Location fidelity adjustment based on mobile subscriber privacy profile

Information

  • Patent Grant
  • 8126889
  • Patent Number
    8,126,889
  • Date Filed
    Monday, October 7, 2002
    21 years ago
  • Date Issued
    Tuesday, February 28, 2012
    12 years ago
Abstract
The present invention utilizes location based wireless technology in a wireless network to dynamically automate the accuracy of location information provided to requesting parties based on external criteria, e.g., the time of day. The location information may be altered by removing particular parts (e.g., by removing street information, or city information), or by mathematically loosening the accuracy of the location of the particular wireless user.
Description
BACKGROUND OF THE INVENTION

1. Field of the Invention


This invention relates generally to wireless and long distance carriers, Internet service providers (ISPs), and information content delivery services/providers and long distance carriers. More particularly, it relates to location services for the wireless industry.


2. Background of Related Art


Location technology in a wireless world essentially is surveillance technology. When location technology is used to provide services other than emergency services it's necessary to allow the mobile subscriber to control to whom their location may be reported.


Currently, privacy solutions in a wireless carrier's network are based on the source of the information. For instance, one conventional solution provides a privacy profile evaluator wherein the wireless user may define the requesting sources to whom location information may be provided.


Other commercial privacy solutions either use a default “optout” technique (i.e., the subscriber's privacy info is disseminated unless explicitly denied to all requestors by the subscriber), or a default “opt-in” technique (i.e., the subscriber's privacy info is not disseminated unless explicitly allowed by the subscriber). Either option works well in some scenarios, but may become very cumbersome in other scenarios.


There is a need for a less cumbersome, more efficient and generally better privacy solution, particularly for location based applications.


SUMMARY OF THE INVENTION

In accordance with the principles of the present invention, a method of adjusting private information regarding a wireless user comprises receiving a request for private information regarding a particular wireless user. Complete private information corresponding to the particular wireless user is adjusted to be less complete based on a given criteria, before providing the same to the requesting party. A completeness of the private information is reduced from a most complete version stored in a database.





BRIEF DESCRIPTION OF THE DRAWINGS

Features and advantages of the present invention will become apparent to those skilled in the art from the following description with reference to the drawings, in which:



FIG. 1 shows an exemplary location fidelity adjustment system installed in a wireless carrier's network, in accordance with the principles of the present invention.



FIG. 2 depicts various embodiments of a location determiner shown in FIG. 1.



FIG. 3 shows an exemplary subscriber fidelity setting table maintained for each wireless user supported in the fidelity database shown in FIG. 1.



FIG. 4 shows an exemplary process of allowing a subscriber to dynamically adjust their personal location information fidelity, in accordance with the principles of the present invention.



FIG. 5 shows an exemplary process of filtering requested location information in accordance with fidelity settings established for a particular subscriber, in accordance with the principles of the present invention.





DETAILED DESCRIPTION OF ILLUSTRATIVE EMBODIMENTS

The present invention appreciates that evaluation of a mobile subscriber's privacy should not be just a black or white, yes or no answer based on the source requesting the privacy information, as in conventional systems. Rather, the present invention provides mobile subscribers with the opportunity to mediate the release of all or part of their privacy information (e.g., the accuracy of their location) based, e.g., on the time when the request for their privacy information (e.g., location) is received. In addition, this feature may be augmented with the ability of the subscriber to adjust the amount or accuracy of their privacy information provided, based on the time when the request for their privacy information is received.


In accordance with the principles of the present invention, location based wireless services in a service provider's network are commissioned and intertwined with a privacy center to automatically provide a range of location information depending upon the subscriber's particular criteria (e.g., time of day or day of week).


The present invention utilizes location based wireless technology in a wireless network to dynamically automate the accuracy of location information provided to requesting parties based on external criteria, e.g., the time of day or the day of week.



FIG. 1 shows a privacy center application 100 resident in a carrier's wireless intelligent network, in accordance with the principles of the present invention. The privacy center application 100 may be resident in any of many possible elements in the wireless intelligent network, e.g., in the SCP 170, in accordance with the principles of the present invention.


Upon receipt of a location request 144 by a third party, the wireless network 120 communicates with a location management system 160 and a location determiner 130. A speed determiner 140 may optionally be included to provide rate of movement information regarding the subscriber 125.



FIG. 2 depicts various embodiments of a location determiner 130 shown in FIG. 1.


