PoMC: An Efficient Blockchain Consensus Mechanism for Agricultural Internet of Things
Blockchain-based agricultural IoT systems face key challenges, such as high delay and low-transaction throughput. Existing complicated consensus mechanisms can cause IoT devices work inefficiently due to the limited computing, storage and energy resources. Additionally, many message exchanges can le...
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Veröffentlicht in: | IEEE internet of things journal 2024-05, Vol.11 (9), p.15193-15204 |
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creator | Xiong, Shuming Wang, Zeyu Ni, Qiang Han, Xue |
description | Blockchain-based agricultural IoT systems face key challenges, such as high delay and low-transaction throughput. Existing complicated consensus mechanisms can cause IoT devices work inefficiently due to the limited computing, storage and energy resources. Additionally, many message exchanges can lead to high latency in the consensus process, which hinders the real-time applications of the agricultural IoT. Therefore, we propose Proof-of-Multifactor-Capacity (PoMC), an efficient and secure consensus mechanism for the agricultural IoT. It uses the communication capacity and credibility of a node as the evidence for making consensus. Moreover, a senator node lottery algorithm based on a credit mechanism and a new distributed incentive mechanism are designed to enhance security and motivate nodes to actively maintain the system. This article analyses the performance of PoMC theoretically, including security, latency, and system throughput, and presents a comparison of its asymptotic complexity with some existing consensus mechanisms. The simulation results demonstrate that the average transaction validation latency and average consensus latency of PoMC have decreased by 10% and 23%. In addition, PoMC outperforms SENATE, PoQF and practical Byzantine fault tolerance (PBFT) by 56%, 60% and 64% in terms of the system throughput, respectively. |
doi_str_mv | 10.1109/JIOT.2023.3348198 |
format | Article |
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Existing complicated consensus mechanisms can cause IoT devices work inefficiently due to the limited computing, storage and energy resources. Additionally, many message exchanges can lead to high latency in the consensus process, which hinders the real-time applications of the agricultural IoT. Therefore, we propose Proof-of-Multifactor-Capacity (PoMC), an efficient and secure consensus mechanism for the agricultural IoT. It uses the communication capacity and credibility of a node as the evidence for making consensus. Moreover, a senator node lottery algorithm based on a credit mechanism and a new distributed incentive mechanism are designed to enhance security and motivate nodes to actively maintain the system. This article analyses the performance of PoMC theoretically, including security, latency, and system throughput, and presents a comparison of its asymptotic complexity with some existing consensus mechanisms. The simulation results demonstrate that the average transaction validation latency and average consensus latency of PoMC have decreased by 10% and 23%. In addition, PoMC outperforms SENATE, PoQF and practical Byzantine fault tolerance (PBFT) by 56%, 60% and 64% in terms of the system throughput, respectively.</description><identifier>ISSN: 2327-4662</identifier><identifier>EISSN: 2327-4662</identifier><identifier>DOI: 10.1109/JIOT.2023.3348198</identifier><identifier>CODEN: IITJAU</identifier><language>eng</language><publisher>Piscataway: IEEE</publisher><subject>Agricultural IoT ; Algorithms ; Blockchain ; consensus mechanism ; Consensus protocol ; credit-based selection ; Cryptography ; Cybersecurity ; distributed system ; Energy sources ; Energy storage ; Fault tolerance ; Indexes ; Internet of Things ; Peer-to-peer computing ; Security ; Sensors ; Throughput</subject><ispartof>IEEE internet of things journal, 2024-05, Vol.11 (9), p.15193-15204</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2024</rights><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c246t-e72fb6382f66f25a3f6b4d161306a60d516333f106bb63949f856b6dd8b2bed33</cites><orcidid>0000-0002-4593-1656 ; 0000-0002-4972-7441 ; 0000-0002-9692-515X</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/10376378$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>315,782,786,798,27931,27932,54765</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/10376378$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Xiong, Shuming</creatorcontrib><creatorcontrib>Wang, Zeyu</creatorcontrib><creatorcontrib>Ni, Qiang</creatorcontrib><creatorcontrib>Han, Xue</creatorcontrib><title>PoMC: An Efficient Blockchain Consensus Mechanism for Agricultural Internet of Things</title><title>IEEE internet of things journal</title><addtitle>JIoT</addtitle><description>Blockchain-based agricultural IoT systems face key challenges, such as high delay and low-transaction throughput. Existing complicated consensus mechanisms can cause IoT devices work inefficiently due to the limited computing, storage and energy resources. Additionally, many message exchanges can lead to high latency in the consensus process, which hinders the real-time applications of the agricultural IoT. Therefore, we propose Proof-of-Multifactor-Capacity (PoMC), an efficient and secure consensus mechanism for the agricultural IoT. It uses the communication capacity and credibility of a node as the evidence for making consensus. Moreover, a senator node lottery algorithm based on a credit mechanism and a new distributed incentive mechanism are designed to enhance security and motivate nodes to actively maintain the system. This article analyses the performance of PoMC theoretically, including security, latency, and system throughput, and presents a comparison of its asymptotic complexity with some existing consensus mechanisms. The simulation results demonstrate that the average transaction validation latency and average consensus latency of PoMC have decreased by 10% and 23%. In addition, PoMC outperforms SENATE, PoQF and practical Byzantine fault tolerance (PBFT) by 56%, 60% and 64% in terms of the system throughput, respectively.