Hybrid spectrum sensing architecture using LLCBC MAC for CR-WSN applications
A reconfigurable and hardware proficient hybrid VLSI architecture is greatly necessitated for spectrum sensing that is a combination of energy detection and time domain cyclostationary techniques for cognitive radio applications. One among the key features of Cognitive Radio is Spectrum Sensing whic...
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Published in: | Analog integrated circuits and signal processing Vol. 108; no. 3; pp. 657 - 669 |
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Abstract | A reconfigurable and hardware proficient hybrid VLSI architecture is greatly necessitated for spectrum sensing that is a combination of energy detection and time domain cyclostationary techniques for cognitive radio applications. One among the key features of Cognitive Radio is Spectrum Sensing which is exploited for allocating unused frequency band efficiently. Various research works are being carried out to investigate the different spectrum sensing methods and analyze the advantages, disadvantage and applications. Here, the novel idea is to design a hybrid architecture by combining energy detection and time domain cyclostationary techniques by exploiting the advantages of those techniques and can be selected based on the applications. Also an energy efficient Low Latency Column Bit Compressed (LLCBC) MAC is greatly utilized in this hybrid architecture to design an Application Specific Integrated Circuit more efficiently. The Proposed method thus helps in achieving significant VLSI parameters such as area, power and delay when compared with the existing time domain cyclostationary technique. The proposed Cyclostationary-based Spectrum Sensing Architecture using LLCBC MAC also yields 4.3% Area reduction, 19.5% Power reduction and with no change in Delay when compared with existing Cyclostationary-based Spectrum Sensing Architecture. Also, in Hybrid Spectrum Sensing Architecture embedding LLCBC MAC unit, a significant reduction in Area and Power corresponding to 57%, and 32% are achieved respectively, besides Hybrid Architecture is 15.28% faster than the individual architectures. |
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AbstractList | A reconfigurable and hardware proficient hybrid VLSI architecture is greatly necessitated for spectrum sensing that is a combination of energy detection and time domain cyclostationary techniques for cognitive radio applications. One among the key features of Cognitive Radio is Spectrum Sensing which is exploited for allocating unused frequency band efficiently. Various research works are being carried out to investigate the different spectrum sensing methods and analyze the advantages, disadvantage and applications. Here, the novel idea is to design a hybrid architecture by combining energy detection and time domain cyclostationary techniques by exploiting the advantages of those techniques and can be selected based on the applications. Also an energy efficient Low Latency Column Bit Compressed (LLCBC) MAC is greatly utilized in this hybrid architecture to design an Application Specific Integrated Circuit more efficiently. The Proposed method thus helps in achieving significant VLSI parameters such as area, power and delay when compared with the existing time domain cyclostationary technique. The proposed Cyclostationary-based Spectrum Sensing Architecture using LLCBC MAC also yields 4.3% Area reduction, 19.5% Power reduction and with no change in Delay when compared with existing Cyclostationary-based Spectrum Sensing Architecture. Also, in Hybrid Spectrum Sensing Architecture embedding LLCBC MAC unit, a significant reduction in Area and Power corresponding to 57%, and 32% are achieved respectively, besides Hybrid Architecture is 15.28% faster than the individual architectures. |
Author | Rathinasabapathy, Vimalathithan Suguna, R. |
Author_xml | – sequence: 1 givenname: R. surname: Suguna fullname: Suguna, R. email: sugunasenthil25@gmail.com organization: Department of Electronics and Communication Engg, Karpagam College of Engineering – sequence: 2 givenname: Vimalathithan surname: Rathinasabapathy fullname: Rathinasabapathy, Vimalathithan organization: Department of Electronics and Communication Engg, Karpagam College of Engineering |
