A novel elliptic trajectory formula for active RSSI-based antenna tracking algorithm
In this study, a novel received signal strength indicator (RSSI)-based tracking algorithm for antenna tracker systems utilizing directional antennas is proposed. This system has two sequential phases, which are the “Full Area Scan Phase” and the “Active RSSI-Based Tracking Phase” with a unique ellip...
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Veröffentlicht in: | Transactions of the Institute of Measurement and Control 2023-10, Vol.45 (14), p.2760-2770 |
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creator | Iscan, Mehmet Tas, Ali Ihsan Gurkan, Berkay Yilmaz, Cuneyt |
description | In this study, a novel received signal strength indicator (RSSI)-based tracking algorithm for antenna tracker systems utilizing directional antennas is proposed. This system has two sequential phases, which are the “Full Area Scan Phase” and the “Active RSSI-Based Tracking Phase” with a unique elliptic trajectory formula for generating an original two-dimensional (2D) RSSI map to detect the maximum signal. An elliptic trajectory paves the way for splitting RSSI measurements into specific regions equally on this map in which any disturbance and noises are eliminated. The proposed method do not require any telemetry data or multiple receivers for antennas. The simulation results showed that the algorithm attained to 98 % accuracy with respect to the Global Positioning System (GPS)-based ones. In real-world experiments, it captures the first handshake signal within 6 seconds even when the unmanned aerial vehicle (UAV) positions are uncertain. Furthermore, it is demonstrated that this novel technique can provide a continuous tracking at high resolution with the error value of
0
.
135
°
and
0
.
148
°
in the elevation and azimuth axes, respectively, compared with the GPS-based one. In conclusion, the simulation and test studies indicated that the proposed method could achieve a higher precision tracking with its advantages against the former methods. |
doi_str_mv | 10.1177/01423312231170925 |
format | Article |
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0
.
135
°
and
0
.
148
°
in the elevation and azimuth axes, respectively, compared with the GPS-based one. In conclusion, the simulation and test studies indicated that the proposed method could achieve a higher precision tracking with its advantages against the former methods.</description><identifier>ISSN: 0142-3312</identifier><identifier>EISSN: 1477-0369</identifier><identifier>DOI: 10.1177/01423312231170925</identifier><language>eng</language><publisher>London, England: SAGE Publications</publisher><subject>Algorithms ; Directional antennas ; Global positioning systems ; GPS ; Signal strength ; Telemetry ; Trajectories ; Unmanned aerial vehicles</subject><ispartof>Transactions of the Institute of Measurement and Control, 2023-10, Vol.45 (14), p.2760-2770</ispartof><rights>The Author(s) 2023</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c312t-3b268a73fcba39036eb5eae4cb156326d58c8dc603003cf038631f625a05d0d03</citedby><cites>FETCH-LOGICAL-c312t-3b268a73fcba39036eb5eae4cb156326d58c8dc603003cf038631f625a05d0d03</cites><orcidid>0000-0003-2261-8218</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://journals.sagepub.com/doi/pdf/10.1177/01423312231170925$$EPDF$$P50$$Gsage$$H</linktopdf><linktohtml>$$Uhttps://journals.sagepub.com/doi/10.1177/01423312231170925$$EHTML$$P50$$Gsage$$H</linktohtml><link.rule.ids>314,776,780,21798,27901,27902,43597,43598</link.rule.ids></links><search><creatorcontrib>Iscan, Mehmet</creatorcontrib><creatorcontrib>Tas, Ali Ihsan</creatorcontrib><creatorcontrib>Gurkan, Berkay</creatorcontrib><creatorcontrib>Yilmaz, Cuneyt</creatorcontrib><title>A novel elliptic trajectory formula for active RSSI-based antenna tracking algorithm</title><title>Transactions of the Institute of Measurement and Control</title><description>In this study, a novel received signal strength indicator (RSSI)-based tracking algorithm for antenna tracker systems utilizing directional antennas is proposed. This system has two sequential phases, which are the “Full Area Scan Phase” and the “Active RSSI-Based Tracking Phase” with a unique elliptic trajectory formula for generating an original two-dimensional (2D) RSSI map to detect the maximum signal. An elliptic trajectory paves the way for splitting RSSI measurements into specific regions equally on this map in which any disturbance and noises are eliminated. The proposed method do not require any telemetry data or multiple receivers for antennas. The simulation results showed that the algorithm attained to 98 % accuracy with respect to the Global Positioning System (GPS)-based ones. In real-world experiments, it captures the first handshake signal within 6 seconds even when the unmanned aerial vehicle (UAV) positions are uncertain. Furthermore, it is demonstrated that this novel technique can provide a continuous tracking at high resolution with the error value of
0
.
135
°
and
0
.
