Communications device for conveying geographic location information over capacity constrained wireless systems

Information

  • Patent Grant
  • 7272494
  • Patent Number
    7,272,494
  • Date Filed
    Friday, February 6, 2004
    20 years ago
  • Date Issued
    Tuesday, September 18, 2007
    17 years ago
Abstract
The present invention enables efficient communication of location identification of remote movable objects or vehicles over capacity-constrained wireless communications systems by transmitting only the truncated latitude and longitude coordinate data relative to a dynamically alterable and previously unknown coordinate reference anchor.
Description
FIELD OF THE INVENTION

The present invention generally relates to methods for identifying the location of movable objects. More particularly, the present invention relates to reducing capacity requirements for identifying the current location of movable objects or vehicles wherein the location is communicated over capacity-constrained wireless systems.


BACKGROUND OF THE INVENTION

Typical modern systems that track the location of movable objects or vehicles utilize equipment located within the vehicle or object that incorporates a Global Positioning System (GPS) receiver. The GPS receiver captures the absolute coordinates, expressed as latitude and longitude, of the vehicle or object and conveys the absolute coordinates to a principal entity, such as a personal computer, fleet vehicle dispatch center, or rental car terminal, via a wireless communications systems.


Existing systems convey absolute coordinate information utilizing wireless communication systems that have significant capacity available, such as, but not limited to, the Advanced Mobile Phone Service (AMPS) analog system, Digital AMPS (DAMPS) known individually as Code Division Multiple Access (CDMA/IS-95) and Time Division Multiple Access (TDMA/IS-136), the Global System for Mobile communications (GSM), Enhanced Data Rates for Global Evolution (EDGE), General Packet Radio Service (GPRS), and two-way paging protocols. Such wireless systems typically possess data capacity of 8,000 bits per second or more. As such, existing systems for conveying geographic location information fail to teach methods to convey comparable location information over capacity-constrained wireless communications systems, including low capacity systems. Examples of low capacity wireless communications systems include the Cellemetry® Data Service, which has an uplink payload size of 32 bits, and some satellite data systems, such as Vistar Datacomm's GlobalWave™ system which has an uplink payload size of 88 bits.


Some existing systems reduce the message size necessary to transmit latitude and longitude values to a wireless remote (or mobile) unit by communicating only the arithmetic difference between a constant value and the desired destination (also known as a reference point) relative to the constant value. An example of a commonly used constant or predefined value is a known geographic location of a base (cell) site. Thus, all reference point values are relative to a fixed, constant location known to both ends of the communication and separately identified to each end for correlation either by token or contextual association.


Stated differently, existing systems communicate a numeric value that is the arithmetic difference of the absolute geographic coordinates of a reference point (i.e., a variable geographic location) and the absolute geographic coordinates of a reference geographic location (i.e., a constant, predefined geographic coordinate known to both ends of the wireless communication), as well the identity of the reference geographic location. An example of a commonly used reference geographic location is a wireless system's base site identity (e.g., a radiotelephone system's transceiver site, i.e., BASE_ID of TIA/EIA/IS-95A). The identity of the constant absolute geographic coordinate must be either physically transmitted, thus consuming additional wireless capacity, or contextually conveyed by virtue of the base site with which the remote unit communicates. In either case, the number of reference geographic locations that can be predefined and identified by a token, such as the base site identity, is finite and limited to the number of base sites associated with the host wireless system.


As the remote unit increases in distance from the reference geographic location, the arithmetic difference of the respective coordinates increases in size, along with the number of bits required to express the value of the arithmetic difference. Since the number of reference geographic locations that can be known and identified to both ends of a communication is finite, the remote unit's distance from a known reference geographic location may become large. In such instances, the size, in bits, needed to express the arithmetic difference also grows and ultimately exceeds the payload of capacity-constrained wireless systems, such as the Cellemetry® Data Service and Vistar Datacom's GlobalWave™ system.


Existing systems fail to teach methods of reducing the message size needed to convey a relative coordinate when referring to a geographic location's absolute coordinate, where the geographic location is dynamic and the absolute coordinates of the geographic location are not predefined. Additionally, existing systems fail to teach maintaining a reduced message size to convey a relative coordinate regardless of the distance traveled.


Accordingly, there exists a need to remove the messaging constraints of existing systems by eliminating the need to identify a predefined, constant absolute reference geographic location by token or other identification means. Furthermore, eliminating the need for remote mobile units to have prior knowledge of one or more fixed geographic reference points, either preloaded or downloaded via a wireless communications systems, will reduce the cost and complexity for remote mobile units of movable object tracking systems.


There is also a need to reduce message size while identifying an unlimited number of geographic locations without requiring fixed, constant locations known to both ends of the communication, regardless of the distance traveled. Additionally, there is a need to maintain a small message size regardless of the distance traveled.


SUMMARY OF THE INVENTION

The present invention enables efficient communication of location identification information for remote movable objects or vehicles over capacity-constrained wireless communications systems by transmitting only the truncated latitude and longitude coordinate data relative to a dynamically alterable coordinate reference anchor. In an exemplary embodiment according to this invention, the absolute latitude and longitude coordinates of the mobile object's current geographic location are transmitted to a principal entity using one or more message transmissions, as necessary to convey 41 bits, via a low capacity wireless communications system. Subsequent current positions are conveyed with efficient, single message transmissions by encoding only the difference between the current location and that of the previous location most recently identified by absolute latitude and longitude coordinates.