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Cites_doi | 10.1016/j.micpro.2019.06.005 10.1109/WCL.2012.062512.120299 10.1109/78.317857 10.1109/maes.2018.170098 10.1007/s11277-013-1332-4 10.1109/JSAC.2004.839380 10.1109/JSAC.2008.080103 10.1049/iet-cds.2017.0292 10.1109/WiSPNET.2017.8299843 10.1109/ICPEICES.2016.7853328 10.1109/COMST.2015.2481722 10.1109/ICCCN.2008.ECP.102 10.1049/iet-com.2010.0571 10.1109/SURV.2009.090109 10.1109/TVT.2015.2422715 10.1109/CROWNCOM.2007.4549769 10.1007/s41870-018-0236-7 10.3390/s130911196 10.1109/iscas.2017.8050567 |
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Keywords | ASIC Spectrum sensing VLSI Cognitive radio (CR) LLCBC MAC Energy detection (ED) Cyclostationary detection technique |
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References | Ivanov, Mihovska, Tonchev, Poulkov (CR14) 2018; 33 Khan, Rehmani, Reisslein (CR5) 2016; 18 Lundn, Koivunen, Huttunen (CR25) 2007 Negi, Singh (CR15) 2016; 5 Xiang, Bin, Hong, Pin-Han, Zhiqiang, Lili (CR19) 2012; 1 Ghosh, Mehedi, Samal (CR16) 2018 Haykin (CR1) 2005; 23 Murty, Shreshtha (CR2) 2018 Yucek, Arslan (CR6) 2009; 11 Suguna, Vimalathithan (CR23) 2020; 150 Ikuma, Naraghi-Pour (CR22) 2010 Sharma, Chauhan (CR17) 2016 Ishwerya, Geethu, Lakshminarayanan (CR12) 2017 Dandawate, Giannakis (CR24) 1994; 42 Joshi, Nam, Kim (CR4) 2013; 13 Zahmati, Fernando, Grami (CR13) 2014; 74 CR8 Kaur, Sharma (CR10) 2017; 8 CR9 Neyman, Pearson (CR26) 1933; 231 López-Benítez, Casadevall (CR18) 2012; 6 Sutton, Nolan, Doyle (CR3) 2008; 26 Kaur, Sharma (CR11) 2016; 7 Chaudhari, Kosunen, Mäkinen (CR21) 2016; 65 Suguna, Vimalathithan (CR20) 2019; 69 Manesh, Apu, Kaabouch, Hu (CR7) 2016; 19 MR Manesh (1848_CR7) 2016; 19 A Ivanov (1848_CR14) 2018; 33 M Negi (1848_CR15) 2016; 5 T Ikuma (1848_CR22) 2010 R Suguna (1848_CR20) 2019; 69 R Suguna (1848_CR23) 2020; 150 M López-Benítez (1848_CR18) 2012; 6 T Yucek (1848_CR6) 2009; 11 L Xiang (1848_CR19) 2012; 1 P Ishwerya (1848_CR12) 2017 MS Murty (1848_CR2) 2018 GP Joshi (1848_CR4) 2013; 13 S Chaudhari (1848_CR21) 2016; 65 A Sharma (1848_CR17) 2016 J Lundn (1848_CR25) 2007 1848_CR9 1848_CR8 SK Ghosh (1848_CR16) 2018 S Haykin (1848_CR1) 2005; 23 J Neyman (1848_CR26) 1933; 231 AS Zahmati (1848_CR13) 2014; 74 AV Dandawate (1848_CR24) 1994; 42 PD Sutton (1848_CR3) 2008; 26 R Kaur (1848_CR11) 2016; 7 AA Khan (1848_CR5) 2016; 18 R Kaur (1848_CR10) 2017; 8 |
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start-page: 2355 issue: 9 year: 1994 end-page: 2369 ident: CR24 article-title: Statistical tests for presence of cyclostationarity publication-title: IEEE Transactions on Signal Processing doi: 10.1109/78.317857 contributor: fullname: Giannakis – volume: 33 start-page: 20 issue: 5–6 year: 2018 end-page: 33 ident: CR14 article-title: Real-time adaptive spectrum sensing for cyclostationary and energy detectors publication-title: IEEE Aerospace and Electronic Systems Magazine doi: 10.1109/maes.2018.170098 contributor: fullname: Poulkov – volume: 74 start-page: 953 year: 2014 end-page: 968 ident: CR13 article-title: A hybrid spectrum sensing method for cognitive sensor networks publication-title: Wireless Personal Communications: An International Journal doi: 10.1007/s11277-013-1332-4 contributor: fullname: Grami – volume: 23 start-page: 201 issue: 2 year: 2005 end-page: 220 ident: CR1 article-title: Cognitive radio: brain-empowered wireless communications publication-title: IEEE Journal on Selected Areas in Communications doi: 10.1109/JSAC.2004.839380 contributor: fullname: Haykin – volume: 231 start-page: 289 issue: 694–706 year: 1933 end-page: 337 ident: CR26 article-title: On the problem of the most efficient tests of statistical hypotheses publication-title: Philosophical Transactions of the Royal Society: Mathematical, Physical and Engineering Sciences contributor: fullname: Pearson – volume: 26 start-page: 13 issue: 1 year: 2008 end-page: 24 ident: CR3 article-title: Cyclostationary