1. Field of the Invention
The present invention relates generally to measurement of position or location by means of electromagnetic signaling and especially to a system and method for evaluating the position and associated data of a transmitter using a plurality of low frequency receivers.
2. Background of the Invention
A variety of prior art solutions seek to track the positions of shipping containers. Especially challenging are shipping containers concealed in or obscured by a stack of containers as may be encountered in a shipping yard or aboard ship. These prior art solutions include global positioning systems (GPS) and transponder ranging type systems. GPS uses weak signals that do not propagate well in non-line-of-sight environments.
Similarly, time-of-flight or transponder ranging works poorly in the non-line-of-sight environment between and around shipping containers. Delay spreads in shipping container environments often exceed 1 μs, making it extremely difficult to time signals to an accuracy of a few nanoseconds and thus range to an accuracy on the order of a meter, as described in: “Technical Report: Naval Total Asset Visibility (NTAV) Tests on the SS Curtiss, Port Hueneme, Calif., 25 Sep.-6 Oct. 2000,” by Gunderson et al.
Practitioners of the RF arts generally recognize that electromagnetic waves propagate best when a waveguide, or propagation environment has gaps at least equal to roughly a half wavelength in dimension at the frequency of propagation [J. C. Slater, Microwave Transmission, (New York: McGraw-Hill Book Company, Inc.), 1942, pp. 124-129]. Typical gap sizes between stacked containers are on the order of about 10 cm. Thus, it is generally believed that significant electromagnetic wave propagation cannot occur between stacked containers when the frequency is significantly less than 1.5 GHz.
Traditional RF practice is thus caught between the Scylla of the requirement for high frequencies to support electromagnetic wave propagation in narrow gaps and the Charybdis of high multipath and delay spreads that render traditional time-of-flight positioning technology ineffective.
Modern supply chain management practices demand precise and timely information on the status of goods in commerce. Additionally, keeping containers secure and safe from tampering is a priority throughout the supply chain. Furthermore, there are some 15 million shipping containers at present in the world. Any one of these containers could arrive in a friendly port carrying a deadly cargo. There is an immediate and significant need for a system to secure and track shipping containers. Thus there is a corresponding need for an electromagnetic communication and tracking technology that can effectively track and monitor shipping containers alone or in stacks; in yards or aboard ship and can overcome the problems associated with traditional RF technologies.
An apparatus and method for low frequency asset tracking includes a low frequency transmitter tag associated with a cargo container or other high value commodity, a plurality of receivers that detect low frequency signals, and a microprocessor that uses algorithms and/or data pertaining to the propagation characteristics of the signal to locate the position of the container or high value commodity. The tag may include sensors to monitor container properties or conditions, such as temperature, motion, intrusion, RF fields, or other properties of interest. Sensor data may be modulated on the low frequency transmitter signal.
In one embodiment, the wavelength of the low frequency signal is longer than the characteristic dimensions of the cargo container. In another embodiment, the wavelength is longer than the distance to be measured, preferably a half wavelength is longer than the distance to be measured. The long wavelength is particularly advangageous for low attenuation and for accurate resolution of distance and position.
Distance may preferably be determined by measuring and comparing two properties of the transmitted signal. In particular, E field and H field amplitude and E field and H field phase may provide accurate distance information, even when the transmitter is embedded within a stack of cargo containers.
In one embodiment, the tag also measures RF fields which may be indicative of suspicious activity, such as cell phone band RF fields, which have been used for detonating terrorist bombs.
In a further embodiment, the system includes a database of measurements of electromagnetic properties previously taken at a plurality of known positions, wherein a processing unit utilizes the database of measurements to determine the position of the transmitter.
Overview of the Invention
The present invention is directed to a Low Frequency Asset Tag Tracking system and method. The present invention enables tracking of high value assets, such as shipping containers, and data communications to and from tags associated with high value assets.
The present invention will now be described more fully in detail with reference to the accompanying drawings, in which the preferred embodiments of the invention are shown. This invention should not, however, be construed as limited to the embodiments set forth herein; rather, they are provided so that this disclosure will be thorough and complete and will fully convey the scope of the invention to those skilled in the art. Like numbers refer to like elements throughout.