According to an exemplary embodiment, a mobile object operates within an imaginary grid comprising a 4° by 4° geographic area. The center of the geographic area is the position of the most recently transmitted absolute longitude and latitude coordinates or full position transmission. The center and location of any grid are initially arbitrary and not predefined, and thus the potential number of grids is infinite. The full position transmission provides the reference for subsequent delta position transmissions that may follow. A delta position transmission, or transmission of a numeric value representing the latitude and longitude coordinates of a subsequent position relative to the most recently transmitted absolute coordinates, is sent as long as the object remains within the most recently established geographic grid area. When the mobile object travels beyond the grid area, a new full position transmission is sent. In this manner, the use of capacity inefficient full position transmissions is reduced.


Exemplary methods and systems according to this invention do not require the use of tokens or other identification means representing constant or predefined absolute reference geographic coordinates in order to receive or transmit absolute or relative latitude and longitude coordinate data. Likewise, prior knowledge by the mobile object or the principal entity of one or more fixed or predefined geographic reference points, either preloaded or downloaded via a wireless communications systems, is not required for receipt or transmission of absolute or relative latitude and longitude coordinate data.





BRIEF DESCRIPTION OF THE DRAWINGS


FIG. 1 illustrates an exemplary environment of exemplary methods and systems of operation of the present invention.



FIG. 2 illustrates an exemplary embodiment of the present invention in which a 4°×4° geographic area is utilized.



FIG. 3 is a flow diagram showing an exemplary method of operation according to an exemplary embodiment of the present invention.





DETAILED DESCRIPTION OF THE INVENTION

Referring now to the drawings, in which like reference numerals represent like elements throughout the several figures, FIG. 1 is a block diagram illustrating an exemplary environment for exemplary methods and systems of operation according to the present invention. The exemplary environment includes a mobile object 10, represented by an automobile in this example, with a remote communications unit 20 installed therein. Remote unit 20 includes a Global Positioning System (GPS) receiver 22, a wireless communications system transceiver 24, a microprocessor based programmable controller 26, and data storage and software programs 28. Remote unit 20 is sufficient to implement exemplary embodiments of this invention for efficiently reporting location information of one or more mobile objects, in which a remote unit 20 is housed, installed, or attached. Because mobile object 10 includes remote unit 20, all references to mobile object 10 in the specification and drawings should be understood to include remote unit 20 and are referred to simply as mobile object 10 to simplify the description.


A principal entity 14, as shown in FIG. 1, receives location data from one or more mobile objects 10 via a wireless communications system 12. Some examples of principal entities include, but are not limited to, personal computers, fleet vehicle dispatch centers, and rental car terminals. Wireless communications system 12 transmits information between principal entity 14 and remote unit 20 of mobile object 10. An exemplary wireless communications system 12 is the Cellemetry® Data Service, which is well known to those skilled in the art. It should be understood that numerous other capacity-constrained wireless communications systems may be used, including, but not limited to, the GlobalWave™ system from Vistar Datacom and MicroBurst® service from Aeris.net™, the capacities of which are well known to those skilled in the art. Capacity-constrained wireless systems include low capacity systems as well as systems that have a higher capacity but only allocate a portion of their capacity for position data. Low capacity systems include those wireless communications systems that convey content in one or a small number of asynchronous packets, wherein the location portion of the content is further constrained, even if only intermittently, to an even smaller capacity, such as 41 bits or less, either due to technical limitations or reasons of operational efficiency or economy.


The latitude measurement of the Earth is based on 0 to 90 degrees of height (latitude) north and south of the equator. Standard latitude coordinates are provided in degrees, minutes, and seconds. Accordingly, 648,000 units of resolution are required to express a second of degrees latitude (180 degrees*3600 seconds/degree). This value converted to binary requires 20 bits. Longitude (width) measurements are based on 0 to 180 degrees east and west of 0 degrees, which is located in Greenwich, England. Thus, 1,296,000 units of resolution are required to express a second of degrees longitude (360 degrees*3600 seconds/degree). In binary, this requires 21 bits. Accordingly, to combine absolute latitude and longitude coordinates into a single message requires 41 bits, which is prohibitive or inefficient for many capacity-constrained wireless communications systems.


Referring now to FIG. 2, each mobile object 10 shown represents the same mobile object at various locations during the mobile object's travel or movement. Mobile object 10 utilizes a GPS receiver to acquire the mobile object's current absolute latitude and longitude coordinates over wireless communications system 12. An initial communication of the position of mobile object 10 occurs in the center of a grid 30 at a location 32. As shown in the exemplary embodiment illustrated in FIG. 2, grid 30 is a virtual geographic area 4°×4° in size, with its center dynamically and arbitrarily located at the physical position where mobile object 10 is situated when initially communicating its full position using latitude and longitude coordinates. It should be understood that other shapes, including but not limited to circles, rectangles, and ovals, may be used for grids or geographic areas. It should also be understood that the reference location is not required to be in the center of the geographic area but may be at a corner or any other location within or on the boundaries of such geographic area.


