Docente
Slavisa Tomic

Resume

Slavisa Tomic. Concluiu o Doutoramento em Engenharia Electrotécnica e de Computadores em 2017 pela Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia. Publicou 38 artigos em revistas internacionais Q1/Q2 especializadas na área de Tecnologias de Informação e Comunicação, sub-área Redes e Telecomunicações e 1 livro. De acordo com a métodologia desenvolvida pela Universidade Stanford em 2020, entre 2019 e 2024 figurava entre os investigadores mais influentes do mundo ao integrar o top de 2% de cientistas cujo trabalho é mais citado por outros colegas na área de Tecnologias de Informação e Comunicação, sub-área Redes e Telecomunicações. É Professor Associado da Universidade Lusófona, Centro Universitário Lisboa (UL-CUL), e investigador sénior do COPELABS (CTS). No seu currículo Ciência Vitae os termos mais frequentes na contextualização da produção científica, tecnológica e artístico-cultural são: Target localization; Distributed localization; Target tracking; Maximum likelihood (ML) estimation; Network localization; Maximum a posteriori (MAP) estimator; Kalman filter (KF); Extended KF (EKF); Unscented KF (UKF); Particle filter (PF); Weighted least squares (WLS); Wireless sensor network (WSN); Hybrid measurements; Sensor navigation; Second-order cone programming (SOCP) problem; Semidefinite programming (SDP) problem; Generalized trust region sub-problem (GTRS); Robust localization; Non-line of sight (NLOS); Received signal strength (RSS); Angle of arrival (AoA); Time of arrival (TOA).

Graus

• Doutoramento
  Engenharia Electrotécnica e de Computadores
• Master
  Postal traffic and telecommunications

