MAP-MAC: A Priority-Based MAC Protocol for MAX Aggregation in Wireless Sensor Networks
MAX aggregation is a typical data aggregation operation in wireless sensor networks (WSNs). Due to energy constraints, MAX aggregation's low latency and energy efficiency are critical in emergency applications. As priority-based media access control (MAC) protocols can provide early channel acc...
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description | MAX aggregation is a typical data aggregation operation in wireless sensor networks (WSNs). Due to energy constraints, MAX aggregation's low latency and energy efficiency are critical in emergency applications. As priority-based media access control (MAC) protocols can provide early channel access to high-priority traffic, assigning a higher priority level to data packets close to the MAX value can reduce the MAX value's delay. Since priority-based MAC protocols fail to offer success channel access strictly in descending order of priority, we still need to collect all data packets to obtain the accurate MAX value. Therefore, this article proposes a new priority-based MAC protocol for MAX aggregation (MAP-MAC), specially designed for cluster topology. MAP-MAC assigns the corresponding priority level to data packets according to the position of the data in the data range. Channel access priority is achieved by setting a corresponding starting clear channel assessment (CCA) detection in the time slot based on priority levels. This article analyzes the range of priorities and their impact on latency and energy consumption. The results show that MAP-MAC reduces the delay of the accurate MAX value by over 65% and energy consumption by over 70%, compared with the benchmark protocols. The analysis presented in this article is expected to provide a reference for setting the range of priorities and further improving the latency and energy consumption performance of WSNs. |
doi_str_mv | 10.1109/JSEN.2024.3487876 |
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Due to energy constraints, MAX aggregation's low latency and energy efficiency are critical in emergency applications. As priority-based media access control (MAC) protocols can provide early channel access to high-priority traffic, assigning a higher priority level to data packets close to the MAX value can reduce the MAX value's delay. Since priority-based MAC protocols fail to offer success channel access strictly in descending order of priority, we still need to collect all data packets to obtain the accurate MAX value. Therefore, this article proposes a new priority-based MAC protocol for MAX aggregation (MAP-MAC), specially designed for cluster topology. MAP-MAC assigns the corresponding priority level to data packets according to the position of the data in the data range. Channel access priority is achieved by setting a corresponding starting clear channel assessment (CCA) detection in the time slot based on priority levels. This article analyzes the range of priorities and their impact on latency and energy consumption. The results show that MAP-MAC reduces the delay of the accurate MAX value by over 65% and energy consumption by over 70%, compared with the benchmark protocols. The analysis presented in this article is expected to provide a reference for setting the range of priorities and further improving the latency and energy consumption performance of WSNs.</description><identifier>ISSN: 1530-437X</identifier><identifier>EISSN: 1558-1748</identifier><identifier>DOI: 10.1109/JSEN.2024.3487876</identifier><identifier>CODEN: ISJEAZ</identifier><language>eng</language><publisher>New York: IEEE</publisher><subject>Access control ; Accuracy ; Data aggregation ; Data management ; Delays ; Energy consumption ; energy efficiency ; IEEE 802.15 Standard ; Impact analysis ; IP networks ; low delay ; Media Access Control ; media access control (MAC) ; Network latency ; Packets (communication) ; Priorities ; priority ; Protocols ; Sensors ; Topology ; Traffic control ; Traffic delay ; Wireless sensor networks ; wireless sensor networks (WSNs)</subject><ispartof>IEEE sensors journal, 2024-12, Vol.24 (24), p.42152-42162</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. 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Due to energy constraints, MAX aggregation's low latency and energy efficiency are critical in emergency applications. As priority-based media access control (MAC) protocols can provide early channel access to high-priority traffic, assigning a higher priority level to data packets close to the MAX value can reduce the MAX value's delay. Since priority-based MAC protocols fail to offer success channel access strictly in descending order of priority, we still need to collect all data packets to obtain the accurate MAX value. Therefore, this article proposes a new priority-based MAC protocol for MAX aggregation (MAP-MAC), specially designed for cluster topology. MAP-MAC assigns the corresponding priority level to data packets according to the position of the data in the data range. Channel access priority is achieved by setting a corresponding starting clear channel assessment (CCA) detection in the time slot based on priority levels. This article analyzes the range of priorities and their impact on latency and energy consumption. The results show that MAP-MAC reduces the delay of the accurate MAX value by over 65% and energy consumption by over 70%, compared with the benchmark protocols. The analysis presented in this article is expected to provide a reference for setting the range of priorities and further improving the latency and energy consumption performance of WSNs.