signatures in practical cognitive radio applications publication-title: IEEE Journal on Selected Areas in Communications doi: 10.1109/JSAC.2008.080103 contributor: fullname: Doyle – year: 2018 ident: CR2 article-title: Hardware implementation and VLSI design of Spectrum sensor for next generation LTE-A cognitive-radio Wireless Network publication-title: IET Circuits, Devices & Systems. doi: 10.1049/iet-cds.2017.0292 contributor: fullname: Shreshtha – ident: CR8 – volume: 150 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Intelligent Control and Energy Systems (ICPEICES) doi: 10.1109/ICPEICES.2016.7853328 contributor: fullname: Chauhan – volume: 18 start-page: 860 issue: 1 year: 2016 end-page: 898 ident: CR5 article-title: Cognitive radio for smart grids: Survey of architectures, spectrum sensing mechanisms, and networking protocols publication-title: IEEE Communication Survey Tutorials doi: 10.1109/COMST.2015.2481722 contributor: fullname: Reisslein – year: 2010 ident: CR22 article-title: Autocorrelation-based spectrum sensing for cognitive radios publication-title: IEEE Transaction Vehicles Technology doi: 10.1109/ICCCN.2008.ECP.102 contributor: fullname: Naraghi-Pour – volume: 6 start-page: 785 year: 2012 end-page: 796 ident: CR18 article-title: Improved energy detection spectrum sensing for cognitive radio publication-title: IET Communication doi: 10.1049/iet-com.2010.0571 contributor: fullname: Casadevall – volume: 11 start-page: 116 issue: 1 year: 2009 end-page: 130 ident: CR6 article-title: A survey of spectrum sensing algorithms for cognitive radio applications publication-title: IEEE Communication Survey Tutorials doi: 10.1109/SURV.2009.090109 contributor: fullname: Arslan – volume: 65 start-page: 1982 issue: 4 year: 2016 end-page: 1997 ident: CR21 article-title: Performance evaluation of cyclostationary-based cooperative sensing using field measurements publication-title: IEEE Transaction Vehicles Technology doi: 10.1109/TVT.2015.2422715 contributor: fullname: Mäkinen – volume: 8 start-page: 197 issue: 2 year: 2017 end-page: 204 ident: CR10 article-title: Analysis of hybrid model based on energy and cyclostationary spectrum sensing techniques publication-title: International Journal of Scientific & Engineering Research contributor: fullname: Sharma – volume: 7 start-page: 307 issue: 3 year: 2016 end-page: 310 ident: CR11 article-title: A review on hybrid spectrum sensing based on energy and cyclostationary techniques publication-title: International Journal of Innovations in Engineering and Technology contributor: fullname: Sharma – ident: CR9 – year: 2007 ident: CR25 article-title: Spectrum sensing in cognitive radios based on multiple cyclic frequencies publication-title: International Conference on Cognitive Radio Oriented Wireless Networks and Communications (CROWNCOM) doi: 10.1109/CROWNCOM.2007.4549769 contributor: fullname: Huttunen – year: 2018 ident: CR16 article-title: Sensing performance of energy detector in cognitive radio networks publication-title: International Journal of Information Technology doi: 10.1007/s41870-018-0236-7 contributor: fullname: Samal – volume: 13 start-page: 11196 issue: 9 year: 2013 end-page: 11228 ident: CR4 article-title: Cognitive radio wireless sensor networks: applications, challenges and research trends publication-title: Sensors doi: 10.3390/s130911196 contributor: fullname: Kim – volume: 5 start-page: 152 issue: 7 year: 2016 ident: 1848_CR15 publication-title: International Journal of Advanced Research in Computer and Communication Engineering contributor: fullname: M Negi – volume: 19 start-page: 1 year: 2016 ident: 1848_CR7 publication-title: Electronics & Mobile Communication Conference (IEEE Annual) contributor: fullname: MR Manesh – volume: 1 start-page: 448 year: 2012 ident: 1848_CR19 publication-title: IEEE Wireless Communication Letter doi: 10.1109/WCL.2012.062512.120299 contributor: fullname: L Xiang – volume: 8 start-page: 197 issue: 2 year: 2017 ident: 1848_CR10 publication-title: International Journal of Scientific & Engineering Research contributor: fullname: R Kaur – volume: 18 start-page: 860 issue: 1 year: 2016 