Deployable passive broadband aircraft tracking

Abstract
In a first, preferred embodiment of the present invention, integrated tracking is provided using passive broadband. The invention takes the system for deployable passive broadband detection and extends it by incorporating the capability to decode position for ADS-B, SSR multilateration, and broadband multilateration. In a second embodiment, validation of a self-reported position is provided. The invention takes the system for deployable passive broadband detection and extends it by incorporating the capability to decode self-reported position for ADS-B, and compare it to line of calculated position, or line of precision, derived from multilateration techniques applied to various signals received from the aircraft. In a third embodiment, validation of a self-reported ADS-B position using independent surveillance is provided by the system.
Description
FIELD OF THE INVENTION

The present invention relates to the field of aircraft and ground vehicle tracking and surveillance. In particular, the present invention is directed towards techniques for using multilateration and bilateration as a backup and validation for ADS-B aircraft tracking and as a portable or deployable tracking system for military and security purposes.


BACKGROUND OF THE INVENTION

Despite ongoing concerns about security, demand for air travel is forecast to continue at an extraordinary rate in both mature and developing markets. In the USA, the NGATS program forecasts that passenger numbers will increase by up to 140% over the next 20 years with aircraft movements increasing up to three-fold, depending on the mix of small and larger aircraft. See, e.g., Next Generation Air Transport System Integrated Plan, JPDO, December 2004, incorporated herein by reference. In Europe, the SESAR Consortium predicts similar challenges, with the number of flights predicted to increase by 150% over the same period. See, e.g., SESAR Definition Phase Deliverable for Air Transport Framework—The Current Situation, SESAR Consortium 2006, incorporated herein by reference. In developing markets such as China, Asia-Pacific and South America the growth is expected to be even greater. See, e.g., Boeing Current Market Outlook 2006, incorporated herein by reference.


From an ATM perspective, the result will be around twice as many commercial aircraft travelling a more complex network of point-to-point and hub-and-spoke routes to an increasing number of airports. In turn, this will require reduced separation and flexible route planning, which will place significant pressure on improved performance from ATC systems and surveillance technologies.


There is general agreement that Automatic Dependent Surveillance—Broadcast (ADS-B) will play a significant role at the core of future civil aviation surveillance infrastructure and, following some years of pilot programs (including CAPSTONE in USA, the Bundaberg Trials in Australia, and CASCADE/CRISTAL in Europe) and discussions about standards and technologies, major ADS-B deployment programs are now in progress, including the Australian Upper Airspace Program and the FAA's NAS-Wide ADS-B Program.


ADS-B uses new on-board avionics subsystems which incorporate GNSS positioning systems (e.g., GPS or alternatives such as Europe's Galileo), an interface to flight management systems, and a transponder to broadcast aircraft position and supplementary information on a regular basis. This approach offers a number of benefits, especially when compared to traditional radar alternatives:

    • The ground infrastructure required to determine aircraft position is relatively cheap, consisting of radio receivers able to detect and decode the messages within line-of-sight of the transmitting aircraft and up to 250 nm distant from the aircraft.
    • The resulting data is generally extremely accurate (potentially within tens of meters), of high integrity, and with an update rate far exceeding that obtained from radar.
    • ADS-B architecture is two-way, which allows aircraft to receive position and other information directly from other aircraft or from ground based (TIS-B and FIS-B) infrastructure, to provide rich cockpit information and enable new cockpit-based applications.


These benefits present an overwhelmingly compelling case for ADS-B deployment, however there are a number of challenges, which must be addressed for ADS-B to be adopted as a primary or sole surveillance solution in order that the benefits can be completely realized.


Firstly, ADS-B requires new equipment on-board each aircraft and, while incremental costs of ADS-B equipage for new aircraft is small, the costs to retrofit existing aircraft, including certification costs and the opportunity costs of the associated operational downtime, are significant. As a result, even with new rules and mandates being introduced, it will be many years until equipage levels are such that ADS-B can be used as a platform for consistent and universal aircraft separation. See, e.g., Paper to RTCA Spring Forum—Mitre Corporation, May 2005, incorporated herein by reference. The FAA ADS-B program assumes that, even with rulemaking support, it will be 2020 until all large commercial aircraft are equipped.


Secondly, the transition from radar to ADS-B will need to address issues of data integrity and validation before ANSP's can undertake safety-critical separation services using position information derived no longer from their own radar infrastructure but from information provided directly from the aircraft avionics. It seems likely that, even if the safety case supports ADS-B-only surveillance, issues of governance and responsibility will require ANSP's to establish an independent means of backup and validation for ADS-B and the associated business case will be significantly impacted if this backup system must rely only on ongoing use of radar infrastructure. Encrypting ADS-B has been proposed as a means to validate ADS-B, but this technique does not support backup surveillance. See, e.g., Digital Avionics Systems Conference (DASC)—Sensis, October 2006, incorporated herein by reference.


Thirdly, surveillance based on the broadcast of self-reported aircraft position raises security issues, both in terms of the ease with which aircraft can be tracked from the ground by almost anyone, using low-cost and readily available ADS-B decoding units, and also by the potential for an aircraft to knowingly mislead a surveillance system by spoofing its position information and appearing to be in a position other than the position at which it is actually located. In May 2006, the potential vulnerabilities to spoofing were described in a letter from the Australian Civil Aviation Authority's former Chairman to the Australian Government's Minister for Transport and Regional Services, which highlighted the potential for malicious or capricious actions, stating that “any electronics boffin, using a second-hand or ‘borrowed’ transponder from a small GA aircraft connected to a $5 data lead, a $5 aerial and a laptop computer, can create ten, twenty or even fifty false aircraft on an air traffic controller's screen.” See: Open letter from Mr Dick Smith to Australian Minister for Transport and Regional Services—May 2006 6, incorporated herein by reference


Finally, the introduction of ADS-B surveillance will require the finalization and global adoption of a significant new body of associated standards for both aircraft and ground domains. See, e.g., Reference Safety, Performance and Interoperability Requirements Document for ADS-B-NRA Application—ED 126 Draft. EUROCAE, August 2006, incorporated herein by reference.


It can be argued that multilateration techniques can be purposefully, economically, and effectively integrated into an ADS-B surveillance infrastructure to mitigate these issues and to enable a faster, more comprehensive, and more cost-effective ADS-B implementation.


In doing so, the term “Extended ADS” (ADS-X) is sometimes used to describe this integrated approach, as it avoids the traditional and, unhelpful tendency to compare ADS-B and multilateration techniques and the implication that we are somehow choosing between the two technologies.


Multilateration systems use triangulation techniques to determine the source of transponder emissions by analyzing the time difference of arrival (TDOA) of those signals at a network of receiving ground stations with three or four stations required to receive each signal in order for the central processor to determine a triangulation outcome.


These systems are well-proven around the world in Advanced Surface Movement and Ground Control Systems (A-SMGCS) applications in airports including Copenhagen, Prague, Madrid, London, Paris, Atlanta and St Louis and they have also been successfully deployed as ground-based height monitoring units to support RVSM implementation by verifying the performance of barometric altimeters in dense airspace.


A recent report for Eurocontrol on Wide Area Multilateration (WAM) concludes that “Where coverage exists a WAM system will generally outperform MSSR for accuracy” and, with respect to costs found that “The hardware costs of a WAM system are (very roughly) around 50% of those of an SSR system” and “The maintenance cost of WAM systems will be much lower than MSSR as there are no rotating mechanical parts. A 6 monthly maintenance check at each site to maintain ancillary equipment such as UPS systems may be required; otherwise there is very little to do.” See, Wide Area Multilateration, Report on EATMP TRS 131/04, Eurocontrol 2005, incorporated herein by reference.


As a result, multilateration is seen as a cost-effective and high performance solution for terminal area and en-route surveillance in countries as diverse as Taiwan, Mongolia, the Czech Republic and Australia.


Furthermore, the ground stations of all commercially proven multilateration systems are also full-featured, standards-compliant ADS-B ground stations, which means that such a system is able to not only receive and decode self-reported position information, but can also triangulate on the source of the message to derive an independent position report for the same aircraft. This presents a number of opportunities in addressing ADS-B implementation challenges.


Triangulation or multilateration systems using time difference of arrival (TDOA) processing are used to track aircraft in local, regional and wide areas. These systems generally need pulse transmissions from the aircraft, which have sufficiently fast rise times in order to make a consistent time reference on the signal.


