accurate modeling and parameter extraction method

8
Accurate modeling and parameter extraction method for organic TFTs M. Estrada a, * , A. Cerdeira a , J. Puigdollers b , L. Rese ´ndiz a , J. Pallares c , L.F. Marsal c , C. Voz b , B. In ˜ iguez c a Seccio ´ n de Electro ´ nica del Estado So ´ lido (SEES), Departamento de Ingenierı ´a Ele ´ctrica, CINVESTAV, Av. IPN No. 2508, Apto. Postal 14-740, 07300 DF, Mexico b Departament dE ´ nginyeria Electronica, Universitat Politecnica de Catalunya, C/Jordi Girona, Modul C4, Barcelona 08034, Spain c Departament dE ´ nginyeria Electronica Ele ´ctrica i Automatica, Universitat Rovira i Virgili, Avda. Paisos Catalans 26, 43007 Tarragona, Spain Received 18 November 2004; received in revised form 14 February 2005; accepted 15 February 2005 Available online 31 March 2005 The review of this paper was arranged by Prof. A. Zaslavsky Abstract In this paper we demonstrate the applicability of the unified model and parameter extraction method (UMEM), previously devel- oped by us, to organic thin film transistors, OTFTs. The UMEM, which has been previously used with a-Si:H, polysilicon and nanocrystalline TFTs, provides a much rigorous and accurate determination of main electrical parameters of organic TFTs than previous methods. Device parameters are extracted in a simple and direct way from the experimental measurements, with no need of assigning predetermined values to any other model parameter or using optimization methods. The method can be applied to both experimental and simulated characteristics of organic TFTs, having different geometries and mobility. It provides a very good agreement between transfer, transconductance and output characteristics calculated using parameter values obtained with our extraction procedure and experimental curves. Differences in mobility behavior, as well as other device features that can be analyzed using UMEM are discussed. Ó 2005 Elsevier Ltd. All rights reserved. Keywords: Organic TFT; Parameter extraction; TFT modeling 1. Introduction Simulation of devices requires both, an accurate model to represent the behavior of the device and an extraction method strictly related to this model to deter- mine with precision the device parameters required by it and thus by simulation. Modeling of organic TFTs (OTFTs) has been made, up to now, analytically or numerically, mostly using the same expressions as for MOS crystalline devices. However, OTFTs present sev- eral differences with respect to crystalline (MOSFETs), amorphous, (a-Si:H TFTs) or polycrystalline Si (polySi TFTs) devices. According to measured transfer and out- put characteristics of organic TFTs, it has been observed that mobility usually increases with gate voltage. It has also been reported that mobility increases with V DS for a given value of V GS , in a more pronounced way than the mobility of a-Si:H devices with similar geome- try, [1–3]. This increase of mobility with V DS has been related to hopping [4]; to a Frenkel–Poole type effect associated to traps in the material, [5] as well as; to the lowering of the emission barrier in traps located at 0038-1101/$ - see front matter Ó 2005 Elsevier Ltd. All rights reserved. doi:10.1016/j.sse.2005.02.004 * Corresponding author. Tel.: +52 55 50613786; fax: +52 55 50613978. E-mail address: [email protected] (M. Estrada). www.elsevier.com/locate/sse Solid-State Electronics 49 (2005) 1009–1016

Upload: ajayiitm05

Post on 26-Dec-2014

103 views

Category:

Documents


3 download

TRANSCRIPT

Page 1: Accurate modeling and parameter extraction method

www.elsevier.com/locate/sse

Solid-State Electronics 49 (2005) 1009–1016

Accurate modeling and parameter extraction methodfor organic TFTs

M. Estrada a,*, A. Cerdeira a, J. Puigdollers b, L. Resendiz a, J. Pallares c,L.F. Marsal c, C. Voz b, B. Iniguez c

a Seccion de Electronica del Estado Solido (SEES), Departamento de Ingenierıa Electrica, CINVESTAV, Av. IPN No. 2508,

Apto. Postal 14-740, 07300 DF, Mexicob Departament dEnginyeria Electronica, Universitat Politecnica de Catalunya, C/Jordi Girona, Modul C4, Barcelona 08034, Spain

c Departament dEnginyeria Electronica Electrica i Automatica, Universitat Rovira i Virgili, Avda. Paisos Catalans 26, 43007 Tarragona, Spain

Received 18 November 2004; received in revised form 14 February 2005; accepted 15 February 2005

Available online 31 March 2005

The review of this paper was arranged by Prof. A. Zaslavsky

Abstract

In this paper we demonstrate the applicability of the unified model and parameter extraction method (UMEM), previously devel-

oped by us, to organic thin film transistors, OTFTs.

