Coverage Enhancement Using UAVs for Cognitive Marine Network

Like terrestrial communications, marine users also need stable network paths between any source and destination pair. Besides the rough sea surface, another issue in this network is the communication range. Marine users in deep sea are distant from the base stations (BS) onshore, resulting in fragile links. To solve this problem, the literature has suggested the use of multiple relay nodes to stabilize the network. But more relays need more bandwidth to establish a stable link between any two communicating nodes. However, the dedicated spectrum for marine communications has been found to be scarce due to the increase in number of users and their service demands. Therefore, we propose a cognitive routing scheme in marine environments, which uses unmanned aerial vehicles (UAVs) as mobile BS and/or relays to handle the above-mentioned issues. Preferring a satellite-free network for marine users, we opt for UAVs to enhance the communication range. Because spectrum is a precious resource, we apply spectrum sensing technique to address spectrum scarcity by keeping primary user activity undisturbed. Finally, we ensure an optimal path for the cognitive marine environment that exhibits a high packet delivery ratio, less delay and overhead, and prove it by comparing our scheme to various reference schemes.

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Publication Details

Journal
IEEE Access
Published
2025-01-01
DOI
https://doi.org/10.1109/access.2025.3575026
Primary Topic
Underwater Vehicles and Communication Systems
Type
article
Field-Weighted Citation Impact
0.00

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article

Coverage Enhancement Using UAVs for Cognitive Marine Network

Huma Ghafoor, Insoo Koo, Waqas Mustafa
IEEE Access
Underwater Vehicles and Communication Systems
article

Coverage Enhancement Using UAVs for Cognitive Marine Network

Huma Ghafoor, Insoo Koo, Waqas Mustafa
article en

Abstract

Like terrestrial communications, marine users also need stable network paths between any source and destination pair. Besides the rough sea surface, another issue in this network is the communication range. Marine users in deep sea are distant from the base stations (BS) onshore, resulting in fragile links. To solve this problem, the literature has suggested the use of multiple relay nodes to stabilize the network. But more relays need more bandwidth to establish a stable link between any two communicating nodes. However, the dedicated spectrum for marine communications has been found to be scarce due to the increase in number of users and their service demands. Therefore, we propose a cognitive routing scheme in marine environments, which uses unmanned aerial vehicles (UAVs) as mobile BS and/or relays to handle the above-mentioned issues. Preferring a satellite-free network for marine users, we opt for UAVs to enhance the communication range. Because spectrum is a precious resource, we apply spectrum sensing technique to address spectrum scarcity by keeping primary user activity undisturbed. Finally, we ensure an optimal path for the cognitive marine environment that exhibits a high packet delivery ratio, less delay and overhead, and prove it by comparing our scheme to various reference schemes.

IEEE AccessVol. 13
University of Ulsan (KR), National University of Sciences and Technology (PK)
National Research Foundation of Korea
Life below water
Openalex Percentile: Top 85%
Underwater Vehicles and Communication Systems
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