In particular, as shown in FIG. 2, the location determiner 130 and location management system 160 perform the location management functions of determining subscriber location. Exemplary techniques implemented in the location determiner 130 may be, e.g., cell/sector ID 131, angle of arrival (AOA) 132, time difference of arrival (TDOA) 133, time of arrival (TOA) 134, all of which are otherwise known in the art. The location determiner 130 may include any one or more of the exemplary location modules 131-134 shown in FIG. 2; it need not include all the modules 131-134 shown in FIG. 2. Moreover, these exemplary techniques are exemplary current methods of location determination. The present invention is separate from the particular mechanism used to determine location. Thus, any appropriate location determination mechanism may be used in accordance with the principles of the present invention.


Location information may be determined by a centrally located location determiner 130 (or by an individual wireless user 125 e.g., using a GPS device) and provided to the privacy center 100. Additionally, speed information may optionally be determined by the location management system of the wireless network 120, to augment the location information. For instance, the slower the speed of the subscriber, fewer location updates may be required, lessening the burden on the wireless intelligent network 120.


Returning back to FIG. 1, the wireless network 120 of the disclosed embodiment further includes a Short Message Service Center (SMSC) 150, Message Servicing Center (MSC) with Visitors Location Register (VLR) 190 and Home Location Register (HLR) 180.


The privacy center 100 in accordance with the principles of the present invention utilizes location information determined by a location determiner 130 to provide a proximate location of a wireless user 125, and then importantly adjusts that information based on customized criteria resident in a fidelity database 105 with respect to that particular wireless user 125.


The privacy center 100 may be installed on a dedicated computer system, or may be an application loaded on a computer having other responsibilities and tasks within the wireless network.


The fidelity database 105 contains a plurality of entries, each relating to a particular wireless user 125. For each wireless user, the fidelity of privacy information in general, and location information in particular, may be made less accurate during certain designated times of the day.


In accordance with the principles of the present invention, time and/or location sensitive “fidelity” adjustments to privacy information may be established by the subscriber, on a subscriber-by-subscriber basis. Moreover, the fidelity adjustments may be dynamically changed by the subscriber as their needs change.


“Fidelity” adjustment refers to the ability to filter the amount of private information that is provided to third party requesters, e.g., in a wireless network. In accordance with the principles of the present invention, upon receipt of a request for the location of a particular subscriber, the authorized level of disclosure of privacy information (e.g., location) for that particular wireless user 125 in a fidelity database is checked, and adjusted as necessary, before providing a response to the location request. In response, the location request preferably includes only the authorized portion of the privacy (e.g., location) information (e.g., only a state or a city).


For instance, in the given example of a third party request for the exact location of a particular subscriber, the privacy center 100 receives the request, filters out certain privacy information based on the settings previously established by the subscriber using an appropriate privacy filter 104, and returns the requested location information 142 based on the limitations previously established by the wireless user 125.


For instance, the particular time of receipt of the request for location and/or location of the wireless user 125 may be parameters which alter the amount of private information (e.g., location) that is to be provided to the requesting third party.


The present invention is applicable in conjunction with other methods of providing privacy to wireless users. For instance, opt-out or opt-in systems may be in place to exclude (or include) certain third party requesters from receiving any privacy information from a particular wireless user 125.


After determining that a requestor is allowed to get any level of privacy information regarding a particular wireless user 125, the privacy center 100 checks the privacy preferences previously established by the particular wireless user 125 to determine to what degree of accuracy to report the wireless user's location.


For additional information regarding privacy permission techniques and apparatus, please refer to U.S. Appl. No. 60/367,711, filed Mar. 28, 2002, entitled “Mobile Subscriber Privacy Evaluation Using Solicited vs. Unsolicited Differentiation”, the entirety of which is expressly incorporated herein by reference.


If a preference is applicable, then the privacy center 100 retrieves the required privacy information modifier and passes the same to the application from which the location information will be disseminated (e.g., to the location management system 160). If the wireless user's “found” location is more accurate than allowed by the privacy evaluation determined by the privacy center 100 utilizing the wireless user's criteria stored in the fidelity database 105, then the accuracy of the location information must be reduced to the level previously specified by the wireless user 125. The change in the accuracy of the location information may be performed in the privacy center itself, or within the location management system 160 as instructed by the privacy center 100. Accuracy may be reduced using any otherwise conventional suitable technique, e.g., as is performed by the Global Positioning Satellite (GPS) system in times of war. For instance, instead of providing location information to within a 10 foot accuracy, location information may be provided to within a much larger accuracy, e.g., to within 300 feet by randomly moving the location within the desired window of accuracy.