The UMEM, which has been previously used with a-Si:H, polysilicon and nanocrystalline TFTs, provides a much rigorous and

accurate determination of main electrical parameters of organic TFTs than previous methods. Device parameters are extracted in a

simple and direct way from the experimental measurements, with no need of assigning predetermined values to any other model

parameter or using optimization methods. The method can be applied to both experimental and simulated characteristics of organic

TFTs, having different geometries and mobility. It provides a very good agreement between transfer, transconductance and output

characteristics calculated using parameter values obtained with our extraction procedure and experimental curves. Differences in

mobility behavior, as well as other device features that can be analyzed using UMEM are discussed.

� 2005 Elsevier Ltd. All rights reserved.

Keywords: Organic TFT; Parameter extraction; TFT modeling

1. Introduction

Simulation of devices requires both, an accurate

model to represent the behavior of the device and an

extraction method strictly related to this model to deter-

mine with precision the device parameters required by itand thus by simulation. Modeling of organic TFTs

(OTFTs) has been made, up to now, analytically or

numerically, mostly using the same expressions as for

0038-1101/$ - see front matter � 2005 Elsevier Ltd. All rights reserved.

doi:10.1016/j.sse.2005.02.004

* Corresponding author. Tel.: +52 55 50613786; fax: +52 55

50613978.

E-mail address: [email protected] (M. Estrada).

MOS crystalline devices. However, OTFTs present sev-

eral differences with respect to crystalline (MOSFETs),

amorphous, (a-Si:H TFTs) or polycrystalline Si (polySi

TFTs) devices. According to measured transfer and out-

put characteristics of organic TFTs, it has been observed

that mobility usually increases with gate voltage. It hasalso been reported that mobility increases with VDS

for a given value of VGS, in a more pronounced way

than the mobility of a-Si:H devices with similar geome-

try, [1–3]. This increase of mobility with VDS has been

related to hopping [4]; to a Frenkel–Poole type effect

associated to traps in the material, [5] as well as; to

the lowering of the emission barrier in traps located at

Page 2: Accurate modeling and parameter extraction method

1010 M. Estrada et al. / Solid-State Electronics 49 (2005) 1009–1016

the boundaries between crystals, since most materials

used to fabricate OTFTs are polycrystalline, [6,7].

OTFTs can present deformation at the origin of the

output characteristics, due to non-ohmic contacts at

drain and source [8–10]. They can also have leakage cur-

rent across the gate dielectric [11] and/or polarization ef-fects [8], which can be significant and have to be taken

into account.

In numerical simulations, the longitudinal field

dependence of the mobility has been introduced by

external models, [5], evaluated by Monte Carlo [1], or

simply not considered, [12].

Some authors have used simulation in SPICE using

the MOSFET model, to which some features as seriesand non-linear resistance at drain and source are some-

times added, [8,2]. The use of the model 15 for a-Si:H

devices in AIMSpice was reported in [13], with an addi-

tional treatment of the series and non-linear OTFTs

resistance. The non-linear OTFT resistance was also

treated in [14]. Although this last approach has some

advantages regarding previous, the method used

for parameter extraction is numerical and among itsdisadvantages are a relatively big number of fitting para-

meters, which can be determined by optimization

methods when using AIMSpice, or through graphical

or derivative methods which are troublesome and impre-

cise due to experimental errors. For example, with AIM-

Spice extractor, it is difficult to obtain the same group of

fitting parameters for all modeled transistor curves,

which also lack physical meaning. In addition, some ofthe extraction procedures, require to previously assume

values to some parameters in order to extract the rest of

them, that is, some parameters cannot be extracted inde-

pendently one from another [15].

In the last years, we have been applying our unified

model and parameter extraction method (UMEM) first

to a-Si:H, [15,16], to polycrystalline, [17] and recently

to nanocrystalline silicon transistors [18]. Among theadvantages of this method are that all above threshold

parameters are extracted from two transfer characteris-

tics, one in the linear and the other in the saturation re-

gion and from the output characteristic of the device

under study, using a single mathematical processing

involving and integral method that additionally reduces

experimental noise. The method can be used to compare

devices with different geometries and fabrication condi-tions under the same parameter extraction conditions.

This method uses analytical expressions for both model-

ing and parameter extraction, so calculations can be

made using any program for mathematical calculations.

In addition it was also implemented in AIMSpice [19].

