SIGNAL PROCESSING WITH ANALOG CIRCUIT Chun Lo. Analog circuit design Main disadvantage: low...

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SIGNAL PROCESSING WITH ANALOG CIRCUIT Chun Lo

Transcript of SIGNAL PROCESSING WITH ANALOG CIRCUIT Chun Lo. Analog circuit design Main disadvantage: low...

Page 1: SIGNAL PROCESSING WITH ANALOG CIRCUIT Chun Lo. Analog circuit design  Main disadvantage: low precision  Due to mismatch in analog circuit components.

SIGNAL PROCESSING WITH ANALOG CIRCUIT

Chun Lo

Page 2: SIGNAL PROCESSING WITH ANALOG CIRCUIT Chun Lo. Analog circuit design  Main disadvantage: low precision  Due to mismatch in analog circuit components.

Analog circuit design

Main disadvantage: low precision Due to mismatch in analog circuit components

such as transistors, resistors and capacitors e.g. Amplifiers: lower input signal dynamic

range Comparator: lower signal resolution

Transistors: lower accuracy in current mode DAC

Advantage: Less power consumption Possibly smaller area

Page 3: SIGNAL PROCESSING WITH ANALOG CIRCUIT Chun Lo. Analog circuit design  Main disadvantage: low precision  Due to mismatch in analog circuit components.

Mismatch correction

By trimming device Larger device, layout technique in

component mismatch Autozeroing, correlated double sampling in

amplifiers Cost of extra area, power and design

complexity

By in herent programming elements Floating gate MOSFETs

Page 4: SIGNAL PROCESSING WITH ANALOG CIRCUIT Chun Lo. Analog circuit design  Main disadvantage: low precision  Due to mismatch in analog circuit components.

First paper Floating Gates Transistors For Precision

Analog circuit Design: An Overview Srinivasan, Graham and Hasler

Second paper Analog Floating –Gate On chip Auditory

Sensing System Interfaces Hasler, Smith, Graham, Ellis and Anderson

Page 5: SIGNAL PROCESSING WITH ANALOG CIRCUIT Chun Lo. Analog circuit design  Main disadvantage: low precision  Due to mismatch in analog circuit components.

First paper

Structure of Floating Gate MOSFET Programming floating gate transistors Programming precision Charge retention

Application examples of Floating Gate MOSFET Differential pairs DAC ADC

Page 6: SIGNAL PROCESSING WITH ANALOG CIRCUIT Chun Lo. Analog circuit design  Main disadvantage: low precision  Due to mismatch in analog circuit components.

MOSFET

MOS Transistor Floating Gate MOSFET

The gate is completely surrounded by SiO2 No DC to ground Used in Flash memory, ROM

Page 7: SIGNAL PROCESSING WITH ANALOG CIRCUIT Chun Lo. Analog circuit design  Main disadvantage: low precision  Due to mismatch in analog circuit components.

Programming FG-MOSFET

Setting the DC voltage Add or remove charge Mainly two methods

Fowler Nordheim tunneling As a global eraser for all floating gates

Hot electron injection Program each floating gate to the desired value

individually

Page 8: SIGNAL PROCESSING WITH ANALOG CIRCUIT Chun Lo. Analog circuit design  Main disadvantage: low precision  Due to mismatch in analog circuit components.

Programming precision

What is the smallest drain current change

A single electron change results in an accuracy of or 12 bits

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T T

V VI I

U U

( )exp( )exp( )g g s

oT T

V V VI I I

U U

exp( ) 1g

T

VI

I U

T

QV

C

exp( ) 1T T

I Q

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42.8 10X

Page 9: SIGNAL PROCESSING WITH ANALOG CIRCUIT Chun Lo. Analog circuit design  Main disadvantage: low precision  Due to mismatch in analog circuit components.

Charge Retention

Short term drift Observed immediately after programming Proportional to the amount of change that

is programmed into the floating gate Long term charge loss

Themionic emission Related to both temperature and time

Page 10: SIGNAL PROCESSING WITH ANALOG CIRCUIT Chun Lo. Analog circuit design  Main disadvantage: low precision  Due to mismatch in analog circuit components.

Applications

Differential pair DAC ADC

Page 11: SIGNAL PROCESSING WITH ANALOG CIRCUIT Chun Lo. Analog circuit design  Main disadvantage: low precision  Due to mismatch in analog circuit components.

Second paper

Advance in analog VLSI circuits Performance close to DSP More option for designeer

Analog Digital Partition Signal Processing Circuits Noise Suppression for speech

enhancement Speech Recognition

Page 12: SIGNAL PROCESSING WITH ANALOG CIRCUIT Chun Lo. Analog circuit design  Main disadvantage: low precision  Due to mismatch in analog circuit components.

Analog Digital Partitioning

Power and space No overhead for tuning and programming Work in subthreshold save power

SN VS Cost

Page 13: SIGNAL PROCESSING WITH ANALOG CIRCUIT Chun Lo. Analog circuit design  Main disadvantage: low precision  Due to mismatch in analog circuit components.

Analog Signal Processing

Page 14: SIGNAL PROCESSING WITH ANALOG CIRCUIT Chun Lo. Analog circuit design  Main disadvantage: low precision  Due to mismatch in analog circuit components.

Noise suppression

Main Idea: Attenuate the noise components

Page 15: SIGNAL PROCESSING WITH ANALOG CIRCUIT Chun Lo. Analog circuit design  Main disadvantage: low precision  Due to mismatch in analog circuit components.

Speech Recognition

HMMs States, transition probabilities and Hidden states are words, output is audio

signal produced by speaker Recognition problem: what is the state of

the system