Pulse transmission systems, having sufficiently fast rise times are generally higher frequency signals, L-band or above (generally higher than 900 MHz), with sufficient bandwidth to provide the fast rise time.


Signals with sufficient frequency and bandwidth include secondary surveillance radar systems (SSR), including Mode A, Mode C, Mode S, and ADS-B.


Companies fielding triangulation systems for SSR include Sensis Corporation and ERA Systems Corporation.


While SSR signals are used for multilateration on the 1090 MHz frequency, there are others that use TDOA processing of other aircraft signals on different frequencies.


One of these is the VERA-E system manufactured by ERA Systems Corporation, assignee of the present application, and illustrated in FIGS. 1 through 4. This system is used to track aircraft over wide areas using broadband methods. Essentially the broadband aspect is achieved by using a series of antennas and receiver systems interconnected as illustrated in FIG. 4. Each sub system handles a subset of frequencies in an overall range of 1 GHz to 20 GHz. The system has the following features and capabilities:


Covertness—electronic and physical


Exploitation of electronic warfare countermeasures


Long range of detection (radio horizon is main limitation)


Tracking and Electronic Intelligence (ELINT) providing covert IFF capability


Excellent Tracking Accuracy


Coverage of both land and surface targets


Cost effective systems acquisition and life cycle cost.



FIG. 1 illustrates a deployable Broadband Receiver Unit Manufactured by ERA a.s. FIG. 2 is a close-up view of a VERA E Antenna. FIG. 3 shows a VERA E receiver unit shown on a transport for deployment. FIG. 4 illustrates VERA E architecture. Referring to FIG. 4, signals may be input from a plurality of antennas 405 comprising antennas 410, 415, 420, 430, and 425. Antenna 410 may comprise an FE SIF antenna whose input is fed to a SIF/TACAN (Selective Identification Feature/Tactical Air Navigation) receiver 445. The inputs from antennas 415, 420, 425, 430, and 435 are fed to radar band receivers 450 and 455.


The output of SIF/TACAN receiver 445 and the outputs of radar band receivers 450 and 455 are fed to a video switch and interface 460. The output of video switch and interface 460 and radar band receiver 450 is fed to the CPS system 485. Control and commands from the CPS system 490 are fed to datalink subsystem 465, which in turn comprises a plurality of data links 470, 475, and 480. The output of data link subsystem 465 in turn controls video switch and interface 460. Control and commands from CPS 490 also control radar band receivers 450 and 455 along with video switch interface 460 and SIF/TACAN receiver 445.


SUMMARY OF THE INVENTION

In a first, preferred embodiment of the present invention, integrated tracking is provided using passive broadband. The invention takes the system for deployable passive broadband detection and extends it by incorporating the capability to decode position for ADS-B, SSR multilateration, and broadband multilateration.


In this embodiment the aircraft transmits a signal, which is received at a minimum of three stations. The signals include all pulse and high bandwidth signals emanating from the aircraft including but not limited to UAT, DME, TACAN, SSR, Mode S, ADS-B, Pulse Radar, Weather Radar, Communications, and Military Radar.


It is assumed that ADS-B is transmitted by the aircraft and is received by at least one ground station. All ground stations receive all other transmissions be they UAT, DME, TACAN, SSR, Mode S, ADS-B, Pulse Radar, Weather Radar, Communications, or Military Radar.


The comparator compares the ADS-B reported position with a line of precision or a triangulated position from any high frequency signal emanating from the aircraft be it UAT, DME, TACAN, SSR, Mode S, ADS-B, Pulse Radar, Weather Radar, Communications, or Military Radar, and provides the following information to the user:


1) ADS-B self reported position


2) Validated position and identification based on transponder/SSR information


3) Validated position and identification, if available, from all other high frequency signals


4) Information about the validity and integrity of the data, especially the ADS-B self-reported position.


Therefore, the system is capable of tracking aircraft whether or not they have ADS-B, operating transponders, or other high frequency avionics devices.


In a second embodiment, validation of a self-reported position is provided. The invention takes the system for deployable passive broadband detection and extends it by incorporating the capability to decode self-reported position for ADS-B, and compare it to line of calculated position, or line of precision, derived from multilateration techniques applied to various signals received from the aircraft.


In this embodiment the aircraft 100 emits an ADS-B position report along with associated quality and integrity information (NIC/NAC/SIL) 110, 120 and this signal is received at one or more of the stations and is decoded and made available for onward processing to the ATC system 140.


Simultaneously, the same signal and/or other signals emitted by the aircraft are received at a number of stations and a position, or line of precision, is calculated using multilateration techniques. Equivalent measures of data quality and integrity are derived for this information based on the known geometry of the stations and the number of receiving stations, amongst other factors.


Data from the two sources is compared and the “Figure Of Merit” (FOM) for the ADS-B self-reported position is adjusted to reflect the additional information now available to assess the report validity. Optionally an alert may also be raised.


In a third embodiment, independent surveillance position determination and validation of a self-reported ADS-B position are provided for a target under surveillance. The invention uses passive range and passive bearing or Angle of Arrival measurement techniques to determine an independent surveillance position for targets under surveillance and compares the self-reported ADS-B position to the independent surveillance position.


In this third embodiment the aircraft emits an ADS-B position report along with associated quality and integrity information (NIC/NAC/SIL) and this signal is received at one or more of the receivers and is decoded and made available for onward processing to the ATC system.


Simultaneously, the same signal, and/or other signals emitted by the aircraft, are received at a one or more receivers and a independent surveillance position is calculated using passive range and Angle of Arrival measurement techniques. Equivalent measures of surveillance data quality and integrity are derived for independent surveillance position information based on the known geometry of the stations and the number of receiving stations, range error, and angle error, amongst other factors.


The self-reported ADS-B position and independent surveillance position are compared and the “Figure Of Merit” (FOM) for the self-reported ADS-B position is adjusted to reflect the additional information now available to assess the report validity. Optionally an alert may also be raised.


In this third embodiment, the system is implemented as a ground fixed system with one or more receivers or a mobile system with one receiver that is installed on an aircraft or ground vehicle. Vehicles are provided a means to independently determine position and validate ADS-B position reports transmitted by other vehicles.





BRIEF DESCRIPTION OF THE DRAWINGS


FIG. 1 shows a deployable broadband receiver unit manufactured by ERA Systems Corporation.



FIG. 2 is a close-up of a VERA E antenna.



FIG. 3 shows a VERA E receiver unit on transport for deployment.



FIG. 4 is a block diagram illustrating VERA E architecture.



FIG. 5 is a graph indicating coverage of “SSR-visible” aircraft (i.e., Aircraft with operational transponders) in an ADS-X network, and how the network provides SSR-equivalent coverage independent of the speed of the ADS-B transition.



FIG. 6 is a map indicating en route coverage that might be expected from single ADS-B sensors located at four mid-west USA airports (Cincinnati, Louisville, Indianapolis and Columbus).



FIG. 7 is a map indicating ADS-X coverage for the same four sensors, with the wider ADS-B coverage area enhanced with a core area where an independent multilateration position could be derived from the same four sensors, in this case with no additional cost or infrastructure.



FIG. 8 is a diagram illustrating an example of an ADS-B message received at two separate ADS-X ground stations and, while this is not sufficient to determine a 3-d position in space, it is, when combined with barometric altitude information, sufficient to determine a line of precision on which the aircraft must be located.



FIG. 9 is a block diagram of a first embodiment of the present invention, where the system for deployable passive broadband detection is extended by incorporating the capability to decode position for ADS-B, SSR multilateration, and broadband multilateration.



FIG. 10 is a block diagram of a second embodiment of the present invention, which takes the system for deployable passive broadband detection and extends it by incorporating the capability to decode self-reported position for ADS-B, and compare it to line of calculated position, or line of precision, derived from multilateration techniques applied to various signals received from the aircraft.



FIG. 11 is a block diagram of the third embodiment of the present invention, which shows a passive ranging and passive Angle of Arrival ground-based surveillance system and vehicle-based surveillance system that provides the capabilities to decode self-reported ADS-B position, determine independent surveillance position of an ADS-B target using passive ranging and passive Angle of Arrival measurement techniques, and validate self-reported ADS-B position using the independent surveillance position.