In this paper we show that UMEM provides an excel-

lent tool for modeling OTFTs with different geometries,

dielectric materials and fabrication processes. We applyit to analyze and compare the mobility behavior of four

different types of pentacene TFTs.

Finally we present a complement to the UMEM in

order to consider, if necessary, the non-ohmic contact

at drain and source, sometimes present in OTFTs. For

this last treatment, analytical expressions are also pro-

vided for modeling this effect and for the extraction of

the required parameters.

2. Main features of unified model and parameter

extraction method (UMEM)

2.1. Summary of steps to extract model parameters

The mobility dependence with gate voltage is de-scribed as [15]:

lFET ¼ l0

ðV GS � V TÞV aa

� �ca¼ lFET0

� ðV GS � V TÞca ð1Þ

where lFET0is the a value of mobility for low perpendi-

cular and longitudinal electric field, VT the threshold

voltage and ca and Vaa are fitting parameters. l0 is usu-ally taken as the band mobility for the material of the

TFT under analysis. Since this parameter is usually esti-

mated, the fitting parameter Vaa is used to adjust lFET0

to the experimental value of the low field mobility for

the device being modeled. Parameter ca is related to

the conduction mechanism and can describe both an in-crease or decrease in mobility with VGS. In the first case,

ca > 0 and in the second ca < 0. The first behavior is typ-

ical of amorphous and nanocrystalline devices and is re-

lated to trap conduction mechanism, while a decrease in

mobility with gate voltage appears in polycrystalline

TFTs when surface scattering starts to be important.

In organic TFTs, as will be shown later, both behaviors

were observed. In this way, extracted fitting parameterscan be used nevertheless, to analyze physical mecha-

nisms that take place in the devices.

Drain current in the linear and saturation regions is

modeled as:

IDS ¼WL� Cdiel

lFET � ðV GS � V TÞ1þ R W

L � CdiellFET � ðV GS � V TÞ� �

� V DSð1þ k � V DSÞ

1þ V DS

V DSsat

h imh i1=m þ I0 ð2Þ

where W is the channel width, L is the channel length,

Cdiel is the gate capacitance, R is source plus drain resis-

tance, I0 is the leakage current and m and k are fitting

parameters related to the sharpness of the knee region

and to the channel length modulation respectively.

Parameter k describes the variation of conductance with

VDS in the saturation region.

The saturation voltage is defined through the satura-tion modulation parameter aS:

V DSsat ¼ aSðV GS � V TÞ ð3Þ

Page 3: Accurate modeling and parameter extraction method

M. Estrada et al. / Solid-State Electronics 49 (2005) 1009–1016 1011

For the extraction procedure in the above threshold

regime, we will use the same integral function H(VGS)

defined in [15]:

HðV GSÞ ¼R V GS

0IDSðxÞdx

IDSðV GSÞð4Þ

After substituting (1) in (2) and calculating H(VGS) from

(4), the following expression is obtained for above

threshold regime:

H aðV GSÞ ¼1

2þ caðV GS � V TÞ ð5Þ

k ¼ðIDS2ÞðV DS2Þ2

� ½1þ R � K � lFETðV GS1Þ � ðV GS1 � V TÞ� � 1þ V DS2

as�ðV GS1�V TÞ

h imh i1=mK � lFETðV GS1Þ � ðV GS1 � V TÞ

8><>:

9>=>;� 1

V DS2

; ð10Þ

The generalized parameter extraction procedure for dif-

ferent devices and operation regimes can be found in

[15–18]. The steps for the determination of the model

parameters VT, ca, aS Vaa, m and k are summarized

below.

Step no. 1: VT is obtained from the intercept, and cafrom the slope in expression (5).

Step no. 2: From the experimental data, calculate

ðIDSÞ1

1þca vs. (VGS � VT) and its slope Sl.

The value of Vaa is extracted as:

V aa ¼KV DS

Sl1þca

� �1=ca; ð6Þ

where K ¼ WL � l0 � Cdiel. In this form, the three parame-

ters that determine the effective change of the field effectmobility in the above threshold regime are extracted.

Step no. 3: Using the saturation current characteristic

for VDS P VGS � VT, calculate the slope

Ss in the linear region of I1=ð2þcaÞDSsat vs.

(VGS � VT). Parameter aS is extracted as:

aS ¼Ss2þcaV ca

aa

ffiffiffi2

p

Kð7Þ

Step no. 4: Parameter m, is calculated evaluating (2) at

VDSsat for a value of gate voltage near the

maximum measured, neglecting R and k:

m ¼ log 2= logK � lFETðV GSÞ

½1þ K � lFETðV GSÞ � ðV GS � V TÞ�

� aSðV GS1 � V TÞIDSsatðV DSsatÞ

�ð8Þ

To determine IDSsat(VDSsat) select a measured output

characteristic for VGS = VGS1, where VGS1 is a value near

the maximum gate voltage value you want to model.