As described above, absolute latitude and longitude coordinates are a combined 41 bits in size. The data payload of an exemplary wireless communications system 12, such as the Cellemetry® Data Service, may be less than 41 bits, for example, 32 bits. As noted above, it should be understood that numerous other capacity-constrained wireless communications systems, particularly low capacity systems, may be used. Because 41 bits are required, mobile object 10 splits the absolute latitude and longitude coordinates between two sequential messages (collectively, a full position transmission) and sends the full position transmission to principal entity 14 over wireless communications system 12.


As shown in FIG. 2, mobile object 10 moves to another location 34, where mobile object 10 again transmits its position to principal entity 14. The transmission by mobile object 10 of its position at location 34 may be stimulated by any of a myriad number of causes or events unique to the endeavors of mobile object 10, such as, for example, environmental change, speed, or alarm events. The identification of such causes or events is not particularly significant, except to note that the physical location can be arbitrary relative to the cause or event that prompts the transmission. Since mobile object 10 is still within the 4° square area of grid 30, the position transmission at location 34 can be truncated as the difference between the longitude and latitude coordinates at location 34 and the longitude and latitude coordinates at location 32, which is the position where absolute coordinates were most recently previously transmitted to principal entity 14. This relative difference or truncated position transmission may be referred to as a delta position transmission. Upon receipt of the delta position transmission from location 34, principal entity 14 can arithmetically apply this delta position transmission to the most recent full position transmission to calculate the absolute latitude and longitude coordinates of mobile object 10 at location 34.


Using 4° square area grids, as in the exemplary embodiment shown in FIG. 2, a delta position transmission requires a maximum of 28 binary bits. Thus, a delta position transmission requires only a single message when using a wireless communications system with a payload of 28 bits or more. This allows wireless communications system 12 to be a capacity-constrained wireless communications system, such as the Cellemetry® Data Service, which, as noted above, is a low capacity system with a message capacity of 32 bits.


As shown in FIG. 2, mobile object 10 moves from location 34 to another location 38, where mobile object 10 again transmits its position to principal entity 14. Because mobile object 10 has moved outside of grid 30, mobile object 10 establishes a new grid 36 by sending a full position transmission to principal entity 14. As before, mobile object 10 splits the absolute latitude and longitude coordinates of location 38 between two sequential messages and sends the full position transmission to principal entity 14 over wireless communications system 12.


Next, mobile object 10 moves from location 38 to another location 40, where mobile object 10 transmits its position to principal entity 14. Because mobile object 10 is still within the 4° square area of grid 36, mobile object 10 sends a delta position transmission at location 40, transmitting the difference between the longitude and latitude coordinates at location 40 and the coordinates at location 38. This difference can be expressed in, at most, 28 binary bits, thus again making possible transmission by a single 32-bit message over wireless communications system 12. Upon receipt of the delta position transmission from location 40, principal entity 14 can arithmetically apply this delta position transmission to the most recent full position transmission to calculate the absolute latitude and longitude coordinates of mobile object 10 at location 40.


According to the exemplary embodiment shown in FIG. 2, mobile object 10 operates within an imaginary grid, such as grids 30 and 36, comprising a 4° by 4° geographic area. It should be understood that the geographic location of any grid is initially arbitrary and thus the potential number of grids is infinite. The location of a particular grid or reference point is not predefined. Exemplary embodiments according to the present invention do not require identification of a predefined, constant absolute reference geographic location by token or other identification means. As can be understood from this description, even though reference locations 32 and 38 are not predefined, the capacity required of wireless communications system 12 has been dramatically reduced, constituting a significant improvement in cost and efficiency when utilizing capacity-constrained wireless systems to track the location of movable objects or vehicles.


When the delta position of mobile object 10 cannot be sent to principal entity 14 via an efficient transmission over the capacity-constrained wireless communications media (e.g., a single message in the embodiment described in conjunction with FIG. 2), then a new full position is established and the absolute latitude and longitude coordinates of mobile object 10 are transmitted to principal entity 14. The size of the geographic area within which relative difference encoded messaging is used is predetermined based on the message capacity of low capacity wireless communications system or the message capacity allocated for position data for other capacity-constrained wireless systems. With the exemplary embodiment discussed in FIG. 2 using the Cellemetry® Data Service as the wireless communications system, a preferred geographical area is 4°. A full position transmission, requiring two messages, establishes the center and area of a grid, defined as 4°×4°. This full position transmission provides the reference for subsequent delta position transmissions that may follow. A delta position transmission, requiring only one message, is sent as long as the object remains within the most recently established grid area. When the object travels beyond the grid area, a new full position transmission is sent. In this manner, the use of capacity inefficient full position transmissions is reduced.



