SlideShare a Scribd company logo
1 of 18
REALIZATION OF COST-EFFECTIVE
MULTIPLIER FOR HIGH SPEED DIGITAL
SIGNAL PROCESSING ARCHITECTURES
PRESENTED BY:
Veera Boopathy.E (M.E-VLSI DESIGN, VSBEC, Karur)
Bharath Kumar.M (Asst.Professor-ECE, VSBEC, Karur)
Saravanan.S (Asst.Professor-ECE, VSBEC, Karur)
ABSTRACT
 Low-cost FIR designs using rounded truncated multipliers.
 Bit width optimization and hardware resources are equally
considered without sacrificing frequency response and
output signal precision.
 To minimize total area cost non-uniform coefficient
quantization with proper filter order is proposed.
 MCM in direct FIR structure is implemented using
improved truncated multipliers.
 Proposed designs achieve best area and power compared
with previous FIR design approaches.
INTRODUCTION
 FIR digital filter is vital component in DSP and
communication systems.
 Applied in portable applications with reduced area and
power.
 FIR filter of order M is
 Two FIR structures are direct form and transposed form
for a FIR filter.
PURPOSE OF WORK
 In many multimedia and DSP applications multiplication
operations have fixed-width property.
 Thus required to truncate product bits to necessary
precision to reduce area cost, leading to design of truncated
multipliers.
 A truncation algorithm is proposed for efficient hardware
reduction.
 The proposed algorithm considers following to minimize
the overall error in the final result
 elimination of unwanted LSBs of partial product
 addition of correction bit at appropriate bit position
DIRECT FORM
STRUCTURE
TRANSPOSED FORM
STRUCTURE
Parallel multiplication of
delayed signals with
respective filter coefficients
then accumulation of entire
product terms.
Current input signal and
coefficients are multiplied
then individually
go through SA and delay
elements.
CLASSIFICATION OF FIR FILTER
HARDWARE IMPLEMENTATION
DIGITAL FIR FILTER
HARDWARE
IMPLEMENTATION
MULTIPLIER
LESS BASED
MEMORY BASED
LOOK-UP-TABLE
(LUT)
DISTRIBUTED
ARITHMETIC
(DA)
MULTIPLIER-LESS
BASED
MEMORY BASED
LUT BASED DA BASED
 Realize MCM
with shift and add
operations and then
use CSD and CSE
to minimize adder
cost of MCM
 LUT-based
design stores odd
multiples of input
signal in ROMs to
realize constant
multiplications in
MCM.
DA-based design
recursively
accumulate bit-
level partial results
for inner product
computation.
STAGES IN DIGITAL FIR FILTER DESIGN
AND IMPLEMENTATION
FREQUENCY RESPONSE SPECIFICATION
FINDING FILTER ORDER AND
COEFFICIENTS
COEFFICIENT QUANTIZATION
HARDWARE OPTIMIZATION
PROPOSED DESIGN
• Low-cost FIR filters based on direct structure with
faithfully rounded truncated multipliers is
proposed.
• MCMA module is realized by accumulating all
PPs where unnecessary PPBs are removed without
affecting final precision of output.
• Bit widths of all filter coefficients are minimized
using non-uniform quantization to reduce
hardware cost still satisfying specification of
frequency response.
TRUNCATED MULTIPLIER DESIGNS
EARLIER VERSION
TRUNCATED MULTIPLIER DESIGNS
IMPROVED VERSION
MCMAT PROCEDURE IN EARLIER
VERSION
MCMAT PROCEDURE IN IMPROVED
VERSION
EARLIER TRUNCATED MULTIPLIER ALGORITHMIC PROCEDURE
PROPOSED TRUNCATED MULTIPLIER ALGORITHMIC PROCEDURE
MULTIPLICATION / ACCUMULATION
USING INDIVIDUAL PP COMPRESSION
MULTIPLICATION / ACCUMULATION
USING COMBINED PP COMPRESSION
OVERALL FIR FILTER ARCHITECTURE USING MCMAT
RESULTS AND COMPARISONS
CONCLUSION
 MCMAT direct FIR structure leads to minimum area, cost
and power utilization even if several earlier designs are
build on transposed form.
 Reduced area, power and cost FIR filter designs is
achieved with respect to coefficient bit width optimization
and hardware sources realization.
ICIECA 2014 Paper 22