</description><subject>Access control</subject><subject>Accuracy</subject><subject>Data aggregation</subject><subject>Data management</subject><subject>Delays</subject><subject>Energy consumption</subject><subject>energy efficiency</subject><subject>IEEE 802.15 Standard</subject><subject>Impact analysis</subject><subject>IP networks</subject><subject>low delay</subject><subject>Media Access Control</subject><subject>media access control (MAC)</subject><subject>Network latency</subject><subject>Packets (communication)</subject><subject>Priorities</subject><subject>priority</subject><subject>Protocols</subject><subject>Sensors</subject><subject>Topology</subject><subject>Traffic control</subject><subject>Traffic delay</subject><subject>Wireless sensor networks</subject><subject>wireless sensor networks (WSNs)</subject><issn>1530-437X</issn><issn>1558-1748</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNpNkMtKAzEUhoMoWKsPILgIuJ6a6yTjbiz1RlsL9dLdkGZOymid1GSK9O2doV24Ooef7z8HPoQuKRlQSrKb5_loOmCEiQEXWmmVHqEelVInVAl93O2cJIKrxSk6i_GTEJopqXrofZLPkkk-vMU5noXKh6rZJXcmQonbtI18461fY-dDGyxwvloFWJmm8jWuavxRBVhDjHgOdWyRKTS_PnzFc3TizDrCxWH20dv96HX4mIxfHp6G-TixVKVNopkoS2Ms5y6DjFrHnJDEgWGaWVAGNFkqzTUlojTpUtil1Mwxq2kpHRfA--h6f3cT_M8WYlN8-m2o25cFpyKVWmshW4ruKRt8jAFcsQnVtwm7gpKi01d0-opOX3HQ13au9p0KAP7xShJGJP8Du7BqpQ</recordid><startdate>20241215</startdate><enddate>20241215</enddate><creator>Liang, Xiuxiu</creator><creator>Li, Xin</creator><creator>Yang, Haibo</creator><creator>Ma, Tao</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>7SP</scope><scope>7U5</scope><scope>8FD</scope><scope>L7M</scope><orcidid>https://orcid.org/0009-0009-2996-0201</orcidid><orcidid>https://orcid.org/0000-0001-9760-3905</orcidid></search><sort><creationdate>20241215</creationdate><title>MAP-MAC: A Priority-Based MAC Protocol for MAX Aggregation in Wireless Sensor Networks</title><author>Liang, Xiuxiu ; Li, Xin ; Yang, Haibo ; Ma, Tao</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c176t-824ddaac33f9e91cf2f450fea282ce7ae80b7838104da6b4cb582f2c81d5f34e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Access control</topic><topic>Accuracy</topic><topic>Data aggregation</topic><topic>Data management</topic><topic>Delays</topic><topic>Energy consumption</topic><topic>energy efficiency</topic><topic>IEEE 802.15 Standard</topic><topic>Impact analysis</topic><topic>IP networks</topic><topic>low delay</topic><topic>Media Access Control</topic><topic>media access control (MAC)</topic><topic>Network latency</topic><topic>Packets (communication)</topic><topic>Priorities</topic><topic>priority</topic><topic>Protocols</topic><topic>Sensors</topic><topic>Topology</topic><topic>Traffic control</topic><topic>Traffic delay</topic><topic>Wireless sensor networks</topic><topic>wireless sensor networks (WSNs)</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Liang, Xiuxiu</creatorcontrib><creatorcontrib>Li, Xin</creatorcontrib><creatorcontrib>Yang, Haibo</creatorcontrib><creatorcontrib>Ma, Tao</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>Electronics & Communications Abstracts</collection><collection>Solid State and Superconductivity Abstracts</collection><collection>Technology Research Database</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>IEEE sensors journal</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Liang, Xiuxiu</au><au>Li, Xin</au><au>Yang, Haibo</au><au>Ma, Tao</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>MAP-MAC: A Priority-Based MAC Protocol for MAX Aggregation in Wireless Sensor Networks</atitle><jtitle>IEEE sensors journal</jtitle><stitle>JSEN</stitle><date>2024-12-15</date><risdate>2024</risdate><volume>24</volume><issue>24</issue><spage>42152</spage><epage>42162</epage><pages>42152-42162</pages><issn>1530-437X</issn><eissn>1558-1748</eissn><coden>ISJEAZ</coden><abstract>MAX aggregation is a typical data aggregation operation in wireless sensor networks (WSNs). Due to energy constraints, MAX aggregation's low latency and energy efficiency are critical in emergency applications. As priority-based media access control (MAC) protocols can provide early channel access to high-priority traffic, assigning a higher priority level to data packets close to the MAX value can reduce the MAX value's delay. Since priority-based MAC protocols fail to offer success channel access strictly in descending order of priority, we still need to collect all data packets to obtain the accurate MAX value. Therefore, this article proposes a new priority-based MAC protocol for MAX aggregation (MAP-MAC), specially designed for cluster topology. MAP-MAC assigns the corresponding priority level to data packets according to the position of the data in the data range. Channel access priority is achieved by setting a corresponding starting clear channel assessment (CCA) detection in the time slot based on priority levels. This article analyzes the range of priorities and their impact on latency and energy consumption. The results show that MAP-MAC reduces the delay of the accurate MAX value by over 65% and energy consumption by over 70%, compared with the benchmark protocols. The analysis presented in this article is expected to provide a reference for setting the range of priorities and further improving the latency and energy consumption performance of WSNs.</abstract><cop>New York</cop><pub>IEEE</pub><doi>10.1109/JSEN.2024.3487876</doi><tpages>11</tpages><orcidid>https://orcid.org/0009-0009-2996-0201</orcidid><orcidid>https://orcid.org/0000-0001-9760-3905</orcidid></addata></record> |
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subjects | Access control Accuracy Data aggregation Data management Delays Energy consumption energy efficiency IEEE 802.15 Standard Impact analysis IP networks low delay Media Access Control media access control (MAC) Network latency Packets (communication) Priorities priority Protocols Sensors Topology Traffic control Traffic delay Wireless sensor networks wireless sensor networks (WSNs) |
title | MAP-MAC: A Priority-Based MAC Protocol for MAX Aggregation in Wireless Sensor Networks |
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