Lehrstuhl für Telekommunikation der Technischen Universität Brünn (Ed.)

ICUMT 2024

The 16th International Congress on Ultra Modern Telecommunications and Control Systems November 26-28, 2024, Meloneras, Gran Canaria, Spain

2025, XXIX, 221 pages, 140 x 124 mm, Slimlinebox, CD-Rom
ISBN 978-3-8007-6544-7, e-book: ISBN 978-3-8007-6545-4
Personal VDE Members are entitled to a 10% discount on this title

Content

ICUMT is an annual international congress providing an open forum for researchers, engineers, network planners and service providers targeted on newly emerging algorithms, systems, standards, services, and applications, bringing together leading international players in telecommunications, control systems, automation and robotics. The event is positioned as a major international annual congress for the presentation of original results achieved from fundamental as well as applied research and engineering works.

Following the success of the previous events normally attracting around 100 participants from both academia and industry, ICUMT 2024 is planned as a three-day event offering a number of plenary sessions, technical sessions, and specialized workshops.
Brno University of Technology (BUT) is a university located in Brno, Czech Republic. Being founded in 1899 and initially offering a single course in civil engineering, it grew to become a major technical Czech university with over 18,000 students enrolled at 8 faculties and 2 university institutes.
1

DeepMedFuseX: Explainable DeepFake Cancer CT Scan Classification with Multi-Scale Attention and Transfer Learning

Authors:
Gupta, Sidharth; Nandi, Tuhina; Kaushal, Abhishek; Mezina, Anzhelika; Burget, Radim; Kishore Dutta, Malay

2

NeuroAttention-Net: Deep Learning with Channel Attention for Robust Epileptic Seizure Detection from EEG Spectrograms

Authors:
Habib, Abdullah; Chandra Joshi, Rakesh; Jain, Atishay; Singh Jadon, Jitendra; Myska, Vojtech; Dorazil, Jan

3

Enhancing Plant Disease Detection with CNNs and LLMs: A Comprehensive Approach to Diagnosis and Mitigation

Authors:
Sharma, Siddharth; Tiwari, Divyan; Garg, Avaneesh; Kaushal, Abhishek; Mezina, Anzhelika; Frolka, Jakub; Kishore Dutta, Malay

4

Automatic Traffic Camera Calibration Using 3D Scene Reconstruction with Structure-from-Motion and Custom Image Data

Authors:
Jezek, Stepan; Kriz, Petr; Riha, Kamil; Burget, Radim; Dusik, Matej

5

Using Water Flow and Pressure Data for Activity Recognition in Smart Homes

Authors:
Kriz, Petr; Cika, Petr; Stusek, Martin

6

Multiple-Output Current Follower/Amplifier Based on IC Devices

Authors:
Langhammer, Lukas; Sotner, Roman

7

8

High-Bandwidth High-N-Point SPICE Model of Fractional Integrator/Differentiator

Authors:
Biolek, Dalibor; Biolkova, Viera; Kolka, Zdenek; Garrappa, Roberto

9

Design of Fractional-Order Chebyshev Filter with FOE Based on R-C-NR Structure

Authors:
Dvorak, Jan; Kubanek, David; Jerabek, Jan; Seda, Pavel; Aldridge, Rowan

10

The R2Detune SW based on the Erlich´s two-dimensional system

Authors:
Jirasek, Ondrej; Dvoraku, Ari

11

Efficient User Equipment Distribution in DUDe 5G Network using Linear Assignment Algorithms

Authors:
Tsachrelias, Konstantinos; Katsigiannis, Chrysostomos-Athanasios; Kokkinos, Vasileios; Gkamas, Apostolos; Bouras, Christos; Pouyioutas, Philippos

12

Modeling of Energy Consumption for LTE Cat-M with PSM and eDRX

Authors:
Le, Thao Dinh; Masek, Pavel; Stusek, Martin; Palurik, Pavel; Moltchanov, Dmitri; Mlynek, Petr; Hosek, Jiri

13

Potential of mMTC Support over Low Earth Orbit Systems: Challenges and Preliminary Assessment

Authors:
Palurik, Pavel; Stusek, Martin; Moltchanov, Dmitri; Mikhaylov, Konstantin; Masek, Pavel; Dvorak, Radim; Le, Thao Dinh; Mozny, Radek; Hosek, Jiri

14

Two-Way Relay NOMA Systems under Impacts of Hardware Impairments and CCI

Authors:
Nguyen, Hong-Nhu; Nguyen, Xuan-Tien; Le, Si-Phu; Voznak, Miroslav; Dang, Khoa Dinh Nguyen; Salvatore, Giovanni A.