ident: 1848_CR5 publication-title: IEEE Communication Survey Tutorials doi: 10.1109/COMST.2015.2481722 contributor: fullname: AA Khan – volume: 6 start-page: 785 year: 2012 ident: 1848_CR18 publication-title: IET Communication doi: 10.1049/iet-com.2010.0571 contributor: fullname: M López-Benítez – year: 2010 ident: 1848_CR22 publication-title: IEEE Transaction Vehicles Technology doi: 10.1109/ICCCN.2008.ECP.102 contributor: fullname: T Ikuma – volume: 11 start-page: 116 issue: 1 year: 2009 ident: 1848_CR6 publication-title: IEEE Communication Survey Tutorials doi: 10.1109/SURV.2009.090109 contributor: fullname: T Yucek – ident: 1848_CR8 doi: 10.1109/iscas.2017.8050567 – year: 2017 ident: 1848_CR12 publication-title: IEEE WiSPNET 2017 Conference doi: 10.1109/WiSPNET.2017.8299843 contributor: fullname: P Ishwerya – year: 2016 ident: 1848_CR17 publication-title: IEEE 1st International Conference on power Electronics, Intelligent Control and Energy Systems (ICPEICES) doi: 10.1109/ICPEICES.2016.7853328 contributor: fullname: A Sharma – volume: 7 start-page: 307 issue: 3 year: 2016 ident: 1848_CR11 publication-title: International Journal of Innovations in Engineering and Technology contributor: fullname: R Kaur – volume: 42 start-page: 2355 issue: 9 year: 1994 ident: 1848_CR24 publication-title: IEEE Transactions on Signal Processing doi: 10.1109/78.317857 contributor: fullname: AV Dandawate – volume: 231 start-page: 289 issue: 694–706 year: 1933 ident: 1848_CR26 publication-title: Philosophical Transactions of the Royal Society: Mathematical, Physical and Engineering Sciences contributor: fullname: J Neyman – volume: 33 start-page: 20 issue: 5–6 year: 2018 ident: 1848_CR14 publication-title: IEEE Aerospace and Electronic Systems Magazine doi: 10.1109/maes.2018.170098 contributor: fullname: A Ivanov – volume: 150 start-page: 739 issue: 1 year: 2020 ident: 1848_CR23 publication-title: Computer Communications Journal, Elsevier contributor: fullname: R Suguna – year: 2018 ident: 1848_CR16 publication-title: International Journal of Information Technology doi: 10.1007/s41870-018-0236-7 contributor: fullname: SK Ghosh – year: 2018 ident: 1848_CR2 publication-title: IET Circuits, Devices & Systems. doi: 10.1049/iet-cds.2017.0292 contributor: fullname: MS Murty – volume: 69 start-page: 159 issue: 6 year: 2019 ident: 1848_CR20 publication-title: Microprocessor and Microsystems, Elsevier doi: 10.1016/j.micpro.2019.06.005 contributor: fullname: R Suguna – volume: 26 start-page: 13 issue: 1 year: 2008 ident: 1848_CR3 publication-title: IEEE Journal on Selected Areas in Communications doi: 10.1109/JSAC.2008.080103 contributor: fullname: PD Sutton – volume: 13 start-page: 11196 issue: 9 year: 2013 ident: 1848_CR4 publication-title: Sensors doi: 10.3390/s130911196 contributor: fullname: GP Joshi – volume: 65 start-page: 1982 issue: 4 year: 2016 ident: 1848_CR21 publication-title: IEEE Transaction Vehicles Technology doi: 10.1109/TVT.2015.2422715 contributor: fullname: S Chaudhari – year: 2007 ident: 1848_CR25 publication-title: International Conference on Cognitive Radio Oriented Wireless Networks and Communications (CROWNCOM) doi: 10.1109/CROWNCOM.2007.4549769 contributor: fullname: J Lundn – volume: 74 start-page: 953 year: 2014 ident: 1848_CR13 publication-title: Wireless Personal Communications: An International Journal doi: 10.1007/s11277-013-1332-4 contributor: fullname: AS Zahmati – ident: 1848_CR9 – volume: 23 start-page: 201 issue: 2 year: 2005 ident: 1848_CR1 publication-title: IEEE Journal on Selected Areas in Communications doi: 10.1109/JSAC.2004.839380 contributor: fullname: S Haykin |
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SubjectTerms | Application specific integrated circuits Architecture Circuit design Circuits and Systems Cognitive radio Electrical Engineering Energy efficiency Engineering Frequencies Integrated circuits Reconfigurable hardware Signal,Image and Speech Processing Time domain analysis Very large scale integration |
Title | Hybrid spectrum sensing architecture using LLCBC MAC for CR-WSN applications |
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