Electromagnetic Wave Propagation
Ideally, electromagnetic wave propagation between parallel conducting plates requires a gap of a half wavelength or larger. The frequency corresponding to one half wavelength for the gap size represents a cutoff frequency for the gap. Frequencies higher than the cutoff frequency are passed while frequencies lower than the cutoff frequency are attenuated.
Traditional RF practice usually employs high frequencies and wavelengths much shorter than the scale of a typical propagation environment. Such RF systems operate in the “far field” where electromagnetic signals behave as radiation or waves. Behavior in the “near field” (which for purposes of the present discussion may be assumed to be within a wavelength of a transmit antenna) has traditionally been dismissed as a minor nuisance devoid of significant interest.
The present invention takes advantage of this little appreciated aspect of electromagnetic propagation. By using low frequencies with long wavelengths, the present invention exploits near field behavior including conduction and inductive coupling to not only locate but also communicate with Marine Asset Tags placed on shipping containers. These low frequency inductive and conductive modes of propagation offer lower attenuation and better signal location than traditional high frequency electromagnetic wave propagation through narrow gaps.
The low frequencies readily propagate through the narrow gaps between shipping containers in a stack, giving rise to “hot spots:” RF currents on the exterior of a stack. Hot spots may be localized using signal strength techniques, phase comparison techniques, or (preferentially) near field electromagnetic ranging. Once the locations of the hot spots have been determined, position of a shipping container may be inferred.
In the present context “low frequencies” are those with “long wavelengths.” “Long wavelengths” are wavelengths at least comparable in length to a characteristic dimension of a propagation environment. For instance, a typical propagation environment might be a stack of containers 61 meters (200 feet) across or an intermodal yard spanning 305 meters (1000 feet.) In the stack or yard environments, the present invention teaches using wavelengths comparable to the stack or yard dimensions or even longer. In one embodiment of the invention, the wavelength is longer than the dimension being resolved, i.e. the 61 meters in the case of the stack, or the 305 meters in the case of the yard. Preferably a half wavelength is longer than the distance being resolved. In an alternative embodiment, the wavelength is longer than a dimension of the container, such as the overall length, width or height to take full advantage of the low attenuation of low frequencies.
An alternate but equivalent way of describing the teachings of the present invention is in terms of the distinction between “near field” and “far field.” The boundary between “near-field” and “far-field” has been defined as close to an antenna as λ/16 and as far away as 3λ. (where λ is the wavelength) If the characteristic size or aperture (D) of an antenna is comparable to the wavelength in question (D˜λ) or greater, then the near-far field boundary may extend much further [Ref: Charles Capps, “Near Field or Far Field”, EDN Aug. 16, 2001, pp. 95-102]. The present invention teaches using antennas that are very small with respect to the wavelength of the associated signal. Typically, these antennas are one hundredth of a wavelength (D˜0.01λ) or even smaller. Thus, for purposes of understanding a Low Frequency Marine Asset Tag Tracking system, a near field antenna is well modeled as an infinitesimal dipole or loop, and the near-far boundary may be taken as the range where near fields become negligible relative to far fields, approximately λ/2=0.50λ. Thus “near-field range” is a range within approximately a half wavelength at a particular operational frequency.
In summary, the present invention teaches using low frequency, long wavelength radio waves. Equivalently, the present invention teaches using radio waves such that a propagation environment is substantially within near-field range.
Tracking Shipping Containers in Stacks
Shipping container 320 is shown as a general purpose 40 ft×8.0 ft×8.5 ft container for purposes of illustration and not limitation. The principles of the present invention will apply equally well to refrigerated shipping containers (also called “reefers”), to 20 ft long general purpose containers, or (with some modest and inconsequential changes) to any other kind of standard shipping container.
When shipping container 320 is stored in stack 202, a container above shipping container 320 (such as container 321 shown in
The Low Frequency Marine Asset Tag 350 is secured to the rear door of the shipping container such as right rear door 426. The Low Frequency Marine Asset Tag 350 occupies a space formed by cooperation of locking bars 421-424, rear corner castings 431-434, and rear corner posts 441-442. The Low Frequency Marine Asset Tag 350 is thus largely protected from crushing or other damage.