DETAILED DESCRIPTION OF THE INVENTION

As multilateration techniques can be applied to existing (Mode A, Mode C, Mode S) transponder signals, the network of ground stations is able to determine the position of aircraft without the need for new avionics. This allows ANSPs to deploy the next generation, low cost technologies without the need for a contentious early mandate for equipment retrofit while still potentially avoiding the need to replace SSR systems.



FIG. 5 is a graph indicating coverage of “SSR-visible” aircraft (i.e., aircraft with operational transponders) in an ADS-X network, and how the network provides SSR-equivalent coverage independent of the speed of the ADS-B transition. As illustrated in this graph, at the present time, aircraft with ADS-B equipment comprise a minority of aircraft in service, perhaps around 20%. Over the next 15 years, more and more aircraft will be provided with ADS-B equipment as illustrated in this projection. However, even 15 years from implementation, a significant minority (around 20%) are projected to not have ADS-B equipment installed, unless such equipment is mandated by the FAA or other government agency. Thus, relying upon ADS-B alone for aircraft tracking may not be safe, practical, or feasible. Multilateration provides a means of filling in these gaps by tracking non-ADS-B equipped aircraft.


The second ADS-B implementation challenge, i.e., the need for independent backup and validation of ADS-B self-reported position, is also addressed by the inclusion of multilateration capability in the ADS-B network, as each ADS-B position report is validated in real-time by TDOA triangulation. As an analogy, this is similar to independently comparing the return address shown at the top of a letter with the postmark on the envelope containing the message to assess the validity of that message.


The FAA, in an industry briefing, has both confirmed the need for a backup and validation system for ADS-B and has identified and short listed three candidate strategies to address this requirement. See, e.g., FAA Surveillance and Broadcast Services Industry Day 2—August 2006, incorporated herein by reference. The first candidate strategy relies on the continued use of a (reduced) SSR (Secondary Surveillance Radar) network, which is likely to have a significant impact on the economics of the overall program. The intent of ADS-B was to supplant or replace the aging SSR system presently in use. Maintaining the existing SSR system in tandem with ADS-B does not achieve any cost savings, and in fact, merely adds additional costs and complexity to the system.


The second and third strategies enumerated by the FAA are both based on the use of multilateration as the backup technique, with the two strategies differentiated by the inclusion of active interrogation for terminal areas in strategy three.


It is clear that the backup and validation system will not only mitigate the risk of accidentally erroneous self-reported position, but will also address the potential for deliberate spoofing of aircraft position, as the independently-derived multilateration solution will be extremely difficult to spoof without actually emitting a signal from the location in question. ADS-B relies upon position self-reporting, whereas multilateration indicates the actual position of a transmitter.


While there are obvious benefits for the inclusion of multilateration techniques in a next generation ADS-X surveillance solution, there are some challenges and implications to this approach.


This first such implication is that the need for several sensors to receive a signal implies that multilateration functionality requires more ground stations than ADS-B alone. In a simplistic example, a single ADS-B station could be conceived to cover a surveillance area at least equivalent to one secondary radar. A multilateration solution would require four or more stations to achieve the same outcome. This issue can become a significant economic driver if the availability and costs of suitable ground station sites is high and a very conservative approach is taken with the number of sensors. See, e.g., Wide area multilateration replacing en route radars: not for Australia—Greg Dunstone, Airservices Australia to ICAO ADS-B Task Force, New Delhi 2006, incorporated herein by reference.


While the need for additional ground stations is real, the costs may generally be only incremental to most ADS-B solutions and remain significantly below the equivalent costs for an SSR, and can be readily justified by the advantages described above.


The cost of ADS-X ground stations is low, even compared to ADS-B stations, as much of the processing is offloaded to central servers. In many applications suitable developed locations for ground stations can be found from existing aviation facilities (airports, navigation aid sites, communication sites, and the like) and from other suitable existing infrastructure such as mobile phone towers and other infrastructure. The low cost of ground stations allows significant levels of redundancy to be built into a network, which can increase the available selection of suitable sites as each site does not require extremely high levels of power and communications resilience.


Furthermore, any operational ADS-B solution would require redundant receiver configuration, which decreases the differential between the ADS-B and ADS-X sensor requirements. It may be possible, for certain applications, to design solutions where large ADS-B surveillance zones are enhanced by a core area, which incorporates multilateration backup and validation.


For example, FIG. 6 is a map illustrating the indicative en route coverage that might be expected from single ADS-B sensors located at four mid-west USA airports (Cincinnati 602, Louisville 605, Indianapolis 601, and Columbus 603). The circles shown in the map illustrate the potential coverage range of each ADS-B sensor. Circle 611 illustrates the potential coverage area for Indianapolis sensor 601. Circle 612 illustrates the potential coverage area for Cincinnati sensor 601. Circle 613 illustrates the potential coverage area for Columbus sensor 603. Circle 614 illustrates the potential coverage area for Louisville sensor 604. The solution is designed to have significant overlapping coverage to provide for a failure in one of the sensors or its associated infrastructure.



FIG. 7 is a map illustrating shows the ADS-X coverage area for the same four sensors 601, 602, 603, and 604. Where at least two circles overlap, it may be possible to track a line of precision for an aircraft. Where at least three circles overlap, it may be possible to determine aircraft position in three dimensions. The wider ADS-B coverage area enhanced with a core area 710 where an independent multilateration position could be derived from the same four sensors, in this case with no additional cost or infrastructure.


If ADS-X techniques are being used to assist in the transition to ADS-B by providing position information for aircraft without ADS-B avionics, a complete three or four sensor solution may be required for each point in the required surveillance area. However; when ADS-B equipage is high, the use of multilateration techniques may be restricted to validation of ADS-B self-reports and, in this case, it will be possible to use bi-lateration techniques to further reduce or eliminate the differential cost between ADS-B and ADS-X designs.


For example, in FIG. 8, the ADS-B message from aircraft 840 may be received at two separate ADS-X ground stations 810 and 830. While this may not be sufficient to determine a 3-D position in space, it is, when combined with barometric altitude information, sufficient to determine a line of precision 840 on which the aircraft must be located. In a dynamic situation, it is almost impossible for an inaccurate or spoofed ADS-B report to simultaneously maintain a valid position on the changing line of precision, therefore this technique can be used for ADS-B validation and aircraft tracking. Hybrid surveillance solutions can be designed which combine ADS-B, multilateration, bi-lateration and other techniques to provide a pragmatic and cost-effective approach to addressing ADS-B implementation issues.


Another challenge for multilateration as a backup for ADS-B is that wide area multilateration systems require extremely accurate synchronization of clock signals between the ground stations. This synchronization has generally been achieved using GPS satellite signals as time references. However, using GPS satellite signals creates a potential dependency and hence an unacceptable common mode of failure between the ADS-B and multilateration components of the ADS-X solution. Alternate methods of clock synchronization for the remote stations have been identified and can be used to offset this impact. See, e.g., Smith, A., et al, System Wide ADS-B Back-Up and Validation, 6th ICNS Conference and Workshop, Baltimore, May 2006, incorporated herein by reference.


Before multilateration can be used as a backup for ADS-B for advanced ATC functions such as separation, the required standards and safety cases must be developed for multilateration. Perhaps ironically, although multilateration is the less revolutionary of the two technologies (the timing of signal receipt from aircraft transponders is a similar technique, using the same avionics, as for today's SSRs), standards development for ADS-B is currently more advanced than it is for multilateration with proposed changes for ICAO Air Traffic Management procedures being circulated and performance and interoperability specifications for ADS-B infrastructure also in draft version. See, e.g., “Air Traffic Management”, ICAO, Procedures for Air Navigation Services, Document 4444, Fourteenth edition—proposal to update Amendment 4 to include ADS-B procedures in Chapter 8, incorporated herein by reference.


As a part of the FAA's ADS-B program, the FAA plans, through a series of simulations and flight test validations to analyze separation errors for ADS-B, and to seek separation standards approval for terminal and en route phases by 2009. This ongoing process has not prevented some authorities from implementing ADS-B based separation standards ahead of the formal standards process. For example, in Australia, ADS-B is already being used for 5 nm separation in the Bundaberg area as a result of a safety case based on Comparison to Monopulse SSR using ICAO Doc 9689 methodology. See, ADS-B Regulation—CASA Australia presentation to ICAO ADS-B Task Force, New Delhi, 2006, incorporated herein by reference.


