Data storage device reducing seek power consumption

Information

  • Patent Grant
  • 8902539
  • Patent Number
    8,902,539
  • Date Filed
    Tuesday, May 13, 2014
    10 years ago
  • Date Issued
    Tuesday, December 2, 2014
    10 years ago
Abstract
A data storage device is disclosed comprising a disk comprising a plurality of tracks, a head, and an actuator configured to actuate the head over the disk. An adjusted seek time is determined to seek the head from a first track to a second track, and an adjusted coast velocity and an adjusted coast time of the seek is determined based on the adjusted seek time and a power consumption of the seek when a driving current applied to the actuator is substantially constant during at least one of an acceleration time and a deceleration time of the seek.
Description
BACKGROUND

Data storage devices such as disk drives comprise a disk and a head connected to a distal end of an actuator arm which is rotated about a pivot by a voice coil motor (VCM) to position the head radially over the disk. The disk comprises a plurality of radially spaced, concentric tracks for recording user data sectors and servo sectors. The servo sectors comprise head positioning information (e.g., a track address) which is read by the head and processed by a servo control system to control the actuator arm as it seeks from track to track.



FIG. 1 shows a prior art disk format 2 as comprising a number of servo tracks 4 defined by servo sectors 60-6N recorded around the circumference of each servo track. Each servo sector 6i comprises a preamble 8 for storing a periodic pattern, which allows proper gain adjustment and timing synchronization of the read signal, and a sync mark 10 for storing a special pattern used to symbol synchronize to a servo data field 12. The servo data field 12 stores coarse head positioning information, such as a servo track address, used to position the head over a target data track during a seek operation. Each servo sector 6i further comprises groups of servo bursts 14 (e.g., N and Q servo bursts), which are recorded with a predetermined phase relative to one another and relative to the servo track centerlines. The phase based servo bursts 14 provide fine head position information used for centerline tracking while accessing a data track during write/read operations. A position error signal (PES) is generated by reading the servo bursts 14, wherein the PES represents a measured position of the head relative to a centerline of a target servo track. A servo controller processes the PES to generate a control signal applied to a head actuator (e.g., a voice coil motor) in order to actuate the head radially over the disk in a direction that reduces the PES.





BRIEF DESCRIPTION OF THE DRAWINGS


FIG. 1 shows a prior art disk format comprising a plurality of servo tracks defined by servo sectors.



FIG. 2A shows a data storage device in the form of a disk drive according to an embodiment comprising a disk comprising a plurality of tracks, a head, and an actuator configured to actuate the head over the disk.



FIG. 2B is a flow diagram according to an embodiment wherein after determining an adjusted seek time, an adjusted coast velocity and an adjusted coast time are determined based on the adjusted seek time and a power consumption of the seek.



FIG. 3A shows a driving current profile for the actuator based on a nominal seek time to seek the head from a first track to a second track on the disk.



FIG. 3B shows a driving current profile for the actuator according to an embodiment based on an adjusted seek time and based on a root-mean-square (RMS) power consumption of the seek.



FIG. 3C shows a driving current profile for the actuator according to an embodiment based on an adjusted seek time and based on a mean power consumption of the seek.



FIG. 4A illustrates an observed driving current profile according to an embodiment that is based on the adjusted coast velocity and the adjusted coast time.



FIG. 4B illustrates an observed velocity profile according to an embodiment that is based on the adjusted coast velocity and the adjusted coast time.





DETAILED DESCRIPTION


FIG. 2A shows a data storage device in the form of a disk drive according to an embodiment comprising a disk 16 comprising a plurality of tracks 18, a head 20, and an actuator 22 configured to actuate the head 20 over the disk 16. The disk drive further comprises control circuitry 24 configured to execute the flow diagram of FIG. 2B wherein an adjusted seek time to seek the head from a first track to a second track is determined (block 26), and an adjusted coast velocity and an adjusted coast time of the seek is determined based on the adjusted seek time and a power consumption of the seek (block 28) when a driving current applied to the actuator is substantially constant during at least one of an acceleration time and a deceleration time of the seek.