More Related Content

Viewers also liked

International Journal of Engineering Research and Development (IJERD)
International Journal of Engineering Research and Development (IJERD)International Journal of Engineering Research and Development (IJERD)
International Journal of Engineering Research and Development (IJERD)
IJERD Editor
 
Design and Implementation of Low Power DSP Core with Programmable Truncated V...
Design and Implementation of Low Power DSP Core with Programmable Truncated V...Design and Implementation of Low Power DSP Core with Programmable Truncated V...
Design and Implementation of Low Power DSP Core with Programmable Truncated V...
ijsrd.com
 
Iaetsd design and implementation of a novel multiplier using fixed width repl...
Iaetsd design and implementation of a novel multiplier using fixed width repl...Iaetsd design and implementation of a novel multiplier using fixed width repl...
Iaetsd design and implementation of a novel multiplier using fixed width repl...
Iaetsd Iaetsd
 
An Application for Performing Real Time Speech Translation in Mobile Environment
An Application for Performing Real Time Speech Translation in Mobile EnvironmentAn Application for Performing Real Time Speech Translation in Mobile Environment
An Application for Performing Real Time Speech Translation in Mobile Environment
Association of Scientists, Developers and Faculties
 

Viewers also liked (12)

Fpga implementation of truncated multiplier for array multiplication
Fpga implementation of truncated multiplier for array multiplicationFpga implementation of truncated multiplier for array multiplication
Fpga implementation of truncated multiplier for array multiplication
 
International Journal of Engineering Research and Development (IJERD)
International Journal of Engineering Research and Development (IJERD)International Journal of Engineering Research and Development (IJERD)
International Journal of Engineering Research and Development (IJERD)
 
Design and Implementation of Low Power DSP Core with Programmable Truncated V...
Design and Implementation of Low Power DSP Core with Programmable Truncated V...Design and Implementation of Low Power DSP Core with Programmable Truncated V...
Design and Implementation of Low Power DSP Core with Programmable Truncated V...
 
Iaetsd design and implementation of a novel multiplier using fixed width repl...
Iaetsd design and implementation of a novel multiplier using fixed width repl...Iaetsd design and implementation of a novel multiplier using fixed width repl...
Iaetsd design and implementation of a novel multiplier using fixed width repl...
 
Fast Multiplier for FIR Filters
Fast Multiplier for FIR FiltersFast Multiplier for FIR Filters
Fast Multiplier for FIR Filters
 
An Application for Performing Real Time Speech Translation in Mobile Environment
An Application for Performing Real Time Speech Translation in Mobile EnvironmentAn Application for Performing Real Time Speech Translation in Mobile Environment
An Application for Performing Real Time Speech Translation in Mobile Environment
 
Block Truncation Coding
Block Truncation CodingBlock Truncation Coding
Block Truncation Coding
 
Booth Multiplier
Booth MultiplierBooth Multiplier
Booth Multiplier
 
DESIGN AND SIMULATION OF DIFFERENT 8-BIT MULTIPLIERS USING VERILOG CODE BY SA...
DESIGN AND SIMULATION OF DIFFERENT 8-BIT MULTIPLIERS USING VERILOG CODE BY SA...DESIGN AND SIMULATION OF DIFFERENT 8-BIT MULTIPLIERS USING VERILOG CODE BY SA...
DESIGN AND SIMULATION OF DIFFERENT 8-BIT MULTIPLIERS USING VERILOG CODE BY SA...
 