The current interest in multilateration deployment, the absence of requirement for avionics changes, and the “radar-like” standards being established for ADS-B are all expected to result in an accelerated progress for multilateration standards in the short term. It is likely that some countries will, as with ADS-B, implement multilateration for separation in advance of these standards based on suitable safety case development.



FIG. 9 is block diagram illustrating a first embodiment of the present invention, providing integrated tracking using passive broadband. As illustrated in the embodiment of FIG. 9, the invention takes the system for deployable passive broadband detection and extends it by incorporating the capability to decode position for ADS-B, SSR multilateration, and broadband multilateration. In this embodiment, aircraft 100 transmits a signal, which is received at a minimum of three stations 140, 140, and 150. Antenna 150 may receive ADS-B signals and generate an ADS-B position signal as generated by aircraft 100. Antennas 140 may receive other signals but may not necessarily generate ADS-B position data. Signals 110, 120 may include all pulse and high bandwidth signals emanating from aircraft 100 including, but not limited to, UAT, DME, TACAN, SSR, Mode S, ADS-B, Pulse Radar, Weather Radar, Communications, and Military Radar.


In the embodiment of FIG. 9, it is assumed that ADS-B is transmitted by the aircraft 120 and is received by at least one ground station 150. All ground stations 140, 150 receive all other transmissions be they UAT, DME, TACAN, SSR, Mode S, ADS-B, Pulse Radar, Weather Radar, Communications, or Military Radar. Comparator 180 compares the ADS-B reported position from antenna 150 with a line of precision or a triangulated position determined from all antennas 140, 140, and 150 based on any high frequency signal emanating from the aircraft be it UAT, DME, TACAN, SSR, Mode S, ADS-B, Pulse Radar, Weather Radar, Communications, or Military Radar, and provides the following information to the user 200:


1) ADS-B self reported position


2) Validated position and identification based on transponder/SSR information


3) Validated position and identification, if available, from all other high frequency signals


4) Information about the validity and integrity of the data, especially the ADS-B self-reported position.


The embodiment of FIG. 9 is thus capable of tracking aircraft whether or not they have ADS-B, operating transponders, or other high frequency avionics devices.



FIG. 10 is a block diagram illustrating a second embodiment of the present invention, providing validation of a self-reported position. In this embodiment of the present invention takes the system for deployable passive broadband detection and extends it by incorporating the capability to decode self-reported position for ADS-B, and compare it to line of calculated position, or line of precision, derived from multilateration techniques applied to various signals received from the aircraft.


Referring to FIG. 10, aircraft 1000 emits an ADS-B position report 1010 along with associated quality and integrity information (NIC/NAC/SIL) 1020, as well transponder and other aircraft signals 1030. These signals 1010, 1020, and 1030 are received at one or more of the stations 1035 and is decoded and made available for onward processing to the ATC system 1090.


Simultaneously, the same signal, and/or other signals emitted by the aircraft 1010, 1020, and 1030, are received at a number of stations and a position, or line of precision, is calculated using multilateration techniques by TDOA processor 1070, as previously outlined. Equivalent measures of data quality and integrity are derived for this information based on the known geometry of the stations and the number of receiving stations, amongst other factors.


Data from the two sources is compared in comparator 1080 in ADS-X server 1040 and the “Figure Of Merit” (FOM) for the ADS-B self-reported position is adjusted to reflect the additional information now available to assess the report validity 1050, 1055. Optionally an alert 1060 may also be raised. The FOM may comprise a numerical value indicating the relative accuracy of the self-reported aircraft position versus the determined position from multilateration. This FOM may be adjusted based upon the accuracy of the multilateration equipment and other values. A high FOM indicates a high level of confidence in the self-reported position value. A low FOM indicates a low level of confidence in the self-reported position value.


This FOM may be compared to a threshold value, which may be adjusted depending upon a number of circumstances, to prevent false alarms from being generated, and also to prevent false negatives. If the FOM is below a predetermined threshold value, an alarm may be sounded to indicate to an operator that the authenticity of the aircraft in question should be investigated. The threshold may be set higher, for example, near sensitive areas (major cities, military bases) or may be lowered depending upon the accuracy of the self-reported position equipment on the aircraft.



FIG. 11 is a block diagram of the third embodiment of the present invention, which shows a passive ranging and passive Angle of Arrival ground-based surveillance system and vehicle-based surveillance system that provides the capabilities to decode self-reported ADS-B position, determine independent surveillance position of an ADS-B target using passive ranging and passive Angle of Arrival measurement techniques, and validate self-reported ADS-B position using the independent surveillance position.


As shown in the third embodiment illustrated in FIG. 11, the aircraft [340] broadcasts an ADS-B report signal [350] that is received by another airborne aircraft [330] and ground based direction finding antennas [360]. The receivers [365] decode and measure the Angle of Arrival and Time of Arrival of the ADS-B report signal [350]. The Angle of Arrival, Time of Arrival, decoded data, including altitude and identification, are sent by the receiver [365] to the surveillance processor [300]. The surveillance processor [300] decodes the ADS-B position signal to determine self-reported ADS-B position.


Surveillance processor 300 performs independent surveillance target position determination:

    • 1. Determines the time slot of ADS-B signal transmission and computes corresponding Time of ADS-B Transmission based on Minimum Operation Performance Standards
    • 2. Computes the range corresponding to the time difference between the Time of ADS-B Transmission and Time of Arrival.
    • 3. Computes an independent surveillance target position with respect to each receiver 365 using the passive range and passive Angle of Arrival data.
    • 4. Performs surveillance data fusion of independent surveillance target position data for all receivers 365 when more than one receiver 365 is used to compute independent surveillance target position.


Surveillance processor 300 performs self-reported ADS-B position validation by comparing the independent surveillance target position to the decoded self-reported ADS-B position for aircraft 340 and the “Figure Of Merit” (FOM) for the self-reported ADS-B position is adjusted to reflect the additional independent surveillance information now available to assess the report validity. Other aircraft 330 receiving the ADS-B report signal 350 and that are equipped with passive ranging and Angle of Arrival measurement perform the same position determination and validation that is performed by the ground elements 360, 365, 300.


While the preferred embodiment and various alternative embodiments of the invention have been disclosed and described in detail herein, it may be apparent to those skilled in the art that various changes in form and detail may be made therein without departing from the spirit and scope thereof.

Claims
  • 1. A system for validating aircraft self-reported position, comprising: a plurality of antennas for receiving radio signals from an aircraft, including an aircraft self-reported position;a processor, coupled to the plurality of antennas, for determining aircraft position through time difference of arrival processing of the signals from the aircraft to produce a determined aircraft position; anda comparator, coupled to the processor, for comparing the determined aircraft position with the aircraft self-reported position and determining whether the self-reported position is within a predetermined range of the determined position.
  • 2. The system of claim 1, wherein the radio signals from the aircraft comprise high frequency radio signals emanating from the aircraft.
  • 3. The system of claim 2, wherein the high frequency radio signals comprise one or more of UAT, DME, TACAN, SSR, Mode S, ADS-B, Pulse Radar, Weather Radar, Communications, Military Radar or a pulse emitter.
  • 4. The system of claim 1, wherein the comparator generates a (FOM) indicating a level of confidence in the aircraft self-reported position.
  • 5. The system of claim 1, further comprising: an alarm, coupled to the comparator, for generating an alarm signal if the FOM is below a predetermined threshold value.
  • 6. The system of claim 1 wherein the processor determines at least one line of precision based upon signals received from at least two of the plurality of antennas.
  • 7. The system of claim 6, wherein the comparator compares the line of precision to the aircraft self-reported position and generates an alert if the aircraft self-reported position is not within a predetermined range of the line of precision.
CROSS-REFERENCE TO RELATED APPLICATIONS

