SlideShare una empresa de Scribd logo
1 de 4
Descargar para leer sin conexión
ONLINE IEEE PROJECTS IeeeXpert.com
BUY THIS PROJECT FOR 2000 RS –IeeeXpert.com
Mobile: +91-9566492473/+91-9042092473 | WhatsApp: 09566492473
Email: contact@ieeexpert.com | Locations: Pondicherry/Chennai
Delivering Projects all over India | 100% Output Satisfaction (or) Get Money back
A Normal I/O Order Radix-2 FFT Architecture to Process
Twin Data Streams for MIMO
Abstract:
Nowadays, many applications require simultaneous computation of multiple independent fast
Fourier transform (FFT) operations with their outputs in natural order. Therefore, this brief
presents a novel pipelined FFT processor for the FFT computation of two independent data
streams. The proposed architecture is based on the multipath delay commutator FFT architecture.
It has an N/2-point decimation in time FFT and an N/2-point decimation in frequency FFT to
process the odd and even samples of two data streams separately. The main feature of the
architecture is that the bit reversal operation is performed by the architecture itself, so the outputs
are generated in normal order without any dedicated bit reversal circuit. The bit reversal
operation is performed by the shift registers in the FFT architecture by interleaving the data.
Therefore, the proposed architecture requires a lower number of registers and has high
throughput. The proposed architecture of this paper analysis the logic size, area and power
consumption using Xilinx 14.2.
Enhancement of the project:
Existing System:
There are FFT architectures, which can handle multiple independent data streams. However, all
the data streams are processed by a single FFT processor. In four independent data streams are
processed one by one. Similarly, eight data streams are processed at two domains. Thus, the
outputs of multiple data streams are not available in parallel. In order to simultaneously process
the data streams, more than one FFT processors need to be employed. In one to four data streams
are processed using multiple data paths for wireless local area network application. Data of
different data streams are interleaved to process them simultaneously. In low complexity FFT
architectures are proposed but these architectures can process only real-valued signals (signals
ONLINE IEEE PROJECTS IeeeXpert.com
BUY THIS PROJECT FOR 2000 RS –IeeeXpert.com
Mobile: +91-9566492473/+91-9042092473 | WhatsApp: 09566492473
Email: contact@ieeexpert.com | Locations: Pondicherry/Chennai
Delivering Projects all over India | 100% Output Satisfaction (or) Get Money back
only with real part). Moreover, they generate two outputs per clock cycle and these outputs are
not in natural order. Thus, most of the recent architectures require bit reversal structures to
generate the outputs in natural order.
Disadvantages:
 Performance is low
 usage of hardware element is high
Proposed System:
The idea of computing an N-point FFT using two N/2-point FFT operations with additional one
stage of butterfly operations is shown in Fig. 1, which is not the exact architecture but provides
the methodology. The reordering blocks in Fig. 1 are merely present to state that the N/2 odd
samples (x(2n + 1)) are reordered before the N/2-point DIT FFT operation and N/2 even samples
(x(2n)) are reordered after the N/2-point DIF FFT operation. In order to compute the N-point
DIT FFT from the outputs of two N/2-point FFTs, additional one stage of butterfly operations are
performed on the results of the two FFTs. Thus, the outputs generated by additional butterfly
stage are in natural order.
Fig. 1. Idea of the proposed method.
ONLINE IEEE PROJECTS IeeeXpert.com
BUY THIS PROJECT FOR 2000 RS –IeeeXpert.com
Mobile: +91-9566492473/+91-9042092473 | WhatsApp: 09566492473
Email: contact@ieeexpert.com | Locations: Pondicherry/Chennai
Delivering Projects all over India | 100% Output Satisfaction (or) Get Money back
For the purpose of simplicity, the proposed 16-point FFT architecture in Fig. 2 is explained. It
has two eight-point MDC FFT architectures to process two data streams. The delay commutator
units present at the left side of SW1 dissociate the odd and even samples. The shift registers in
the delay commutator units, which receive inputs, are used to bit reverse the odd input samples.
These shift registers are called reordering shift registers (RSRs).
Fig. 2. Proposed 16-point radix-2 FFT architecture with outputs in natural order.
Instead of using radix-2 FFTs, as shown in Fig. 2, any higher radix FFTs architecture can be
used. In Fig. 3, two radix-23 64-point FFTs are used to realize 128-point FFT whose multiplier
complexity is 4(log8(N/2) − .5) and working is almost the same as the 16-point FFT. The
multiplier complexity of N-point radix-k FFT algorithm is 4(logk (N/2) − .5).
ONLINE IEEE PROJECTS IeeeXpert.com
BUY THIS PROJECT FOR 2000 RS –IeeeXpert.com
Mobile: +91-9566492473/+91-9042092473 | WhatsApp: 09566492473
Email: contact@ieeexpert.com | Locations: Pondicherry/Chennai
Delivering Projects all over India | 100% Output Satisfaction (or) Get Money back
Fig. 3. Proposed 128-point radix-23 FFT architecture.
Advantages:
 throughput high
 high performance
 reduce the usage of hardware element
Software implementation:
 Modelsim
 Xilinx ISE