FIG. 3 shows an exemplary method of operation according to an exemplary embodiment of the present invention. In this exemplary embodiment, the size of the geographic area or grid is predetermined on a per wireless system basis. The maximum value expressable in the wireless communications system's most succinct message is used to determine the largest geographic area within which a location may be expressed as a relative position to the most recently transmitted previous absolute geographic position. The mobile object is programmed to use a particular size based on the choice of wireless system. For example, the most efficient use of the Cellemetry Data Service is a single message of 32 bits or less. Accordingly, 4 degrees*3600 seconds/degree is 14,40010, which is 384016 and may be expressed in 14 bits. With 14 bits for latitude and 14 bits for longitude, the resultant 28 bits is the largest size that can be most efficiently conveyed by the Cellemetry Data Service. Thus, 4°×4° is a preferred geographical area for Cellemetry Data Service. In an exemplary embodiment using the Cellemetry Data Service, two of the remaining four bits are used to identify the type of payload (full position, delta position, other, etc.), while the other two remaining bits are used for packet sequence numbering, but may be used for other non-location identification purposes.


At block 102, the mobile object identifies its current absolute physical latitude and longitude coordinates. Receipt and/or transmission by the mobile object of its position may be stimulated by any of a myriad number of causes or events unique to the endeavors of the mobile object, such as, for example, environmental change, speed, or alarm events. The identification of such causes or events is not particularly significant, except to note that the physical location can be arbitrary relative to the cause or event that prompts the transmission.


If the absolute coordinates are the first coordinates received by the mobile object in a particular session or a continuous period of sequential asynchronous location identifications (e.g., when the object is moved for the first time after a period of rest or when the mobile object is first powered up after a period of being without power, etc.), block 104, then the mobile object transmits its current absolute latitude and longitude coordinates to a principal entity via a wireless communications system, block 106. Message transmissions from a mobile object to a principal entity are asynchronous and either spontaneous due to a local event stimulus or reactive to a principal entity interrogation.


If the absolute coordinates are not the first absolute coordinates received by the mobile object in the period or session, block 104, then the mobile object determines its delta position or its current longitude and latitude position relative to the most recent previously transmitted absolute geographic position, block 108. At block 110, the mobile object determines whether its delta position is outside the current grid or geographic area. As an example, if the delta position value (expressed in binary) is larger than a predetermined number of bits, based on the capacity of the wireless communications system, then the mobile object determines that it is outside the grid.


If the delta position of the mobile object is not outside the grid, block 110, the mobile object transmits the numeric value of its delta position (relative to the most recently transmitted absolute geographic position) to a principal entity via a wireless communications system, block 112. At block 110, if the delta position of the mobile object is outside the grid, the mobile object transmits it current absolute latitude and longitude position, block 106, and a new grid area is established.


The foregoing description of the exemplary embodiments of the invention has been presented only for the purposes of illustration and description and is not intended to be exhaustive or to limit the invention to the precise forms disclosed. Many modifications and variations are possible in light of the above teaching.


The embodiments were chosen and described in order to explain the principles of the invention and their practical application so as to enable others skilled in the art to utilize the invention and various embodiments and with various modifications as are suited to the particular use contemplated. Alternative embodiments will become apparent to those skilled in the art to which the present invention pertains without departing from its spirit and scope. Accordingly, the scope of the present invention is defined by the appended claims rather than the foregoing description and the exemplary embodiments described therein

