Radar Ambiguity Functions of Binary-Coded and Frequency-Hopped Waveforms Designed Based on the Permutations of Sudoku Matrix
The combinatorial number-placement puzzle, known worldwide as Sudoku puzzle, has been utilized as an encoder for generating diverse phase-coded and frequency-coded waveforms for high-resolution radar. In this article, we develop a Sudoku-based binary encoding scheme that generates a complete set of...
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description | The combinatorial number-placement puzzle, known worldwide as Sudoku puzzle, has been utilized as an encoder for generating diverse phase-coded and frequency-coded waveforms for high-resolution radar. In this article, we develop a Sudoku-based binary encoding scheme that generates a complete set of orthogonal and quasi-orthogonal binary codewords, referred to as Sudoku code, from the unique numeric permutations of a solved Sudoku matrix. The correlation and the orthogonality properties of the Sudoku binary sequences are described and compared with the correlation properties of the pseudorandom maximal-length sequences. Binary code-diverse waveforms and a frequency-hopping waveform with a unique Sudoku permutation as its frequency-coding sequence are introduced. The radar ambiguity functions of the Sudoku binary code-diverse and the frequency-hopped waveforms are derived too. Computer plots of the ambiguity functions of Sudoku binary code-diverse waveforms of different orders, a Sudoku-based frequency-hopping waveform, and a Costas frequency-coded waveform are presented. Performance analysis and comparison of the numerical results reveal that the ambiguity function of a Sudoku binary code-diverse waveform resembles the radar thumbtack ambiguity function, and it is more attractive for the applications of high-resolution radar than that of the Sudoku-based frequency-hopping waveforms. |
doi_str_mv | 10.1109/TAES.2024.3449246 |
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M. ; Narayanan, Ram M.</creator><creatorcontrib>Hussain, Malek G. M. ; Narayanan, Ram M.</creatorcontrib><description>The combinatorial number-placement puzzle, known worldwide as Sudoku puzzle, has been utilized as an encoder for generating diverse phase-coded and frequency-coded waveforms for high-resolution radar. In this article, we develop a Sudoku-based binary encoding scheme that generates a complete set of orthogonal and quasi-orthogonal binary codewords, referred to as Sudoku code, from the unique numeric permutations of a solved Sudoku matrix. The correlation and the orthogonality properties of the Sudoku binary sequences are described and compared with the correlation properties of the pseudorandom maximal-length sequences. Binary code-diverse waveforms and a frequency-hopping waveform with a unique Sudoku permutation as its frequency-coding sequence are introduced. The radar ambiguity functions of the Sudoku binary code-diverse and the frequency-hopped waveforms are derived too. Computer plots of the ambiguity functions of Sudoku binary code-diverse waveforms of different orders, a Sudoku-based frequency-hopping waveform, and a Costas frequency-coded waveform are presented. Performance analysis and comparison of the numerical results reveal that the ambiguity function of a Sudoku binary code-diverse waveform resembles the radar thumbtack ambiguity function, and it is more attractive for the applications of high-resolution radar than that of the Sudoku-based frequency-hopping waveforms.</description><identifier>ISSN: 0018-9251</identifier><identifier>EISSN: 1557-9603</identifier><identifier>DOI: 10.1109/TAES.2024.3449246</identifier><identifier>CODEN: IEARAX</identifier><language>eng</language><publisher>IEEE</publisher><subject>ambiguity function ; Binary phase shift keying ; Correlation ; Doppler radar ; Electrons ; Encoding ; Matrix converters ; Radar ; radar resolution ; Sudoku binary codes ; Sudoku puzzle ; waveform design</subject><ispartof>IEEE transactions on aerospace and electronic systems, 2024-08, p.1-15</ispartof><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/10646475$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,777,781,793,27905,27906,54739</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/10646475$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Hussain, Malek G. M.</creatorcontrib><creatorcontrib>Narayanan, Ram M.