In the embodiment of FIG. 2A, a plurality of concentric servo tracks are defined by embedded servo sectors 300-30N, wherein concentric data tracks 18 are defined relative to the servo tracks at the same or different radial density, and each data track comprises a plurality of data sectors (not shown). The control circuitry 24 processes a read signal 32 emanating from the head 20 to demodulate the servo sectors and generate a position error signal (PES) representing an error between the actual position of the head and a target position relative to a target track. The control circuitry 24 filters the PES using a suitable compensation filter to generate a control signal 34 applied to a voice coil motor (VCM) 22 which rotates an actuator arm 36 about a pivot in order to actuate the head 20 radially over the disk 16 in a direction that reduces the PES. The control circuitry 24 may also generate a control signal applied to a microactuator (not shown) in order to actuate the head 20 over the disk 16 in fine movements. Any suitable microactuator may be employed, such as a piezoelectric actuator. In addition, the microactuator may actuate the head 20 over the disk 16 in any suitable manner, such as by actuating a suspension relative to the actuator arm, or actuating a slider relative to the suspension. The servo sectors 300-30N may comprise any suitable head position information, such as a track address for coarse positioning and servo bursts for fine positioning. The servo bursts may comprise any suitable pattern, such as an amplitude based servo pattern or a phase based servo pattern.


When executing an access operation (write/read operation), the control circuitry 24 generates a driving current applied to the actuator (e.g., VCM 22) in order to seek the head 20 from a current track to a target track. The time required to perform the seek (seek time) depends on the driving current profile, which determines an acceleration, coast velocity, and deceleration profile of the seek. That is, the faster the acceleration/deceleration and the higher the coast velocity, the less time required to perform the seek. FIG. 3A shows a model of a nominal driving current profile applied to the actuator during a seek resulting in a nominal seek time T. The nominal driving current profile of FIG. 3A comprises a substantially constant acceleration segment (+a1) for time t, a coast velocity for coast time tc, and a substantially constant deceleration segment (−a1) for time t. If the seek is controlled based on the nominal driving current profile shown in FIG. 3A, the head 20 may arrive at the target track early such that there may be a rotational latency of the disk 16 before the target data sector reaches the head 20. In addition, performing the seek based on the nominal driving current profile shown in FIG. 3A may consume more power than needed. Accordingly, in one embodiment the power consumption of a seek may be reduced by adjusting the seek time (e.g., increase the seek time by adding the rotation latency of a nominal seek) and then adjusting the coast velocity and the coast time based on the adjusted seek time and a power consumption of the seek.


The parameters of the nominal driving current profile of FIG. 3A may be defined by the following equations:

2*t+tc=T
a1*t*tc+a1*t2=S
Vc=a1*t  (1)

where S represents the seek distance and Vc represents the coast velocity. In an embodiment wherein the power consumption of the seek is based on root-mean-square (RMS) power, the seek power may be represented as:

P=2*a12*t  (2)

and from equation (1) the seek power may be minimized by minimizing:









P
=


2
*

S
2



t
*


(

T
-
t

)

2







(
3
)








The seek power based on the above equation (3) may be minimized based on:












P



t


=



-
2

*


S
2



(

T
-

3
*
t


)





t
2

*


(

T
-
t

)

3







(
4
)








From equation (4), the optimal time for the acceleration/deceleration time t may be represented as:










t
op

=

T
3





(
5
)








The resulting minimum seek power consumption may be represented as:










P
op

=


27
*

S
2



2
*

T
3







(
6
)








the resulting optimal driving current magnitude may be represented as:










a
op

=


9
*
S


2
*

T
2







(
7
)








and the resulting optimal coast time may be represented as:










t
cop

=

T
3





(
8
)







The above equations (1) through (8) derive the parameters for the optimal driving current profile when performing a seek operation based on the nominal seek time T as shown in FIG. 3A. If the seek time is increased by adding available rotational latency to the seek time, the adjusted seek time may be represented as:

T2=T+tla  (9)

where tla represents the available rotational latency of a nominal seek. Accordingly, when the seek time is adjusted to the new seek time T2, the optimal parameters of the driving current profile that will minimize the seek power consumption may be derived as follows. From equation (1), the coast velocity may be represented as:










V
c

=

2
*

S

T
+

t
c








(
10
)








and the driving current magnitude represented as:










a
1

=

4
*

S


T
2

-

t
c
2








(
11
)








Based on the above equations (1) and (3), the seek power consumption may be represented as:









P
=

16
*


S
2



(

T
-

t
c


)




(

T
+

t
c


)

2








(
12
)








To make full use of the rotational latency tla, the coast velocity Vc will be reduced with the constraint that the new driving current magnitude a2 will be smaller than the nominal driving current magnitude a1 to avoid exciting resonances (i.e., a2<a1). From equation (11) the adjusted coast time tc2 may be represented as:

tc22<T22−T2+tc2  (13)