Claims
  • 1. A mobile object having a communications unit operative to transmit geographic locations to a principal entity over a wireless communications system, the communications unit comprising: a GPS receiver configured to determine a first position of the mobile object and a second position of the mobile object;a controller configured to determine whether the second position is within a geographic area that includes the first position;a transceiver configured to send a full position transmission comprising absolute latitude and longitude coordinates of the first position of the mobile object to the principal entity, whereinthe transceiver, responsive to a determination that the second position is within the geographic area, is further configured to send a delta position transmission to the principal entity comprising a numeric value representing longitude and latitude coordinates of the second position relative to the previously transmitted absolute coordinates of the first position, andthe transceiver, responsive to a determination that the second position is outside the geographic area, is further configured to send a full position transmission comprising absolute latitude and longitude coordinates of the second position of the mobile object to the principal entity.
  • 2. The communications unit of claim 1, wherein the geographic area is a predetermined size based on the capacity of the wireless communications system.
  • 3. The communications unit of claim 2, wherein the predetermined size of the geographic area is determined by calculating the largest geographic area in which a geographic position can be expressed as a relative position to previously transmitted absolute coordinates using a maximum bit value of the wireless communications system's most succinct message.
  • 4. The communications unit of claim 1, wherein the geographic area is a predetermined size based on the portion of the capacity of the wireless communications system that is allocated for position data.
  • 5. The communications unit of claim 1, wherein the geographic area is centered at the previously transmitted absolute coordinates of the first position.
  • 6. The communications unit of claim 1, wherein the GPS receiver is further configured to receive absolute longitude and latitude coordinates for the mobile object.
  • 7. The communications unit of claim 6, wherein the controller is configured to determine whether a set of coordinates received via the GPS receiver is the first set of coordinates received within a continuous period of sequential asynchronous location identification.
  • 8. The communications unit of claim 7, wherein the transceiver is configured to send a full position transmission of the absolute coordinates of the mobile object to the principal entity if the set of coordinates received by the GPS receiver is the first set of coordinates received within the period.
  • 9. The communications unit of claim 1, wherein the wireless communications system supports a message having a data payload allocated for position data of less than forty-one bits.
  • 10. The communications unit of claim 1, wherein the geographic area is independent of a constant reference geographic location.
  • 11. The communications unit of claim 1, wherein the geographic area is independent of a fixed geographic reference point.
  • 12. A communications unit for efficient transmission of geographic locations of a mobile object to a principal entity over a wireless communications system, comprising: a GPS receiver for receiving absolute latitude and longitude coordinates of the mobile object at a first position;a controller configured to determine whether the absolute coordinates are the first coordinates received during a continuous period of sequential asyachronous location identification, wherein the controller establishes a geographic area centered at the absolute coordinates and having a predetermined size in the event that the absolute coordinates are the first coordinates and determines whether the absolute coordinates are within a previously established geographic area centered at previously transmitted absolute coordinates and having a predetermined size if the coordinates are not the first coordinates; anda transceiver, coupled to the controller, configured to send a full position transmission comprising the absolute coordinates to the principal entity if the coordinates are the first coordinates received during the period, the transceiver further configured to send a delta position transmission to the principal entity comprising a numeric value representing longitude and latitude coordinates of the first position relative to previously transmitted absolute coordinates if the coordinates are within the previously established geographic area, the transceiver further configured to send a full position transmission comprising the absolute coordinates to the principal entity and establishing a geographic area centered at the absolute coordinates and having a predetermined size if the coordinates are outside the previously established geographic area.
  • 13. The communications unit of claim 12, wherein the predetermined size of a geographic area is based on the capacity of the wireless communications system.
  • 14. The communications unit of claim 12, wherein the predetermined size of a geographic area is based on a the portion of the capacity of the wireless communications system that is allocated for position data.
  • 15. The communications unit of claim 12, wherein the wireless communications system supports a message having a data payload allocated for position data of less than forty-one bits.
  • 16. The communications unit of claim 12, wherein the geographic area is independent of a constant reference geographic location.
  • 17. The communications unit of claim 12, wherein the geographic area is independent of a fixed geographic reference point.
  • 18. The communications unit of claim 12, wherein the numeric value of the delta position transmission and the previously transmitted absolute coordinates are used by the principal entity to calculate the absolute coordinates of the mobile object at the first position.
  • 19. The communications unit of claim 12, wherein the predetermined size of the geographic area is determined by calculating the largest geographic area in which a geographic position can be expressed as a relative position to previously transmitted absolute coordinates using a maximum bit value of the wireless communications system's most succinct message.
RELATED APPLICATIONS

This application is a continuation of and claims priority under 35 U.S.C. § 120 to pending U.S. patent application Ser. No. 10/262,372 entitled “Methods for Device for Conveying Geographic Location Information over Capacity Constrained Wireless Systems,” which is hereby fully incorporated herein by reference. This application claims the benefit of U.S. Provisional Application No. 60/368,442 filed Mar. 28, 2002, which document is incorporated herein by reference.