Select a value of VDS in the saturation region, not too

far from the knee of the output selected curve for which

the drain current IDS1 is known frommeasurements. This

drain voltage value will be referred asVDS1 and should be

equal to:

V DS1 ¼ aS � ðV GS1 � V TÞ ð9ÞThis value of IDS1 corresponds to IDSsat(VDSsat) in

expression (8).

Step no. 5: Parameter k is then extracted from:

where VDS2 is selected not too far from the maximum

drain voltage measured in the characteristic to be mod-

eled. IDS2 is the measured drain current for the selected

drain voltage VDS2.

If the slope of the IDS–VGS curve in the linear region

is observed to decrease due to the presence of a series

resistance, the value of this resistance can be determinedas indicated in [15].

OTFT can show a non-linear contact at drain and

source. To model also this region, the following simple

and precise procedure can be used.

2.2. Modeling of OTFTs output characteristics when

non-ohmic contacts are present

If a non-ohmic contact is present at drain and source,

which is frequently observed in OTFTs, the external bias

applied, Vext, will fall part on the non-ohmic contact,

(diode), Vdiode and part on the transistor, VDS, including

its series resistance, that is:

V DSext ¼ V DS þ V diode

¼ IDS

GðV GS; V DSÞþ n � k � T

q� log IDS

Ido

� �

¼ IDS

GðV GS; V DSextÞ � nþ n � k � T

q� log IDS

Ido

� �; ð11Þ

where

GðV GS;V DSextÞ

¼ KlFETðV GSÞ � ðV GS � V TÞ � ð1þ k � V DSextÞ

ð1þ R � lFETðV GSÞ � ðV GS � V TÞÞ � 1þ V DSext

V DSsat

� mh i1=mð12Þ

Page 4: Accurate modeling and parameter extraction method

1012 M. Estrada et al. / Solid-State Electronics 49 (2005) 1009–1016

and n is a fitting parameter to account for the real volt-

age across the transistor when the diode resistance is

significant.

To model output characteristics presenting this effect,

after following steps 1–4 previously described, the diode

parameters must be determined. It must be indicatedthat for steps 1–4, the transfer curve selected must cor-

respond to a VDSext in the linear region, that at the same

time lies outside of the region affected by the deforma-

tion of the non-linear contact.

2.2.1. Extraction of diode parameters

After parameters VT, ca, aS, Vaa and m are deter-

mined, select an output characteristic with VGS = VGS2

where the non-ohmic contact effect is clearly seen. Plot

the curve log(IDS) vs. VDSext and determine the slope,

B, and the intercept, A, of this curve near the origin.

Using the normal procedure for a diode:

n ¼ log eB � k�Tq

ð13Þ

and

Ido ¼ 10A: ð14Þ

1 ATLAS is property of Silvaco International.

2.2.2. Extraction of fitting parameter nThe effect of the presence of this diode is to reduce the

drain current at small values of bias, when the diode

resistance is high. As the external bias is increased be-

yond the knee of the I–V characteristic of the diode,the drain current increases and starts to be determined

mainly by the transistor. This means that in the output

characteristic, near or after the maximum slope in this

region of deformation, most of the applied voltage starts

to fall across the transistor. For this reason, parameter nis determined as:

n ¼

IDSðV GS2; V ext2ÞG1ðV GS2Þ

� �� IDSðV GS2; V ext1Þ

G1ðV GS2Þ

� �� �

V DS2 � V DS1½ � ð15Þ

where IDS(VGS2,Vext2) and IDS(VGS2,Vext1) are the mea-sured current for the selected output characteristic at

two external bias Vext2 and Vext1 limiting an approxi-

mately linear region of the curve IDS vs. VDSext,, where

the maximum slope of this curve is included. VDS2,

(VDS1) are determined substituting Vext2, (Vext1) and its

corresponding IDS in (8).

G1(VGS2) is the conductance in the linear region eval-

uated for VGS = VGS2:

G1ðV GS2Þ ¼KlFETðV GS2Þ � ðV GS2 � V TÞ

ð1þ R � lFETðV GS2Þ � ðV GS2 � V TÞÞ: ð16Þ

R and lFET are extracted and calculated from extracted

parameters, respectively.