Enclosure 552 is preferentially conducting and electrically connected to shipping container 320 (shown in
Near Field Propagation Around Shipping Containers
This section considers near field propagation around stacked shipping containers for purposes of tracking shipping containers and receiving low data rate communications from shipping containers.
Computer analysis demonstrates how low frequency signals operating within near field range are ideal for localizing Low Frequency Marine assets even in the complicated propagation environment of a stack of shipping containers.
Hotspots 690 and 692 may be located using near field electromagnetic ranging. Near field electromagnetic ranging was first fully described in applicant's co-pending “System and Method for Near-Field Electromagnetic Ranging” (application Ser. No. 10/355,612; Pub. No. US 2004/0032363). This patent document is incorporated herein by reference.
Low frequency, near field signals are not only useful for localizing shipping containers, these signals also propagate readily between shipping containers making them ideal for low data rate communications links.
This result is surprising because conventional RF systems assume far field, electromagnetic wave propagation. Near field effects are generally regarded as a nuisance and ignored. By taking advantage of near field propagation and the direct conduction of signals around and between shipping containers, the present invention is able to achieve remarkable success propagating signals through a stack of conductive shipping containers and using the signals to locate the source embedded within the stack.
Detailed Description of a Low Frequency Marine Asset Tag Tracking System
The Low Frequency Marine Asset Tag 350 is preferentially a modular unit capable of supporting a variety of alternate tracking and communications modules including (for reason of illustration and not for reasons of limitation) GPS tracking module 1054, high speed data transceiver 1056, mobile phone modem 1057. Being high frequency devices, these illustrative modules can use relatively small, unobtrusive antennas.
Communications and tracking modules 1054-1057 exchange control and data signals via communications/tracking interface 1058 (also referred to as comms/tracking interface 1058). Comms/tracking interface 1058 preferentially supports a variety of alternate communications and tracking modules. Comms/tracking interface 1058 conveys signals intermediate communications and tracking modules 1054-1057 and microprocessor 1059. Comms/tracking interface 1058 may include wired, wireless, or other links to communications and tracking modules 1054-1057.
Microprocessor 1059 includes input/output capability, memory and/or data storage capability, and processing capability. Preferentially, microprocessor 1059 also includes the ability to monitor data from sensor net 1065, apply rules, and react to data from sensor net 1065. Microprocessor 1059 can convey data, alarms, alerts, or status information via comms/tracking interface 1058 to a communication and tracking module such as low frequency transceiver 1055. Microprocessor 1059 can store and allow retrieval of other information including for instance invoices, bills of lading, material safety data, and sensor logs.
Sensor interface 1060 exchanges control and data signals intermediate a sensor net 1065 and a microprocessor 1059. Sensor interface 1060 may include wired or wireless links to sensor net. Sensor interface 1060 is preferentially compatible with IEEE 1451.2 or similar such protocols for data exchange. Preferentially, sensor interface 1060 enables a modular approach to sensor net 1065 in which a wide variety of sensors may be selected to fulfill a variety of desired missions, including container security, container surveillance, container integrity, and container safety.
Sensor net 1065 includes a variety of sensors. For purposes of illustration and not limitation, first sensor 1061 might detect whether left rear door 425 or right rear door 426 (as shown in
The Low Frequency Marine Asset Tag 350 is preferentially capable of entering a low power or dormant state to preserve the life of battery 1053. Optimally, a Low Frequency Marine Asset Tag 350 will wake to an active state upon appropriate stimuli from a sensor or from and external control signal.
Although a Low Frequency Marine Asset Tag 350 is shown as an integral unit contained within an enclosure 1052, in alternate embodiments the functionality of Low Frequency Marine Asset Tag 350 may be dispersed or distributed in various location through out a shipping container 320.
Operation of a Low Frequency Marine Asset Tag Tracking System in a Network
First container 1121, second container 1122, third container 1123, and fourth container 1124 cooperate to form container stack 1110. Container stack 1110 comprises four containers for reasons of illustration and not limitation—the teachings of the present invention are applicable to stacks of significantly larger sizes.