Publicações

Artigo em revista

• 2024-09, AutoNAV: A Python package for simulating UAV navigation in satellite-less environments, SoftwareX
• 2024-05, Trustworthy Target Localization via ADMM in the Presence of Malicious Nodes, IEEE Transactions on Vehicular Technology
• 2024-03, A Min-Max Optimization-Based Approach for Secure Localization in Wireless Networks, IEEE Transactions on Vehicular Technology
• 2023-10-01, Evolutionary Tracking Algorithm Based on Combined Received Signal Strength and Angle of Arrival Measurements in Wireless Sensor Networks, IEEE Sensors Journal
• 2022-06-01, WLS algorithm for UAV navigation in satellite-less environments, IET Wireless Sensor Systems
• 2022-04-01, Detecting Distance-Spoofing Attacks in Arbitrarily-Deployed Wireless Networks, IEEE Transactions on Vehicular Technology
• 2022-02, Swarm Optimization for Energy-Based Acoustic Source Localization: A Comprehensive Study, Sensors
• 2021-12-15, Toward Secure Localization in Randomly Deployed Wireless Networks, IEEE Internet of Things Journal
• 2021-03, 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, Computers
• 2021-03, An SOCP Estimator for Hybrid RSS and AOA Target Localization in Sensor Networks, Sensors
• 2021, GTRS-Based Algorithm for UAV Navigation in Indoor Environments Employing Range Measurements and Odometry, IEEE Access
• 2021, A New Perspective on Range and Directional Localization Problem, IEEE Open Journal of Vehicular Technology
• 2021, A Feed-Forward Neural Network Approach for Energy-Based Acoustic Source Localization, Journal of Sensor and Actuator Networks
• 2020-12, Fast localization with unknown transmit power and path-loss exponent in wsns based on rss measurements, IEEE Communications Letters
• 2020-11, Development of a Test-Bench for Evaluating the Embedded Implementation of the Improved Elephant Herding Optimization Algorithm Applied to Energy-Based Acoustic Localization, Computers
• 2020-01, A Geometric Approach for Distributed Multi-Hop Target Localization in Cooperative Networks, IEEE Transactions on Vehicular Technology
• 2020, Exploiting Orientation Information to Improve Range-Based Localization Accuracy, IEEE Access
• 2020, Energy-Based Acoustic Localization by Improved Elephant Herding Optimization, IEEE Access
• 2019-12, Distributed Localization with Complemented RSS and AOA Measurements: Theory and Methods, Applied Sciences
• 2019, Target Localization via Integrated and Segregated Ranging Based on RSS and TOA Measurements, Sensors
• 2019, Estimating Directional Data From Network Topology for Improving Tracking Performance, Journal of Sensor and Actuator Networks
• 2019, Algorithms for Estimating the Location of Remote Nodes Using Smartphones, IEEE Access
• 2019, A Robust NLOS Bias Mitigation Technique for RSS-TOA-Based Target Localization, Default journal
• 2018-12, Target Localization in NLOS Environments Using RSS and TOA Measurements, IEEE Wireless Communications Letters
• 2018-04, On Target Localization Using Combined RSS and AoA Measurements, Sensors
• 2018, On target localization using combined RSS and AoA measurements
• 2018, On target localization using combined RSS and AoA measurements
• 2018, Exact Robust Solution to TW-ToA-Based Target Localization Problem With Clock Imperfections, IEEE Signal Processing Letters
• 2018, Elephant Herding Optimization for Energy-Based Localization, Sensors
• 2018, A bisection-based approach for exact target localization in NLOS environments, Signal Processing
• 2017, Target tracking with sensor navigation using coupled RSS and AOA measurements, Sensors (Switzerland)
• 2017, Target tracking with sensor navigation using coupled RSS and AOA measurements
• 2017, Target tracking with sensor navigation using coupled RSS and AOA measurements
• 2017, Bayesian methodology for target tracking using combined RSS and AoA measurements, Physical Communication
• 2017, Bayesian methodology for target tracking using combined RSS and AoA measurements
• 2017, Bayesian methodology for target tracking using combined RSS and AoA measurements
• 2017, A bisection-based approach for exact target localization in NLOS environments, Default journal
• 2017, A Robust Bisection-based Estimator for TOA-based Target Localization in NLOS Environments
• 2017, 3-D Target Localization in Wireless Sensor Network Using RSS and AoA Measurements
• 2016, Distributed RSS-AoA Based Localization with Unknown Transmit Powers, IEEE Wireless Communications Letters
• 2016, Distributed RSS-AoA Based Localization with Unknown Transmit Powers
• 2016, Distributed RSS-AoA Based Localization with Unknown Transmit Powers
• 2016, Distributed Algorithm for Target Localization in Wireless Sensor Networks Using RSS and AoA Measurements, IEEE Transactions on Vehicular Technology
• 2016, Distributed Algorithm for Target Localization in Wireless Sensor Networks Using RSS and AoA Measurements
• 2016, Distributed Algorithm for Target Localization in Wireless Sensor Networks Using RSS and AoA Measurements
• 2016, A Closed-form Solution for RSS/AoA Target Localization by Spherical Coordinates Conversion, IEEE Wireless Communications Letters
• 2016, A Closed-form Solution for RSS/AoA Target Localization by Spherical Coordinates Conversion
• 2016, A Closed-form Solution for RSS/AoA Target Localization by Spherical Coordinates Conversion
• 2015, RSS-Based Localization in Wireless Sensor Networks Using Convex Relaxation: Noncooperative and Cooperative Schemes
• 2015, RSS-Based Localization in Wireless Sensor Networks Using Convex Relaxation: Noncooperative and Cooperative Schemes
• 2015, RSS-Based Localization in Wireless Sensor Networks Using Convex Relaxation: Noncooperative and Cooperative Schemes
• 2014, Distributed RSS-Based Localization in Wireless Sensor Networks Based on Second-Order Cone Programming
• 2014, Distributed RSS-Based Localization in Wireless Sensor Networks Based on Second-Order Cone Programming
• 2014, Distributed RSS-Based Localization in Wireless Sensor Networks Based on Second-Order Cone Programming

Tese / Dissertação

• 2017, Doutoramento, Target Localization and Tracking in Wireless Sensor Networks
• 2017, Doutoramento, Target Localization and Tracking in Wireless Sensor Networks
• 2017, Doutoramento, Target Localization and Tracking in Wireless Sensor Networks