Más contenido relacionado

Más de Ieee Xpert

Lut optimization for distributed arithmetic based block least mean square ada...
Lut optimization for distributed arithmetic based block least mean square ada...Lut optimization for distributed arithmetic based block least mean square ada...
Lut optimization for distributed arithmetic based block least mean square ada...Ieee Xpert
 
High performance nb-ldpc decoder with reduction of message exchange
High performance nb-ldpc decoder with reduction of message exchange High performance nb-ldpc decoder with reduction of message exchange
High performance nb-ldpc decoder with reduction of message exchange Ieee Xpert
 
High performance pipelined architecture of elliptic curve scalar multiplicati...
High performance pipelined architecture of elliptic curve scalar multiplicati...High performance pipelined architecture of elliptic curve scalar multiplicati...
High performance pipelined architecture of elliptic curve scalar multiplicati...Ieee Xpert
 
Low power variation-tolerant nonvolatile lookup table design
Low power variation-tolerant nonvolatile lookup table design Low power variation-tolerant nonvolatile lookup table design
Low power variation-tolerant nonvolatile lookup table design Ieee Xpert
 
A Single-Ended With Dynamic Feedback Control 8T Subthreshold SRAM Cell
A Single-Ended With Dynamic Feedback Control 8T Subthreshold SRAM Cell A Single-Ended With Dynamic Feedback Control 8T Subthreshold SRAM Cell
A Single-Ended With Dynamic Feedback Control 8T Subthreshold SRAM Cell Ieee Xpert
 
Ieee power electrincs projects 2016 2017 titles mtech
Ieee power electrincs projects  2016 2017 titles mtechIeee power electrincs projects  2016 2017 titles mtech
Ieee power electrincs projects 2016 2017 titles mtechIeee Xpert
 

Más de Ieee Xpert (6)

Lut optimization for distributed arithmetic based block least mean square ada...
Lut optimization for distributed arithmetic based block least mean square ada...Lut optimization for distributed arithmetic based block least mean square ada...
Lut optimization for distributed arithmetic based block least mean square ada...
 
High performance nb-ldpc decoder with reduction of message exchange
High performance nb-ldpc decoder with reduction of message exchange High performance nb-ldpc decoder with reduction of message exchange
High performance nb-ldpc decoder with reduction of message exchange
 
High performance pipelined architecture of elliptic curve scalar multiplicati...
High performance pipelined architecture of elliptic curve scalar multiplicati...High performance pipelined architecture of elliptic curve scalar multiplicati...
High performance pipelined architecture of elliptic curve scalar multiplicati...
 