The effect of n is to provide the necessary displace-

ment and adjustment of the slope of the modeled curve

to the measured one, in the region of deformation.

After determining n, calculate k from (11) and (12),

solving for a value of drain voltage VDSext = VDS2 (and

its corresponding IDS = IDS2) not too far from the maxi-mum drain voltage measured in the selected output

curve for VGS2.

Finally, IDS vs. VDS is modeled substituting the

extracted parameters in (11).

3. Experimental part and results

Four different pentacene TFTs, T1, T2, T3 and T4

were studied. All of them are bottom gate pentacene

TFTs on glass substrate. Transistor T1 uses polymethyl

methacrylate (PMMA) as gate dielectric and were pre-

pared as indicated in [20]. The PMMA dielectric thick-

ness is 700 nm thick with a dielectric constant of 3.9.

Pentacene thickness was 160 nm. These devices have

L = 120 and W = 600 lm.T2 type transistors were fabricated by a process sim-

ilar as indicated in [21]. The gate dielectric is a 100 nm

polyvinylphenol (PVP) layer. Pentacene layer thickness

was of 30 nm, W = 500 lm and L = 50 lm.

Transistors T3 type correspond to devices previously

reported in [21], with 120 nm polyvinylphenol (PVP)

layer as gate dielectric, 30 nm of pentacene layer,

W = 500 lm and L = 50 lm.Transistor T4 corresponds to devices previously re-

ported in [22]. The gate dielectric was a 400 nm SiO2

layer. The thickness of the pentacene layer was 50 nm,

W = 220 lm and L = 20 lm. Since we did not have mea-

sured characteristics of T4 type devices, we used simu-

lated characteristics in ATLAS1 to compare with

output characteristics modeled using UMEM. Parame-

ters used for simulation were taken from [5], where itwas shown that they provide an excellent agreement

with measured curves for these devices.

Trap distribution was taken as:

gatailðEÞ ¼ gatail0 exp �ðEc � EÞEatail

� �ð17Þ

gdtailðEÞ ¼ gdtail0 exp �ðE � EVÞEdtail

� �ð18Þ

where gatail0 is the concentration of acceptor tail states at

conduction band Ec equal to1 2.5 · 1018 cm�3; gdtail0 in

the concentration of donor tail states at valence band

EV, equal to 1 · 1018 cm�3 and Eatail = 0.129 eV and

Edtail = 0.5 eV are the activation energy for acceptorand donor tail states respectively.

Page 5: Accurate modeling and parameter extraction method

Table 1

Technological parameters of pentacene transistors

Transistor Pentacene layer [nm] Dielectric gate W [lm] L [lm] Reference

Type [nm]

T1 160 PMMA 700 600 120 [20]

T2 30 PVP 100 500 50

T3 30 PVP 120 500 50 [21]

T4 50 SiO2 400 220 20 [5,22]

Fig. 2. Measured and modeled output characteristics of T2 type

transistor.

M. Estrada et al. / Solid-State Electronics 49 (2005) 1009–1016 1013

The energy gap was taken as 2.8 eV and permitivity

of ei = 3. The extended states concentration at valence

and conduction bands was taken as 2.88 · 1021 cm�3.

Pentacene is considered to be p-type with hole concen-tration of 5.75 · 1017 cm�3.

According to [5], externally it was added a field

dependence in the form of a � exp½b �ffiffiffiffiF

p�, where F is

the longitudinal electric field, a = 0.5 and b = 3 · 10�3

(V/cm)1/2, to account for the presence of a Frenkel–

Poole effect.

Table 1 shows the summary of the fabrication param-

eters for the four types of transistors.

3.1. Modeling of current–voltage characteristics

Figs. 1–4 show measured and modeled output charac-

teristics of the four types of transistors described. As can

be seen, all devices characteristics analyzed in this work

can be very well modeled using UMEM, without the

need of any additional term to consider Frenkel–Pooleeffect.

In some OTFTs, the dependence of the drain current

with drain voltage in the saturation region of the output

characteristic is more pronounced that the observed in

a-Si:H devices, however it can be still well modeled

through parameter k. This is also in agreement with

reported by [13].

Fig. 1. Measured and modeled output characteristics of T1 type

transistor.

Fig. 3. Measured and modeled output characteristics of T3 type

transistor.

Table 2 shows the summary of extracted parameters

for one transistor of each type of devices.

As we mentioned, one of the advantages of using

UMEM is the possibility of monitoring the behavior

of mobility, as well as to obtain distinguishing features

of each device. For example, from the extracted para-

meters indicated in Table 2, we can see that transistors

T1, T2 and T3 type are normally off, while T4 is nor-mally on. Series resistance reduces from T1 to T4. In this

later case it is so small that cannot be determined.