Referring to
First LFRX 1171 receives first signal 1181 from Low Frequency Marine Asset Tag 1151. Second LFRX 1172 receives second signal 1182 from Low Frequency Marine Asset Tag 1151. Third LFRX 1173 receives fifth signal 1185 from Low Frequency Marine Asset Tag 1151. Fourth LFRX 1174 does not receive a signal from Low Frequency Marine Asset Tag 1151.
Receiving LFRXS 1171-1173 convey status data received from Low Frequency Marine Asset Tag 1151 to a local data center 1180 via links 1191-1194. Links 1191-1194 may be via wireless, wired, or other transmission means. Receiving LFRXS 1171-1173 also convey signal characteristics of first signal 1181, second signal 1182, or fifth signal 1185 to a local data center 1180 via links 1191-1193. These signal characteristics may include signal strength, phase information, and/or the results of a comparison between two or more signal characteristics. One comparison of particular value is a comparison of electric and magnetic field phase.
Local data center 1180 may use signal characteristics to identify the location of Low Frequency Marine Asset Tag 1151 and associated shipping container 1121. In addition, local data center 1180 may store, analyze, or report status data pertaining to Low Frequency Marine Asset Tag 1151.
Similarly, second LFRX 1172 receives third signal 1183 from Low Frequency Marine Asset Tag 1153. Third LFRX 1173 receives fourth signal 1184 from Low Frequency Marine Asset Tag 1153. Fourth LFRX 1174 receives sixth signal 1186 from Low Frequency Marine Asset Tag 1153. First LFRX 1171 does not receive a signal from Low Frequency Marine Asset Tag 1153.
Signals may include a periodic confirmation (or “heartbeat” signal) that all is well with Low Frequency Marine Asset Tag 1153, or an alarm or alert condition.
Receiving LFRXs 1172-1174 convey status data received from Low Frequency Marine Asset Tag 1153 to a local data center 1180 via links 1192-1194. Links 1192-1194 may be via wireless, wired, or other transmission means. Receiving LFRXs 1172-1174 also convey signal characteristics of third signal, fourth signal 1184, and sixth signal 1186 to a local data center 1180 via links 1192-1194. These signal characteristics may include signal strength phase information and/or the results of a comparison between two or more signal characteristics. One comparison of particular value is a comparison of electric and magnetic field phase. Local data center 1180 may use signal characteristics to identify the location of Low Frequency Marine Asset Tag 1153 and associated shipping container 1123. In addition, local data center 1180 may store, analyze, or report status data pertaining to Low Frequency Marine Asset Tag 1153.
LFRXs such as LFRXs (1171-1174) may include a transmit capability to send control signals or other useful data to Low Frequency Marine Asset Tags such as (1151-1154). In alternate embodiments this transmit capability may include a high speed data link suitable for rapid exchanges of invoices, sensor logs, transmission schedules, handshaking, security, encryption keys, or other useful data.
A Low Frequency Marine Asset Tag Tracking System may employ a wide variety of relatively narrowband signals. For instance, a Low Frequency Marine Asset Tag Tracking System might use a modulation bandwidth of 300 Hz to support over a thousand channels at frequencies within the AM broadcast band (510-1705 kHz). Additional capacity to allow tracking many tags may be obtained by employing time division access in which short transmissions occur at a low duty cycle. Transmissions may be either coordinated and scheduled, or at random times, relying on a low probability of signal collision to achieve multi-user access.
Detail of a Near Field Receiver (LFRX)
Low frequency transceiver 1275, is preferentially a near field electromagnetic ranging transceiver. In alternate embodiments, low frequency transceiver 1275 is any transceiver capable of operating at low frequencies using signal strength, phase comparison, or other techniques to localize hot spots on the exterior of a stack, allowing localization of a shipping container.
In one embodiment, the low frequency receiver 1275 includes an H field receiver responseive to an H field antenna 1298 and an E field receiver responsive to an E field antenna 1299. The E field and H field receivers may measure signal properties such as signal amplitude and phase. The system may then compare E and H field amplitude or may compare E and H field phase to determine distance between the transmitter and receiver. Multiple receivers at known positions may be used to determine position of the transmitter by triangulation using the multiple distance measurements. Further details on the use of low frequency signals for distance determination and positioning may be found in U.S. patent application Ser. No. 10/355,612; Pub. No. US 2004/0032363, Titled “System and Method for Near-Field Electromagnetic Ranging” Filed Jan. 31, 2003 by Schantz, which is incorporated herein by reference in its entirety.