</description><subject>Agricultural IoT</subject><subject>Algorithms</subject><subject>Blockchain</subject><subject>consensus mechanism</subject><subject>Consensus protocol</subject><subject>credit-based selection</subject><subject>Cryptography</subject><subject>Cybersecurity</subject><subject>distributed system</subject><subject>Energy sources</subject><subject>Energy storage</subject><subject>Fault tolerance</subject><subject>Indexes</subject><subject>Internet of Things</subject><subject>Peer-to-peer computing</subject><subject>Security</subject><subject>Sensors</subject><subject>Throughput</subject><issn>2327-4662</issn><issn>2327-4662</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNpNkE1PAjEQhhujiQT5ASYemngG287u7K433KBiIHiAc7MfLRSXFtvdg__eJXDgNG8mzzuTPIQ8cjbhnGUvX_PVeiKYgAlAlPIsvSEDASIZR4ji9irfk1EIe8ZYX4t5hgOy-XbL_JVOLZ1pbSqjbEvfGlf9VLvCWJo7G5QNXaBL1W-sCQeqnafTrTdV17SdLxo6t63yVrXUabreGbsND-ROF01Qo8scks37bJ1_jherj3k-XYwrEWE7VonQJUIqNKIWcQEay6jmyIFhgayOOQKA5gzLHsuiTKcxlljXaSlKVQMMyfP57tG7306FVu5d523_UgKLMOM8TnlP8TNVeReCV1oevTkU_k9yJk8C5UmgPAmUF4F95-ncMUqpKx4ShCSFf9zUaxo</recordid><startdate>20240501</startdate><enddate>20240501</enddate><creator>Xiong, Shuming</creator><creator>Wang, Zeyu</creator><creator>Ni, Qiang</creator><creator>Han, Xue</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. (IEEE)</general><scope>97E</scope><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SC</scope><scope>8FD</scope><scope>JQ2</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope><orcidid>https://orcid.org/0000-0002-4593-1656</orcidid><orcidid>https://orcid.org/0000-0002-4972-7441</orcidid><orcidid>https://orcid.org/0000-0002-9692-515X</orcidid></search><sort><creationdate>20240501</creationdate><title>PoMC: An Efficient Blockchain Consensus Mechanism for Agricultural Internet of Things</title><author>Xiong, Shuming ; Wang, Zeyu ; Ni, Qiang ; Han, Xue</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c246t-e72fb6382f66f25a3f6b4d161306a60d516333f106bb63949f856b6dd8b2bed33</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Agricultural IoT</topic><topic>Algorithms</topic><topic>Blockchain</topic><topic>consensus mechanism</topic><topic>Consensus protocol</topic><topic>credit-based selection</topic><topic>Cryptography</topic><topic>Cybersecurity</topic><topic>distributed system</topic><topic>Energy sources</topic><topic>Energy storage</topic><topic>Fault tolerance</topic><topic>Indexes</topic><topic>Internet of Things</topic><topic>Peer-to-peer computing</topic><topic>Security</topic><topic>Sensors</topic><topic>Throughput</topic><toplevel>online_resources</toplevel><creatorcontrib>Xiong, Shuming</creatorcontrib><creatorcontrib>Wang, Zeyu</creatorcontrib><creatorcontrib>Ni, Qiang</creatorcontrib><creatorcontrib>Han, Xue</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005-present</collection><collection>IEEE All-Society Periodicals Package (ASPP) 1998-Present</collection><collection>IEEE Electronic Library (IEL)</collection><collection>CrossRef</collection><collection>Computer and Information Systems Abstracts</collection><collection>Technology Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><jtitle>IEEE internet of things journal</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Xiong, Shuming</au><au>Wang, Zeyu</au><au>Ni, Qiang</au><au>Han, Xue</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>PoMC: An Efficient Blockchain Consensus Mechanism for Agricultural Internet of Things</atitle><jtitle>IEEE internet of things journal</jtitle><stitle>JIoT</stitle><date>2024-05-01</date><risdate>2024</risdate><volume>11</volume><issue>9</issue><spage>15193</spage><epage>15204</epage><pages>15193-15204</pages><issn>2327-4662</issn><eissn>2327-4662</eissn><coden>IITJAU</coden><abstract>Blockchain-based agricultural IoT systems face key challenges, such as high delay and low-transaction throughput. Existing complicated consensus mechanisms can cause IoT devices work inefficiently due to the limited computing, storage and energy resources. Additionally, many message exchanges can lead to high latency in the consensus process, which hinders the real-time applications of the agricultural IoT. Therefore, we propose Proof-of-Multifactor-Capacity (PoMC), an efficient and secure consensus mechanism for the agricultural IoT. It uses the communication capacity and credibility of a node as the evidence for making consensus. Moreover, a senator node lottery algorithm based on a credit mechanism and a new distributed incentive mechanism are designed to enhance security and motivate nodes to actively maintain the system. This article analyses the performance of PoMC theoretically, including security, latency, and system throughput, and presents a comparison of its asymptotic complexity with some existing consensus mechanisms. The simulation results demonstrate that the average transaction validation latency and average consensus latency of PoMC have decreased by 10% and 23%. In addition, PoMC outperforms SENATE, PoQF and practical Byzantine fault tolerance (PBFT) by 56%, 60% and 64% in terms of the system throughput, respectively.</abstract><cop>Piscataway</cop><pub>IEEE</pub><doi>10.1109/JIOT.2023.3348198</doi><tpages>12</tpages><orcidid>https://orcid.org/0000-0002-4593-1656</orcidid><orcidid>https://orcid.org/0000-0002-4972-7441</orcidid><orcidid>https://orcid.org/0000-0002-9692-515X</orcidid></addata></record> |
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subjects | Agricultural IoT Algorithms Blockchain consensus mechanism Consensus protocol credit-based selection Cryptography Cybersecurity distributed system Energy sources Energy storage Fault tolerance Indexes Internet of Things Peer-to-peer computing Security Sensors Throughput |
title | PoMC: An Efficient Blockchain Consensus Mechanism for Agricultural Internet of Things |
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