A TDMA-Based Data Gathering Protocol for Molecular Communication via Diffusion-Based Nano-Sensor Networks
This paper explores the application of molecular communication via diffusion-based nano-sensor networks (MCSNs) for data gathering applications in in-body medical systems. For MCSNs, the large and varying propagation delay in the channel presents a fundamental challenge for channel access, leading t...
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Veröffentlicht in: | IEEE sensors journal 2021-09, Vol.21 (17), p.19582-19595 |
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description | This paper explores the application of molecular communication via diffusion-based nano-sensor networks (MCSNs) for data gathering applications in in-body medical systems. For MCSNs, the large and varying propagation delay in the channel presents a fundamental challenge for channel access, leading to packet collisions. Although packet collisions are well-studied for traditional wireless sensor networks, to date, there are no such studies conducted for MCSNs. Another fundamental challenge is the limited capabilities of the nano-sensors, rendering the existing solutions inefficient. Therefore, a novel light-weight time-division multiple access (TDMA)-based data gathering multiple access control (MAC) protocol is proposed. Light-weight here implies that long information, such as timestamps, is not exchanged. TDMA-based here implies that each nano-sensor is designated an exclusive time-slot. The lack of a channel model for spherical transmitters impairs theoretical analysis of the probability of packet collisions. To overcome this, the propagation delay is approximated as a Normal distribution. The model is validated using the widely popular particle-based simulation, which is also used to determine the packet duration considering ON-OFF shift keying. Building upon these analyses, a system-level simulator is developed to evaluate the proposed MAC protocol. For the first time, the packet collision probability is characterized under varied distances and diffusion coefficients. A key finding is the correlation between the channel utilization and the time-slot occupancy ratio, which can be used as a tool to optimize the performance of an MCSN. Finally, comparisons with conventional TDMA reveals that the proposed protocol can offer better performance. |
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For MCSNs, the large and varying propagation delay in the channel presents a fundamental challenge for channel access, leading to packet collisions. Although packet collisions are well-studied for traditional wireless sensor networks, to date, there are no such studies conducted for MCSNs. Another fundamental challenge is the limited capabilities of the nano-sensors, rendering the existing solutions inefficient. Therefore, a novel light-weight time-division multiple access (TDMA)-based data gathering multiple access control (MAC) protocol is proposed. Light-weight here implies that long information, such as timestamps, is not exchanged. TDMA-based here implies that each nano-sensor is designated an exclusive time-slot. The lack of a channel model for spherical transmitters impairs theoretical analysis of the probability of packet collisions. To overcome this, the propagation delay is approximated as a Normal distribution. The model is validated using the widely popular particle-based simulation, which is also used to determine the packet duration considering ON-OFF shift keying. Building upon these analyses, a system-level simulator is developed to evaluate the proposed MAC protocol. For the first time, the packet collision probability is characterized under varied distances and diffusion coefficients. A key finding is the correlation between the channel utilization and the time-slot occupancy ratio, which can be used as a tool to optimize the performance of an MCSN. Finally, comparisons with conventional TDMA reveals that the proposed protocol can offer better performance.