Low power variation-tolerant nonvolatile lookup table design
Low power variation-tolerant nonvolatile lookup table design Low power variation-tolerant nonvolatile lookup table design
Low power variation-tolerant nonvolatile lookup table design
 
A Single-Ended With Dynamic Feedback Control 8T Subthreshold SRAM Cell
A Single-Ended With Dynamic Feedback Control 8T Subthreshold SRAM Cell A Single-Ended With Dynamic Feedback Control 8T Subthreshold SRAM Cell
A Single-Ended With Dynamic Feedback Control 8T Subthreshold SRAM Cell
 
Ieee power electrincs projects 2016 2017 titles mtech
Ieee power electrincs projects  2016 2017 titles mtechIeee power electrincs projects  2016 2017 titles mtech
Ieee power electrincs projects 2016 2017 titles mtech
 

Último

Customizable Contents Restoration Training
Customizable Contents Restoration TrainingCustomizable Contents Restoration Training
Customizable Contents Restoration TrainingCalvinarnold843
 
Strategic Project Finance Essentials: A Project Manager’s Guide to Financial ...
Strategic Project Finance Essentials: A Project Manager’s Guide to Financial ...Strategic Project Finance Essentials: A Project Manager’s Guide to Financial ...
Strategic Project Finance Essentials: A Project Manager’s Guide to Financial ...Aggregage
 
Intermediate Accounting, Volume 2, 13th Canadian Edition by Donald E. Kieso t...
Intermediate Accounting, Volume 2, 13th Canadian Edition by Donald E. Kieso t...Intermediate Accounting, Volume 2, 13th Canadian Edition by Donald E. Kieso t...
Intermediate Accounting, Volume 2, 13th Canadian Edition by Donald E. Kieso t...ssuserf63bd7
 
trending-flavors-and-ingredients-in-salty-snacks-us-2024_Redacted-V2.pdf
trending-flavors-and-ingredients-in-salty-snacks-us-2024_Redacted-V2.pdftrending-flavors-and-ingredients-in-salty-snacks-us-2024_Redacted-V2.pdf
trending-flavors-and-ingredients-in-salty-snacks-us-2024_Redacted-V2.pdfMintel Group
 
EUDR Info Meeting Ethiopian coffee exporters
EUDR Info Meeting Ethiopian coffee exportersEUDR Info Meeting Ethiopian coffee exporters
EUDR Info Meeting Ethiopian coffee exportersPeter Horsten
 
Welding Electrode Making Machine By Deccan Dynamics
Welding Electrode Making Machine By Deccan DynamicsWelding Electrode Making Machine By Deccan Dynamics
Welding Electrode Making Machine By Deccan DynamicsIndiaMART InterMESH Limited
 
Rakhi sets symbolizing the bond of love.pptx
Rakhi sets symbolizing the bond of love.pptxRakhi sets symbolizing the bond of love.pptx
Rakhi sets symbolizing the bond of love.pptxRakhi Bazaar
 
How to Conduct a Service Gap Analysis for Your Business
How to Conduct a Service Gap Analysis for Your BusinessHow to Conduct a Service Gap Analysis for Your Business
How to Conduct a Service Gap Analysis for Your BusinessHelp Desk Migration
 
digital marketing , introduction of digital marketing
digital marketing , introduction of digital marketingdigital marketing , introduction of digital marketing
digital marketing , introduction of digital marketingrajputmeenakshi733
 
Unveiling the Soundscape Music for Psychedelic Experiences
Unveiling the Soundscape Music for Psychedelic ExperiencesUnveiling the Soundscape Music for Psychedelic Experiences
Unveiling the Soundscape Music for Psychedelic ExperiencesDoe Paoro
 
Introducing the AI ShillText Generator A New Era for Cryptocurrency Marketing...
Introducing the AI ShillText Generator A New Era for Cryptocurrency Marketing...Introducing the AI ShillText Generator A New Era for Cryptocurrency Marketing...
Introducing the AI ShillText Generator A New Era for Cryptocurrency Marketing...PRnews2
 
WSMM Media and Entertainment Feb_March_Final.pdf
WSMM Media and Entertainment Feb_March_Final.pdfWSMM Media and Entertainment Feb_March_Final.pdf
WSMM Media and Entertainment Feb_March_Final.pdfJamesConcepcion7
 
Simplify Your Funding: Quick and Easy Business Loans
Simplify Your Funding: Quick and Easy Business LoansSimplify Your Funding: Quick and Easy Business Loans
Simplify Your Funding: Quick and Easy Business LoansNugget Global
 
