter for target tracking using coupled RSS and AoA measurements. IWCMC (2017)
João Guerreiro, Marko Beko, Rui Dinis, Paulo Montezuma
Using the Fireworks Algorithm for ML Detection of Nonlinear OFDM. VTC Fall (2017)
Slavisa Tomic, Marko Beko, Rui Dinis, João Pedro Gomes
Target Tracking with Sensor Navigation Using Coupled RSS and AoA Measurements. Sensors 17 (11) (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Marko Beko