</description><identifier>ISSN: 1530-437X</identifier><identifier>EISSN: 1558-1748</identifier><identifier>DOI: 10.1109/JSEN.2021.3091494</identifier><identifier>CODEN: ISJEAZ</identifier><language>eng</language><publisher>New York: IEEE</publisher><subject>Access control ; Collision dynamics ; Data gathering ; Diffusion ; Keying ; Media Access Control ; Molecular communication ; molecular communications ; multiple access control ; nano-sensor networks ; Nanosensors ; Normal distribution ; Occupancy ; packet collisions ; Propagation ; Propagation delay ; Protocols ; Sensor phenomena and characterization ; Sensors ; Statistical analysis ; Time Division Multiple Access ; Transmitters ; Weight reduction ; Wireless networks ; Wireless sensor networks</subject><ispartof>IEEE sensors journal, 2021-09, Vol.21 (17), p.19582-19595</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2021</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c336t-c3315621cfe2d0c1f2c760a53c3d2c5c911189d91bcb5b0a0e6d63c2a8e0f0873</citedby><cites>FETCH-LOGICAL-c336t-c3315621cfe2d0c1f2c760a53c3d2c5c911189d91bcb5b0a0e6d63c2a8e0f0873</cites><orcidid>0000-0002-8696-0920 ; 0000-0002-6949-0904</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/9462077$$EHTML$$P50$$Gieee$$Hfree_for_read</linktohtml><link.rule.ids>314,776,780,792,27901,27902,54733</link.rule.ids></links><search><creatorcontrib>Shitiri, Ethungshan</creatorcontrib><creatorcontrib>Cho, Ho-Shin</creatorcontrib><title>A TDMA-Based Data Gathering Protocol for Molecular Communication via Diffusion-Based Nano-Sensor Networks</title><title>IEEE sensors journal</title><addtitle>JSEN</addtitle><description>This paper explores the application of molecular communication via diffusion-based nano-sensor networks (MCSNs) for data gathering applications in in-body medical systems. For MCSNs, the large and varying propagation delay in the channel presents a fundamental challenge for channel access, leading to packet collisions. Although packet collisions are well-studied for traditional wireless sensor networks, to date, there are no such studies conducted for MCSNs. Another fundamental challenge is the limited capabilities of the nano-sensors, rendering the existing solutions inefficient. Therefore, a novel light-weight time-division multiple access (TDMA)-based data gathering multiple access control (MAC) protocol is proposed. Light-weight here implies that long information, such as timestamps, is not exchanged. TDMA-based here implies that each nano-sensor is designated an exclusive time-slot. The lack of a channel model for spherical transmitters impairs theoretical analysis of the probability of packet collisions. To overcome this, the propagation delay is approximated as a Normal distribution. The model is validated using the widely popular particle-based simulation, which is also used to determine the packet duration considering ON-OFF shift keying. Building upon these analyses, a system-level simulator is developed to evaluate the proposed MAC protocol. For the first time, the packet collision probability is characterized under varied distances and diffusion coefficients. A key finding is the correlation between the channel utilization and the time-slot occupancy ratio, which can be used as a tool to optimize the performance of an MCSN. Finally, comparisons with conventional TDMA reveals that the proposed protocol can offer better performance.</description><subject>Access control</subject><subject>Collision dynamics</subject><subject>Data gathering</subject><subject>Diffusion</subject><subject>Keying</subject><subject>Media Access Control</subject><subject>Molecular communication</subject><subject>molecular communications</subject><subject>multiple access control</subject><subject>nano-sensor networks</subject><subject>Nanosensors</subject><subject>Normal distribution</subject><subject>Occupancy</subject><subject>packet collisions</subject><subject>Propagation</subject><subject>Propagation delay</subject><subject>Protocols</subject><subject>Sensor phenomena and characterization</subject><subject>Sensors</subject><subject>Statistical analysis</subject><subject>Time Division Multiple Access</subject><subject>Transmitters</subject><subject>Weight reduction</subject><subject>Wireless networks</subject><subject>Wireless sensor networks</subject><issn>1530-437X</issn><issn>1558-1748</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>ESBDL</sourceid><sourceid>RIE</sourceid><recordid>eNo9kE1LwzAYx4MoOKcfQLwEPHfmSZqkOc5tTmWbwiZ4C1maaufWaNIqfntbNrw8L_B_gR9Cl0AGAETdPC4niwElFAaMKEhVeoR6wHmWgEyz4-5mJEmZfD1FZzFuCAElueyhcohX4_kwuTXR5XhsaoOnpn53oaze8HPwtbd-iwsf8NxvnW22JuCR3-2aqrSmLn2Fv0uDx2VRNLH9DjkLU_lk6arY-hau_vHhI56jk8Jso7s47D56uZusRvfJ7Gn6MBrOEsuYqLsJXFCwhaM5sVBQKwUxnFmWU8utAoBM5QrWds3XxBAncsEsNZkjBckk66Prfe5n8F-Ni7Xe-CZUbaWmXGREKJlCq4K9ygYfY3CF_gzlzoRfDUR3RHVHVHdE9YFo67nae0rn3L9epYISKdkfs0Fx4g</recordid><startdate>20210901</startdate><enddate>20210901</enddate><creator>Shitiri, Ethungshan</creator><creator>Cho, Ho-Shin</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. (IEEE)</general><scope>97E</scope><scope>ESBDL</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/0000-0002-8696-0920</orcidid><orcidid>https://orcid.org/0000-0002-6949-0904</orcidid></search><sort><creationdate>20210901</creationdate><title>A