Another constraint is that the adjusted coast velocity Vc2 be less than the nominal coast velocity Vc (i.e., Vc2<Vc) and therefore from equation (10) the following condition must be satisfied:

tc2>tc−tla  (14)

Accordingly, in one embodiment the adjusted coast time tc2 may be represented based on equation (8) as:










t

c





2


=

{





T
2

3






if






T
2
2


-

T
2

+

t
c
2






(


T
2

3

)

2






and







T
2

3


>


t
c

-

t
la










T
2
2

-

T
2

+

t
c
2







if






(


T
2
2

-

T
2

+

t
c
2


)


<


(


T
2

3

)

2








t
c

-

t
la




Otherwise








(
15
)








The adjusted coast velocity Vc2 may be represented based on equations (10) and (15) as:










V

c





2


=

{





3





S


2






T
2








if






T
2
2


-

T
2

+

t
c
2






(


T
2

3

)

2






and







T
2

3


>


t
c

-

t
la









2





S



T
2

+



T
2
2

-

T
2

+

t
c
2









if






(


T
2
2

-

T
2

+

t
c
2


)


<


(


T
2

3

)

2







V
c



Otherwise








(
16
)








The adjusted driving current a2 may be represented based on equations (11), (15) and (16) as:










a
2

=

{





a
1

*

9
8

*



T
2

-

t
c
2



T
2
2








if






T
2
2


-

T
2

+

t
c
2






(


T
2

3

)

2






and







T
2

3


>


t
c

-

t
la








a
1





if






(


T
2
2

-

T
2

+

t
c
2


)


<


(


T
2

3

)

2








a
1

*


T
-

t
c




T
2

-

t
c

+

t
la






Otherwise








(
17
)








FIG. 3B shows an example driving current profile derived using the above equations based on minimizing a RMS power when the nominal seek time T for a given seek operation is increased to seek time T2 by adding the available rotational latency tla.


In another embodiment, the seek power consumption may be minimized based on a mean power consumption which may be represented as:









P
=

2
*

a
1

*

t
T






(
18
)








From equations (1), (11) and (18) the seek power may be represented as:









P
=


4





S


T


(

T
+

t
c


)







(
19
)








Therefore from equation (19), the longer the coast time, the less power will be consumed; however, the constraints of equation (13) and (14) still need to be satisfied. Accordingly, in one embodiment the adjusted coast time tc2 may be represented as:

tc2=√{square root over (T22−T2+tc2)}  (20)

the adjusted coast velocity Vc2 may be represented as:










V

c





2


=


2

S



T
2

+



T
2
2

-

T
2

+

t
c
2









(
21
)








and the adjusted driving current may be represented as:

a2=a1  (22)
FIG. 3C shows an example driving current profile derived using the above equations based on minimizing a mean seek power when the nominal seek time T for a given seek operation is increased to seek time T2 by adding the available rotational latency tla.


In one embodiment, the control circuitry 24 may derive the adjusted coast velocity and the adjusted coast time (and optionally the adjusted driving current) based on the above equations using any suitable technique, such as implementing the equations directly, or implementing the results of the equations as a lookup table. In one embodiment, the adjusted driving current profiles such as shown in FIGS. 3B and 3C are a modeled representation of the actual driving current profile generated by the control circuitry 24 during a seek operation. The actual driving current profile may differ based on the servo algorithm employed, which may include a linear controller that forces one or more servo states to follow a servo state profile, and/or a non-linear controller (e.g., a sliding mode controller) which may be implemented, for example, during a settle operation. Accordingly, in one embodiment the adjusted coast velocity and the adjusted coast time (and optionally the adjusted driving current) derived using the above equations may be used to adjust one or more seek parameters of the servo control algorithm so that the resulting seek power is reduced (not necessarily minimized).



FIG. 4A illustrates an actual (observed) driving current profile 38 when executing a seek operation based on the nominal seek time T together with the actual (observed) driving current profile 40 after adjusting at least one seek parameter based on the adjusted seek time T2 and the corresponding adjusted coast velocity and adjusted coast time as determined from the above equations. FIG. 4B shows a corresponding actual (observed) velocity profile 42 when executing a seek operation based on the nominal seek time T together with the actual (observed) velocity profile 44 after adjusting at least one seek parameter based on the adjusted seek time T2 and the corresponding adjusted coast velocity and adjusted coast time as determined from the above equations. These figures illustrate that in one embodiment reducing the seek power by adjusting the seek parameter(s) based on the adjusted seek time T2 and the corresponding adjusted coast velocity and adjusted coast time as determined from the above equations results in a reduced coast velocity and an increased coast time.