148
°
in the elevation and azimuth axes, respectively, compared with the GPS-based one. In conclusion, the simulation and test studies indicated that the proposed method could achieve a higher precision tracking with its advantages against the former methods.</description><subject>Algorithms</subject><subject>Directional antennas</subject><subject>Global positioning systems</subject><subject>GPS</subject><subject>Signal strength</subject><subject>Telemetry</subject><subject>Trajectories</subject><subject>Unmanned aerial vehicles</subject><issn>0142-3312</issn><issn>1477-0369</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNp1kE9Lw0AQxRdRsFY_gLcFz9HZnc0mPZbin0JBsPUcJptNTU2zdXdb6Lc3oYIH8TQM835vHo-xWwH3QmTZAwglEYWU2K8wkekZGwmVZQmgnpyz0XBPBsEluwphAwBKaTViqynv3MG23LZts4uN4dHTxpro_JHXzm_3LQ2Tk4nNwfK35XKelBRsxamLtutoAMxn0605tWvnm_ixvWYXNbXB3vzMMXt_elzNXpLF6_N8Nl0kpg8SEyylzinD2pSEkz6oLVNLVplSpBqlrtLc5JXRgABoasBco6i1TAnSCirAMbs7-e68-9rbEIuN2_uuf1nIXKs8FagGlTipjHcheFsXO99syR8LAcVQXvGnvJ65PzGB1vbX9X_gG1Itbdg</recordid><startdate>202310</startdate><enddate>202310</enddate><creator>Iscan, Mehmet</creator><creator>Tas, Ali Ihsan</creator><creator>Gurkan, Berkay</creator><creator>Yilmaz, Cuneyt</creator><general>SAGE Publications</general><general>Sage Publications Ltd</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7SP</scope><scope>7U5</scope><scope>8FD</scope><scope>F28</scope><scope>FR3</scope><scope>L7M</scope><orcidid>https://orcid.org/0000-0003-2261-8218</orcidid></search><sort><creationdate>202310</creationdate><title>A novel elliptic trajectory formula for active RSSI-based antenna tracking algorithm</title><author>Iscan, Mehmet ; Tas, Ali Ihsan ; Gurkan, Berkay ; Yilmaz, Cuneyt</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c312t-3b268a73fcba39036eb5eae4cb156326d58c8dc603003cf038631f625a05d0d03</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Algorithms</topic><topic>Directional antennas</topic><topic>Global positioning systems</topic><topic>GPS</topic><topic>Signal strength</topic><topic>Telemetry</topic><topic>Trajectories</topic><topic>Unmanned aerial vehicles</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Iscan, Mehmet</creatorcontrib><creatorcontrib>Tas, Ali Ihsan</creatorcontrib><creatorcontrib>Gurkan, Berkay</creatorcontrib><creatorcontrib>Yilmaz, Cuneyt</creatorcontrib><collection>CrossRef</collection><collection>Electronics & Communications Abstracts</collection><collection>Solid State and Superconductivity Abstracts</collection><collection>Technology Research Database</collection><collection>ANTE: Abstracts in New Technology & Engineering</collection><collection>Engineering Research Database</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>Transactions of the Institute of Measurement and Control</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Iscan, Mehmet</au><au>Tas, Ali Ihsan</au><au>Gurkan, Berkay</au><au>Yilmaz, Cuneyt</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A novel elliptic trajectory formula for active RSSI-based antenna tracking algorithm</atitle><jtitle>Transactions of the Institute of Measurement and Control</jtitle><date>2023-10</date><risdate>2023</risdate><volume>45</volume><issue>14</issue><spage>2760</spage><epage>2770</epage><pages>2760-2770</pages><issn>0142-3312</issn><eissn>1477-0369</eissn><abstract>In this study, a novel received signal strength indicator (RSSI)-based tracking algorithm for antenna tracker systems utilizing directional antennas is proposed. This system has two sequential phases, which are the “Full Area Scan Phase” and the “Active RSSI-Based Tracking Phase” with a unique elliptic trajectory formula for generating an original two-dimensional (2D) RSSI map to detect the maximum signal. An elliptic trajectory paves the way for splitting RSSI measurements into specific regions equally on this map in which any disturbance and noises are eliminated. The proposed method do not require any telemetry data or multiple receivers for antennas. The simulation results showed that the algorithm attained to 98 % accuracy with respect to the Global Positioning System (GPS)-based ones. In real-world experiments, it captures the first handshake signal within 6 seconds even when the unmanned aerial vehicle (UAV) positions are uncertain. Furthermore, it is demonstrated that this novel technique can provide a continuous tracking at high resolution with the error value of
0
.
135
°
and
0
.
148
°
in the elevation and azimuth axes, respectively, compared with the GPS-based one. In conclusion, the simulation and test studies indicated that the proposed method could achieve a higher precision tracking with its advantages against the former methods.</abstract><cop>London, England</cop><pub>SAGE Publications</pub><doi>10.1177/01423312231170925</doi><tpages>11</tpages><orcidid>https://orcid.org/0000-0003-2261-8218</orcidid></addata></record> |
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issn | 0142-3312 1477-0369 |
language | eng |
recordid | cdi_proquest_journals_2864851340 |
source | SAGE Complete |
subjects | Algorithms Directional antennas Global positioning systems GPS Signal strength Telemetry Trajectories Unmanned aerial vehicles |
title | A novel elliptic trajectory formula for active RSSI-based antenna tracking algorithm |
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