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Сигурност и отбрана, брой 1, 2025 г.                             Научно списание




                                                               https://doi.org/10.70265/FKJC9739


                         INTERVENTION METHODS IN CONTROL AND

                   COMMUNICATION SYSTEMS OF UNMANNED AERIAL
                   VEHICLES, ANALYSIS AND EVALUATION OF SIGNAL
                                                     QUALITY

                     Fakhreddin Aghayev, Asad Rustamov, Mehman Binnatov,

                                Mukhtar Azizullayev, Aliagha Sahibcanov


                        Summary:  This  research  investigates  the  methods  of  radio-electronic  warfare
                  (REW)  against  the  control  and  communication  systems  of  unmanned  aerial  vehicles
                  (UAVs) and analyzes the performance of their telemetry systems. The growing use of
                  UAVs  in  both  military  and  civilian  applications  makes  it  essential  to  prevent  REW
                  interventions targeting their communication and control systems.
                        The study analyzes the effects of GPS jamming, spoofing, electromagnetic pulses
                  (EMP),  cyberattacks,  and  artificial  intelligence-based  interference  technologies  on
                  UAVs. REW interventions are used to disrupt UAV communication, cause loss of control,
                  or  render  them  functionally  inoperative.  In  particular,  blocking  or  falsifying  GNSS
                  signals can cause UAVs to operate with incorrect coordinates or completely lose control.
                        The distance-dependent changes in communication parameters such as Path Loss
                  (PL) and Signal-to-Noise Ratio (SNR) in  UAV communication systems were modeled
                  using  the  Python  programming  language.  Graphs  showing  the  relationship  between
                  distance  and  Path  Loss,  and  distance  and  SNR  were  generated  using  the  Matplotlib
                  library.
                        The diagrams indicate that high-frequency modules (XBee PRO S2C – 2.4 GHz)
                  experience greater Path Loss and a faster decline in communication quality. In contrast,
                  low-frequency modules (RFD900+ – 900 MHz and TBS Crossfire – 868 MHz) provide
                  more stable communication and allow signals to propagate over longer distances.
                        The findings of  this  study show that enhancing  the resilience of  UAVs to REW
                  attacks requires the use of low-frequency communication modules, implementation of
                  anti-jamming  technologies,  and  development  of  defense  strategies  such  as  adaptive
                  frequency  hopping.  This  research  provides  a  scientific  foundation  for  improving  the
                  effectiveness of UAV control and communication systems against REW interference.

                        Keywords:  UAV,  GPS,  GNSS,  REW,  Autonomous  flight  mode,  Electromagnetic
                  pulse,  Signal  jamming,  Anti-jamming  technologies,  Telemetry,  Path  Loss,  Python,
                  Matplotlib


                        INTRODUCTION
                        In recent years, various types of unmanned aerial vehicles (UAVs) have
                  been increasingly utilized on the battlefield and in operations, transforming

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