US Referenced Citations (318)
Number Name Date Kind
3581019 Ryan May 1971 A
3886515 Cottin et al. May 1975 A
3973200 Akerberg Aug 1976 A
4172969 Levine et al. Oct 1979 A
4219698 Birilli et al. Aug 1980 A
4263480 Levine Apr 1981 A
4284849 Anderson et al. Aug 1981 A
4342986 Buskirk et al. Aug 1982 A
4361730 Barber et al. Nov 1982 A
4371751 Hilligoss, Jr. et al. Feb 1983 A
4454027 Fenton Jun 1984 A
4486624 Puhl et al. Dec 1984 A
4492820 Kennard et al. Jan 1985 A
4644347 Lucas et al. Feb 1987 A
4644351 Zabarsky et al. Feb 1987 A
4646082 Engel et al. Feb 1987 A
4677653 Weiner et al. Jun 1987 A
4724425 Gerhart et al. Feb 1988 A
4734928 Weiner et al. Mar 1988 A
4750197 Denekamp et al. Jun 1988 A
4766548 Cedrone et al. Aug 1988 A
4791658 Simon et al. Dec 1988 A
4807225 Fitch Feb 1989 A
4814763 Nelson et al. Mar 1989 A
4823123 Siwiak Apr 1989 A
4825193 Siwiak et al. Apr 1989 A
4825457 Lebowitz Apr 1989 A
4833701 Comroe et al. May 1989 A
4837800 Freeburg et al. Jun 1989 A
4839917 Oliver Jun 1989 A
4866445 Valero et al. Sep 1989 A
4868560 Oliwa et al. Sep 1989 A
4868859 Sheffer Sep 1989 A
4875038 Siwiak et al. Oct 1989 A
4875230 Blair Oct 1989 A
4882579 Siwiak Nov 1989 A
4887290 Dop et al. Dec 1989 A
4887291 Stillwell Dec 1989 A
4890315 Bendixen et al. Dec 1989 A
4891637 Siwiak et al. Jan 1990 A
4891638 Davis Jan 1990 A
4901340 Parker et al. Feb 1990 A
4905234 Childress et al. Feb 1990 A
4914651 Lusignan Apr 1990 A
4928096 Leonardo et al. May 1990 A
4940963 Gutman et al. Jul 1990 A
4972460 Sasuta Nov 1990 A
4979169 Almond et al. Dec 1990 A
4993059 Smith et al. Feb 1991 A
5005014 Jasinski Apr 1991 A
5010584 Seki Apr 1991 A
5020091 Krolopp et al. May 1991 A
5020093 Pireh May 1991 A
5027383 Sheffer Jun 1991 A
5031204 McKernan Jul 1991 A
5047763 Kuznicki et al. Sep 1991 A
5073919 Hagensick Dec 1991 A
5081667 Drori et al. Jan 1992 A
5087919 Odagawa et al. Feb 1992 A
5090051 Muppidi et al. Feb 1992 A
5117449 Metroka et al. May 1992 A
5121503 Davis Jun 1992 A
5124697 Moore Jun 1992 A
5131019 Sheffer et al. Jul 1992 A
5134644 Garton et al. Jul 1992 A
5142279 Jasinski et al. Aug 1992 A
5148473 Freeland et al. Sep 1992 A
5153582 Davis Oct 1992 A
5153902 Buhl et al. Oct 1992 A
5153903 Eastmond et al. Oct 1992 A
5159625 Zicker Oct 1992 A
5162790 Jasinski Nov 1992 A
5173933 Jabs et al. Dec 1992 A
5175758 Levanto et al. Dec 1992 A
5185779 Dop et al. Feb 1993 A
5196842 Gomez et al. Mar 1993 A
5206855 Schwendeman et al. Apr 1993 A
5208756 Song May 1993 A
5210787 Hayes et al. May 1993 A
5218367 Sheffer et al. Jun 1993 A
5220599 Sasano et al. Jun 1993 A
5222123 Brown et al. Jun 1993 A
5230081 Yamada et al. Jul 1993 A
5239294 Flanders et al. Aug 1993 A
5239678 Grube et al. Aug 1993 A
5247567 Hirano Sep 1993 A
5254986 DeLuca Oct 1993 A
5255307 Mizikovsky Oct 1993 A
5265150 Helmkamp et al. Nov 1993 A
5278539 Lauterbach et al. Jan 1994 A
5278890 Beeson, Jr. et al. Jan 1994 A
5305217 Nakamura et al. Apr 1994 A
5307399 Dai et al. Apr 1994 A
5307509 Michalon et al. Apr 1994 A
5335278 Matchett et al. Aug 1994 A
5341410 Aron et al. Aug 1994 A
5363427 Ekstrom et al. Nov 1994 A
5365573 Sakamoto et al. Nov 1994 A
5369681 Boudreau et al. Nov 1994 A
5371781 Ardon Dec 1994 A
5371898 Grube et al. Dec 1994 A
5382970 Kiefl Jan 1995 A
5386209 Thomas Jan 1995 A
5396537 Schwendeman Mar 1995 A
5396539 Slekys et al. Mar 1995 A
5398277 Martin, Jr. et al. Mar 1995 A
5404392 Miller et al. Apr 1995 A
5432841 Rimer Jul 1995 A
5450329 Tanner Sep 1995 A
5454027 Kennedy et al. Sep 1995 A
5493722 Gunn et al. Feb 1996 A
5502761 Duncan et al. Mar 1996 A
5511072 Delprat Apr 1996 A
5511110 Drucker Apr 1996 A
5517547 Ladha et al. May 1996 A
5519756 Clift May 1996 A
5526401 Roach, Jr. et al. Jun 1996 A
5528664 Slekys et al. Jun 1996 A
5530736 Comer et al. Jun 1996 A
5533094 Sanmugam Jul 1996 A
5539810 Kennedy, III et al. Jul 1996 A
5544223 Robbins et al. Aug 1996 A
