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Performance of Sensor Data Process Offloading on 5G-Enabled UAVs.

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  • 1Ericsson Research, Laboratoriegränd 11, 977 53 Luleå, Sweden.

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Summary
This summary is machine-generated.

5G networks support unmanned aerial vehicle (UAV) applications with moderate data needs, maintaining performance. However, high data demands overload the 5G network, causing latency and packet loss, degrading UAV performance.

Keywords:
5GUAVoffloadingsensors

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Area of Science:

  • Engineering
  • Computer Science
  • Telecommunications

Background:

  • Unmanned aerial vehicle (UAV) applications are expanding globally, requiring robust wide-area connectivity.
  • Fifth-generation (5G) cellular networks are increasingly considered for enabling UAV connectivity in diverse applications like inspections and monitoring.

Purpose of the Study:

  • To quantify the performance of 5G-enabled UAVs under varying sensor data throughput demands.
  • To evaluate the impact of 5G network capability on UAV application performance during edge offloading.

Main Methods:

  • Experimental performance analysis of 5G-enabled UAVs.
  • Testing scenarios with sensor data throughput within and exceeding 5G network capabilities.

Main Results:

  • When sensor data rates are within 5G capabilities, bounded latency and expected application behavior were observed.
  • Exceeding 5G network capacity led to increased latency, packet loss, and degraded UAV application performance.
  • Edge offloading for moderate data rates is feasible, but transmitting all raw sensor data is not.

Conclusions:

  • 5G networks can effectively support UAV applications with moderate data throughput requirements.
  • High data loads from UAV sensors can overload 5G networks, compromising performance and reliability.
  • Understanding critical parameters is essential for successful real-world deployment of 5G-enabled UAVs utilizing edge offloading.