This application is a Continuation-In-Part of U.S. patent application Ser. No. 11/492,711, filed Jul. 25, 2006, and incorporated herein by reference; This application is a Continuation-In-Part of U.S. patent application Ser. No. 11/429,926, filed on May 8, 2006, and incorporated herein by reference; This application is a Continuation-In-Part of U.S. patent application Ser. No. 11/343,079, filed on Jan. 30, 2006, and incorporated herein by reference; This application is also a Continuation-In-Part of U.S. patent application Ser. No. 11/342,289 filed Jan. 28, 2006 and incorporated herein by reference; This application is a Continuation-In-Part of U.S. patent application Ser. No. 11/209,030, filed on Aug. 22, 2005, and incorporated herein by reference; This application is a Continuation-In-Part of U.S. patent application Ser. No. 11/257,416, filed on Oct. 24, 2005, and incorporated herein by reference; This application is a Continuation-In-Part of U.S. patent application Ser. No. 11/203,823 filed Aug. 15, 2005 and incorporated herein by reference; This application is a Continuation-In-Part of U.S. patent application Ser. No. 11/145,170 filed on Jun. 6, 2006 and incorporated herein by reference; This application is a Continuation-In-Part of U.S. patent application Ser. No. 10/743,042 filed Dec. 23, 2003 and incorporated herein by reference; application Ser. No. 10/743,042 is a Continuation-In-Part of U.S. patent application Ser. No. 10/638,524 filed Aug. 12, 2003 and incorporated herein by reference; application Ser. No. 10/638,524 is a Continuation of U.S. patent application Ser. No. 09/516,215 filed Feb. 29, 2000 and incorporated herein by reference; application Ser. No. 09/516,215 claims is a Non Prov. of Provisional U.S. Patent Application Ser. No. 60/123,170 filed Mar. 5, 1999 and incorporated herein by reference; application Ser. No. 10/743,042 is a Continuation-In-Part of U.S. patent application Ser. No. 10/319,725 filed Dec. 16, 2002 and incorporated herein by reference. Application Ser. No. 10/743,042 is a Non Prov. of Provisional U.S. Patent Application Ser. No. 60/440,618 filed Jan. 17, 2003 and incorporated herein by reference; This application is also claims priority from Provisional U.S. Patent No. 60/851,618, filed on Oct. 12, 2006 and incorporated herein by reference.