If, on the other hand, the wireless user's “found” location provided by the location determiner 130 is already less accurate than that allowed by the privacy evaluation of the wireless user's privacy criteria as retrieved from the fidelity database 105, then the relevant application (e.g., the location management system 160 or the privacy center 100 itself) may simply disseminate the “found” location to the requesting party.


In the disclosed embodiment, if no preference is selected by the wireless user 125, then the accuracy of the disclosed privacy information preferably defaults to the most accurate setting (e.g., to the street).


Note that although in the present embodiment location is determined by a centrally located location determiner 130, the principles of the invention relate equally to a GPS or similar device in some or all mobile devices 125.


Voice recognition may be implemented in the carrier's wireless network 120 (e.g., accessible to the SCP 170) to simplify a user's input of relevant information, e.g., in setting privacy criteria in their relevant entry in the fidelity database 105.


The privacy center 100 maintains a list that is checked for the mobile subscriber's information every time information is to be disseminated. While in general the list is checked each time a location request is received, this need not correspond one to one with specific location requests. For instance, one form of location request is a “Periodic Location Request”. This type of request is established once, and then periodically attempts to report a subscriber's location. Thus, the list is checked every time information is to be disseminated.


The privacy center 100 also provides database tables with which customer carriers can initialize some aspects of a new subscriber's privacy profile. This capability is provided to allow customer carriers to configure the system to closely meet the needs of their customer base.


In both cases all the privacy database tables may initially be empty. This allows new wireless users to utilize location enabled services by calling the service (i.e. soliciting the service) without first having to log in to a web site and add the service provider to an “enable” list. This initial state also prevents the wireless user's information from being passed to anyone without their interaction beforehand.



FIG. 3 shows an exemplary subscriber fidelity setting table 200 maintained for each wireless user 125 supported in the fidelity database 105 shown in FIG. 1.


In particular, as shown in FIG. 3, in one disclosed embodiment, a privacy solution in accordance with the principles of the present invention maintains an ordered list of “preferences” for each wireless user (e.g., mobile subscriber) based on given external criteria. For instance, the accuracy of provided location information may be altered based on the particular time-of-day and/or day-of-week that the location request is received.


In accordance with the principles of the present invention, wireless users may define any of many privacy preferences, e.g., similar in nature to conventional email filters.


Importance may be placed on the ordering of preferences listed for any particular wireless user 125. For instance, the individual entries 202-208 for a particular wireless user 125 may be specifically ordered by the wireless user such that the preferences may be analyzed by the privacy center 100 in the same order. In the given embodiment, preference analysis stops once the first applicable preference is found, making the ordering of individual entries or preferences 202-208 important in such an embodiment.


In the given embodiment, every preference 202-208 in the fidelity settings table 200 can be made up of zero (0) to many constraints and one and only one modifier. Time-of-day and day-of-week are examples of preference constraints. Allowed Accuracy (i.e. street, city, zip code, state, country, or NONE) is an example of a preference modifier.


Any preference with no constraints may be considered “unconstrained” and thus will always be applicable.


Time-of-day and day-of-week constraints are preferably each entered as pairs of values with which ranges may be defined. Preferences with only time-of-day constraints will be applicable in that range of hours every day. Preferences with only day-of-week constraints will be applicable in that range of days every week. Preferences with both time-of-day and day-of-week constraints will be applicable in that range of hours during that range of days every week.



FIG. 4 shows an exemplary process of allowing a subscriber to dynamically adjust their personal location information fidelity, in accordance with the principles of the present invention.


In particular, as shown in step 302 of FIG. 4, a wireless user 125 initiates adjustment of their customizable privacy fidelity preferences 202-208 in the fidelity table 200 stored in the fidelity database 105 relating to them.


In step 304, the wireless user 125 may be prompted (e.g., audibly) for parameters and modifiers from a given menu of options.


In step 306, the selected parameters and modifiers are saved to the fidelity database 105 for use by the privacy center 100.



FIG. 5 shows an exemplary process of filtering requested location information in accordance with fidelity settings established for a particular subscriber, in accordance with the principles of the present invention.


In particular, as shown in step 402 of FIG. 5, the privacy center 100 receives word of a request for privacy information (e.g., location) of a wireless subscriber 125 within the wireless intelligent network 120.


In step 404, location information is obtained regarding a relevant wireless user 125 from the location determiner 130.


In step 406, a privacy filter function 104 in the privacy center 100 (or other system such as the location management system 160) filters out unauthorized location information based on privacy settings for the requested wireless user 125.