High speed data transceiver 1276 may be an 802.11b, 802.11a, 802.11g, or any other suitable high speed data transceiver. High speed data transceiver 1276 preferentially operates in a line-of-sight or near line-of-sight environment, for instance when shipping container 1121 is enters into a facility in which Low Frequency Marine Asset Tag Tracking System 1100 is present or on board a ship on which Low Frequency Marine Asset Tag Tracking System 1100 is present. High speed data transceiver 1276 may also operate in non-line-of-sight environments.
Video camera 1277 allows monitoring of an area within which Low Frequency Marine Asset Tag Tracking System 1100 has been deployed. In the event of an alarm or alert condition, review of images from video camera 1277 may allow an alarm or alert to be diagnosed and status of a shipping container to be verified.
Microprocessor 1279 may include input/output capability, memory and/or data storage capability, and processing capability. Preferentially, microprocessor 1279 also includes the ability to monitor data from low frequency transceiver 1275, high frequency data link 1276, and video camera 1277. Preferentially, microprocessor 1279 further processes and reacts to data. Additionally microprocessor 1279 conveys pertinent data to local data center 1180 intermediate network interface 1278.
Detail of a Near Field Transceiver
Detail of an Electromagnetic Sensor
Terrorists often prefer to detonate a device remotely using a cell phone or similar triggering mechanism. Thus, it is desirable to detect an active transceiver within a shipping container. To meet this need, the present invention teaches use of an electromagnetic sensor.
Near Field Electromagnetic Ranging For Purposes Of Positioning
The present invention relates generally to measurement of position or location by means of electromagnetic signaling and especially to a system and method for evaluating a position of a trasmitter (or “beacon”) with respect to a plurality of receivers (or “trackers”). Alternatively, the present invention describes a means for determining a position of a receiver (or “tracker”) with respect to a plurality of transmitters (or “beacons”). The present invention may be advantageously used as part of a more general system for determining position (range and bearing) or for tracking (determining position in near real time). In addition, the present invention aims to determine position or location of goods in commerce or other assets using low frequency positioning techniques (near field electromagnetic ranging). Furthermore, the present invention discloses techniques for monitoring and ensuring the safety and security of goods in commerce and other assets.
Near field electromagnetic ranging comprises a family of techniques for determining location or position of a transmitter within approximately a half wavelength of a transmitter. These techniques typically involve a comparison between or among one or more near field properties to generate a solution or result. Near field properties may include the amplitude and/or phase of electric and/or magnetic field components in various directions. Near field electromagnetic ranging was first fully described in applicant's co-pending “System and Method for Near Field Electromagnetic Ranging,” Filed Jan. 31, 2003, Ser. No. 10/355,612, published as Pub. No. US 2004/0032363 A1, to Schantz et al. This document has been incorporated herein by reference.
The electromagnetic behavior exploited by near field electromagnetic ranging can be impacted by the complexity of a propagation environment. Large metal objects or structures in a particular environment can alter or perturb the behavior of near field signals. For accurate positioning, a near field electromagnetic ranging system may require a calibration process. Calibration data is collected at known positions throughout a propagation environment. Then, the resulting database of calibration data may be used in conjunction with the results of a near field electromagnetic ranging measurement in order to generate a more accurate position or location. Calibration of near field electromagnetic ranging was first fully described in applicant's co-pending “Near Field Electromagnetic Positioning System and Method,” Filed Oct. 4, 2004, Ser. No. 10/958,165, published as Pub. No. US 2005/0046608 A1 to Schantz et al. This document has been incorporated herein by reference.
The present invention seeks to measure position or location in the challenging propagation environment in and around storage areas for goods in commerce. These challenging propagation environments may include propagation around stacked cargo containers either on board a ship, or in ports or other storage facilities. These challenging propagation environments may further include propagation in warehouses, storage yards, supply depots, or other locations where goods or assets are stored.