Any suitable control circuitry may be employed to implement the flow diagrams in the above embodiments, such as any suitable integrated circuit or circuits. For example, the control circuitry may be implemented within a read channel integrated circuit, or in a component separate from the read channel, such as a disk controller, or certain operations described above may be performed by a read channel and others by a disk controller. In one embodiment, the read channel and disk controller are implemented as separate integrated circuits, and in an alternative embodiment they are fabricated into a single integrated circuit or system on a chip (SOC). In addition, the control circuitry may include a suitable preamp circuit implemented as a separate integrated circuit, integrated into the read channel or disk controller circuit, or integrated into a SOC.


In one embodiment, the control circuitry comprises a microprocessor executing instructions, the instructions being operable to cause the microprocessor to perform the flow diagrams described herein. The instructions may be stored in any computer-readable medium. In one embodiment, they may be stored on a non-volatile semiconductor memory external to the microprocessor, or integrated with the microprocessor in a SOC. In another embodiment, the instructions are stored on the disk and read into a volatile semiconductor memory when the disk drive is powered on. In yet another embodiment, the control circuitry comprises suitable logic circuitry, such as state machine circuitry.


While the above examples concern a disk drive, the various embodiments are not limited to a disk drive and can be applied to other data storage devices and systems, such as magnetic tape drives, solid state drives, hybrid drives, etc. In addition, some embodiments may include electronic devices such as computing devices, data server devices, media content storage devices, etc. that comprise the storage media and/or control circuitry as described above.


The various features and processes described above may be used independently of one another, or may be combined in various ways. All possible combinations and subcombinations are intended to fall within the scope of this disclosure. In addition, certain method, event or process blocks may be omitted in some implementations. The methods and processes described herein are also not limited to any particular sequence, and the blocks or states relating thereto can be performed in other sequences that are appropriate. For example, described tasks or events may be performed in an order other than that specifically disclosed, or multiple may be combined in a single block or state. The example tasks or events may be performed in serial, in parallel, or in some other manner. Tasks or events may be added to or removed from the disclosed example embodiments. The example systems and components described herein may be configured differently than described. For example, elements may be added to, removed from, or rearranged compared to the disclosed example embodiments.


While certain example embodiments have been described, these embodiments have been presented by way of example only, and are not intended to limit the scope of the inventions disclosed herein. Thus, nothing in the foregoing description is intended to imply that any particular feature, characteristic, step, module, or block is necessary or indispensable. Indeed, the novel methods and systems described herein may be embodied in a variety of other forms; furthermore, various omissions, substitutions and changes in the form of the methods and systems described herein may be made without departing from the spirit of the embodiments disclosed herein.