In the disclosed embodiments, location information is made less accurate by removing particular information such as the state, the city, the street, etc. at which the wireless user 125 currently exists. However, the present invention relates equally to a mathematical alteration of the accuracy of location information. For instance, if location information is available to within 10 meters, but less accurate location information is to be provided to a particular requester, the location information may be randomly altered by a given amount (e.g., adding 100 to 1000 meters to the determined location), or may be provided only to within a given region.


While the invention has been described with reference to the exemplary embodiments thereof, those skilled in the art will be able to make various modifications to the described embodiments of the invention without departing from the true spirit and scope of the invention.

Claims
  • 1. A method of adjusting private information regarding a wireless device, comprising: receiving, at a location management system, a first data request for current location information regarding a wireless device from a requesting device;transmitting, from said location management system, a second data request for said current location information to a physical location determiner module remote from said location management system, said physical location determiner module obtaining said requested current location information;receiving, by said location management system, said current location information from said physical location determiner module;adjusting, with said location management system, a degree of accuracy of said current location information corresponding to said wireless device from a more accurate version to a less accurate version based on said current location information of said wireless device, said less accurate version being a reduced degree of accuracy of available location information associated with said wireless device; andtransmitting said less accurate current location information adjusted via said location management system to said requesting device.
  • 2. The method of adjusting private information regarding a wireless device according to claim 1, wherein: said degree of accuracy is further reduced based on a time of day when said first data request is received.
  • 3. The method of adjusting private information regarding a wireless device according to claim 1, wherein: said obtained current location is a most accurate current location information of said wireless device.
  • 4. The method of adjusting private information regarding a wireless device according to claim 1, wherein: said current location information is obtained from a fidelity database comprising a plurality of device entries, each of said plurality of device entries relating to said particular wireless device.
  • 5. The method of adjusting private information regarding a wireless device according to claim 1, wherein: said adjustment of said degree of accuracy of said current location information is performed in conjunction with at least one of an opt-out and opt-in criteria for a wireless device.
  • 6. Apparatus for adjusting private information regarding a wireless device, comprising: means for receiving, at a location management system, a first data request for current location information regarding a wireless device from a requesting device;means for transmitting, from said location management system, a second data request for said current location information to a physical location determiner module remote from said location management system, said physical location determiner module obtaining said requested current location information;means for receiving, by said location management system, said current location information from said physical location determiner module;means for adjusting, with said location management system, a degree of accuracy of said current location information corresponding to said wireless device from a more accurate version to a less accurate version based on said current location information of said wireless device, said less accurate version being a reduced degree of accuracy of available location information associated with said wireless device; andmeans for transmitting said less accurate current location information adjusted via said location management system to said requesting device.
  • 7. The apparatus for adjusting private information regarding a wireless device according to claim 6, wherein: said degree of accuracy is further reduced based on a time of day when said first data request is received.
  • 8. The apparatus for adjusting private information regarding a wireless device according to claim 6, wherein: said obtained current location information is a most accurate current location information of said wireless device.
  • 9. The apparatus for adjusting private information regarding a wireless device according to claim 6, wherein: said current location information is obtained from a fidelity database comprising a plurality of device entries, each of said plurality of device entries relating to said particular wireless device.
  • 10. The apparatus for adjusting private information regarding a wireless device according to claim 6, wherein: said adjustment of said degree of accuracy of said current location information is performed in conjunction with at least one of an opt-out and opt-in criteria for a wireless device.
Parent Case Info

The present application claims priority from U.S. Appl. No. 60/367,711, filed Mar. 28, 2002, entitled “Mobile Subscriber Privacy Evaluation Using Solicited vs. Unsolicited Differentiation”; and from U.S. Appl. No. 60/382,368, filed May 23, 2002, entitled “Location Fidelity Adjustment Based on Mobile Subscriber Privacy Profile”, the entirety of both of which are expressly incorporated herein by reference.