Specific applications have been presented solely for purposes of illustration to aid the reader in understanding a few of the great many contexts in which the present invention will prove useful. It should also be understood that, while the detailed drawings and specific examples given describe preferred embodiments of the invention, they are for purposes of illustration only, that the system and method of the present invention are not limited to the precise details and conditions disclosed and that various changes may be made therein without departing from the spirit of the invention.
This application is a continuation in part of applicant's “System and Method for Near-Field Electromagnetic Ranging” application Ser. No. 10/355,612; Pub. No. US 2004/0032363, filed Jan. 31, 2003, which claims the benefit of Provisional Application 60/404,602, filed Aug. 19, 2002 and Provisional Application 60/404,604 filed Aug. 19, 2002; this application also claims the benefit of provisional application U.S. 60/607,824 filed Sep. 8, 2004; This application is also a continuation in part of “Near Field Electromagnetic Positioning System and Method,” Filed Oct. 4, 2004, Ser. No. 10/958,165, published as Pub. No. US 2005/0046608 A1 to Schantz et al.; said Ser. No. 10/958,165 is also a continuation in part of said 10/355,612; said 10/958,165 also claims the benefit of 60/562,413 filed 40/15/2004 by Schantz; all of the above applications are incorporated herein by reference in their entirety.
The U.S. Government has a paid up license in this invention and the right in limited circumstances to require the patent owner to license others on reasonable terms as provided for by the terms of contract NBCHC040063 awarded by Dept. of Homeland Security, Advanced Research Projects Agency.
Number | Name | Date | Kind |
---|---|---|---|
716134 | Stone | Dec 1902 | A |
716135 | Stone | Dec 1902 | A |
749436 | DeForest | Jan 1904 | A |
758517 | DeForest | Apr 1904 | A |
899272 | Stone | Sep 1908 | A |
961265 | Stone | Jun 1910 | A |
984108 | Roos | Feb 1911 | A |
1183802 | DeForest | May 1916 | A |
1297313 | Bellini | Mar 1919 | A |
1342257 | Erskine-Murray et al. | Jun 1920 | A |
1357210 | Robinson | Oct 1920 | A |
1639667 | Ranger | Aug 1927 | A |
1692051 | Patterson | Oct 1928 | A |
1717679 | Goldschmidt et al. | Jun 1929 | A |
1741282 | Busignies | Dec 1929 | A |
1750668 | Green | Mar 1930 | A |
1828531 | Gage | Oct 1931 | A |
1839290 | Bailey | Jan 1932 | A |
1892758 | Winkler et al. | Jan 1933 | A |
1900292 | Lieb | Mar 1933 | A |
1939685 | Gage | Dec 1933 | A |
1939686 | Gage | Dec 1933 | A |
1942526 | Willoughby | Jan 1934 | A |
1945952 | Nicolson | Feb 1934 | A |
1961757 | Gage | Jun 1934 | A |
1991443 | Becker | Feb 1935 | A |
1991473 | Taylor | Feb 1935 | A |
2003933 | Greig | Jun 1935 | A |
2134535 | Runge | Oct 1938 | A |
2134716 | Gunn | Nov 1938 | A |
2160135 | Fritz | May 1939 | A |
2170835 | Simon | Aug 1939 | A |
2198113 | Holmes | Apr 1940 | A |
2204206 | Brunner | Jun 1940 | A |
2207267 | Plaistowe | Jul 1940 | A |
2208378 | Luck | Jul 1940 | A |
2213273 | Earp | Sep 1940 | A |
2213874 | Wagstaffe | Sep 1940 | A |
2234587 | Budenbom | Mar 1941 | A |
2234654 | Runge | Mar 1941 | A |
2248727 | Strobel | Jul 1941 | A |