Claims
  • 1. A data storage device comprising: a disk comprising a plurality of tracks;a head;an actuator configured to actuate the head over the disk; andcontrol circuitry configured to:determine an adjusted seek time to seek the head from a first track to a second track; anddetermine an adjusted coast velocity and an adjusted coast time of the seek based on the adjusted seek time and a power consumption of the seek when a driving current applied to the actuator is substantially constant during at least one of an acceleration time and a deceleration time of the seek.
  • 2. The data storage device as recited in claim 1, wherein the control circuitry is further configured to determine the adjusted coast time tc2 based on: tc2=√{square root over (T22−T2+tc2)}
  • 3. The data storage device as recited in claim 2, wherein the control circuitry is further configured to determine the adjusted coast velocity Vc2 based on:
  • 4. The data storage device as recited in claim 1, wherein the control circuitry is further configured to determine the adjusted coast time tc2 based on:
  • 5. The data storage device as recited in claim 4, wherein the control circuitry is further configured to determine the adjusted coast velocity Vc2 based on:
  • 6. The data storage device as recited in claim 5, wherein the control circuitry is further configured to determine an adjusted driving current a2 of the adjusted seek time based on:
  • 7. The data storage device as recited in claim 6, wherein a2≦a1.
  • 8. The data storage device as recited in claim 1, wherein the control circuitry is further configured to determine a seek parameter based on the adjusted coast time and the adjusted coast velocity.
  • 9. The data storage device as recited in claim 8, wherein the control circuitry is further configured to determine the seek parameter based on an adjusted driving current corresponding to the adjusted coast time and the adjusted coast velocity.
  • 10. A method of operating a data storage device, the method comprising: determining an adjusted seek time to seek a head from a first track to a second track on a disk; anddetermining an adjusted coast velocity and an adjusted coast time of the seek based on the adjusted seek time and a power consumption of the seek when a driving current applied to an actuator is substantially constant during at least one of an acceleration time and a deceleration time of the seek.
  • 11. The method as recited in claim 10, further comprising determining the adjusted coast time tc2 based on: tc2=√{square root over (T22−T2+tc2)}
  • 12. The method as recited in claim 11, further comprising determining the adjusted coast velocity Vc2 based on:
  • 13. The method as recited in claim 10, further comprising determining the adjusted coast time tc2 based on:
  • 14. The method as recited in claim 13, further comprising determining the adjusted coast velocity Vc based on:
  • 15. The method as recited in claim 14, further comprising determining an adjusted driving current a2 of the adjusted seek time based on:
  • 16. The method as recited in claim 15, wherein a2≦a1.
  • 17. The method as recited in claim 10, further comprising determining a seek parameter based on the adjusted coast time and the adjusted coast velocity.
  • 18. The method as recited in claim 17, further comprising determining the seek parameter based on an adjusted driving current corresponding to the adjusted coast time and the adjusted coast velocity.