US Referenced Citations (380)
Number Name Date Kind
4445118 Taylor et al. Apr 1984 A
4928107 Kuroda et al. May 1990 A
4972484 Theile et al. Nov 1990 A
5126722 Kamis Jun 1992 A
5283570 DeLuca et al. Feb 1994 A
5301354 Schwendeman et al. Apr 1994 A
5311516 Kuznicki et al. May 1994 A
5327529 Fults et al. Jul 1994 A
5335246 Yokev et al. Aug 1994 A
5351235 Lahtinen Sep 1994 A
5365451 Wang et al. Nov 1994 A
5418537 Bird May 1995 A
5422813 Schuchman et al. Jun 1995 A
5479408 Will Dec 1995 A
5485163 Singer et al. Jan 1996 A
5504491 Chapman Apr 1996 A
5506886 Maine et al. Apr 1996 A
5517199 DiMattei May 1996 A
5530655 Lokhoff et al. Jun 1996 A
5530914 McPheters Jun 1996 A
5539395 Buss et al. Jul 1996 A
5539829 Lokhoff et al. Jul 1996 A
5546445 Dennison Aug 1996 A
5568153 Beliveau Oct 1996 A
5583774 Diesel Dec 1996 A
5587201 Rho et al. Dec 1996 A
5594780 Wiedeman et al. Jan 1997 A
5606618 Lokhoff et al. Feb 1997 A
5629693 Janky May 1997 A
5633630 Park May 1997 A
5636276 Brugger Jun 1997 A
5661652 Sprague et al. Aug 1997 A
5661755 Van De Kerkhof et al. Aug 1997 A
5689245 Noreen et al. Nov 1997 A
5699053 Jonsson Dec 1997 A
5704029 Wright, Jr. Dec 1997 A
5721781 Deo et al. Feb 1998 A
5727057 Emery et al. Mar 1998 A
5731785 Lemelson et al. Mar 1998 A
5765152 Erickson Jun 1998 A
5771353 Eggleston et al. Jun 1998 A
5774670 Montulli Jun 1998 A
5809415 Rossmann Sep 1998 A
5812086 Bertiger et al. Sep 1998 A
5812087 Krasner Sep 1998 A
5841396 Krasner Nov 1998 A
5857201 Wright, Jr. et al. Jan 1999 A
5864667 Barkan Jan 1999 A
5874914 Krasner Feb 1999 A
5896369 Warsta et al. Apr 1999 A
5898391 Jefferies et al. Apr 1999 A
5922074 Richard et al. Jul 1999 A
5930250 Klok et al. Jul 1999 A
5945944 Krasner Aug 1999 A
5946629 Sawyer et al. Aug 1999 A
5950137 Kim Sep 1999 A
5960362 Grob et al. Sep 1999 A
5983099 Yao et al. Nov 1999 A
5999124 Sheynblat Dec 1999 A
6032051 Hall et al. Feb 2000 A
6052081 Krasner Apr 2000 A
6058338 Agashe et al. May 2000 A
6061018 Sheynblat May 2000 A
6064336 Krasner May 2000 A
6067045 Castelloe et al. May 2000 A
6081229 Soliman et al. Jun 2000 A
6085320 Kaliski, Jr. Jul 2000 A
6118403 Lang Sep 2000 A
6121923 King Sep 2000 A
6124810 Segal et al. Sep 2000 A
6131067 Girerd et al. Oct 2000 A
6133874 Krasner Oct 2000 A
6134483 Vayanos et al. Oct 2000 A
6147598 Murphy Nov 2000 A
6150980 Krasner Nov 2000 A
6154172 Piccionelli et al. Nov 2000 A
6169901 Boucher Jan 2001 B1
6169902 Kawamoto Jan 2001 B1
6178506 Quick, Jr. Jan 2001 B1
6185427 Krasner et al. Feb 2001 B1
6188354 Soliman et al. Feb 2001 B1
6188909 Alanara et al. Feb 2001 B1
6189089 Walker et al. Feb 2001 B1
6189098 Kaliski, Jr. Feb 2001 B1
6195557 Havinis et al. Feb 2001 B1
6204798 Fleming Mar 2001 B1
6205330 Winbladh Mar 2001 B1
6208290 Krasner Mar 2001 B1
6215441 Moeglein et al. Apr 2001 B1
6239742 Krasner May 2001 B1
6247135 Feague Jun 2001 B1
6249783 Crone et al. Jun 2001 B1
6249873 Richard et al. Jun 2001 B1
6252544 Hoffberg Jun 2001 B1
6253203 O'Flaherty et al. Jun 2001 B1
6260147 Quick, Jr. Jul 2001 B1
6275692 Skog Aug 2001 B1
6275849 Ludwig Aug 2001 B1
6297768 Allen, Jr. Oct 2001 B1
6307504 Sheynblat Oct 2001 B1