1911 Gold Corporate Presentation Apr 2024.pdf
1911 Gold Corporate Presentation Apr 2024.pdf1911 Gold Corporate Presentation Apr 2024.pdf
1911 Gold Corporate Presentation Apr 2024.pdfShaun Heinrichs
 
Planetary and Vedic Yagyas Bring Positive Impacts in Life
Planetary and Vedic Yagyas Bring Positive Impacts in LifePlanetary and Vedic Yagyas Bring Positive Impacts in Life
Planetary and Vedic Yagyas Bring Positive Impacts in LifeBhavana Pujan Kendra
 
20220816-EthicsGrade_Scorecard-JP_Morgan_Chase-Q2-63_57.pdf
20220816-EthicsGrade_Scorecard-JP_Morgan_Chase-Q2-63_57.pdf20220816-EthicsGrade_Scorecard-JP_Morgan_Chase-Q2-63_57.pdf
20220816-EthicsGrade_Scorecard-JP_Morgan_Chase-Q2-63_57.pdfChris Skinner
 
How Generative AI Is Transforming Your Business | Byond Growth Insights | Apr...
How Generative AI Is Transforming Your Business | Byond Growth Insights | Apr...How Generative AI Is Transforming Your Business | Byond Growth Insights | Apr...
How Generative AI Is Transforming Your Business | Byond Growth Insights | Apr...Hector Del Castillo, CPM, CPMM
 
Darshan Hiranandani (Son of Niranjan Hiranandani).pdf
Darshan Hiranandani (Son of Niranjan Hiranandani).pdfDarshan Hiranandani (Son of Niranjan Hiranandani).pdf
Darshan Hiranandani (Son of Niranjan Hiranandani).pdfShashank Mehta
 

Último (20)

Customizable Contents Restoration Training
Customizable Contents Restoration TrainingCustomizable Contents Restoration Training
Customizable Contents Restoration Training
 
Strategic Project Finance Essentials: A Project Manager’s Guide to Financial ...
Strategic Project Finance Essentials: A Project Manager’s Guide to Financial ...Strategic Project Finance Essentials: A Project Manager’s Guide to Financial ...
Strategic Project Finance Essentials: A Project Manager’s Guide to Financial ...
 
Intermediate Accounting, Volume 2, 13th Canadian Edition by Donald E. Kieso t...
Intermediate Accounting, Volume 2, 13th Canadian Edition by Donald E. Kieso t...Intermediate Accounting, Volume 2, 13th Canadian Edition by Donald E. Kieso t...
Intermediate Accounting, Volume 2, 13th Canadian Edition by Donald E. Kieso t...
 
Toyota and Seven Parts Storage Techniques
Toyota and Seven Parts Storage TechniquesToyota and Seven Parts Storage Techniques
Toyota and Seven Parts Storage Techniques
 
trending-flavors-and-ingredients-in-salty-snacks-us-2024_Redacted-V2.pdf
trending-flavors-and-ingredients-in-salty-snacks-us-2024_Redacted-V2.pdftrending-flavors-and-ingredients-in-salty-snacks-us-2024_Redacted-V2.pdf
trending-flavors-and-ingredients-in-salty-snacks-us-2024_Redacted-V2.pdf
 
EUDR Info Meeting Ethiopian coffee exporters
EUDR Info Meeting Ethiopian coffee exportersEUDR Info Meeting Ethiopian coffee exporters
EUDR Info Meeting Ethiopian coffee exporters
 
Welding Electrode Making Machine By Deccan Dynamics
Welding Electrode Making Machine By Deccan DynamicsWelding Electrode Making Machine By Deccan Dynamics
Welding Electrode Making Machine By Deccan Dynamics
 
Rakhi sets symbolizing the bond of love.pptx
Rakhi sets symbolizing the bond of love.pptxRakhi sets symbolizing the bond of love.pptx
Rakhi sets symbolizing the bond of love.pptx
 
How to Conduct a Service Gap Analysis for Your Business
How to Conduct a Service Gap Analysis for Your BusinessHow to Conduct a Service Gap Analysis for Your Business
How to Conduct a Service Gap Analysis for Your Business
 