5544225 Kennedy, III et al. Aug 1996 A
5546444 Roach, Jr. et al. Aug 1996 A
5574975 Hill Nov 1996 A
5579372 Åström Nov 1996 A
5586177 Farris et al. Dec 1996 A
5594740 LaDue Jan 1997 A
5594945 Lewis et al. Jan 1997 A
5596573 Bertland Jan 1997 A
5603091 Linquist et al. Feb 1997 A
5610973 Comer Mar 1997 A
5619209 Horstein et al. Apr 1997 A
5625889 Chikkaswamy et al. Apr 1997 A
5629975 Tiedemann, Jr. et al. May 1997 A
5640139 Egeberg Jun 1997 A
5648966 Kondo et al. Jul 1997 A
5652570 Lepkofker Jul 1997 A
5675371 Barringer Oct 1997 A
5678179 Turcotte et al. Oct 1997 A
5680551 Martino, II Oct 1997 A
5684858 Hartmann et al. Nov 1997 A
5686888 Welles, II et al. Nov 1997 A
5701302 Geiger Dec 1997 A
5722067 Fougnies et al. Feb 1998 A
5742668 Pepe et al. Apr 1998 A
5742905 Pepe et al. Apr 1998 A
5745867 Mills Apr 1998 A
5748104 Argyroudis et al. May 1998 A
5751789 Farris et al. May 1998 A
5754954 Cannon et al. May 1998 A
5758313 Shah et al. May 1998 A
5761621 Sainton Jun 1998 A
5767788 Ness Jun 1998 A
5777605 Yoshinobu et al. Jul 1998 A
5781612 Choi et al. Jul 1998 A
5787149 Yousefi et al. Jul 1998 A
5787357 Salin Jul 1998 A
5790631 Minarczik et al. Aug 1998 A
5794144 Comer et al. Aug 1998 A
5797097 Roach, Jr. et al. Aug 1998 A
5805997 Farris Sep 1998 A
5819184 Cashman Oct 1998 A
5822221 Groenteman Oct 1998 A
5822423 Jehnert et al. Oct 1998 A
5826195 Westerlage et al. Oct 1998 A
5845203 LaDue Dec 1998 A
5845211 Roach, Jr. Dec 1998 A
5862201 Sands Jan 1999 A
5862480 Wild et al. Jan 1999 A
5862481 Kulkarni et al. Jan 1999 A
5873043 Comer Feb 1999 A
5875863 Jarvis et al. Mar 1999 A
5878351 Alanara et al. Mar 1999 A
5884216 Shah et al. Mar 1999 A
5889474 LaDue Mar 1999 A
5898917 Batni et al. Apr 1999 A
5901142 Averbuch et al. May 1999 A
5909651 Chander et al. Jun 1999 A
5913166 Buttitta et al. Jun 1999 A
5917449 Sanderford et al. Jun 1999 A
5917886 Halkio Jun 1999 A
5918172 Saunders et al. Jun 1999 A
5920822 Houde et al. Jul 1999 A
5924026 Krishnan Jul 1999 A
5933784 Gallagher et al. Aug 1999 A
5946629 Sawyer et al. Aug 1999 A
5946630 Willars et al. Aug 1999 A
5999808 LaDue Dec 1999 A
6012013 McBurney Jan 2000 A
6012014 Koyanagi et al. Jan 2000 A
6014089 Tracy et al. Jan 2000 A
6018657 Kennedy, III et al. Jan 2000 A
6025774 Forbes Feb 2000 A
6026345 Shah et al. Feb 2000 A
6049273 Hess Apr 2000 A
6067454 Foti May 2000 A
6070070 Ladue May 2000 A
6072862 Srinivasan Jun 2000 A
6078811 Lin et al. Jun 2000 A
6078820 Wells et al. Jun 2000 A
6081514 Raith Jun 2000 A
6081546 Williamson et al. Jun 2000 A
6088431 LaDue Jul 2000 A
6094578 Purcell et al. Jul 2000 A
6097951 Ernam et al. Aug 2000 A
6108537 Comer et al. Aug 2000 A
6108540 Sonti et al. Aug 2000 A
6111539 Mannings et al. Aug 2000 A
6122514 Spaur et al. Sep 2000 A
6125275 Comer et al. Sep 2000 A
6138034 Willey Oct 2000 A
6144722 Anderson et al. Nov 2000 A
6144859 LaDue Nov 2000 A
6148202 Wortham Nov 2000 A
6150955 Tracy et al. Nov 2000 A
6151507 Laiho et al. Nov 2000 A
6154648 Comer Nov 2000 A
6154658 Caci Nov 2000 A
6161020 Kim Dec 2000 A
6163701 Saleh et al. Dec 2000 A
6169895 Buhrmann et al. Jan 2001 B1
6175732 McDaniel et al. Jan 2001 B1
6185198 LaDue Feb 2001 B1
6195546 Leung et al. Feb 2001 B1
6215404 Morales Apr 2001 B1
6233450 Seppanen May 2001 B1
6236357 Corwith May 2001 B1
6249217 Forbes Jun 2001 B1
6259781 Crouch et al. Jul 2001 B1
6263212 Ross et al. Jul 2001 B1
6282496 Chowdhary Aug 2001 B1
6285868 LaDue Sep 2001 B1
6285953 Harrison et al. Sep 2001 B1
6292669 Meuronen et al. Sep 2001 B1
6297768 Allen, Jr. Oct 2001 B1
6298232 Marin et al. Oct 2001 B1
6311056 Sandidge Oct 2001 B1
6311060 Evans et al. Oct 2001 B1
6330452 Fattouche et al. Dec 2001 B1
6353743 Karmel Mar 2002 B1
6353745 Wehrend et al. Mar 2002 B1
6363249 Nordeman et al. Mar 2002 B1
6363254 Jones et al. Mar 2002 B1
6363324 Hildebrant Mar 2002 B1
6369719 Tracy et al. Apr 2002 B1
6370135 Gardner Apr 2002 B1