Page 6: Accurate modeling and parameter extraction method

Fig. 4. Measured and modeled output characteristics of T4 type

transistor.

Fig. 5. Measured and modeled transfer characteristics of T1 type

transistor in the linear and in the saturation regions.

1014 M. Estrada et al. / Solid-State Electronics 49 (2005) 1009–1016

Parameter as, which is related to the behavior of the out-put characteristic at the onset of saturation, is higher for

transistors T2 and T3 type, which is also observed in the

output characteristics in Figs. 2 and 3, where the linear

region is larger relative to the measured range of VDS.

Also parameter m, related to the knee of the curve at on-

set of saturation is approximately half the observed for

transistors T2, T3 and T4 type.

Fig. 5 shows agreement between modeled transfercurves for T1 type transistor for two values of VDS,

one in the linear region (VDS = �1 V) and the other in

saturation, (VDS = �40 V). As can be seen, the agree-

ment is excellent, using the same group of fitting param-

eters for both curves. This is really difficult to obtain

with other extraction procedures, while using UMEM

is easy, provided you correctly select the voltage range

in the linear and saturation region where the integralfunction H is evaluated. Table 2 also indicates the volt-

age range used for each case. In general, best results are

obtained when the voltage range in both regions is se-

lected near the maximum slope of the corresponding

Table 2

Extracted parameters

T1 T2

Linear region voltage range �(35–39) �(8–

Saturation region voltage range �(30–39) �(8–

Output characteristic VGS [V] �40 �14

VT [V] �4.1 �2.6

ca 1.9 0.6

Vaa [V] 1.7 · 103 106

lFET0[cm2/V s] 7.4 · 10�7 0.058

R [kX] 1.1 · 104 200

as 0.39 1.7

m 1.27 2.8

k [1/V] �3.5 · 10�3 �1.1

n – 8.9

I0 [A] – 1.9 ·n – 1.37

transfer curve, trying to cover the widest possible region

where function H(VGS) is linear with VGS.

Another feature worth to remark is the comparison

of the VT values obtained by our method and by the

standard method for crystalline devices based in theffiffiffiffiffiffiffiIDS

pvs. VGS. In Fig. 6 we plotted

ffiffiffiffiffiffiffiIDS

pand I ð1þcaÞ

DS vs.

VGS curves for one T1 type transistor. If VT is obtained

for this device using affiffiffiffiffiffiffiIDS

pvs. VGS curve, as is fre-

quently done by authors, the value obtained is around

�18 V. This will not correspond to what is observed

from measured output characteristics, where transistor

is clearly off for VGS around �4 V. The cause of this is

understood from Fig. 6, where it is clear that the curveffiffiffiffiffiffiffiIDS

pvs. VGS does not present any region where you

can assure that there is a linear behavior. However, with

the representation I ð1þcaÞDS vs. VGS, there is a wide linear

region, in which VT can be determined accurately. Say-

ing it in other words, OTFTs do not show the square

root behavior of drain current with drain voltage typical

T3 T4

11) �(10–20) �(60–100)

11) �(15–20) �(80–100)

�20 �40

�3.9 +12.3

0.15 �0.072

1.4 · 103 1.7 · 10�4

0.52 0.7

14 �0

1.4 0.935

2.97 2.8

· 10�2 9.6 · 10�5 �2 · 10�4

– –

10�8 – –

– –

Page 7: Accurate modeling and parameter extraction method

0 5 100

5

15

IVGS-VTI [V]

IVGS-VTI [V]

Transistors T2, T3 and T4 type

T3

T2

T4

0 5 10 15 20 25 30 350

1x10-4

2x10-4

3x10-4

4x10-4

5x10-4

6x10-4

7x10-4

Transistor T1 type

µ FET/µ

FETo

[V]γ a

µ FET/µ

FETo

[V]γ a

(a)

(b)

Fig. 7. Relative behavior of mobility normalized to lFET0as function

of the gate overvoltage. (a) For transistors T2, T3, and T4. (b) For

transistor T1.

-10 0 10 20 30 400.00

0.05

0.10

0.15

0.20

0.25

0.30

-VGS [V]

I ID

SI1/

(1+γ

a)[µ

A]

[µA

]

1/(1

+γa)

T1 type transistorVDS= 40 Vγα = 3.07

0.00

0.02

0.04

0.06

0.08

IIDS I 1/2

1/2

Fig. 6. Comparison of the drain current dependence with gate voltage

if the present mobility model, (1), or the crystalline-like model is used.