WAM Corporate Presentation April 12 2024.pdf
WAM Corporate Presentation April 12 2024.pdfWAM Corporate Presentation April 12 2024.pdf
WAM Corporate Presentation April 12 2024.pdf
 
digital marketing , introduction of digital marketing
digital marketing , introduction of digital marketingdigital marketing , introduction of digital marketing
digital marketing , introduction of digital marketing
 
Unveiling the Soundscape Music for Psychedelic Experiences
Unveiling the Soundscape Music for Psychedelic ExperiencesUnveiling the Soundscape Music for Psychedelic Experiences
Unveiling the Soundscape Music for Psychedelic Experiences
 
Introducing the AI ShillText Generator A New Era for Cryptocurrency Marketing...
Introducing the AI ShillText Generator A New Era for Cryptocurrency Marketing...Introducing the AI ShillText Generator A New Era for Cryptocurrency Marketing...
Introducing the AI ShillText Generator A New Era for Cryptocurrency Marketing...
 
WSMM Media and Entertainment Feb_March_Final.pdf
WSMM Media and Entertainment Feb_March_Final.pdfWSMM Media and Entertainment Feb_March_Final.pdf
WSMM Media and Entertainment Feb_March_Final.pdf
 
Simplify Your Funding: Quick and Easy Business Loans
Simplify Your Funding: Quick and Easy Business LoansSimplify Your Funding: Quick and Easy Business Loans
Simplify Your Funding: Quick and Easy Business Loans
 
1911 Gold Corporate Presentation Apr 2024.pdf
1911 Gold Corporate Presentation Apr 2024.pdf1911 Gold Corporate Presentation Apr 2024.pdf
1911 Gold Corporate Presentation Apr 2024.pdf
 
Planetary and Vedic Yagyas Bring Positive Impacts in Life
Planetary and Vedic Yagyas Bring Positive Impacts in LifePlanetary and Vedic Yagyas Bring Positive Impacts in Life
Planetary and Vedic Yagyas Bring Positive Impacts in Life
 
20220816-EthicsGrade_Scorecard-JP_Morgan_Chase-Q2-63_57.pdf
20220816-EthicsGrade_Scorecard-JP_Morgan_Chase-Q2-63_57.pdf20220816-EthicsGrade_Scorecard-JP_Morgan_Chase-Q2-63_57.pdf
20220816-EthicsGrade_Scorecard-JP_Morgan_Chase-Q2-63_57.pdf
 
How Generative AI Is Transforming Your Business | Byond Growth Insights | Apr...
How Generative AI Is Transforming Your Business | Byond Growth Insights | Apr...How Generative AI Is Transforming Your Business | Byond Growth Insights | Apr...
How Generative AI Is Transforming Your Business | Byond Growth Insights | Apr...
 
Darshan Hiranandani (Son of Niranjan Hiranandani).pdf
Darshan Hiranandani (Son of Niranjan Hiranandani).pdfDarshan Hiranandani (Son of Niranjan Hiranandani).pdf
Darshan Hiranandani (Son of Niranjan Hiranandani).pdf
 