US Referenced Citations (454)
Number Name Date Kind
1738571 Gare Dec 1929 A
3668403 Meilander Jun 1972 A
3705404 Chisholm Dec 1972 A
3792472 Payne et al. Feb 1974 A
4079414 Sullivan Mar 1978 A
4115771 Litchford Sep 1978 A
4122522 Smith Oct 1978 A
4167006 Funatsu et al. Sep 1979 A
4196474 Buchanan et al. Apr 1980 A
4224669 Brame Sep 1980 A
4229737 Heldwein et al. Oct 1980 A
4293857 Baldwin Oct 1981 A
4315609 McLean et al. Feb 1982 A
4327437 Frosch et al. Apr 1982 A
4359733 O'Neill Nov 1982 A
4454510 Crow Jun 1984 A
4524931 Nilsson Jun 1985 A
4646244 Bateman Feb 1987 A
4688046 Schwab Aug 1987 A
4782450 Flax Nov 1988 A
4811308 Michel Mar 1989 A
4843397 Galati et al. Jun 1989 A
4853700 Funatsu et al. Aug 1989 A
4897661 Hiraiwa Jan 1990 A
4899296 Khattak Feb 1990 A
4910526 Donnangelo et al. Mar 1990 A
4914733 Gralnick Apr 1990 A
4958306 Powell et al. Sep 1990 A
5001490 Fichtner Mar 1991 A
5001650 Francis et al. Mar 1991 A
5017930 Stoltz May 1991 A
5025382 Artz Jun 1991 A
5027114 Kawashima et al. Jun 1991 A
5045861 Duffett-Smith Sep 1991 A
5075680 Dabbs Dec 1991 A
5075694 Donnangelo et al. Dec 1991 A
5081457 Motisher et al. Jan 1992 A
5089822 Abaunza et al. Feb 1992 A
5113193 Powell et al. May 1992 A
5119102 Barnard Jun 1992 A
5132695 Sumas et al. Jul 1992 A
5138321 Hammer Aug 1992 A
5144315 Schwab et al. Sep 1992 A
5153836 Fraughton et al. Oct 1992 A
5179384 De Haan Jan 1993 A
5191342 Alsup et al. Mar 1993 A
5200902 Pilley Apr 1993 A
5225842 Brown et al. Jul 1993 A
5260702 Thompson Nov 1993 A
5262784 Drobnicki et al. Nov 1993 A
5265023 Sokkappa Nov 1993 A
5268698 Smith et al. Dec 1993 A
5283574 Grove Feb 1994 A
5311194 Brown May 1994 A
5317316 Sturm et al. May 1994 A
5317317 Billaud et al. May 1994 A
5339281 Narendra et al. Aug 1994 A
5341139 Billaud et al. Aug 1994 A
5365516 Jandrell Nov 1994 A
5374932 Wyschogrod et al. Dec 1994 A
5379224 Brown et al. Jan 1995 A
5381140 Kuroda et al. Jan 1995 A
5402116 Ashley Mar 1995 A
5406288 Billaud et al. Apr 1995 A
5424746 Schwab et al. Jun 1995 A
5424748 Pourailly et al. Jun 1995 A
5438337 Aguado Aug 1995 A
5448233 Saban et al. Sep 1995 A
5450329 Tanner Sep 1995 A
5454720 FitzGerald et al. Oct 1995 A
5455586 Barbier et al. Oct 1995 A
5471657 Gharpuray Nov 1995 A
5486829 Potier et al. Jan 1996 A
5493309 Bjornholt Feb 1996 A
5506590 Minter Apr 1996 A
5515286 Simon May 1996 A
5528244 Schwab Jun 1996 A
5534871 Hidaka et al. Jul 1996 A
5541608 Murphy et al. Jul 1996 A
5569322 Westerlage et al. Oct 1996 A
5570095 Drouilhet, Jr. et al. Oct 1996 A
5570099 DesJardins Oct 1996 A
5583775 Nobe et al. Dec 1996 A
5590044 Buckreub Dec 1996 A
5596326 Fitts Jan 1997 A
5596332 Coles et al. Jan 1997 A
5608412 Welles, II et al. Mar 1997 A
5614912 Mitchell Mar 1997 A
5617101 Maine et al. Apr 1997 A
5627546 Crow May 1997 A
5629691 Jain May 1997 A
5635693 Benson et al. Jun 1997 A
5659319 Rost et al. Aug 1997 A
5666110 Paterson Sep 1997 A
5670960 Cessat Sep 1997 A
5670961 Tomita et al. Sep 1997 A
5677841 Shiomi et al. Oct 1997 A
5680140 Loomis Oct 1997 A
5686921 Okada et al. Nov 1997 A
5714948 Farmakis et al. Feb 1998 A
5732384 Ellert et al. Mar 1998 A
5752216 Carlson et al. May 1998 A
5757315 Gounon et al. May 1998 A
5774829 Cisneros et al. Jun 1998 A
5781150 Norris Jul 1998 A
5784022 Kupfer Jul 1998 A
5793329 Nakada et al. Aug 1998 A
5798712 Coquin Aug 1998 A
5802542 Coiera et al. Sep 1998 A
5825021 Uemura Oct 1998 A
5828333 Richardson et al. Oct 1998 A
5839080 Muller Nov 1998 A
5841391 Lucas, Jr. et al. Nov 1998 A
5841398 Brock Nov 1998 A
5850420 Guillard et al. Dec 1998 A
5867804 Pilley et al. Feb 1999 A
5872526 Tognazzini Feb 1999 A
5884222 Denoize et al. Mar 1999 A
5890068 Fattouce et al. Mar 1999 A
5892462 Tran Apr 1999 A
5913912 Nishimura et al. Jun 1999 A
5920277 Foster et al. Jul 1999 A
5920318 Salvatore, Jr. et al. Jul 1999 A
5923293 Smith et al. Jul 1999 A
5949375 Ishiguro et al. Sep 1999 A
5969674 von der Embse et al. Oct 1999 A
5977905 Le Chevalier Nov 1999 A
5979234 Karlsen Nov 1999 A
5990833 Ahlbom et al. Nov 1999 A
5991687 Hale et al. Nov 1999 A
5995040 Issler et al. Nov 1999 A
5999116 Evers Dec 1999 A
6043777 Bergman et al. Mar 2000 A
6044322 Stieler Mar 2000 A
6049304 Rudel et al. Apr 2000 A
6049754 Beaton et al. Apr 2000 A
6075479 Kudoh Jun 2000 A
6081222 Henkel et al. Jun 2000 A
6081764 Varon Jun 2000 A
6085150 Henry et al. Jul 2000 A
6088634 Muller Jul 2000 A
6092009 Glover Jul 2000 A
6094169 Smith et al. Jul 2000 A
6122570 Muller Sep 2000 A
6127944 Daly Oct 2000 A
6133867 Eberwine et al. Oct 2000 A
6138060 Conner Oct 2000 A
6147748 Hughes Nov 2000 A
6161097 Glass et al. Dec 2000 A
6178363 McIntyre et al. Jan 2001 B1
6188937 Sherry et al. Feb 2001 B1
6194040 Arethens Feb 2001 B1
6195609 Pilley Feb 2001 B1
6201499 Hawkes et al. Mar 2001 B1
6208284 Woodell et al. Mar 2001 B1
6208937 Huddle Mar 2001 B1
6211811 Evers Apr 2001 B1
6219592 Muller et al. Apr 2001 B1
6222480 Kuntman et al. Apr 2001 B1
6225942 Alon May 2001 B1
6230018 Watters et al. May 2001 B1
6233522 Morici May 2001 B1
6239739 Thomson et al. May 2001 B1
6240345 Vesel May 2001 B1
6246342 Vandevoorde et al. Jun 2001 B1
6253147 Greenstein Jun 2001 B1
6271768 Frazier, Jr. et al. Aug 2001 B1
6275172 Curtis et al. Aug 2001 B1
6275767 Delseny et al. Aug 2001 B1
6282487 Shiomi et al. Aug 2001 B1
6282488 Castor et al. Aug 2001 B1
6289280 Fernandez-Corbaton Sep 2001 B1
6292721 Conner et al. Sep 2001 B1
6311127 Stratton et al. Oct 2001 B1
6314361 Yu et al. Nov 2001 B1
6314363 Pilley et al. Nov 2001 B1
6317663 Meunier et al. Nov 2001 B1
6321091 Holland Nov 2001 B1
6327471 Song Dec 2001 B1
6329947 Smith Dec 2001 B2
6337652 Shiomi et al. Jan 2002 B1
6338011 Furst et al. Jan 2002 B1
6339745 Novik Jan 2002 B1
6340935 Hall Jan 2002 B1
6340947 Chang et al. Jan 2002 B1
6347263 Johnson et al. Jan 2002 B1
6344820 Shiomi et al. Feb 2002 B1
6348856 Jones et al. Feb 2002 B1
6366240 Timothy et al. Apr 2002 B1
6377208 Chang et al. Apr 2002 B2
6380869 Simon et al. Apr 2002 B1
6380870 Conner et al. Apr 2002 B1
6384783 Smith et al. May 2002 B1
6393359 Flynn et al. May 2002 B1
6396435 Fleischhauer et al. May 2002 B1
6408233 Solomon et al. Jun 2002 B1
6414629 Curico Jul 2002 B1
6415219 Degodyuk Jul 2002 B1
6420993 Varon Jul 2002 B1
6445310 Bateman et al. Sep 2002 B1
6445927 Kng et al. Sep 2002 B1
6448929 Smith et al. Sep 2002 B1
6459411 Frazier et al. Oct 2002 B2
6462674 Ohmura et al. Oct 2002 B2
6463383 Baiada et al. Oct 2002 B1
6469654 Winner et al. Oct 2002 B1
6469655 Franke et al. Oct 2002 B1
6469664 Michaelson et al. Oct 2002 B1
6473027 Alon Oct 2002 B1
6473694 Akopian et al. Oct 2002 B1
6477449 Conner et al. Nov 2002 B1
6492932 Jin et al. Dec 2002 B1
6493610 Ezaki Dec 2002 B1
6504490 Mizushima Jan 2003 B2
6518916 Ashihara et al. Feb 2003 B1