US Referenced Citations (324)
Number Name Date Kind
5268804 Wallis Dec 1993 A
5381279 Dunn Jan 1995 A
5668680 Tremaine Sep 1997 A
6014283 Codilian et al. Jan 2000 A
6038096 Zhang et al. Mar 2000 A
6052076 Patton, III et al. Apr 2000 A
6052250 Golowka et al. Apr 2000 A
6067206 Hull et al. May 2000 A
6078453 Dziallo et al. Jun 2000 A
6091564 Codilian et al. Jul 2000 A
6094020 Goretzki et al. Jul 2000 A
6101065 Alfred et al. Aug 2000 A
6104153 Codilian et al. Aug 2000 A
6115205 Waugh et al. Sep 2000 A
6122133 Nazarian et al. Sep 2000 A
6122135 Stich Sep 2000 A
6140791 Zhang Oct 2000 A
6141175 Nazarian et al. Oct 2000 A
6160368 Plutowski Dec 2000 A
6181502 Hussein et al. Jan 2001 B1
6195222 Heminger et al. Feb 2001 B1
6198584 Codilian et al. Mar 2001 B1
6198590 Codilian et al. Mar 2001 B1
6204988 Codilian et al. Mar 2001 B1
6243223 Elliott et al. Jun 2001 B1
6281652 Ryan et al. Aug 2001 B1
6285521 Hussein Sep 2001 B1
6292320 Mason et al. Sep 2001 B1
6310742 Nazarian et al. Oct 2001 B1
6320718 Bouwkamp et al. Nov 2001 B1
6342984 Hussein et al. Jan 2002 B1
6347018 Kadlec et al. Feb 2002 B1
6369972 Codilian et al. Apr 2002 B1
6369974 Asgari et al. Apr 2002 B1
6445531 Gaertner et al. Sep 2002 B1
6462896 Codilian et al. Oct 2002 B1
6476996 Ryan Nov 2002 B1
6484577 Bennett Nov 2002 B1
6493169 Ferris et al. Dec 2002 B1
6496324 Golowka et al. Dec 2002 B1
6498698 Golowka et al. Dec 2002 B1
6507450 Elliott Jan 2003 B1
6534936 Messenger et al. Mar 2003 B2
6538839 Ryan Mar 2003 B1
6545835 Codilian et al. Apr 2003 B1
6549359 Bennett et al. Apr 2003 B1
6549361 Bennett et al. Apr 2003 B1
6560056 Ryan May 2003 B1
6568268 Bennett May 2003 B1
6574062 Bennett et al. Jun 2003 B1
6577465 Bennett et al. Jun 2003 B1
6608460 Okada Aug 2003 B1
6614615 Ju et al. Sep 2003 B1
6614618 Sheh et al. Sep 2003 B1
6636377 Yu et al. Oct 2003 B1
6690536 Ryan Feb 2004 B1
6693764 Sheh et al. Feb 2004 B1
6707635 Codilian et al. Mar 2004 B1
6710953 Vallis et al. Mar 2004 B1
6710966 Codilian et al. Mar 2004 B1
6714371 Codilian Mar 2004 B1
6714372 Codilian et al. Mar 2004 B1
6724564 Codilian et al. Apr 2004 B1
6731450 Codilian et al. May 2004 B1
6735041 Codilian et al. May 2004 B1
6738220 Codilian May 2004 B1
6744590 Chu et al. Jun 2004 B2
6747837 Bennett Jun 2004 B1
6754036 Dehnert Jun 2004 B2
6760186 Codilian et al. Jul 2004 B1
6788483 Ferris et al. Sep 2004 B1
6791785 Messenger et al. Sep 2004 B1
6795268 Ryan Sep 2004 B1
6809896 Espeseth et al. Oct 2004 B2
6819518 Melkote et al. Nov 2004 B1
6826006 Melkote et al. Nov 2004 B1
6826007 Patton, III Nov 2004 B1
6847502 Codilian Jan 2005 B1
6850383 Bennett Feb 2005 B1
6850384 Bennett Feb 2005 B1
6867944 Ryan Mar 2005 B1
6876508 Patton, III et al. Apr 2005 B1
6882496 Codilian et al. Apr 2005 B1
6885514 Codilian et al. Apr 2005 B1
6900958 Yi et al. May 2005 B1
6900959 Gardner et al. May 2005 B1
6903897 Wang et al. Jun 2005 B1
6914740 Tu et al. Jul 2005 B1
6914743 Narayana et al. Jul 2005 B1
6920004 Codilian et al. Jul 2005 B1
6924959 Melkote et al. Aug 2005 B1
6924960 Melkote et al. Aug 2005 B1
6924961 Melkote et al. Aug 2005 B1
6934114 Codilian et al. Aug 2005 B1
6934135 Ryan Aug 2005 B1
6937420 McNab et al. Aug 2005 B1
6937423 Ngo et al. Aug 2005 B1
6952322 Codilian et al. Oct 2005 B1
6954324 Tu et al. Oct 2005 B1
6958881 Codilian et al. Oct 2005 B1
6963465 Melkote et al. Nov 2005 B1
6965488 Bennett Nov 2005 B1
6967458 Bennett et al. Nov 2005 B1
6967811 Codilian et al. Nov 2005 B1
6970319 Bennett et al. Nov 2005 B1