6308269 Proidl Oct 2001 B2
6313786 Sheynblat et al. Nov 2001 B1
6321250 Knape Nov 2001 B1
6321257 Kotola et al. Nov 2001 B1
6324542 Wright, Jr. et al. Nov 2001 B1
6327473 Soliman et al. Dec 2001 B1
6333919 Gaffney Dec 2001 B2
6360093 Ross et al. Mar 2002 B1
6360102 Havinis et al. Mar 2002 B1
6363254 Jones et al. Mar 2002 B1
6367019 Ansell et al. Apr 2002 B1
6370389 Isomursu et al. Apr 2002 B1
6377209 Krasner Apr 2002 B1
6377810 Geiger et al. Apr 2002 B1
6385458 Papadimitriou et al. May 2002 B1
6400304 Chubbs Jun 2002 B1
6400314 Krasner Jun 2002 B1
6400958 Isomursu et al. Jun 2002 B1
6411254 Moeglein et al. Jun 2002 B1
6421002 Krasner Jul 2002 B2
6429812 Hoffberg Aug 2002 B1
6430504 Gilbert et al. Aug 2002 B1
6433734 Krasner Aug 2002 B1
6442391 Johansson et al. Aug 2002 B1
6449473 Raivisto Sep 2002 B1
6449476 Hutchison, IV et al. Sep 2002 B1
6456852 Bar et al. Sep 2002 B2
6463272 Wallace et al. Oct 2002 B1
6477150 Maggenti et al. Nov 2002 B1
6504491 Christians Jan 2003 B1
6505048 Moles et al. Jan 2003 B1
6505049 Dorenbosch Jan 2003 B1
6510387 Fuchs et al. Jan 2003 B2
6512922 Burg et al. Jan 2003 B1
6512930 Sandegren Jan 2003 B2
6515623 Johnson Feb 2003 B2
6519466 Pande et al. Feb 2003 B2
6522682 Kohli et al. Feb 2003 B1
6525687 Roy et al. Feb 2003 B2
6525688 Chou et al. Feb 2003 B2
6529829 Turetzky et al. Mar 2003 B2
6531982 White et al. Mar 2003 B1
6538757 Sansone Mar 2003 B1
6539200 Schiff Mar 2003 B1
6539304 Chansarkar Mar 2003 B1
6542464 Takeda et al. Apr 2003 B1
6542734 Abrol et al. Apr 2003 B1
6542743 Soliman Apr 2003 B1
6549776 Joong Apr 2003 B1
6549844 Egberts Apr 2003 B1
6556832 Soliman Apr 2003 B1
6560461 Fomukong et al. May 2003 B1
6560534 Abraham et al. May 2003 B2
6567035 Elliott May 2003 B1
6570530 Gaal et al. May 2003 B2
6574558 Kohli Jun 2003 B2
6580390 Hay Jun 2003 B1
6584552 Kuno et al. Jun 2003 B1
6594500 Bender et al. Jul 2003 B2
6597311 Sheynblat et al. Jul 2003 B2
6603973 Foladare et al. Aug 2003 B1
6606495 Korpi et al. Aug 2003 B1
6606554 Edge Aug 2003 B2
6609004 Morse et al. Aug 2003 B1
6611757 Brodie Aug 2003 B2
6618670 Chansarkar Sep 2003 B1
6621452 Knockeart et al. Sep 2003 B2
6628233 Knockeart et al. Sep 2003 B2
6630093 Jones Oct 2003 B1
6633255 Krasner Oct 2003 B2
6640184 Rabe Oct 2003 B1
6650288 Pitt et al. Nov 2003 B1
6661372 Girerd et al. Dec 2003 B1
6662014 Walsh Dec 2003 B1
6665539 Sih et al. Dec 2003 B2
6665541 Krasner et al. Dec 2003 B1
6671620 Garin et al. Dec 2003 B1
6677894 Sheynblat Jan 2004 B2
6680694 Knockeart et al. Jan 2004 B1
6680695 Turetzky et al. Jan 2004 B2
6687504 Raith Feb 2004 B1
6691019 Seeley et al. Feb 2004 B2
6694258 Johnson et al. Feb 2004 B2
6697629 Grilli et al. Feb 2004 B1
6698195 Hellinger Mar 2004 B1
6701144 Kirbas et al. Mar 2004 B2
6703971 Pande et al. Mar 2004 B2
6703972 Van Diggelen Mar 2004 B2
6704651 Van Diggelen Mar 2004 B2
6707421 Drury et al. Mar 2004 B1
6714793 Carey et al. Mar 2004 B1
6718174 Vayanos Apr 2004 B2
6720915 Sheynblat Apr 2004 B2
6721578 Minear et al. Apr 2004 B2
6721871 Piispanen et al. Apr 2004 B2
6724342 Bloebaum et al. Apr 2004 B2
6725159 Krasner Apr 2004 B2