Livro

• 2017, RSS-AoA-based Target Localization and Tracking in Wireless Sensor Networks, Dinis, Rui; Beko, Marko; Tomic, Slavisa; Tuba, Milan; Bacanin, Nebojsa, River Publishers
• 2017, RSS-AoA-based Target Localization and Tracking in Wireless Sensor Networks, Dinis, Rui; Beko, Marko; Tomic, Slavisa; Tuba, Milan; Bacanin, Nebojsa, River Publishers
• 2017, RSS-AoA-based Target Localization and Tracking in Wireless Sensor Networks, Dinis, Rui; Beko, Marko; Tomic, Slavisa; Tuba, Milan; Bacanin, Nebojsa, River Publishers
• 2017, MAP estimator for target tracking in wireless sensor networks for unknown transmit power, Tomic, S.; Beko, M.; Dinis, R.; Tuba, M.; Bacanin, N.
• 2016, A WLS estimator for target localization in a cooperative wireless sensor network, Tomic, S.; Beko, M.; Dinis, R.; Tuba, M.
• 2015, Distributed RSS-based localization in wireless sensor networks with node selection mechanism, Tomic, S.; Beko, M.; Dinis, R.; Dimic, G.; Tuba, M.; Raspopovic, M.

Capítulo de livro

• 2024, Convolutional Neural Networks for Autonomous UAV Navigation in GPS-Denied Environments, IFIP Advances in Information and Communication Technology, Springer Nature Switzerland
• 2022, Open-Source Mapping Method Applied to Thermal Imagery, Lecture Notes in Networks and Systems, Springer International Publishing

Revisão de livro

• Special issue: Localization in wireless sensor networks

Artigo em conferência

• Empirical evaluation of multi UAV coverage path planning for aerial surveying
• 2023-03-21, A Hybrid LSTM-based Neural Network for Satellite-less UAV Navigation, 2023 6th Conference on Cloud and Internet of Things (CIoT)
• 2023, Sensitivity Analysis of LSTM Networks for Fall Detection Wearable Sensors
• 2022-07-01, Applying Deep Neural Networks to Improve UAV Navigation in Satellite-less Environments
• 2022, Drones as Sound Sensors for Energy-Based Acoustic Tracking on Wildfire Environments
• 2021-10-07, Kalman Filtering for Tracking a Moving Acoustic Source based on Energy Measurements
• 2018-11-20, Implementation and Validation of Elephant Herding Optimization Algorithm for Acoustic Localization, 26th Telecommunications Forum (TELFOR)
• 2018-08-28, On Hybrid RSS/TOA Target Localization in NLOS Environments
• 2018-07-20, Localization of static remote devices using smartphones
• 2018-01-05, Target localization in adverse indoor environments
• 2018-01-05, Static drone placement by elephant herding optimization algorithm
• 2018, Hybrid RSS/AoA-based target localization and tracking in wireless sensor networks
• 2018, Bleeding Detection in Wireless Capsule Endoscopy Images Using Texture and Color Features
• 2017, Performance analysis of a distributed algorithm for target localization in wireless sensor networks using hybrid measurements in a connection failure scenario
• 2017, Kalman filter for target tracking using coupled RSS and AoA measurements
• 2017, An efficient WLS estimator for target localization in wireless sensor networks
• 2016, Cooperative localization in wireless sensor networks using combined measurements
• 2015, Hybrid RSS-AoA technique for 3-D node localization in wireless sensor networks
• 2015, Efficient estimator for distributed RSS-based localization in wireless sensor networks
• 2014, Distributed RSS-based localization in wireless sensor networks using convex relaxation
• 2013, RSS-based localization in wireless sensor networks using SOCP relaxation
• 2012, Impact of nonlinear devices in software radio signals
• 2012, Convex optimization-based beamforming in cognitive radio multicast transmission

Outra produção

• 2020, Special issue :localization in wireless sensor networks