M. Estrada et al. / Solid-State Electronics 49 (2005) 1009–1016 1015

of crystalline devices. In fact, other amorphous devices,

as for example a-Si:H and nanocrystalline Si TFTs, do

not show this dependence either.

OTFTs can present significant VT shifts at room tem-

perature when a positive or negative gate voltage is ap-

plied. This situation must be considered when modeling

the current voltage characteristics. Since UMEM re-

quires measurements of transfer curves in linear and sat-uration regions as well as the output characteristic, in

order to extract the device parameters, measurements

must be done so that gate and drain voltage variations

start from the same initial value in the three measured

curves, usually in the sense of increasing its absolute

value.

UMEM can also be used to determine VT shifts as

was done in [23].UMEM also allows to extract subthreshold parame-

ters in a-Si:H, polycrystalline and Si nanocrystalline

TFTs, [16–18]. In the case of OTFTs, surface and gate

leakage currents can be significant, so subthreshold re-

gion is usually determined by them and not by traps.

For this reason, it has not been possible up to now to

deal with this region.

3.2. Mobility behavior

Regarding the mobility model, parameter ca is relatedto the dependence of mobility with VGS, while

lFET0¼ l0

V caaafits the modeled value of mobility to its mea-

sured value at low gate voltages slightly higher than VT.

Fig. 7a shows the relative behavior of mobility normal-

ized to lFET0for transistors T2, T3 and T4 type. As can

be seen transistor T4 shows a mobility decreasing with

VGS, resulting in a negative value for parameter ca. As

already indicated, the series resistance is very small for

T4 type devices and VT is positive and quite large, which

is not a typical behavior for these OTFTs. However, the

model can represent well their output characteristics

without adding any other dependence with the longitu-

dinal field as the one included in [5]. According to results

presented, it was perfectly possible to model the OTFTs

behavior of all OTFTs analyzed, with the common

expression (2), through parameter k.For the other three types of transistors, mobility in-

creases with VGS, resulting in positive values of ca. Thismobility dependence with VGS of transistors T2 and T3type is similar to the observed for a-Si:H TFTs. Mobility

for T2 type transistors depends much less with VGS than

for T3 type transistors, which can be associated to a

higher value of resistance, an order more. Transistor

T1 has much higher series resistance and lower effective

mobility compared to T2 and T3. The effective mobility

increases more rapidly with VGS, but remains at lower

absolute values, see Fig. 7b. This is supposed to be ob-tained because the pentacene layer in T1 was deposited

at lower temperature and directly on top of the dielec-

tric, which is expected to produce smaller grains.

With the above analysis of the four different types of

OTFTs, we have illustrated the applicability of UMEM

to modeling OTFTs, as well as its advantages in inter-

preting and comparing differences in their behavior

through the extracted parameters, which in this caseare not only fitting parameters. This advantage is not

trivial compared with other methods and is especially

Page 8: Accurate modeling and parameter extraction method

1016 M. Estrada et al. / Solid-State Electronics 49 (2005) 1009–1016

important for modeling and analyzing OTFTs, where the

electrical characteristics of devices fabricated under dif-

ferent conditions and materials can be quite significant.

4. Conclusion

We presented the application of our unified model

and parameter extraction method, (UMEM), to organic

TFTs. The procedure for the extraction of the model

parameters was complemented to consider the presence

of non-ohmic contacts that frequently appear in these

devices. It was demonstrated that UMEM provides a

more precise modeling with simpler parameter extrac-tion method for a wide variety of organic TFTs, fabri-

cated under different conditions and having different

materials and geometries.

In the analysis of four different types of OTFTs, we

also demonstrated its advantages in interpreting and

comparing differences in the behavior of the devices

through the extracted parameters. This advantage is

not trivial compared with other methods and is speciallyuseful in characterizing OTFTs, where differences in the

behavior of devices fabricated under different conditions

and materials can be quite significant.

According to our results, it is perfectly possible to

model the OTFTs current–voltage characteristics with

the common expression (2), through parameter k.

Acknowledgements

We want to thank J. Deen, from McMaster Univer-

sity and M. Halik and H. Klauk from Infineon Technol-

ogies for providing OTFTs measurements, as well as for

valuable discussions.

This work was supported by CONACYT project

39708 in Mexico, by CICYT of the Spanish Governmentunder program TIC2002-04263 and TIC2002-04184, as

well as by the Generalitat de Catalunya in Spain under

program PICS2003-21.