6731940 Nagendran May 2004 B1
6734821 Van Diggelen May 2004 B2
6738013 Orler et al. May 2004 B2
6738800 Aquilon et al. May 2004 B1
6741842 Goldberg et al. May 2004 B2
6745038 Callaway et al. Jun 2004 B2
6747596 Orler et al. Jun 2004 B2
6748195 Phillips Jun 2004 B1
6751464 Burg Jun 2004 B1
6756938 Zhao et al. Jun 2004 B2
6757544 Rangarajan Jun 2004 B2
6772340 Peinado et al. Aug 2004 B1
6775655 Peinado et al. Aug 2004 B1
6775802 Gaal Aug 2004 B2
6778136 Gronemeyer Aug 2004 B2
6778885 Agashe et al. Aug 2004 B2
6781963 Crockett et al. Aug 2004 B2
6788249 Farmer et al. Sep 2004 B1
6795699 McCraw et al. Sep 2004 B1
6799050 Krasner Sep 2004 B1
6801124 Naiton Oct 2004 B2
6801159 Swope et al. Oct 2004 B2
6804524 Vandermeijden Oct 2004 B1
6807534 Erickson Oct 2004 B1
6808534 Escano Oct 2004 B1
6810323 Bullock et al. Oct 2004 B1
6813499 McDonnell et al. Nov 2004 B2
6813560 Van Diggelen et al. Nov 2004 B2
6816111 Krasner Nov 2004 B2
6816710 Krasner Nov 2004 B2
6816719 Heinonen et al. Nov 2004 B1
6816734 Wong et al. Nov 2004 B2
6820069 Kogan Nov 2004 B1
6820269 Baucke et al. Nov 2004 B2
6829475 Lee et al. Dec 2004 B1
6832373 O'Neill Dec 2004 B2
6833785 Brown et al. Dec 2004 B2
6839020 Geier et al. Jan 2005 B2
6839021 Sheynblat et al. Jan 2005 B2
6842715 Gaal Jan 2005 B1
6853849 Tognazzini Feb 2005 B1
6853916 Fuchs et al. Feb 2005 B2
6856282 Mauro et al. Feb 2005 B2
6861980 Rowitch et al. Mar 2005 B1
6865171 Nilsson Mar 2005 B1
6865395 Riley Mar 2005 B2
6867734 Voor et al. Mar 2005 B2
6873854 Crockett et al. Mar 2005 B2
6885940 Brodie et al. Apr 2005 B2
6888497 King et al. May 2005 B2
6888932 Snip et al. May 2005 B2
6895238 Newell et al. May 2005 B2
6895249 Gaal May 2005 B2
6895324 Straub May 2005 B2
6900758 Mann et al. May 2005 B1
6903684 Simic et al. Jun 2005 B1
6904029 Fors et al. Jun 2005 B2
6907224 Younis Jun 2005 B2
6907238 Leung Jun 2005 B2
6912395 Benes et al. Jun 2005 B2
6915208 Garin et al. Jul 2005 B2
6917331 Gronemeyer Jul 2005 B2
6930634 Peng et al. Aug 2005 B2
6937187 Van Diggelen et al. Aug 2005 B2
6937872 Krasner Aug 2005 B2
6941144 Stein Sep 2005 B2
6944540 King et al. Sep 2005 B2
6947772 Minear et al. Sep 2005 B2
6950058 Davis et al. Sep 2005 B1
6956467 Mercado, Jr. Oct 2005 B1
6957073 Bye Oct 2005 B2
6961019 McConnell et al. Nov 2005 B1
6961562 Ross Nov 2005 B2
6965754 King Nov 2005 B2
6965767 Maggenti et al. Nov 2005 B2
6968195 Nowak Nov 2005 B2
6970917 Kushwaha et al. Nov 2005 B1
6973166 Tsumpes Dec 2005 B1
6973320 Brown et al. Dec 2005 B2
6975266 Abraham et al. Dec 2005 B2
6978453 Rao et al. Dec 2005 B2
6980816 Rohles et al. Dec 2005 B2
6985105 Pitt et al. Jan 2006 B1
6996720 DeMello et al. Feb 2006 B1
6999782 Shaughnessy Feb 2006 B2
7024321 Deninger et al. Apr 2006 B1
7024393 Peinado et al. Apr 2006 B1
7047411 DeMello et al. May 2006 B1
7064656 Belcher et al. Jun 2006 B2
7065351 Carter et al. Jun 2006 B2
7065507 Mohammed et al. Jun 2006 B2
7071814 Schorman Jul 2006 B1
7079857 Maggenti et al. Jul 2006 B2
7103018 Hansen et al. Sep 2006 B1
7103574 Peinado et al. Sep 2006 B1
7106717 Rousseau et al. Sep 2006 B2
7136838 Peinado et al. Nov 2006 B1