Bit Serial multiplier using Verilog
Bit Serial multiplier using VerilogBit Serial multiplier using Verilog
Bit Serial multiplier using Verilog
 
Array multiplier
Array multiplierArray multiplier
Array multiplier
 
Error Reduction of Modified Booth Multipliers in Mac Unit
Error Reduction of Modified Booth Multipliers in Mac UnitError Reduction of Modified Booth Multipliers in Mac Unit
Error Reduction of Modified Booth Multipliers in Mac Unit
 

Similar to ICIECA 2014 Paper 22

Similar to ICIECA 2014 Paper 22 (20)

International Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentInternational Journal of Engineering Research and Development
International Journal of Engineering Research and Development
 
11 an-efficient-vlsi-architecture-of-a-reconfigurable-pulse-shaping-fir-inter...
11 an-efficient-vlsi-architecture-of-a-reconfigurable-pulse-shaping-fir-inter...11 an-efficient-vlsi-architecture-of-a-reconfigurable-pulse-shaping-fir-inter...
11 an-efficient-vlsi-architecture-of-a-reconfigurable-pulse-shaping-fir-inter...
 
A prototyping of software defined radio using qpsk modulation
A prototyping of software defined radio using qpsk modulationA prototyping of software defined radio using qpsk modulation
A prototyping of software defined radio using qpsk modulation
 
IRJET- A Digital Down Converter on Zynq SoC
IRJET-  	  A Digital Down Converter on Zynq SoCIRJET-  	  A Digital Down Converter on Zynq SoC
IRJET- A Digital Down Converter on Zynq SoC
 
Design and implementation of DA FIR filter for bio-inspired computing archite...
Design and implementation of DA FIR filter for bio-inspired computing archite...Design and implementation of DA FIR filter for bio-inspired computing archite...
Design and implementation of DA FIR filter for bio-inspired computing archite...
 
Novel design algorithm for low complexity programmable fir filters based on e...
Novel design algorithm for low complexity programmable fir filters based on e...Novel design algorithm for low complexity programmable fir filters based on e...
Novel design algorithm for low complexity programmable fir filters based on e...
 
International Journal of Engineering Research and Development (IJERD)
International Journal of Engineering Research and Development (IJERD)International Journal of Engineering Research and Development (IJERD)
International Journal of Engineering Research and Development (IJERD)
 
Implementation of High Speed & Area Efficient Modified Booth Recoder for Effi...
Implementation of High Speed & Area Efficient Modified Booth Recoder for Effi...Implementation of High Speed & Area Efficient Modified Booth Recoder for Effi...
Implementation of High Speed & Area Efficient Modified Booth Recoder for Effi...
 
Actively seeking for an opportunity in VLSI domain
Actively seeking for an opportunity in VLSI domainActively seeking for an opportunity in VLSI domain
Actively seeking for an opportunity in VLSI domain
 
J017635664
J017635664J017635664
J017635664
 
Matlab Based Decimeter Design Analysis Wimax Appliacation
Matlab Based Decimeter Design Analysis Wimax AppliacationMatlab Based Decimeter Design Analysis Wimax Appliacation
Matlab Based Decimeter Design Analysis Wimax Appliacation
 
IRJET- Review on Dynamic Reconfiguration of Filters for Signal Processing
IRJET- Review on Dynamic Reconfiguration of Filters for Signal ProcessingIRJET- Review on Dynamic Reconfiguration of Filters for Signal Processing
IRJET- Review on Dynamic Reconfiguration of Filters for Signal Processing
 
FPGA based Efficient Interpolator design using DALUT Algorithm
FPGA based Efficient Interpolator design using DALUT AlgorithmFPGA based Efficient Interpolator design using DALUT Algorithm
FPGA based Efficient Interpolator design using DALUT Algorithm
 
FPGA based Efficient Interpolator design using DALUT Algorithm
FPGA based Efficient Interpolator design using DALUT AlgorithmFPGA based Efficient Interpolator design using DALUT Algorithm
FPGA based Efficient Interpolator design using DALUT Algorithm
 
FPGA Implementation of High Speed FIR Filters and less power consumption stru...
FPGA Implementation of High Speed FIR Filters and less power consumption stru...FPGA Implementation of High Speed FIR Filters and less power consumption stru...
FPGA Implementation of High Speed FIR Filters and less power consumption stru...
 
Efficient Hardware Co-Simulation of Down Convertor for Wireless Communication...
Efficient Hardware Co-Simulation of Down Convertor for Wireless Communication...Efficient Hardware Co-Simulation of Down Convertor for Wireless Communication...
Efficient Hardware Co-Simulation of Down Convertor for Wireless Communication...
 
EFFICIENT HARDWARE CO-SIMULATION OF DOWN CONVERTOR FOR WIRELESS COMMUNICATION...
EFFICIENT HARDWARE CO-SIMULATION OF DOWN CONVERTOR FOR WIRELESS COMMUNICATION...EFFICIENT HARDWARE CO-SIMULATION OF DOWN CONVERTOR FOR WIRELESS COMMUNICATION...
EFFICIENT HARDWARE CO-SIMULATION OF DOWN CONVERTOR FOR WIRELESS COMMUNICATION...
 
EFFICIENT HARDWARE CO-SIMULATION OF DOWN CONVERTOR FOR WIRELESS COMMUNICATION...
EFFICIENT HARDWARE CO-SIMULATION OF DOWN CONVERTOR FOR WIRELESS COMMUNICATION...EFFICIENT HARDWARE CO-SIMULATION OF DOWN CONVERTOR FOR WIRELESS COMMUNICATION...
EFFICIENT HARDWARE CO-SIMULATION OF DOWN CONVERTOR FOR WIRELESS COMMUNICATION...
 
Design of Adjustable Reconfigurable Wireless Single Core CORDIC based Rake Re...
Design of Adjustable Reconfigurable Wireless Single Core CORDIC based Rake Re...Design of Adjustable Reconfigurable Wireless Single Core CORDIC based Rake Re...
Design of Adjustable Reconfigurable Wireless Single Core CORDIC based Rake Re...
 
Design of Adjustable Reconfigurable Wireless Single Core CORDIC based Rake Re...
Design of Adjustable Reconfigurable Wireless Single Core CORDIC based Rake Re...Design of Adjustable Reconfigurable Wireless Single Core CORDIC based Rake Re...
Design of Adjustable Reconfigurable Wireless Single Core CORDIC based Rake Re...
 

More from Association of Scientists, Developers and Faculties

Core conferences bta 19 paper 12
Core conferences bta 19 paper 12Core conferences bta 19 paper 12
Core conferences bta 19 paper 12
Association of Scientists, Developers and Faculties
 
Core conferences bta 19 paper 10
Core conferences bta 19 paper 10Core conferences bta 19 paper 10
Core conferences bta 19 paper 10
Association of Scientists, Developers and Faculties
 
Core conferences bta 19 paper 8
Core conferences bta 19 paper 8Core conferences bta 19 paper 8
Core conferences bta 19 paper 7
Core conferences bta 19 paper 7Core conferences bta 19 paper 7
Core conferences bta 19 paper 6
Core conferences bta 19 paper 6Core conferences bta 19 paper 6
Core conferences bta 19 paper 5
Core conferences bta 19 paper 5Core conferences bta 19 paper 5
Core conferences bta 19 paper 4
Core conferences bta 19 paper 4Core conferences bta 19 paper 4
Core conferences bta 19 paper 3
Core conferences bta 19 paper 3Core conferences bta 19 paper 3
Core conferences bta 19 paper 2
Core conferences bta 19 paper 2Core conferences bta 19 paper 2

More from Association of Scientists, Developers and Faculties (20)

Core conferences bta 19 paper 12
Core conferences bta 19 paper 12Core conferences bta 19 paper 12
Core conferences bta 19 paper 12
 
Core conferences bta 19 paper 10
Core conferences bta 19 paper 10Core conferences bta 19 paper 10
Core conferences bta 19 paper 10
 
Core conferences bta 19 paper 8
Core conferences bta 19 paper 8Core conferences bta 19 paper 8
Core conferences bta 19 paper 8
 
Core conferences bta 19 paper 7
Core conferences bta 19 paper 7Core conferences bta 19 paper 7
Core conferences bta 19 paper 7
 
Core conferences bta 19 paper 6
Core conferences bta 19 paper 6Core conferences bta 19 paper 6
Core conferences bta 19 paper 6
 
Core conferences bta 19 paper 5
Core conferences bta 19 paper 5Core conferences bta 19 paper 5
Core conferences bta 19 paper 5
 
Core conferences bta 19 paper 4
Core conferences bta 19 paper 4Core conferences bta 19 paper 4
Core conferences bta 19 paper 4
 
Core conferences bta 19 paper 3
Core conferences bta 19 paper 3Core conferences bta 19 paper 3
Core conferences bta 19 paper 3
 
Core conferences bta 19 paper 2
Core conferences bta 19 paper 2Core conferences bta 19 paper 2
Core conferences bta 19 paper 2
 
CoreConferences Batch A 2019
CoreConferences Batch A 2019CoreConferences Batch A 2019
CoreConferences Batch A 2019
 
International Conference on Cloud of Things and Wearable Technologies 2018
International Conference on Cloud of Things and Wearable Technologies 2018International Conference on Cloud of Things and Wearable Technologies 2018
International Conference on Cloud of Things and Wearable Technologies 2018
 
ICCELEM 2017
ICCELEM 2017ICCELEM 2017
ICCELEM 2017
 
ICSSCCET 2017
ICSSCCET 2017ICSSCCET 2017
ICSSCCET 2017
 
ICAIET 2017
ICAIET 2017ICAIET 2017
ICAIET 2017
 
ICICS 2017
ICICS 2017ICICS 2017
ICICS 2017
 
ICACIEM 2017
ICACIEM 2017ICACIEM 2017
ICACIEM 2017
 
A Typical Sleep Scheduling Algorithm in Cluster Head Selection for Energy Eff...
A Typical Sleep Scheduling Algorithm in Cluster Head Selection for Energy Eff...A Typical Sleep Scheduling Algorithm in Cluster Head Selection for Energy Eff...
A Typical Sleep Scheduling Algorithm in Cluster Head Selection for Energy Eff...
 
Application of Agricultural Waste in Preparation of Sustainable Construction ...
Application of Agricultural Waste in Preparation of Sustainable Construction ...Application of Agricultural Waste in Preparation of Sustainable Construction ...
Application of Agricultural Waste in Preparation of Sustainable Construction ...
 
Survey and Research Challenges in Big Data
Survey and Research Challenges in Big DataSurvey and Research Challenges in Big Data
Survey and Research Challenges in Big Data
 
Asynchronous Power Management Using Grid Deployment Method for Wireless Senso...
Asynchronous Power Management Using Grid Deployment Method for Wireless Senso...Asynchronous Power Management Using Grid Deployment Method for Wireless Senso...
Asynchronous Power Management Using Grid Deployment Method for Wireless Senso...
 

Recently uploaded

Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Victor Rentea
 
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
?#DUbAI#??##{{(☎️+971_581248768%)**%*]'#abortion pills for sale in dubai@
 

Recently uploaded (20)

"I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ..."I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ...
 
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
 
Exploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with MilvusExploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with Milvus
 
Cyberprint. Dark Pink Apt Group [EN].pdf
Cyberprint. Dark Pink Apt Group [EN].pdfCyberprint. Dark Pink Apt Group [EN].pdf
Cyberprint. Dark Pink Apt Group [EN].pdf
 
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdfRising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
 
Spring Boot vs Quarkus the ultimate battle - DevoxxUK
Spring Boot vs Quarkus the ultimate battle - DevoxxUKSpring Boot vs Quarkus the ultimate battle - DevoxxUK
Spring Boot vs Quarkus the ultimate battle - DevoxxUK
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024
 
Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...
 
