Abstract

The operation of unmanned aerial vehicles (UAV) imposes various challenges on radio spectrum management to achieve safe operation, efficient spectrum utilization, and coexistence with legacy wireless networks. Current spectrum schemes have limitations when applied to UAV networks due to the dynamic nature of UAV networks that require adaptive spectrum decisions and robust schemes that provide seamless and reliable services. Existing surveys mostly focus on UAV applications, channel models, and security challenges, with a lack of studies on spectrum management in the context of UAV networks. Further, current spectrum efforts focus on terrestrial networks that feature fixed infrastructure and less dynamicity as compared to UAV networks. This motivates the need to revisit existing approaches and identify suitable schemes that allow for the rapid integration of UAVs with existing wireless technologies. Motivated by this observation, this article presents a comprehensive survey on spectrum management for UAV operations. It identifies suitable management schemes that align with UAV features and requirements to enable safe and efficient usage of the radio spectrum. The article assumes coexistence with prevalent wireless technologies that occupy the spectrum. It first presents the ruling from policymakers and regulators and discusses operation bands and radio interfaces. It then introduces deployment scenarios (applications and architectures) as standalone or heterogeneous networks. This is followed by a systematic structure for the management tools that employ deterministic, opportunistic, and competitive schemes. In addition, network monitoring, patrolling, and enforcement schemes are identified. The survey also specifies key tools that can be leveraged for spectrum management solutions such as optimization and blockchain. Finally, it recognizes open research directions and challenges that need to be tackled to advance UAV communications.

Highlights

  • R ADIO frequency (RF) spectrum is a key enabling factor for wireless technologies used by governmental and non-governmental agencies

  • Spectrum management is a vital tool for critical applications that requires a high level of reliability and security

  • Link 5 shows the requirement for data relay channels for transmitting needed data required by the unmanned aircraft systems (UAS) separated from the control and command messages for flight operating in UAS

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Summary

INTRODUCTION

R ADIO frequency (RF) spectrum is a key enabling factor for wireless technologies used by governmental and non-governmental agencies. A confluence of critical needs and technological advancements helped perceive UAV networks as a vital constituent in future communications systems that can revolutionize services, data processing, and transmission Among these early needs included surveillance and radar, disaster recovery, wildlife monitoring, sensing, and imaging. The work in [3] surveys civil applications from a communication viewpoint by covering four broad civil UAV applications including search and rescue, coverage (monitoring, surveillance), network coverage (UAVs as relays/base stations/data mule), delivery/transportation, and construction These categories span aerial networks with different numbers of UAVs, mission distances, mission goals and requirements, and on-board sensors. It proposes UAV classification based on endurance, maximum altitude, weight, payload, range, fuel type, operational complexity, coverage range, and

SPECTRUM STANDARDS AND REGULATIONS
OPERATING BANDS
USE CASES AND APPLICATIONS UA
CENTRALIZED ARCHITECTURE
DECENTRALIZED ARCHITECTURE
RESOURCES ALLOCATION AND ACCESS TECHNOLOGY
ACCESS CONTROL AND SCHEDULING
SPECTRUM SHARING
TOOLS FOR SPECTRUM MANAGEMENT
OPTIMIZATION
SUPERVISED LEARNING
UNSUPERVISED LEARNING
REINFORCEMENT LEARNING
BLOCKCHAIN
SPECTRUM BORROWING
CONCLUSIONS
Findings
ACRONYMS
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