7151946 Maggenti et al. Dec 2006 B2
7177623 Baldwin Feb 2007 B2
7209969 Lahti et al. Apr 2007 B2
7218940 Niemenmaa et al. May 2007 B2
7221959 Lindqvist et al. May 2007 B2
7301494 Waters Nov 2007 B2
7471236 Pitt Dec 2008 B1
7504983 Chen Mar 2009 B2
7629926 Pitt Dec 2009 B2
7764219 Pitt Jul 2010 B2
20010011247 O'Flaherty et al. Aug 2001 A1
20020002036 Uehara et al. Jan 2002 A1
20020037735 Meggenti et al. Mar 2002 A1
20020038182 Wong Mar 2002 A1
20020052214 Meggenti et al. May 2002 A1
20020061760 Meggenti et al. May 2002 A1
20020069529 Wieres Jun 2002 A1
20020102999 Maggenti et al. Aug 2002 A1
20020111816 Lortscher et al. Aug 2002 A1
20020112047 Kushwaha Aug 2002 A1
20020135504 Singer Sep 2002 A1
20020173317 Nykanen Nov 2002 A1
20020173325 Maggenti Nov 2002 A1
20020198632 Breed et al. Dec 2002 A1
20030009602 Jacobs et al. Jan 2003 A1
20030037163 Kitada et al. Feb 2003 A1
20030065788 Salomaki Apr 2003 A1
20030078053 Abtin et al. Apr 2003 A1
20030078064 Chan Apr 2003 A1
20030078886 Minear Apr 2003 A1
20030081557 Mettala et al. May 2003 A1
20030101329 Lahti et al. May 2003 A1
20030101341 Kettler et al. May 2003 A1
20030103484 Oommen et al. Jun 2003 A1
20030114148 Albertsson Jun 2003 A1
20030114157 Spitz et al. Jun 2003 A1
20030119528 Pew Jun 2003 A1
20030151507 Andre Aug 2003 A1
20030153340 Crockett et al. Aug 2003 A1
20030153341 Crockett et al. Aug 2003 A1
20030153342 Crockett et al. Aug 2003 A1
20030153343 Crockett et al. Aug 2003 A1
20030161298 Bergman et al. Aug 2003 A1
20030204640 Sahinoja et al. Oct 2003 A1
20030223381 Schroderus Dec 2003 A1
20040002326 Maher Jan 2004 A1
20040044623 Wake et al. Mar 2004 A1
20040064550 Sakata et al. Apr 2004 A1
20040068724 Gardner et al. Apr 2004 A1
20040090121 Simonds et al. May 2004 A1
20040132428 Mulligan Jul 2004 A1
20040204806 Chen et al. Oct 2004 A1
20040205151 Sprigg et al. Oct 2004 A1
20040229632 Flynn et al. Nov 2004 A1
20050003797 Baldwin Jan 2005 A1
20050028034 Gantman et al. Feb 2005 A1
20050039178 Marolia et al. Feb 2005 A1
20050041578 huotari et al. Feb 2005 A1
20050086340 Kang Apr 2005 A1
20050086467 Asokan et al. Apr 2005 A1
20050112030 Gaus May 2005 A1
20050136895 Thenthiruperai Jun 2005 A1
20050172217 Leung Aug 2005 A1
20050174987 Raghav Aug 2005 A1
20050209995 Aksu et al. Sep 2005 A1
20050246217 Horn Nov 2005 A1
20050259675 Tuohino et al. Nov 2005 A1
20060053225 Poikselka et al. Mar 2006 A1
20060058045 Nilsen Mar 2006 A1
20060074618 Miller Apr 2006 A1
20060090136 Miller Apr 2006 A1
20060132349 Stern Jun 2006 A1
20060212558 Sahinoja et al. Sep 2006 A1
20060212562 Kushwaha et al. Sep 2006 A1
20060234639 Kushwaha et al. Oct 2006 A1
20060234698 Fok et al. Oct 2006 A1
20070026854 nath et al. Feb 2007 A1
20070030539 nath et al. Feb 2007 A1
20070030973 Mikan Feb 2007 A1
20070042765 Bailin Feb 2007 A1
20070207797 Pitt Sep 2007 A1
20090015461 Pitt Jan 2009 A1
20090079614 Pitt Mar 2009 A1
20100214148 Kuhn Aug 2010 A1
20100214149 Kuhn Aug 2010 A1
20100238065 Pitt Sep 2010 A1
Related Publications (1)
Number Date Country
20030187803 A1 Oct 2003 US
Provisional Applications (2)
Number Date Country
60367711 Mar 2002 US
60382368 May 2002 US