</creatorcontrib><title>Radar Ambiguity Functions of Binary-Coded and Frequency-Hopped Waveforms Designed Based on the Permutations of Sudoku Matrix</title><title>IEEE transactions on aerospace and electronic systems</title><addtitle>T-AES</addtitle><description>The combinatorial number-placement puzzle, known worldwide as Sudoku puzzle, has been utilized as an encoder for generating diverse phase-coded and frequency-coded waveforms for high-resolution radar. In this article, we develop a Sudoku-based binary encoding scheme that generates a complete set of orthogonal and quasi-orthogonal binary codewords, referred to as Sudoku code, from the unique numeric permutations of a solved Sudoku matrix. The correlation and the orthogonality properties of the Sudoku binary sequences are described and compared with the correlation properties of the pseudorandom maximal-length sequences. Binary code-diverse waveforms and a frequency-hopping waveform with a unique Sudoku permutation as its frequency-coding sequence are introduced. The radar ambiguity functions of the Sudoku binary code-diverse and the frequency-hopped waveforms are derived too. Computer plots of the ambiguity functions of Sudoku binary code-diverse waveforms of different orders, a Sudoku-based frequency-hopping waveform, and a Costas frequency-coded waveform are presented. Performance analysis and comparison of the numerical results reveal that the ambiguity function of a Sudoku binary code-diverse waveform resembles the radar thumbtack ambiguity function, and it is more attractive for the applications of high-resolution radar than that of the Sudoku-based frequency-hopping waveforms.</description><subject>ambiguity function</subject><subject>Binary phase shift keying</subject><subject>Correlation</subject><subject>Doppler radar</subject><subject>Electrons</subject><subject>Encoding</subject><subject>Matrix converters</subject><subject>Radar</subject><subject>radar resolution</subject><subject>Sudoku binary codes</subject><subject>Sudoku puzzle</subject><subject>waveform design</subject><issn>0018-9251</issn><issn>1557-9603</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNpNkN1Kw0AQhRdRsFYfQPBiXyB1N_uby7ZaK1QUW_Ay7M-kRk1SdxOx4MOb0iLezDCHOQfOh9AlJSNKSXa9Gt8uRylJ-YhxnqVcHqEBFUIlmSTsGA0IoTrJUkFP0VmMb_3JNWcD9PNsvAl4XNly3ZXtFs-62rVlU0fcFHhS1iZsk2njwWNTezwL8NlB7bbJvNlsevHFfEHRhCriG4jluu6liYn9bGrcvgJ-glB1rflLXHa-ee_wg2lD-X2OTgrzEeHisIdoNbtdTefJ4vHufjpeJE4ykWiiU2t5ClJKIMJzQ5SSmjDLNSigziumwdvCSGe9S62iQgmhnRWmoIKxIaL7WBeaGAMU-SaUVV8spyTf0ct39PIdvfxAr_dc7T0lAPz7l1xyJdgvHopthQ</recordid><startdate>20240823</startdate><enddate>20240823</enddate><creator>Hussain, Malek G. M.</creator><creator>Narayanan, Ram M.</creator><general>IEEE</general><scope>97E</scope><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope></search><sort><creationdate>20240823</creationdate><title>Radar Ambiguity Functions of Binary-Coded and Frequency-Hopped Waveforms Designed Based on the Permutations of Sudoku Matrix</title><author>Hussain, Malek G. 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M.</creatorcontrib><creatorcontrib>Narayanan, Ram M.</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><jtitle>IEEE transactions on aerospace and electronic systems</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Hussain, Malek G. M.</au><au>Narayanan, Ram M.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Radar Ambiguity Functions of Binary-Coded and Frequency-Hopped Waveforms Designed Based on the Permutations of Sudoku Matrix</atitle><jtitle>IEEE transactions on aerospace and electronic systems</jtitle><stitle>T-AES</stitle><date>2024-08-23</date><risdate>2024</risdate><spage>1</spage><epage>15</epage><pages>1-15</pages><issn>0018-9251</issn><eissn>1557-9603</eissn><coden>IEARAX</coden><abstract>The combinatorial number-placement puzzle, known worldwide as Sudoku puzzle, has been utilized as an encoder for generating diverse phase-coded and frequency-coded waveforms for high-resolution radar. In this article, we develop a Sudoku-based binary encoding scheme that generates a complete set of orthogonal and quasi-orthogonal binary codewords, referred to as Sudoku code, from the unique numeric permutations of a solved Sudoku matrix. The correlation and the orthogonality properties of the Sudoku binary sequences are described and compared with the correlation properties of the pseudorandom maximal-length sequences. Binary code-diverse waveforms and a frequency-hopping waveform with a unique Sudoku permutation as its frequency-coding sequence are introduced. The radar ambiguity functions of the Sudoku binary code-diverse and the frequency-hopped waveforms are derived too. Computer plots of the ambiguity functions of Sudoku binary code-diverse waveforms of different orders, a Sudoku-based frequency-hopping waveform, and a Costas frequency-coded waveform are presented. Performance analysis and comparison of the numerical results reveal that the ambiguity function of a Sudoku binary code-diverse waveform resembles the radar thumbtack ambiguity function, and it is more attractive for the applications of high-resolution radar than that of the Sudoku-based frequency-hopping waveforms.</abstract><pub>IEEE</pub><doi>10.1109/TAES.2024.3449246</doi><tpages>15</tpages></addata></record> |
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subjects | ambiguity function Binary phase shift keying Correlation Doppler radar Electrons Encoding Matrix converters Radar radar resolution Sudoku binary codes Sudoku puzzle waveform design |
title | Radar Ambiguity Functions of Binary-Coded and Frequency-Hopped Waveforms Designed Based on the Permutations of Sudoku Matrix |
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