TDMA-Based Data Gathering Protocol for Molecular Communication via Diffusion-Based Nano-Sensor Networks</title><author>Shitiri, Ethungshan ; Cho, Ho-Shin</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c336t-c3315621cfe2d0c1f2c760a53c3d2c5c911189d91bcb5b0a0e6d63c2a8e0f0873</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Access control</topic><topic>Collision dynamics</topic><topic>Data gathering</topic><topic>Diffusion</topic><topic>Keying</topic><topic>Media Access Control</topic><topic>Molecular communication</topic><topic>molecular communications</topic><topic>multiple access control</topic><topic>nano-sensor networks</topic><topic>Nanosensors</topic><topic>Normal distribution</topic><topic>Occupancy</topic><topic>packet collisions</topic><topic>Propagation</topic><topic>Propagation delay</topic><topic>Protocols</topic><topic>Sensor phenomena and characterization</topic><topic>Sensors</topic><topic>Statistical analysis</topic><topic>Time Division Multiple Access</topic><topic>Transmitters</topic><topic>Weight reduction</topic><topic>Wireless networks</topic><topic>Wireless sensor networks</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Shitiri, Ethungshan</creatorcontrib><creatorcontrib>Cho, Ho-Shin</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005-present</collection><collection>IEEE Xplore Open Access Journals</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</fulltext></delivery><addata><au>Shitiri, Ethungshan</au><au>Cho, Ho-Shin</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A TDMA-Based Data Gathering Protocol for Molecular Communication via Diffusion-Based Nano-Sensor Networks</atitle><jtitle>IEEE sensors journal</jtitle><stitle>JSEN</stitle><date>2021-09-01</date><risdate>2021</risdate><volume>21</volume><issue>17</issue><spage>19582</spage><epage>19595</epage><pages>19582-19595</pages><issn>1530-437X</issn><eissn>1558-1748</eissn><coden>ISJEAZ</coden><abstract>This paper explores the application of molecular communication via diffusion-based nano-sensor networks (MCSNs) for data gathering applications in in-body medical systems. For MCSNs, the large and varying propagation delay in the channel presents a fundamental challenge for channel access, leading to packet collisions. Although packet collisions are well-studied for traditional wireless sensor networks, to date, there are no such studies conducted for MCSNs. Another fundamental challenge is the limited capabilities of the nano-sensors, rendering the existing solutions inefficient. Therefore, a novel light-weight time-division multiple access (TDMA)-based data gathering multiple access control (MAC) protocol is proposed. Light-weight here implies that long information, such as timestamps, is not exchanged. TDMA-based here implies that each nano-sensor is designated an exclusive time-slot. The lack of a channel model for spherical transmitters impairs theoretical analysis of the probability of packet collisions. To overcome this, the propagation delay is approximated as a Normal distribution. The model is validated using the widely popular particle-based simulation, which is also used to determine the packet duration considering ON-OFF shift keying. Building upon these analyses, a system-level simulator is developed to evaluate the proposed MAC protocol. For the first time, the packet collision probability is characterized under varied distances and diffusion coefficients. A key finding is the correlation between the channel utilization and the time-slot occupancy ratio, which can be used as a tool to optimize the performance of an MCSN. Finally, comparisons with conventional TDMA reveals that the proposed protocol can offer better performance.</abstract><cop>New York</cop><pub>IEEE</pub><doi>10.1109/JSEN.2021.3091494</doi><tpages>14</tpages><orcidid>https://orcid.org/0000-0002-8696-0920</orcidid><orcidid>https://orcid.org/0000-0002-6949-0904</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Access control Collision dynamics Data gathering Diffusion Keying Media Access Control Molecular communication molecular communications multiple access control nano-sensor networks Nanosensors Normal distribution Occupancy packet collisions Propagation Propagation delay Protocols Sensor phenomena and characterization Sensors Statistical analysis Time Division Multiple Access Transmitters Weight reduction Wireless networks Wireless sensor networks |
title | A TDMA-Based Data Gathering Protocol for Molecular Communication via Diffusion-Based Nano-Sensor Networks |
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