6972539 Codilian et al. Dec 2005 B1
6972540 Wang et al. Dec 2005 B1
6972922 Subrahmanyam et al. Dec 2005 B1
6975480 Codilian et al. Dec 2005 B1
6977789 Cloke Dec 2005 B1
6980389 Kupferman Dec 2005 B1
6987636 Chue et al. Jan 2006 B1
6987639 Yu Jan 2006 B1
6989954 Lee et al. Jan 2006 B1
6992848 Agarwal et al. Jan 2006 B1
6992851 Cloke Jan 2006 B1
6992852 Ying et al. Jan 2006 B1
6995941 Miyamura et al. Feb 2006 B1
6999263 Melkote et al. Feb 2006 B1
6999267 Melkote et al. Feb 2006 B1
7006320 Bennett et al. Feb 2006 B1
7016134 Agarwal et al. Mar 2006 B1
7023637 Kupferman Apr 2006 B1
7023640 Codilian et al. Apr 2006 B1
7027256 Subrahmanyam et al. Apr 2006 B1
7027257 Kupferman Apr 2006 B1
7035026 Codilian et al. Apr 2006 B2
7046472 Melkote et al. May 2006 B1
7050249 Chue et al. May 2006 B1
7050254 Yu et al. May 2006 B1
7050258 Codilian May 2006 B1
7054098 Yu et al. May 2006 B1
7061714 Yu Jun 2006 B1
7064918 Codilian et al. Jun 2006 B1
7068451 Wang et al. Jun 2006 B1
7068459 Cloke et al. Jun 2006 B1
7068461 Chue et al. Jun 2006 B1
7068463 Ji et al. Jun 2006 B1
7085096 Baek et al. Aug 2006 B2
7088547 Wang et al. Aug 2006 B1
7095579 Ryan et al. Aug 2006 B1
7110208 Miyamura et al. Sep 2006 B1
7110214 Tu et al. Sep 2006 B1
7113362 Lee et al. Sep 2006 B1
7113365 Ryan et al. Sep 2006 B1
7116505 Kupferman Oct 2006 B1
7126781 Bennett Oct 2006 B1
7158329 Ryan Jan 2007 B1
7180703 Subrahmanyam et al. Feb 2007 B1
7184230 Chue et al. Feb 2007 B1
7196864 Yi et al. Mar 2007 B1
7199966 Tu et al. Apr 2007 B1
7203021 Ryan et al. Apr 2007 B1
7209321 Bennett Apr 2007 B1
7212364 Lee May 2007 B1
7212374 Wang et al May 2007 B1
7215504 Bennett May 2007 B1
7224546 Orakcilar et al. May 2007 B1
7248426 Weerasooriya et al. Jul 2007 B1
7251098 Wang et al. Jul 2007 B1
7253582 Ding et al. Aug 2007 B1
7253989 Lau et al. Aug 2007 B1
7265933 Phan et al. Sep 2007 B1
7289288 Tu Oct 2007 B1
7298574 Melkote et al. Nov 2007 B1
7301717 Lee et al. Nov 2007 B1
7304819 Melkote et al. Dec 2007 B1
7315432 Lee Jan 2008 B2
7330019 Bennett Feb 2008 B1
7330327 Chue et al. Feb 2008 B1
7333280 Lifchits et al. Feb 2008 B1
7333290 Kupferman Feb 2008 B1
7339761 Tu et al. Mar 2008 B1
7365932 Bennett Apr 2008 B1
7388728 Chen et al. Jun 2008 B1
7391583 Sheh et al. Jun 2008 B1
7391584 Sheh et al. Jun 2008 B1
7433143 Ying et al. Oct 2008 B1
7440210 Lee Oct 2008 B1
7440225 Chen et al. Oct 2008 B1
7450334 Wang et al. Nov 2008 B1
7450336 Wang et al. Nov 2008 B1
7453661 Jang et al. Nov 2008 B1
7457071 Sheh Nov 2008 B1
7466509 Chen et al. Dec 2008 B1
7468855 Weerasooriya et al. Dec 2008 B1
7477471 Nemshick et al. Jan 2009 B1
7480116 Bennett Jan 2009 B1
7489464 McNab et al. Feb 2009 B1
7492546 Miyamura Feb 2009 B1
7495857 Bennett Feb 2009 B1
7499236 Lee et al. Mar 2009 B1
7502192 Wang et al. Mar 2009 B1
7502195 Wu et al. Mar 2009 B1
7502197 Chue Mar 2009 B1
7505223 McCornack Mar 2009 B1
7542225 Ding et al. Jun 2009 B1
7548392 Desai et al. Jun 2009 B1
7551390 Wang et al. Jun 2009 B1
7558016 Le et al. Jul 2009 B1
7573670 Ryan et al. Aug 2009 B1
7576941 Chen et al. Aug 2009 B1
7580212 Li et al. Aug 2009 B1
7583470 Chen et al. Sep 2009 B1
7595954 Chen et al. Sep 2009 B1
7602575 Lifchits et al. Oct 2009 B1
7616399 Chen et al. Nov 2009 B1
7619844 Bennett Nov 2009 B1
7626782 Yu et al. Dec 2009 B1
7630162 Zhao et al. Dec 2009 B2
7639447 Yu et al. Dec 2009 B1
7656604 Liang et al. Feb 2010 B1
7656607 Bennett Feb 2010 B1
7660067 Ji et al. Feb 2010 B1
7663835 Yu et al. Feb 2010 B1
7675707 Liu et al. Mar 2010 B1