6522295 Baugh et al. Feb 2003 B2
6531978 Tran Mar 2003 B2
6542809 Hehls, III Apr 2003 B2
6542810 Lai Apr 2003 B2
6545631 Hudson et al. Apr 2003 B2
6549829 Anderson et al. Apr 2003 B1
6563432 Millgard May 2003 B1
6567043 Smith et al. May 2003 B2
6571155 Carriker et al. May 2003 B2
6584400 Beardsworth Jun 2003 B2
6584414 Green et al. Jun 2003 B1
6587079 Rickard et al. Jul 2003 B1
6660563 Corcoran, III Aug 2003 B1
6606034 Muller et al. Sep 2003 B1
6615648 Ferguson et al. Sep 2003 B1
6617997 Ybarra et al. Sep 2003 B2
6618008 Scholz Sep 2003 B1
6633259 Smith et al. Oct 2003 B1
6657578 Stayton Dec 2003 B2
6680697 Phelipot Jan 2004 B2
6690295 De Boer Feb 2004 B1
6690618 Tomasi et al. Feb 2004 B2
6691004 Johnson Feb 2004 B2
6707394 Yasuo Mar 2004 B2
6710719 Jones et al. Mar 2004 B1
6710723 Muller Mar 2004 B2
6714782 Monot et al. Mar 2004 B1
6721652 Sanqunetti Apr 2004 B1
6744396 Stone et al. Jun 2004 B2
6750815 Michaelson et al. Jun 2004 B2
6751545 Walter Jun 2004 B2
6760387 Langford et al. Jul 2004 B2
6765533 Szajnowski Jul 2004 B2
6789011 Baiada et al. Sep 2004 B2
6789016 Bayh et al. Sep 2004 B2
6792058 Hershey et al. Sep 2004 B1
6798381 Benner et al. Sep 2004 B2
6799114 Etnyre Sep 2004 B2
6801152 Rose Oct 2004 B1
6801155 Jahangir et al. Oct 2004 B2
6809679 LaFrey et al. Oct 2004 B2
6810329 Koga Oct 2004 B2
6812890 Smith et al. Nov 2004 B2
6816105 Winner et al. Nov 2004 B2
6819282 Galati et al. Nov 2004 B1
6823188 Stern Nov 2004 B1
6828921 Brown et al. Dec 2004 B2
6845362 Furuta et al. Jan 2005 B2
6861982 Forstrom et al. Mar 2005 B2
6862519 Walter Mar 2005 B2
6862541 Mizushima Mar 2005 B2
6865484 Miyasaka et al. Mar 2005 B2
6873269 Tran Mar 2005 B2
6873903 Baiada et al. Mar 2005 B2
6876859 Anderson et al. Apr 2005 B2
6882930 Trayford et al. Apr 2005 B2
6885340 Smith et al. Apr 2005 B2
6900760 Groves May 2005 B2
6912461 Poreda Jun 2005 B2
6927701 Schmidt et al. Aug 2005 B2
6930638 Lloyd et al. Aug 2005 B2
6952631 Griffith et al. Oct 2005 B2
6963304 Murphy Nov 2005 B2
6967616 Etnyre Nov 2005 B2
6977612 Bennett Dec 2005 B1
6985103 Ridderheim et al. Jan 2006 B2
6985743 Bajikar Jan 2006 B2
6992626 Smith Jan 2006 B2
7006032 King et al. Feb 2006 B2
7012552 Baugh et al. Mar 2006 B2
7026987 Lokshin et al. Apr 2006 B2
7030780 Shiomi et al. Apr 2006 B2
7043355 Lai May 2006 B2
7050909 Nichols et al. May 2006 B2
7053792 Aoki et al. May 2006 B2
7058506 Kawase et al. Jun 2006 B2
7062381 Rekow et al. Jun 2006 B1
7065443 Flynn et al. Jun 2006 B2
7071843 Hashida et al. Jul 2006 B2
7071867 Wittenberg et al. Jul 2006 B2
7079925 Kubota et al. Jul 2006 B2
7095360 Kuji et al. Aug 2006 B2
7102570 Bar-On et al. Sep 2006 B2
7106212 Konishi et al. Sep 2006 B2
7109889 He Sep 2006 B2
7117089 Khatwa et al. Oct 2006 B2
7120537 Flynn et al. Oct 2006 B2
7123169 Farmer et al. Oct 2006 B2
7123192 Smith et al. Oct 2006 B2
7126534 Smith et al. Oct 2006 B2
7136059 Kraud et al. Nov 2006 B2
7142154 Quilter et al. Nov 2006 B2
7148816 Carrico Dec 2006 B1
7155240 Atkinson et al. Dec 2006 B2
7164986 Humphries et al. Jan 2007 B2
7170441 Perl et al. Jan 2007 B2
7170820 Szajnowski Jan 2007 B2
7187327 Coluzzi et al. Mar 2007 B2
7190303 Rowlan Mar 2007 B2
7196621 Kochis Mar 2007 B2
7206698 Conner et al. Apr 2007 B2
7218276 Teranishi May 2007 B2
7218278 Arethens May 2007 B1
7221308 Burton et al. May 2007 B2
7228207 Clarke et al. Jun 2007 B2
7233545 Harvey, Jr. et al. Jun 2007 B2
7248963 Baiada et al. Jul 2007 B2
7250901 Stephens Jul 2007 B2
7257469 Pemble Aug 2007 B1
7272495 Coluzzi et al. Sep 2007 B2
7277052 Delaveau et al. Oct 2007 B2
7286624 Woo et al. Oct 2007 B2
7307578 Blaskovich et al. Dec 2007 B2
7308343 Horvath et al. Dec 2007 B1
7321813 Meunier Jan 2008 B2
7333052 Maskell Feb 2008 B2
7333887 Baiada et al. Feb 2008 B2
7352318 Osman et al. Apr 2008 B2
7358854 Egner et al. Apr 2008 B2
7379165 Anderson et al. May 2008 B2
7382286 Cole et al. Jun 2008 B2
7383104 Ishii et al. Jun 2008 B2
7383124 Vesel Jun 2008 B1
7385527 Clavier et al. Jun 2008 B1
7391359 Ootomo et al. Jun 2008 B2
7398157 Sigurdsson et al. Jul 2008 B2
7400297 Ferreol et al. Jul 2008 B2
7408497 Billaud et al. Aug 2008 B2
7408498 Kuji et al. Aug 2008 B2
7420501 Perl Sep 2008 B2
7430218 Lee et al. Sep 2008 B2
7437225 Rathinam Oct 2008 B1
7440846 Irie et al. Oct 2008 B2
7457690 Wilson, Jr. Nov 2008 B2
7460866 Salkini et al. Dec 2008 B2
7460871 Humphries et al. Dec 2008 B2
7477145 Tatton et al. Jan 2009 B2
7479919 Poe et al. Jan 2009 B2
7479922 Hunt et al. Jan 2009 B2
7479923 Carpenter Jan 2009 B2
7479925 Schell Jan 2009 B2
7487108 Aoki et al. Feb 2009 B2
7501977 Ino Mar 2009 B2
7504996 Martin Mar 2009 B2
7515715 Olive Apr 2009 B2
20010014847 Keenan Aug 2001 A1
20010026240 Neher Oct 2001 A1
20020021247 Smith et al. Feb 2002 A1
20020089433 Bateman et al. Jul 2002 A1
20020152029 Sainthuile et al. Oct 2002 A1
20030004641 Corwin et al. Jan 2003 A1
20030009267 Dunsky et al. Jan 2003 A1
20030097216 Etnyre May 2003 A1
20030152248 Spark et al. Aug 2003 A1
20030158799 Kakihara et al. Aug 2003 A1
20040002886 Dickerson et al. Jan 2004 A1
20040004554 Srinivasan et al. Jan 2004 A1
20040039806 Miras Feb 2004 A1
20040044463 Shing-Feng et al. Mar 2004 A1
20040086121 Viggiano et al. May 2004 A1
20040094622 Vismara May 2004 A1
20040210371 Adachi et al. Oct 2004 A1
20040225432 Pilley et al. Nov 2004 A1
20040266341 Teunon Dec 2004 A1
20050007272 Smith et al. Jan 2005 A1
20050021283 Brinton et al. Jan 2005 A1
20050046569 Spriggs et al. Mar 2005 A1
20050057395 Atkinson Mar 2005 A1
20050159170 Humphries et al. Jul 2005 A1
20050166672 Atkinson Aug 2005 A1
20050192717 Tafs et al. Sep 2005 A1
20050228715 Hartig et al. Oct 2005 A1
20050231422 Etnyre Oct 2005 A1
20060023655 Engel et al. Feb 2006 A1
20060044184 Kimura Mar 2006 A1
20060052933 Ota Mar 2006 A1
20060119515 Smith Jun 2006 A1
20060129310 Tarrant et al. Jun 2006 A1
20060161340 Lee Jul 2006 A1
20060167598 Pennarola Jul 2006 A1
20060181447 Kuji et al. Aug 2006 A1
20060191326 Smith et al. Aug 2006 A1
20060208924 Matalon Sep 2006 A1
20060250305 Coluzzi et al. Nov 2006 A1
20060262014 Shemesh et al. Nov 2006 A1
20060265664 Simons et al. Nov 2006 A1
20060276201 Dupray Dec 2006 A1
20070001903 Smith et al. Jan 2007 A1
20070040734 Evers Feb 2007 A1
20070060079 Nakagawa et al. Mar 2007 A1
20070090295 Parkinson et al. Apr 2007 A1
20070106436 Johansson May 2007 A1
20070109184 Shyr et al. May 2007 A1
20070159356 Borel et al. Jul 2007 A1
20070159378 Powers et al. Jul 2007 A1
20070182589 Tran Aug 2007 A1
20070213887 Woodings Sep 2007 A1
20070222665 Koeneman Sep 2007 A1
20070250259 Dare Oct 2007 A1
20070252750 Jean et al. Nov 2007 A1
20070298786 Meyers et al. Dec 2007 A1
20080027596 Conner et al. Jan 2008 A1
20080042880 Ramaiah et al. Feb 2008 A1
20080042902 Brandwood et al. Feb 2008 A1