15

AI-Driven Decision Support System for Real-Time Ganga River Water Quality Monitoring and Forecasting Using IoT Sensors

Authors:
Pillai, Nitya; Sharma, Akshara; Gupta, Amisha Krishna; Gupta, Anoushka Ishi; Sikora, Pavel; Riha, Kamil; Dutta, Malay Kishore

16

An Advanced COVID-19 Severity Grading Approach using Deep Soft Attention Networks and Segmentation of Chest X-ray Images

Authors:
Chauhan, Anshika; Joshi, Rakesh Chandra; Rashid, Suzain; Aggarwal, Garima; Myska, Vojtech; Burget, Radim; Dutta, Malay Kishore

17

KiFramework — A Federated Learning Platform

Authors:
Michalek, Jakub; Oujezsky, Vaclav; Skorpil, Vladislav

18

Semantic Fusion of Text and Images: A Novel Multimodal-RAG Framework for Document Analysis

Authors:
Nandi, Tuhina; Gupta, Sidharth; Kaushal, Abhishek; Burget, Radim; Jezek, Stepan; Dutta, Malay Kishore

19

SDAG-CNN: Attention-Guided Convolutional Neural Network for Spinal Lesion Diagnosis and Multi-Class Classification of X-ray Radiographs

Authors:
Rashid, Suzain; Joshi, Rakesh Chandra; Chauhan, Anshika; Aggarwal, Garima; Kriz, Petr; Burget, Radim; Dutta, Malay Kishore

20

Design and Implementation of I2V Vehicle Speed Limiting From Backoffice

Authors:
Seda, Pavel; Pospisil, Jan; Dvorak, Jan; Martinasek, Zdenek; Srotyr, Martin; Miklosik, Igor; Malina, Lukas; Lokaj, Zdenek; Seda, Milos; Taborsky, Vladimir

21

Quantum-Resistant Key Management and Archiving in Cloud Storage System for Digital Evidence

Authors:
Malina, Lukas; Muzikant, Petr; Wojnar, Filip; Dzurenda, Petr; Hajny, Jan

22

23

Smart Meter Cyber Security Testing

Authors:
Mlynek, Petr; Kohout, David; Lieskovan, Tomas

24

Offline Keyless Vehicle Entry for Car-sharing using Privileged Access Tokens

Authors:
Dzurenda, Petr; Ilgner, Petr; Tran, Minh; Malina, Lukas; Kristof, Pavel; Makarov, Anatolij; Loutocky, Pavel; Kasl, Frantisek

25

Feasibility Analysis of Self-Oriented BLE Anchors Powered by NEMA Motors for DoA-based Indoor Positioning

Authors:
Din, Teodor Constantin; Matey-Sanz, Miguel; Bautista, Adrian; Trilles, Sergio; Torres-Sospedra, Joaquin

26

27

Error Bound Estimation for Fingerprinting-Based Indoor Positioning Systems Using Monte Carlo Simulations

Authors:
Valero-Abundio, Cristian; Montoliu, Raul; Martinez-Garcia, Marina; Sansano-Sansano, Emilio; Torres-Sospedra, Joaquin; Perez-Navarro, Antoni

28

Towards Emotion Mapping for Multimodal Unobtrusive Stress Monitoring

Authors:
Lin, Hsiao-Chun; Ometov, Aleksandr; Arponen, Otso; Nikunen, Kaarina; Nurmi, Jari

29

The Possibilities and Challenges of Passively Sensing Young People’s Loneliness

Authors:
Ylinen, Lotta; Lohan, Elena Simona; Kotilainen, Sirkku; Cramariuc, Oana; Oksanen, Atte

30

Implementation of an NB-IoT Rain Gauge for Opportunistic Rainfall Sensing

Authors:
Musil, Petr; Istvanek, Matej; Babela, Miroslav; Hejna, Jan; Miklanek, Stepan; Jilek, Jiri; Mozny, Radek; Mahut, Michal; Mlynek, Petr

31

Multipurpose IoT Unit for Wireless Current Measurement in HV Networks

Authors:
Rusz, Martin; Haluska, Daniel; Mlynek, Petr

32

Performance Evaluation of the Mobile-IoT Technologies for Over-the-Air Updates

Authors:
Mozny, Radek; Dvorak, Radim; Stusek, Martin; Moltchanov, Dmitri; Masek, Pavel; Palurik, Pavel; Le, Thao Dinh; Cika, Petr; Mlynek, Petr; Hosek, Jiri

33

Angle of Arrival Estimation - Sionna Ray Tracing Versus Real-world Measurements

Authors:
Sloboda, Simon; Marsalek, Roman; Simka, Marek; Kufa, Jan; Polak, Ladislav

34

35

Virtualized Smart Metering Training

Authors:
Kohout, David; Lieskovan, Tomas; Mlynek, Petr

36

Curricula Designer 2024: Enhanced Web Application for Cybersecurity Program Design

Authors:
Hajny, Jan; Sikora, Marek; Cika, Petr; Ricci, Sara; Moravek, Lisa

37

vSafe Management Front Panel Design and Development

Authors:
Novak, Pavel; Oujezsky, Vaclav; Konstansky, David