2255659 | Gage | Sep 1941 | A |
2284475 | Plebanski | May 1942 | A |
2284812 | Gage | Jun 1942 | A |
2314029 | Bond et al. | Mar 1943 | A |
2314883 | Herson | Mar 1943 | A |
2408039 | Busignies | Sep 1946 | A |
2408048 | Deloraine et al. | Sep 1946 | A |
2419946 | Edwards et al. | May 1947 | A |
2423437 | Budenbom | Jul 1947 | A |
2437695 | Jansky | Mar 1948 | A |
2470787 | Nosker | May 1949 | A |
2524768 | Clark | Oct 1950 | A |
2539413 | Fischer | Jan 1951 | A |
2586342 | Jarvis | Feb 1952 | A |
2651774 | Earp | Sep 1953 | A |
2666038 | Hinman, Jr. | Jan 1954 | A |
2949603 | Logue | Aug 1960 | A |
3025522 | Steiner | Mar 1962 | A |
3133244 | Wojtulewicz | May 1964 | A |
3199101 | Hansel | Aug 1965 | A |
3243812 | Williams | Mar 1966 | A |
3594633 | Barringer et al. | Jul 1971 | A |
3763419 | Barringer | Oct 1973 | A |
3936728 | Ghosh et al. | Feb 1976 | A |
3983474 | Kuipers | Sep 1976 | A |
4017858 | Kuipers | Apr 1977 | A |
4045799 | Dapiran | Aug 1977 | A |
4314251 | Raab | Feb 1982 | A |
4394831 | Egli et al. | Jul 1983 | A |
4396885 | Constant | Aug 1983 | A |
4622644 | Hansen | Nov 1986 | A |
4728959 | Maloney et al. | Mar 1988 | A |
4757315 | Lichtenberg et al. | Jul 1988 | A |
4788548 | Hammerquist | Nov 1988 | A |
4849692 | Blood | Jul 1989 | A |
4945305 | Blood | Jul 1990 | A |
5541608 | Murphy et al. | Jul 1996 | A |
5600330 | Blood | Feb 1997 | A |
5627517 | Theimer et al. | May 1997 | A |
5724047 | Lioio et al. | Mar 1998 | A |
5744953 | Hansen | Apr 1998 | A |
5767669 | Hansen | Jun 1998 | A |
5774876 | Wooley et al. | Jun 1998 | A |
5790076 | Sypniewski | Aug 1998 | A |
5804810 | Wooley et al. | Sep 1998 | A |
5892441 | Wooley et al. | Apr 1999 | A |
5955982 | Moulin | Sep 1999 | A |
5959568 | Wooley | Sep 1999 | A |
5977913 | Christ | Nov 1999 | A |
5999131 | Sullivan | Dec 1999 | A |
6026304 | Hilsenrath | Feb 2000 | A |
6064339 | Wax et al. | May 2000 | A |
6084551 | Aslan | Jul 2000 | A |
6104344 | Wax et al. | Aug 2000 | A |
6108557 | Wax et al. | Aug 2000 | A |
6112095 | Wax et al. | Aug 2000 | A |
6154657 | Grubeck et al. | Nov 2000 | A |
6172499 | Ashe | Jan 2001 | B1 |
6249680 | Wax et al. | Jun 2001 | B1 |
6282426 | Wang et al. | Aug 2001 | B1 |
6369564 | Khalfin et al. | Apr 2002 | B1 |
6411104 | Uesaka et al. | Jun 2002 | B1 |
6427079 | Schneider et al. | Jul 2002 | B1 |
6456239 | Werb et al. | Sep 2002 | B1 |
6496701 | Chen et al. | Dec 2002 | B1 |
6528991 | Ashe | Mar 2003 | B2 |
6552661 | Lastinger et al. | Apr 2003 | B1 |
6624626 | Khalfin | Sep 2003 | B2 |
6674403 | Gray et al. | Jan 2004 | B2 |
6691074 | Moriya et al. | Feb 2004 | B1 |
20040070534 | Halsey et al. | Apr 2004 | A1 |
20060109106 | Braun | May 2006 | A1 |
20070001854 | Chung et al. | Jan 2007 | A1 |
20070152826 | August et al. | Jul 2007 | A1 |
Number | Date | Country | |
---|---|---|---|
20060192709 A1 | Aug 2006 | US |
Number | Date | Country | |
---|---|---|---|
60607824 | Sep 2004 | US | |
60562413 | Apr 2004 | US | |
60404604 | Aug 2002 | US | |
60404602 | Aug 2002 | US |
Number | Date | Country | |
---|---|---|---|
Parent | 10355612 | Jan 2003 | US |
Child | 11215699 | US | |
Parent | 11215699 | US | |
Child | 11215699 | US | |
Parent | 10958165 | Oct 2004 | US |
Child | 11215699 | US |