20080062011 Butler et al. Mar 2008 A1
20080063123 De Mey et al. Mar 2008 A1
20080068250 Brandao et al. Mar 2008 A1
20080088508 Smith Apr 2008 A1
20080106438 Clark et al. May 2008 A1
20080106457 Bartolini et al. May 2008 A1
20080109343 Robinson et al. May 2008 A1
20080117106 Sarno et al. May 2008 A1
20080120032 Brandao et al. May 2008 A1
20080129601 Thomas Jun 2008 A1
20080132270 Basir Jun 2008 A1
20080137524 Anderson et al. Jun 2008 A1
20080150784 Zhang et al. Jun 2008 A1
20080158040 Stayton et al. Jul 2008 A1
20080158059 Bull et al. Jul 2008 A1
20080174472 Stone et al. Jul 2008 A1
20080183344 Doyen et al. Jul 2008 A1
20080186224 Ichiyanagi et al. Aug 2008 A1
20080186231 Aljadeff et al. Aug 2008 A1
20080195309 Prinzel, III et al. Aug 2008 A1
20080231494 Galati Sep 2008 A1
20080252528 Shen et al. Oct 2008 A1
20080266166 Schuchman Oct 2008 A1
20080272227 Sharpe Nov 2008 A1
20080275642 Clark et al. Nov 2008 A1
20080294306 Huynh et al. Nov 2008 A1
20080297398 Kamimura Dec 2008 A1
20090005960 Roberts et al. Jan 2009 A1
20090009357 Heen et al. Jan 2009 A1
20090012660 Roberts et al. Jan 2009 A1
20090012661 Louis Jan 2009 A1
20090015471 Shen et al. Jan 2009 A1
20090027270 Fisher et al. Jan 2009 A1
20090051570 Clark et al. Feb 2009 A1
20090055038 Garrec et al. Feb 2009 A1
Foreign Referenced Citations (210)
Number Date Country
4306660 Aug 1974 DE
4204164 Aug 1993 DE
19751092 Jun 1999 DE
10149006 Apr 2003 DE
202004007747 Sep 2004 DE
202006005089 Jun 2006 DE
102006009121 Aug 2007 DE
0265902 May 1988 EP
0346461 Dec 1989 EP
0466239 Jan 1992 EP
0514826 Nov 1992 EP
0550073 Jul 1993 EP
0574009 Jun 1994 EP
0613110 Aug 1994 EP
0613111 Aug 1994 EP
0614092 Sep 1994 EP
0629877 Dec 1994 EP
0355336 Aug 1995 EP
0670566 Sep 1995 EP
0682332 Nov 1995 EP
0505827 Jun 1996 EP
0385600 Jul 1996 EP
0732596 Sep 1996 EP
0487940 Jan 1997 EP
0774148 May 1997 EP
0578316 Apr 1998 EP
0915349 May 1999 EP
1022580 Feb 2001 EP
1118871 Jul 2001 EP
0877997 Dec 2001 EP
0778470 May 2002 EP
1202233 May 2002 EP
0865004 Jul 2002 EP
1109032 Mar 2003 EP
1300689 Apr 2003 EP
1331620 Jul 2003 EP
1345044 Sep 2003 EP
1369704 Dec 2003 EP
1302920 Feb 2004 EP
1396832 Mar 2004 EP
1406228 Apr 2004 EP
1070968 May 2004 EP
1431946 Jun 2004 EP
1467575 Oct 2004 EP
1471365 Oct 2004 EP
0903589 Nov 2004 EP
1517281 Mar 2005 EP
1531340 May 2005 EP
0926510 Aug 2005 EP
1405286 Sep 2005 EP
1485730 Sep 2005 EP
1428195 Oct 2005 EP
1603098 Dec 2005 EP
1125415 Jan 2006 EP
1205732 Mar 2006 EP
1632787 Mar 2006 EP
1632892 Mar 2006 EP
0953261 Jun 2006 EP
1275975 Jun 2006 EP
1285232 Jun 2006 EP
1672384 Jun 2006 EP
0987562 Jul 2006 EP
1093564 Nov 2006 EP
1218694 Nov 2006 EP
1727094 Nov 2006 EP
1742170 Jan 2007 EP
1188137 Feb 2007 EP
1755356 Feb 2007 EP
1463002 Apr 2007 EP
1361555 May 2007 EP
1798572 Jun 2007 EP
1410364 Oct 2007 EP
1843161 Oct 2007 EP
1860456 Nov 2007 EP
1884462 Feb 2008 EP
1101385 Mar 2008 EP
1901090 Mar 2008 EP
0964268 Apr 2008 EP
1483755 Apr 2008 EP
1906204 Apr 2008 EP
1912077 Apr 2008 EP
1331490 Jun 2008 EP
1942351 Jul 2008 EP
1327159 Aug 2008 EP
1436641 Aug 2008 EP
1953565 Aug 2008 EP
1483902 Sep 2008 EP
1965219 Sep 2008 EP
1972962 Sep 2008 EP
1975884 Oct 2008 EP
1118011 Nov 2008 EP
1995708 Nov 2008 EP
2000778 Dec 2008 EP
2001004 Dec 2008 EP
2023155 Feb 2009 EP
2708349 Feb 1995 FR
2791778 Oct 2000 FR
2881841 Aug 2006 FR
9-288175 Nov 1994 JP
6-342061 Dec 1994 JP
8-146130 May 1996 JP
9-119983 Nov 1996 JP
WO9205456 Apr 1992 WO
WO 9414251 Jun 1994 WO
WO9427161 Nov 1994 WO
WO9428437 Dec 1994 WO
WO9503598 Feb 1995 WO
WO9521388 Aug 1995 WO
WO9605562 Feb 1996 WO
WO9635961 Nov 1996 WO
WO9726552 Jul 1997 WO
WO9747173 Dec 1997 WO
WO9804965 Feb 1998 WO
WO9805977 Feb 1998 WO
WO9814926 Apr 1998 WO
WO9822834 May 1998 WO
WO9822923 May 1998 WO
WO9835311 Aug 1998 WO
WO9843107 Oct 1998 WO
WO9849654 Nov 1998 WO
WO9908251 Feb 1999 WO
WO9935630 Jul 1999 WO
WO9942855 Aug 1999 WO
WO9945519 Sep 1999 WO
WO 9950985 Oct 1999 WO
WO9950985 Oct 1999 WO
WO9956144 Nov 1999 WO
WO0023816 Apr 2000 WO
WO0039775 Jul 2000 WO
WO0111389 Feb 2001 WO
WO0133302 May 2001 WO
WO0148652 Jul 2001 WO
WO0157550 Aug 2001 WO
WO0159601 Aug 2001 WO
WO0163239 Aug 2001 WO
WO0165276 Sep 2001 WO
WO 0186319 Nov 2001 WO
WO0186319 Nov 2001 WO
WO0194969 Dec 2001 WO
WO0205245 Jan 2002 WO
WO0208784 Jan 2002 WO
WO0215151 Feb 2002 WO
WO0227275 Apr 2002 WO
WO02054103 Jul 2002 WO
WO02059838 Aug 2002 WO
WO02066288 Aug 2002 WO
WO02069300 Sep 2002 WO
WO02075667 Sep 2002 WO
WO02091312 Nov 2002 WO
WO02095709 Nov 2002 WO
WO02099769 Dec 2002 WO
WO03013010 Feb 2003 WO
WO03016937 Feb 2003 WO
WO03023439 Mar 2003 WO
WO03027934 Apr 2003 WO
WO03054830 Jul 2003 WO
WO03056495 Jul 2003 WO
WO03060855 Jul 2003 WO
WO03067281 Aug 2003 WO
WO03079136 Sep 2003 WO
WO03081560 Oct 2003 WO
WO03093775 Nov 2003 WO
WO03096282 Nov 2003 WO
WO03098576 Nov 2003 WO
WO03107299 Dec 2003 WO
WO2004042418 May 2004 WO
WO2004068162 Aug 2004 WO
WO2004109317 Dec 2004 WO
WO2004114252 Dec 2004 WO
WO2005038478 Apr 2005 WO
WO2005052887 Jun 2005 WO
WO2005081012 Sep 2005 WO
WO2005081630 Sep 2005 WO
WO2005114613 Dec 2005 WO
WO2005121701 Dec 2005 WO
WO2005017555 May 2006 WO
WO2006070207 Jul 2006 WO
WO2006079165 Aug 2006 WO
WO2006093682 Sep 2006 WO
WO2006108275 Oct 2006 WO
WO2006110973 Oct 2006 WO
WO2006135916 Dec 2006 WO
WO2006135923 Dec 2006 WO
WO2007001660 Jan 2007 WO
WO2007010116 Jan 2007 WO
WO2007012888 Feb 2007 WO
WO2007013069 Feb 2007 WO
WO2007048237 May 2007 WO
WO2007086899 Aug 2007 WO
WO2006088554 Sep 2007 WO
WO2007113469 Oct 2007 WO
WO2007115246 Oct 2007 WO
WO2007120588 Oct 2007 WO
WO2007124300 Nov 2007 WO
WO2008001117 Jan 2008 WO
WO2008005012 Jan 2008 WO
WO2008012377 Jan 2008 WO
WO2008018088 Feb 2008 WO
WO2008051292 May 2008 WO
WO2008053173 May 2008 WO
WO2008065328 Jun 2008 WO
WO2008065658 Jun 2008 WO
WO2008068679 Jun 2008 WO
WO2008093036 Aug 2008 WO
WO2008116580 Oct 2008 WO
WO2008126126 Oct 2008 WO
WO2008144784 Dec 2008 WO
WO2008145986 Dec 2008 WO
WO2009001294 Dec 2008 WO
WO2009004381 Jan 2009 WO
Related Publications (1)
Number Date Country
20080211709 A1 Sep 2008 US
Provisional Applications (3)
Number Date Country
60123170 Mar 1999 US
60440618 Jan 2003 US
60851118 Oct 2006 US
Continuations (1)
Number Date Country
Parent 09516215 Feb 2000 US
Child 10638524 US
Continuation in Parts (11)
Number Date Country
Parent 11492711 Jul 2006 US
Child 11840285 US
Parent 11429926 May 2006 US
Child 11492711 US
Parent 11343079 Jan 2006 US
Child 11429926 US
Parent 11342289 Jan 2006 US
Child 11343079 US
Parent 11257416 Oct 2005 US
Child 11342289 US
Parent 11209030 Aug 2005 US
Child 11257416 US
Parent 11203823 Aug 2005 US
Child 11209030 US
Parent 11145170 Jun 2005 US
Child 11203823 US
Parent 10743042 Dec 2003 US
Child 11145170 US
Parent 10638524 Aug 2003 US
Child 10743042 US
Parent 10319725 Dec 2002 US
Child 09516215 US