kth.sePublications
Change search
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf
Experimental Assessment of a JANUS-Based Consensus Protocol
Norwegian University of Science and Technology.ORCID iD: 0000-0002-6755-7319
KTH, School of Engineering Sciences (SCI), Engineering Mechanics, Vehicle Engineering and Solid Mechanics.ORCID iD: 0000-0003-2027-559x
KTH, School of Engineering Sciences (SCI), Engineering Mechanics, Vehicle Engineering and Solid Mechanics.ORCID iD: 0000-0002-3978-1540
Norwegian University of Science and Technology.ORCID iD: 0000-0002-4310-7938
Show others and affiliations
(English)Manuscript (preprint) (Other academic)
Abstract [en]

This paper proposes a distributed, JANUS-based protocol that enables an underwater acoustic network to reach consensus on arbitrary local opinions as numeric state variables. 

An envisioned scenario where nodes shall agree on parameters describing the acoustic environment is used to evaluate the protocol. The scenario exemplifies the protocol's potential in future applications where nodes use the environment description to decide on appropriate modulation and coding schemes. The evaluation is based on simulations and sea experiments in a challenging acoustic environment. The simulations allowed examining the performance for different parameter values regarding the timing of transmission events and state transitions in the finite state machine implementation of the protocol.

The best parameter configuration was used in the following experiments conducted in a bay in the Baltic Sea. The experiments comprised several deployments of five to six commercial modems. 

Results from the experiments show that the protocol can achieve a consensus up to 89\% of the time in the tested environment, and up to 96\% of the time if the state variables are permitted to differ by one discretisation step maximum across the network. In addition, when the network separates due to environmental conditions, connected components appear to achieve consensus more often when the links are more reliable, with individual nodes with poor connectivity having a major negative impact on the probability of achieving consensus. Finally, it is shown that when different consensus processes are active in parallel, packets from one process do not interfere with the opinions in different processes.

Keywords [en]
Consensus Protocols, Acoustic Underwater Networks
National Category
Communication Systems
Research subject
Computer Science
Identifiers
URN: urn:nbn:se:kth:diva-337389OAI: oai:DiVA.org:kth-337389DiVA, id: diva2:1801720
Funder
Swedish Foundation for Strategic Research
Note

Submitted to Computer Networks, ISSN 1389-1286, EISSN 1872-7069

QC 20231004

Available from: 2023-10-02 Created: 2023-10-02 Last updated: 2023-10-04Bibliographically approved
In thesis
1. Introducing Power Control and Link Adaptation in Flooding-based Underwater Networks: Extending the applicability of flooding-based routing protocols
Open this publication in new window or tab >>Introducing Power Control and Link Adaptation in Flooding-based Underwater Networks: Extending the applicability of flooding-based routing protocols
2023 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

Underwater communication and networking are key enabling technologies for many current and future marine applications. Generally, the envisioned applications include environmental monitoring, aquaculture, and surveillance. On a practical level, these applications may incorporate static sensor platforms, unmanned underwater vehicles, manned and unmanned surface vehicles, and remotely controlled underwater vehicles. Long-range communication between sensors and vehicles underwater involves mapping digital information into acoustic signals that are transmitted using Piezo-electric transducers. Transmitting information acoustically is very energydemanding and is a limiting factor in several applications that comprise batterypowered systems. Further, the usable bandwidth is very narrow, typically providing data rates on the order of 0.1–1.0 kilobits/second. These are two out of several challenges to consider in network protocol design. This thesis’s main focus has been enhancing the applicability of flooding-based routing protocols by dynamically controlling the modems’ transmission powers and adaptively selecting the fastest possible communication method. Simulations and field experiments have shown that a distributed k-Nearest Neighbor Power Controller can achieve significant energy savings. Further experiments of a distributed link adaptation method with minimal overhead have achieved improved channel utilization and throughput in a time-varying environment. Lastly, as heterogeneous systems of vehicles and sensor platforms generally incorporate diverse communication hardware with different capabilities, they must negotiate what method and parameters to use before any actual data can be transferred. Herein, a promising method that could be used for this negotiation process in a ”first-contact” protocol was also evaluated through field experiments.

Place, publisher, year, edition, pages
KTH Royal Institute of Technology, 2023. p. 48
Series
TRITA-SCI-FOU ; 2023:52
Keywords
Acoustic Underwater Networks, Distributed Power Control, Link Adaptation
National Category
Communication Systems
Research subject
Vehicle and Maritime Engineering
Identifiers
urn:nbn:se:kth:diva-337396 (URN)978-91-8040-719-9 (ISBN)
Public defence
2023-10-25, F3, Lindstedtsvägen 26, Stockholm, 14:00 (English)
Opponent
Supervisors
Projects
The Swedish Maritime Robotics Center
Funder
Swedish Foundation for Strategic Research
Note

QC 231003

Available from: 2023-10-03 Created: 2023-10-02 Last updated: 2023-11-13Bibliographically approved

Open Access in DiVA

No full text in DiVA

Authority records

Erstorp, EliasLidström, Viktor

Search in DiVA

By author/editor
Wengle, EmilErstorp, EliasLidström, ViktorVaragnolo, DamianoDong, Hefeng
By organisation
Vehicle Engineering and Solid Mechanics
Communication Systems

Search outside of DiVA

GoogleGoogle Scholar

urn-nbn

Altmetric score

urn-nbn
Total: 53 hits
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf