2011 DSP IC Lec 6 Folding Part I

23
NCKU EE / S.F .Lei Digital Signal Processing Integrated Circuits Folding Adapted from Viktor Ö wall, Dept. of Electroscience, Lund University, Sweden 1

Transcript of 2011 DSP IC Lec 6 Folding Part I

Page 1: 2011 DSP IC Lec 6 Folding Part I

NCKU EE SF Lei Digital Signal Processing Integrated Circuits

Folding

Adapted from

Viktor Ouml wall Dept of Electroscience

Lund University Sweden

1

NCKU EE SF Lei Digital Signal Processing Integrated Circuits

Folding is rdquoInverserdquo of Unfolding

2

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 3

Hardware Mapped vs Time multiplexed

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 4

Hardware Mapped vs

Time multiplexedMicrocoded

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 5

Folding ndash Time-shared Architecture

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 6

Folding example

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 7

Control Unit

NCKU EE SF Lei Digital Signal Processing Integrated Circuits

bull Reduce hardware by N-folding

bull Tcomputation increased by N 1048644 Latecy

bull Extremes

ndash Fully parallel

ndash Time multiplexed = 1 unit per algorithmic operation

bull Folding 1048644

ndash extra registers ie extra storage

ndash control unit

ndash latency

8

Folding

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 9

Folding Transformation

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 10

Folding Transformation

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 11

Folding Set

A folding set is an ordered set of operations to

be executed on the same functional

Each set contain N entries N=folding factor

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 12

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 13

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 14

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 15

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 16

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 17

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 18

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 19

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 20

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 21

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 22

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 23

Folding of Biquad filter

Page 2: 2011 DSP IC Lec 6 Folding Part I

NCKU EE SF Lei Digital Signal Processing Integrated Circuits

Folding is rdquoInverserdquo of Unfolding

2

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 3

Hardware Mapped vs Time multiplexed

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 4

Hardware Mapped vs

Time multiplexedMicrocoded

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 5

Folding ndash Time-shared Architecture

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 6

Folding example

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 7

Control Unit

NCKU EE SF Lei Digital Signal Processing Integrated Circuits

bull Reduce hardware by N-folding

bull Tcomputation increased by N 1048644 Latecy

bull Extremes

ndash Fully parallel

ndash Time multiplexed = 1 unit per algorithmic operation

bull Folding 1048644

ndash extra registers ie extra storage

ndash control unit

ndash latency

8

Folding

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 9

Folding Transformation

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 10

Folding Transformation

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 11

Folding Set

A folding set is an ordered set of operations to

be executed on the same functional

Each set contain N entries N=folding factor

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 12

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 13

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 14

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 15

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 16

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 17

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 18

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 19

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 20

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 21

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 22

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 23

Folding of Biquad filter

Page 3: 2011 DSP IC Lec 6 Folding Part I

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 3

Hardware Mapped vs Time multiplexed

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 4

Hardware Mapped vs

Time multiplexedMicrocoded

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 5

Folding ndash Time-shared Architecture

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 6

Folding example

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 7

Control Unit

NCKU EE SF Lei Digital Signal Processing Integrated Circuits

bull Reduce hardware by N-folding

bull Tcomputation increased by N 1048644 Latecy

bull Extremes

ndash Fully parallel

ndash Time multiplexed = 1 unit per algorithmic operation

bull Folding 1048644

ndash extra registers ie extra storage

ndash control unit

ndash latency

8

Folding

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 9

Folding Transformation

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 10

Folding Transformation

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 11

Folding Set

A folding set is an ordered set of operations to

be executed on the same functional

Each set contain N entries N=folding factor

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 12

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 13

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 14

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 15

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 16

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 17

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 18

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 19

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 20

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 21

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 22

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 23

Folding of Biquad filter

Page 4: 2011 DSP IC Lec 6 Folding Part I

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 4

Hardware Mapped vs

Time multiplexedMicrocoded

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 5

Folding ndash Time-shared Architecture

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 6

Folding example

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 7

Control Unit

NCKU EE SF Lei Digital Signal Processing Integrated Circuits

bull Reduce hardware by N-folding

bull Tcomputation increased by N 1048644 Latecy

bull Extremes

ndash Fully parallel

ndash Time multiplexed = 1 unit per algorithmic operation

bull Folding 1048644

ndash extra registers ie extra storage

ndash control unit

ndash latency

8

Folding

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 9

Folding Transformation

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 10

Folding Transformation

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 11

Folding Set

A folding set is an ordered set of operations to

be executed on the same functional

Each set contain N entries N=folding factor

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 12

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 13

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 14

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 15

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 16

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 17

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 18

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 19

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 20

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 21

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 22

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 23

Folding of Biquad filter

Page 5: 2011 DSP IC Lec 6 Folding Part I

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 5

Folding ndash Time-shared Architecture

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 6

Folding example

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 7

Control Unit

NCKU EE SF Lei Digital Signal Processing Integrated Circuits

bull Reduce hardware by N-folding

bull Tcomputation increased by N 1048644 Latecy

bull Extremes

ndash Fully parallel

ndash Time multiplexed = 1 unit per algorithmic operation

bull Folding 1048644

ndash extra registers ie extra storage

ndash control unit

ndash latency

8

Folding

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 9

Folding Transformation

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 10

Folding Transformation

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 11

Folding Set

A folding set is an ordered set of operations to

be executed on the same functional

Each set contain N entries N=folding factor

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 12

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 13

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 14

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 15

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 16

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 17

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 18

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 19

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 20

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 21

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 22

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 23

Folding of Biquad filter

Page 6: 2011 DSP IC Lec 6 Folding Part I

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 6

Folding example

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 7

Control Unit

NCKU EE SF Lei Digital Signal Processing Integrated Circuits

bull Reduce hardware by N-folding

bull Tcomputation increased by N 1048644 Latecy

bull Extremes

ndash Fully parallel

ndash Time multiplexed = 1 unit per algorithmic operation

bull Folding 1048644

ndash extra registers ie extra storage

ndash control unit

ndash latency

8

Folding

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 9

Folding Transformation

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 10

Folding Transformation

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 11

Folding Set

A folding set is an ordered set of operations to

be executed on the same functional

Each set contain N entries N=folding factor

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 12

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 13

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 14

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 15

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 16

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 17

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 18

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 19

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 20

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 21

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 22

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 23

Folding of Biquad filter

Page 7: 2011 DSP IC Lec 6 Folding Part I

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 7

Control Unit

NCKU EE SF Lei Digital Signal Processing Integrated Circuits

bull Reduce hardware by N-folding

bull Tcomputation increased by N 1048644 Latecy

bull Extremes

ndash Fully parallel

ndash Time multiplexed = 1 unit per algorithmic operation

bull Folding 1048644

ndash extra registers ie extra storage

ndash control unit

ndash latency

8

Folding

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 9

Folding Transformation

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 10

Folding Transformation

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 11

Folding Set

A folding set is an ordered set of operations to

be executed on the same functional

Each set contain N entries N=folding factor

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 12

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 13

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 14

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 15

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 16

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 17

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 18

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 19

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 20

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 21

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 22

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 23

Folding of Biquad filter

Page 8: 2011 DSP IC Lec 6 Folding Part I

NCKU EE SF Lei Digital Signal Processing Integrated Circuits

bull Reduce hardware by N-folding

bull Tcomputation increased by N 1048644 Latecy

bull Extremes

ndash Fully parallel

ndash Time multiplexed = 1 unit per algorithmic operation

bull Folding 1048644

ndash extra registers ie extra storage

ndash control unit

ndash latency

8

Folding

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 9

Folding Transformation

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 10

Folding Transformation

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 11

Folding Set

A folding set is an ordered set of operations to

be executed on the same functional

Each set contain N entries N=folding factor

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 12

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 13

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 14

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 15

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 16

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 17

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 18

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 19

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 20

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 21

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 22

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 23

Folding of Biquad filter

Page 9: 2011 DSP IC Lec 6 Folding Part I

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 9

Folding Transformation

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 10

Folding Transformation

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 11

Folding Set

A folding set is an ordered set of operations to

be executed on the same functional

Each set contain N entries N=folding factor

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 12

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 13

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 14

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 15

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 16

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 17

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 18

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 19

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 20

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 21

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 22

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 23

Folding of Biquad filter

Page 10: 2011 DSP IC Lec 6 Folding Part I

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 10

Folding Transformation

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 11

Folding Set

A folding set is an ordered set of operations to

be executed on the same functional

Each set contain N entries N=folding factor

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 12

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 13

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 14

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 15

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 16

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 17

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 18

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 19

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 20

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 21

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 22

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 23

Folding of Biquad filter

Page 11: 2011 DSP IC Lec 6 Folding Part I

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 11

Folding Set

A folding set is an ordered set of operations to

be executed on the same functional

Each set contain N entries N=folding factor

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 12

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 13

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 14

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 15

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 16

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 17

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 18

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 19

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 20

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 21

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 22

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 23

Folding of Biquad filter

Page 12: 2011 DSP IC Lec 6 Folding Part I

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 12

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 13

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 14

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 15

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 16

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 17

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 18

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 19

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 20

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 21

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 22

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 23

Folding of Biquad filter

Page 13: 2011 DSP IC Lec 6 Folding Part I

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 13

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 14

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 15

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 16

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 17

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 18

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 19

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 20

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 21

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 22

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 23

Folding of Biquad filter

Page 14: 2011 DSP IC Lec 6 Folding Part I

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 14

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 15

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 16

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 17

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 18

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 19

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 20

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 21

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 22

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 23

Folding of Biquad filter

Page 15: 2011 DSP IC Lec 6 Folding Part I

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 15

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 16

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 17

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 18

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 19

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 20

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 21

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 22

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 23

Folding of Biquad filter

Page 16: 2011 DSP IC Lec 6 Folding Part I

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 16

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 17

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 18

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 19

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 20

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 21

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 22

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 23

Folding of Biquad filter

Page 17: 2011 DSP IC Lec 6 Folding Part I

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 17

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 18

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 19

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 20

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 21

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 22

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 23

Folding of Biquad filter

Page 18: 2011 DSP IC Lec 6 Folding Part I

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 18

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 19

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 20

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 21

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 22

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 23

Folding of Biquad filter

Page 19: 2011 DSP IC Lec 6 Folding Part I

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 19

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 20

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 21

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 22

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 23

Folding of Biquad filter

Page 20: 2011 DSP IC Lec 6 Folding Part I

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 20

Folding of Biquad filter

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 21

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 22

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 23

Folding of Biquad filter

Page 21: 2011 DSP IC Lec 6 Folding Part I

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 21

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 22

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 23

Folding of Biquad filter

Page 22: 2011 DSP IC Lec 6 Folding Part I

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 22

Folding of Biquad filter N=4

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 23

Folding of Biquad filter

Page 23: 2011 DSP IC Lec 6 Folding Part I

NCKU EE SF Lei Digital Signal Processing Integrated Circuits 23

Folding of Biquad filter