학술논문

Performance Analysis of Underwater Acoustic Sensor Networks With Buffer Constraint
Document Type
Periodical
Source
IEEE Internet of Things Journal IEEE Internet Things J. Internet of Things Journal, IEEE. 11(6):9392-9404 Mar, 2024
Subject
Computing and Processing
Communication, Networking and Broadcast Technologies
Interference
Signal to noise ratio
Protocols
Receivers
Underwater acoustics
Closed-form solutions
Analytical models
Communication protocol model
performance evaluation
underwater acoustic sensor networks (UASNs)
Language
ISSN
2327-4662
2372-2541
Abstract
The design and performance analysis of underwater acoustic sensor networks (UASNs) have attracted intensive attention. In this study, we present a theoretical framework to evaluate the performances of UASNs. In contrast to existing methods, we applied a new communication protocol model to characterize the channel interference by taking into account the unique characteristics of underwater acoustic channels, namely, the concurrent transmission opportunities owing to the large propagation delays of acoustic signals. Using the communication protocol model, we investigated the collision regions of a communication pair and then derived a closed-form expression for the successful packet transmission probability. Moreover, we considered practical networks where each node is equipped with a limited data buffer to store its generated packets. Using collision analysis and a stationary buffer distribution, we derived the closed-form expression of system performance in terms of the throughput and the packet queue delay. Finally, we validated the accuracy of our analysis via extensive simulation results. The impacts of various network parameters on the system performance are also evaluated.