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
 
CNIC Information System with Pakdata Cf In Pakistan
CNIC Information System with Pakdata Cf In PakistanCNIC Information System with Pakdata Cf In Pakistan
CNIC Information System with Pakdata Cf In Pakistan
 
FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdf
 
MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024
 
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
 
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
 
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
 
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
 
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
 
Artificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyArtificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : Uncertainty
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 

ICIECA 2014 Paper 22

  • 1. REALIZATION OF COST-EFFECTIVE MULTIPLIER FOR HIGH SPEED DIGITAL SIGNAL PROCESSING ARCHITECTURES PRESENTED BY: Veera Boopathy.E (M.E-VLSI DESIGN, VSBEC, Karur) Bharath Kumar.M (Asst.Professor-ECE, VSBEC, Karur) Saravanan.S (Asst.Professor-ECE, VSBEC, Karur)
  • 2. ABSTRACT  Low-cost FIR designs using rounded truncated multipliers.  Bit width optimization and hardware resources are equally considered without sacrificing frequency response and output signal precision.  To minimize total area cost non-uniform coefficient quantization with proper filter order is proposed.  MCM in direct FIR structure is implemented using improved truncated multipliers.  Proposed designs achieve best area and power compared with previous FIR design approaches.
  • 3. INTRODUCTION  FIR digital filter is vital component in DSP and communication systems.  Applied in portable applications with reduced area and power.  FIR filter of order M is  Two FIR structures are direct form and transposed form for a FIR filter.
  • 4. PURPOSE OF WORK  In many multimedia and DSP applications multiplication operations have fixed-width property.  Thus required to truncate product bits to necessary precision to reduce area cost, leading to design of truncated multipliers.  A truncation algorithm is proposed for efficient hardware reduction.  The proposed algorithm considers following to minimize the overall error in the final result  elimination of unwanted LSBs of partial product  addition of correction bit at appropriate bit position
  • 5. DIRECT FORM STRUCTURE TRANSPOSED FORM STRUCTURE Parallel multiplication of delayed signals with respective filter coefficients then accumulation of entire product terms. Current input signal and coefficients are multiplied then individually go through SA and delay elements.
  • 6. CLASSIFICATION OF FIR FILTER HARDWARE IMPLEMENTATION DIGITAL FIR FILTER HARDWARE IMPLEMENTATION MULTIPLIER LESS BASED MEMORY BASED LOOK-UP-TABLE (LUT) DISTRIBUTED ARITHMETIC (DA)
  • 7. MULTIPLIER-LESS BASED MEMORY BASED LUT BASED DA BASED  Realize MCM with shift and add operations and then use CSD and CSE to minimize adder cost of MCM  LUT-based design stores odd multiples of input signal in ROMs to realize constant multiplications in MCM. DA-based design recursively accumulate bit- level partial results for inner product computation.
  • 8. STAGES IN DIGITAL FIR FILTER DESIGN AND IMPLEMENTATION FREQUENCY RESPONSE SPECIFICATION FINDING FILTER ORDER AND COEFFICIENTS COEFFICIENT QUANTIZATION HARDWARE OPTIMIZATION
  • 9. PROPOSED DESIGN • Low-cost FIR filters based on direct structure with faithfully rounded truncated multipliers is proposed. • MCMA module is realized by accumulating all PPs where unnecessary PPBs are removed without affecting final precision of output. • Bit widths of all filter coefficients are minimized using non-uniform quantization to reduce hardware cost still satisfying specification of frequency response.
  • 10. TRUNCATED MULTIPLIER DESIGNS EARLIER VERSION TRUNCATED MULTIPLIER DESIGNS IMPROVED VERSION
  • 11. MCMAT PROCEDURE IN EARLIER VERSION MCMAT PROCEDURE IN IMPROVED VERSION
  • 12. EARLIER TRUNCATED MULTIPLIER ALGORITHMIC PROCEDURE
  • 13. PROPOSED TRUNCATED MULTIPLIER ALGORITHMIC PROCEDURE
  • 14. MULTIPLICATION / ACCUMULATION USING INDIVIDUAL PP COMPRESSION MULTIPLICATION / ACCUMULATION USING COMBINED PP COMPRESSION
  • 15. OVERALL FIR FILTER ARCHITECTURE USING MCMAT
  • 17. CONCLUSION  MCMAT direct FIR structure leads to minimum area, cost and power utilization even if several earlier designs are build on transposed form.  Reduced area, power and cost FIR filter designs is achieved with respect to coefficient bit width optimization and hardware sources realization.