6377210 Moore Apr 2002 B1
6389289 Voce et al. May 2002 B1
6393295 Butler et al. May 2002 B1
6397056 Bugnon et al. May 2002 B1
6405033 Kennedy, III et al. Jun 2002 B1
6424828 Collins et al. Jul 2002 B1
6424841 Gustafsson Jul 2002 B1
6457038 Defosse Sep 2002 B1
6476763 Allen, Jr. Nov 2002 B2
6484035 Allen, Jr. Nov 2002 B2
6487602 Thakker Nov 2002 B1
6493556 Stinson Dec 2002 B1
6493558 Bernhart et al. Dec 2002 B1
6515997 Feltner et al. Feb 2003 B1
6560456 Lohtia et al. May 2003 B1
6570532 Mise et al. May 2003 B2
6618671 Dooley et al. Sep 2003 B2
6622016 Sladek et al. Sep 2003 B1
6625461 Bertacchi Sep 2003 B1
6710738 Allen, Jr. Mar 2004 B2
6714793 Carey et al. Mar 2004 B1
6718177 Comer et al. Apr 2004 B1
6718237 Murray et al. Apr 2004 B1
6738647 Link, II May 2004 B1
6741853 Jiang et al. May 2004 B1
6741863 Chiang et al. May 2004 B1
6745041 Allison et al. Jun 2004 B2
6760580 Robinson et al. Jul 2004 B2
6771949 Corliss Aug 2004 B1
6782276 Lam et al. Aug 2004 B1
6856808 Comer et al. Feb 2005 B1
6865191 Bengtsson et al. Mar 2005 B1
6882843 Comer Apr 2005 B1
6959192 Cannon et al. Oct 2005 B1
6982656 Coppinger et al. Jan 2006 B1
7010306 Tanibayashi et al. Mar 2006 B1
20010003093 Lundin Jun 2001 A1
20010042121 Defosse et al. Nov 2001 A1
20010047244 Harrison et al. Nov 2001 A1
20010047410 Defosse Nov 2001 A1
20010054083 Defosse Dec 2001 A1
20020016829 Defosse Feb 2002 A1
20020086636 Tracy et al. Jul 2002 A1
20020110230 Leuca et al. Aug 2002 A1
20020142759 Newell et al. Oct 2002 A1
20020155844 Rankin et al. Oct 2002 A1
20020160771 Massie et al. Oct 2002 A1
20020164988 Vishwanathan et al. Nov 2002 A1
20020194387 Defosse Dec 2002 A1
20020196924 Dahari Dec 2002 A1
20030003930 Allison et al. Jan 2003 A1
20030009313 May et al. Jan 2003 A1
20030021273 Fouquet et al. Jan 2003 A1
20030022656 Hinnant, Jr. et al. Jan 2003 A1
20030054830 Williams et al. Mar 2003 A1
20030097474 Defosse May 2003 A1
20030101257 Godwin May 2003 A1
20030101262 Godwin May 2003 A1
20030119489 Mohammed Jun 2003 A1
20030119498 Haas et al. Jun 2003 A1
20030129969 Rucinski Jul 2003 A1
20030141990 Coon Jul 2003 A1
20030158650 Abe et al. Aug 2003 A1
20030182053 Swope et al. Sep 2003 A1
20030204391 May et al. Oct 2003 A1
20040029598 Guggisberg Feb 2004 A1
20040110493 Alvarez et al. Jun 2004 A1
20040142707 Midkiff et al. Jul 2004 A1
20040180678 Smith et al. Sep 2004 A1
20040203640 Molander et al. Oct 2004 A1
20050037784 Cleary Feb 2005 A1
Foreign Referenced Citations (53)
Number Date Country
37 12 324 Aug 1988 DE
0 123 456 Oct 1984 EP
0123562 Jul 1990 EP
0 624 020 Nov 1994 EP
0345818 Dec 1996 EP
0837341 Apr 1998 EP
0 855 824 Jul 1998 EP
0 924 918 Jun 1999 EP
0 959 600 Nov 1999 EP
2 363 289 Dec 2001 GB
4-96509 Mar 1992 JP
4 -96509 Mar 1992 JP
WO 9214329 Aug 1992 WO
WO9214329 Aug 1992 WO
WO9405095 Mar 1994 WO
WO 9405095 Mar 1994 WO
WO 9524791 Sep 1995 WO
WO9525407 Sep 1995 WO
WO 9525407 Sep 1995 WO
WO9526088 Sep 1995 WO
WO 9526088 Sep 1995 WO
WO 9603007 Feb 1996 WO
WO9603007 Feb 1996 WO
WO9610895 Apr 1996 WO
WO 9610895 Apr 1996 WO
WO9637079 Nov 1996 WO
WO 9637079 Nov 1996 WO
WO 9638989 Dec 1996 WO
WO9638989 Dec 1996 WO
WO 9736435 Oct 1997 WO
WO9736435 Oct 1997 WO
WO9738540 Oct 1997 WO
WO 9738540 Oct 1997 WO
WO9745991 Dec 1997 WO
WO 9745991 Dec 1997 WO
WO9806227 Feb 1998 WO
WO9819438 May 1998 WO
WO9819447 May 1998 WO
WO9827780 Jun 1998 WO
WO9926428 May 1999 WO
WO9960769 Nov 1999 WO
WO 0003532 Jan 2000 WO
WO 0017021 Mar 2000 WO
WO 0028347 May 2000 WO
WO 0036812 Jun 2000 WO
WO 0163825 Aug 2001 WO
WO 0163960 Aug 2001 WO
WO 0172068 Sep 2001 WO
WO 0180583 Oct 2001 WO
WO 0235866 May 2002 WO
WO 0319925 Mar 2003 WO
WO 2005074430 Aug 2005 WO
WO 2006014419 Feb 2006 WO
Related Publications (1)
Number Date Country
20040162673 A1 Aug 2004 US
Provisional Applications (1)
Number Date Country
60368442 Mar 2002 US
Continuations (1)
Number Date Country
Parent 10262372 Sep 2002 US
Child 10773692 US