7679854 Narayana et al. Mar 2010 B1
7688534 McCornack Mar 2010 B1
7688538 Chen et al. Mar 2010 B1
7688539 Bryant et al. Mar 2010 B1
7697233 Bennett et al. Apr 2010 B1
7701661 Bennett Apr 2010 B1
7710676 Chue May 2010 B1
7715138 Kupferman May 2010 B1
7729079 Huber Jun 2010 B1
7733189 Bennett Jun 2010 B1
7746592 Liang et al. Jun 2010 B1
7746594 Guo et al. Jun 2010 B1
7746595 Guo et al. Jun 2010 B1
7760461 Bennett Jul 2010 B1
7800853 Guo et al. Sep 2010 B1
7800856 Bennett et al. Sep 2010 B1
7800857 Calaway et al. Sep 2010 B1
7839591 Weerasooriya et al. Nov 2010 B1
7839595 Chue et al. Nov 2010 B1
7839600 Babinski et al. Nov 2010 B1
7843662 Weerasooriya et al. Nov 2010 B1
7852588 Ferris et al. Dec 2010 B1
7852592 Liang et al. Dec 2010 B1
7864481 Kon et al. Jan 2011 B1
7864482 Babinski et al. Jan 2011 B1
7869155 Wong Jan 2011 B1
7876522 Calaway et al. Jan 2011 B1
7876523 Panyavoravaj et al. Jan 2011 B1
7916415 Chue Mar 2011 B1
7916416 Guo et al. Mar 2011 B1
7916420 McFadyen et al. Mar 2011 B1
7916422 Guo et al. Mar 2011 B1
7929238 Vasquez Apr 2011 B1
7961422 Chen et al. Jun 2011 B1
8000053 Anderson Aug 2011 B1
8031423 Tsai et al. Oct 2011 B1
8054022 Ryan et al. Nov 2011 B1
8059357 Knigge et al. Nov 2011 B1
8059360 Melkote et al. Nov 2011 B1
8072703 Calaway et al. Dec 2011 B1
8077428 Chen et al. Dec 2011 B1
8078901 Meyer et al. Dec 2011 B1
8081395 Ferris Dec 2011 B1
8085020 Bennett Dec 2011 B1
8116023 Kupferman Feb 2012 B1
8145934 Ferris et al. Mar 2012 B1
8179626 Ryan et al. May 2012 B1
8189286 Chen et al. May 2012 B1
8213106 Guo et al. Jul 2012 B1
8254222 Tang Aug 2012 B1
8300348 Liu et al. Oct 2012 B1
8315005 Zou et al. Nov 2012 B1
8320069 Knigge et al. Nov 2012 B1
8351174 Gardner et al. Jan 2013 B1
8358114 Ferris et al. Jan 2013 B1
8358145 Ferris et al. Jan 2013 B1
8390367 Bennett Mar 2013 B1
8432031 Agness et al. Apr 2013 B1
8432629 Rigney et al. Apr 2013 B1
8451697 Rigney et al. May 2013 B1
8482873 Chue et al. Jul 2013 B1
8498076 Sheh et al. Jul 2013 B1
8498172 Patton, III et al. Jul 2013 B1
8508881 Babinski et al. Aug 2013 B1
8531798 Xi et al. Sep 2013 B1
8537486 Liang et al. Sep 2013 B2
8542455 Huang et al. Sep 2013 B2
8553351 Narayana et al. Oct 2013 B1
8564899 Lou et al. Oct 2013 B2
8576506 Wang et al. Nov 2013 B1
8605382 Mallary et al. Dec 2013 B1
8605384 Liu et al. Dec 2013 B1
8610391 Yang et al. Dec 2013 B1
8611040 Xi et al. Dec 2013 B1
8619385 Guo et al. Dec 2013 B1
8630054 Bennett et al. Jan 2014 B2
8630059 Chen et al. Jan 2014 B1
8634154 Rigney et al. Jan 2014 B1
8634283 Rigney et al. Jan 2014 B1
8643976 Wang et al. Feb 2014 B1
8649121 Smith et al. Feb 2014 B1
8654466 McFadyen Feb 2014 B1
8654467 Wong et al. Feb 2014 B1
8665546 Zhao et al. Mar 2014 B1
8665551 Rigney et al. Mar 2014 B1
8670206 Liang et al. Mar 2014 B1
8687312 Liang Apr 2014 B1
8693123 Guo et al. Apr 2014 B1
8693134 Xi et al. Apr 2014 B1
8699173 Kang et al. Apr 2014 B1
8711027 Bennett Apr 2014 B1
8717696 Ryan et al. May 2014 B1
8717699 Ferris May 2014 B1
8717704 Yu et al. May 2014 B1
8724245 Smith et al. May 2014 B1
8724253 Liang et al. May 2014 B1
8724524 Urabe et al. May 2014 B2
8737008 Watanabe et al. May 2014 B1
8737013 Zhou et al. May 2014 B2
8743495 Chen et al. Jun 2014 B1
8743503 Tang et al. Jun 2014 B1
8743504 Bryant et al. Jun 2014 B1
8749904 Liang et al. Jun 2014 B1
20060139792 Lee Jun 2006 A1
20100035085 Jung et al. Feb 2010 A1
20120284493 Lou et al. Nov 2012 A1
20130120870 Zhou et al. May 2013 A1
20130148240 Ferris et al. Jun 2013 A1