References

[1] Bolognesi A, Di Carlo A, Lugli P. Influence of carrier mobility

and contact barrier height on the electrical characteristics of

organic transistors. Appl Phys Lett 2002;81:4646–8.

[2] Torsi L, Dodabalapur A, Katz HE. An analytical model for short

channel organic thin film transistors. J Appl Phys 1995;78:

1088–93.

[3] Wang WY, Cheng HL, Wang YK, Hu TH, Ho JC, Lee CC, et al.

Influence of measuring environment on the electrical characteris-

tics of pentacene-based thin film transistors. Thin Solid Films

2004;467:215.

[4] Arkhipov VI, Heremans P, Emelianova EV, Adriaenseens GJ,

Bassler H. Charge carrier mobility in doped disordered organic

semiconductors. J Non-Cryst Solids 2004;338–340:603.

[5] Silvaco International. Two dimensional ATLAS device simulation

of pentacene organic thin film transistors. Simulation Standard

2003;12:1.

[6] Levinson J, Shepherd FR, Scanlon PJ, Westwood WD, Este G,

Rider M. Conductivity behavior in polycrystalline semiconductor

thin film transistors. J Appl Phys 1982;53:1193.

[7] Verlaak S, Arkhipov V, Heremans P. Modeling of transport in

polycrystalline organic semiconductor films. Appl Phys Lett

2003;82:745.

[8] Brederlow R, Briole S, Klauk H, Halik M, Zschieschang U,

Schmid G, et al. Evaluation of the performance potential of

organics TFT circuits. In: Proc. IEEE International Solid State

Circuits Conference (ISSCC 2003), paper 21.6.

[9] Necliudov PV, Shur M. Contact resistance extraction in pentacene

thin film transistors. Solid-State Electron 2003;47:259.

[10] Klauk H, Schmid G, Radlik W, Weber W, Zhou L, Sheraw CD,

et al. Contact Resistance in organic thin film transistors. Solid-

State Electron 2003;47:297.

[11] Horowitz G, Delannoy P. An analytical model for organics based

thin film transistors. J Appl Phys 1991;70:469.

[12] Alam MA, Dodabalapur A, Pinto MR. A two dimensional

simulation of organic transistors. IEEE Trans Electron Dev

1997;44:1332.

[13] Necliudov PV, Shur M. Modeling of organic thin film transistors

of different designs. J Appl Phys 2000;88:6894.

[14] Street RA, Salleo A. Contact effects in polymer transistors. Appl

Phys Lett 2002;81:2887.

[15] Cerdeira A, Estrada M, Garcia R, Ortiz Conde A, Garcia FJ.

New procedure for the extraction of basic a-Si:H TFT model

parameters in the linear and saturation regions. Solid-State

Electron 2001;45:1077.

[16] Resendiz L, Estrada M, Cerdeira A. New procedure for the

extraction of a-Si:H TFTs model parameters in the subthreshold

region. Solid-State Electron 2003;47:1351.

[17] Estrada M, Cerdeira A, Ortiz Conde A, Garcia FJ, Iniguez B.

Extraction method for polycrystalline TFT above and below

threshold parameters. Solid-State Electron 2002;46:2295.

[18] Cerdeira A, Estrada M, Iniguez B, Pallares J, Marsal LF.

Modeling and parameter extraction procedure for nanocrystal-

lines TFTs. Solid-State Electron 2004;48:103.

[19] Resendiz L, Iniguez B, Estrada M, Cerdeira A. Modification of

amorphous level 15 AIM-Spice model to include new subthresh-

old model. In: Proc. 24th Conf. on Microelec. (Miel 2004), 2004.

vol. 1. p. 593.

[20] Puigdollers J, Voz C, Orpella A, Quidant R, Martin I, Vetter M,

et al. Pentacene thin-film transistors with polymeric gate dielec-

tric. Org Electron 2004;5:67.

[21] Klauk H, Halik M, Zschieschang U, Eder F, Schmid G, Dehm C.

Pentacene organic transistors and ring oscillators on glass and

on flexible polymeric substrates. Appl Phys Lett 2003;82:

4175.

[22] Lin YY, Gundlach DJ, Nelson SF, Jackson TN. Pentacene-based

organic thin-film transistors. IEEE Trans Electron Dev 1997;44:

1325.

[23] Gomes HL, Stallinga P, Leeuw DM, Muck T, Geurts J,

Molenkamp W, et al. Bias induced threshold voltage shifts in

thin film organic transistors. Appl Phys Lett 2004;843184.