A normal io order radix 2 fft architecture to process twin data streams for mimo

  • 1. ONLINE IEEE PROJECTS IeeeXpert.com BUY THIS PROJECT FOR 2000 RS –IeeeXpert.com Mobile: +91-9566492473/+91-9042092473 | WhatsApp: 09566492473 Email: contact@ieeexpert.com | Locations: Pondicherry/Chennai Delivering Projects all over India | 100% Output Satisfaction (or) Get Money back A Normal I/O Order Radix-2 FFT Architecture to Process Twin Data Streams for MIMO Abstract: Nowadays, many applications require simultaneous computation of multiple independent fast Fourier transform (FFT) operations with their outputs in natural order. Therefore, this brief presents a novel pipelined FFT processor for the FFT computation of two independent data streams. The proposed architecture is based on the multipath delay commutator FFT architecture. It has an N/2-point decimation in time FFT and an N/2-point decimation in frequency FFT to process the odd and even samples of two data streams separately. The main feature of the architecture is that the bit reversal operation is performed by the architecture itself, so the outputs are generated in normal order without any dedicated bit reversal circuit. The bit reversal operation is performed by the shift registers in the FFT architecture by interleaving the data. Therefore, the proposed architecture requires a lower number of registers and has high throughput. The proposed architecture of this paper analysis the logic size, area and power consumption using Xilinx 14.2. Enhancement of the project: Existing System: There are FFT architectures, which can handle multiple independent data streams. However, all the data streams are processed by a single FFT processor. In four independent data streams are processed one by one. Similarly, eight data streams are processed at two domains. Thus, the outputs of multiple data streams are not available in parallel. In order to simultaneously process the data streams, more than one FFT processors need to be employed. In one to four data streams are processed using multiple data paths for wireless local area network application. Data of different data streams are interleaved to process them simultaneously. In low complexity FFT architectures are proposed but these architectures can process only real-valued signals (signals
  • 2. ONLINE IEEE PROJECTS IeeeXpert.com BUY THIS PROJECT FOR 2000 RS –IeeeXpert.com Mobile: +91-9566492473/+91-9042092473 | WhatsApp: 09566492473 Email: contact@ieeexpert.com | Locations: Pondicherry/Chennai Delivering Projects all over India | 100% Output Satisfaction (or) Get Money back only with real part). Moreover, they generate two outputs per clock cycle and these outputs are not in natural order. Thus, most of the recent architectures require bit reversal structures to generate the outputs in natural order. Disadvantages:  Performance is low  usage of hardware element is high Proposed System: The idea of computing an N-point FFT using two N/2-point FFT operations with additional one stage of butterfly operations is shown in Fig. 1, which is not the exact architecture but provides the methodology. The reordering blocks in Fig. 1 are merely present to state that the N/2 odd samples (x(2n + 1)) are reordered before the N/2-point DIT FFT operation and N/2 even samples (x(2n)) are reordered after the N/2-point DIF FFT operation. In order to compute the N-point DIT FFT from the outputs of two N/2-point FFTs, additional one stage of butterfly operations are performed on the results of the two FFTs. Thus, the outputs generated by additional butterfly stage are in natural order. Fig. 1. Idea of the proposed method.
  • 3. ONLINE IEEE PROJECTS IeeeXpert.com BUY THIS PROJECT FOR 2000 RS –IeeeXpert.com Mobile: +91-9566492473/+91-9042092473 | WhatsApp: 09566492473 Email: contact@ieeexpert.com | Locations: Pondicherry/Chennai Delivering Projects all over India | 100% Output Satisfaction (or) Get Money back For the purpose of simplicity, the proposed 16-point FFT architecture in Fig. 2 is explained. It has two eight-point MDC FFT architectures to process two data streams. The delay commutator units present at the left side of SW1 dissociate the odd and even samples. The shift registers in the delay commutator units, which receive inputs, are used to bit reverse the odd input samples. These shift registers are called reordering shift registers (RSRs). Fig. 2. Proposed 16-point radix-2 FFT architecture with outputs in natural order. Instead of using radix-2 FFTs, as shown in Fig. 2, any higher radix FFTs architecture can be used. In Fig. 3, two radix-23 64-point FFTs are used to realize 128-point FFT whose multiplier complexity is 4(log8(N/2) − .5) and working is almost the same as the 16-point FFT. The multiplier complexity of N-point radix-k FFT algorithm is 4(logk (N/2) − .5).
  • 4. ONLINE IEEE PROJECTS IeeeXpert.com BUY THIS PROJECT FOR 2000 RS –IeeeXpert.com Mobile: +91-9566492473/+91-9042092473 | WhatsApp: 09566492473 Email: contact@ieeexpert.com | Locations: Pondicherry/Chennai Delivering Projects all over India | 100% Output Satisfaction (or) Get Money back Fig. 3. Proposed 128-point radix-23 FFT architecture. Advantages:  throughput high  high performance  reduce the usage of hardware element Software implementation:  Modelsim  Xilinx ISE