The present disclosure generally relates to steering assist technologies in vehicles and, more particularly, to a trailer backup assist system compensating for an error by scaling a control factor of the system.
It is well known that backing up a vehicle with a trailer attached is a difficult task for many drivers. This is particularly true for drivers that are untrained at backing with trailers such as, for example, those that drive with an attached trailer on an infrequent basis (e.g., have rented a trailer, use a personal trailer on an infrequent basis, etc.). One reason for such difficulty is that backing a vehicle with an attached trailer requires counter-steering that is opposite to normal steering when backing the vehicle without a trailer attached and/or requires braking to stabilize the vehicle-trailer combination before a jack-knife condition occurs. Another such reason for such difficulty is that small errors in steering while backing a vehicle with an attached trailer are amplified, thereby causing the trailer to depart from a desired path.
Therefore, an approach for backing a trailer that provides a simple human machine interface and that overcomes other shortcomings of known trailer backup assist systems may be advantageous, desirable or useful.
According to one aspect of the present disclosure, a system for assisting in reversing of a vehicle-trailer combination includes a vehicle steering system and a controller. The controller outputs a steering signal based on a control parameter to the steering system to maintain the trailer along a commanded backing path, determines an error between a measured behavior of a characteristic of the vehicle-trailer combination and a predicted behavior of the characteristic, and adjusts the control parameter based on the error.
Embodiments of the first aspect of the invention can include any one or a combination of the following features:
According to another aspect of the present disclosure, a vehicle includes a steering system and a controller. The controller outputs a steering signal based on a commanded curvature of a backing path to the steering system to maintain a trailer articulably coupled with the vehicle along a commanded backing path, determines an error between a measured steady-state steering angle achieved by the system when the commanded curvature is constant and a predicted steady-state steering angle based on the commanded curvature, and adjusts the commanded curvature based on the error.
According to another aspect of the present disclosure, a method for assisting in reversing of a vehicle-trailer combination includes outputting a steering signal based on a control parameter to a steering system of a vehicle in the vehicle-trailer combination to maintain a trailer in the vehicle-trailer combination along a commanded backing path. The method further includes determining an error between a measured behavior of a characteristic of the vehicle-trailer combination and a predicted behavior of the characteristic and adjusting the control parameter based on the error.
These and other aspects, objects, and features of the present disclosure will be understood and appreciated by those skilled in the art upon studying the following specification, claims, and appended drawings.
In the drawings:
For purposes of description herein, the terms “upper,” “lower,” “right,” “left,” “rear,” “front,” “vertical,” “horizontal,” “interior,” “exterior,” and derivatives thereof shall relate to the device as oriented in
Referring to
As shown in
With respect to the general operation of the trailer backup assist system 10, a steering input device 18 may be provided, such as a rotatable, or otherwise moveable, knob 30, for a driver to provide the desired curvature κ2 of the trailer 12. As such, the steering input device 18 may be operable between a plurality of selections, such as successive rotated positions of a knob 30, that each provide an incremental change to the desired curvature κ2 of the trailer 12. Upon inputting the desired curvature κ2, the controller 28 may generate a steering command for the vehicle 14 to guide the trailer 12 on the desired curvature κ2 based on the estimated hitch angle γ and a kinematic relationship between the trailer 12 and the vehicle 14.
With reference to the embodiment shown in
Referring to
The embodiment of the sensor module 20 illustrated in
The sensor module 20 can generate a plurality of signals indicative of various dynamics of the trailer 12. The signals may include a yaw rate signal, a lateral acceleration signal, and wheel speed signals that may be generated respectively by a yaw rate sensor 25, an accelerometer 27, and the wheel speed sensors 23 It is conceivable that the accelerometer 27, in some embodiments, may be two or more separate sensors and may be arranged at an offset angle, such as two sensors arranged at plus and minus forty-five degrees from the longitudinal axis of the trailer 12 or arranged parallel with the longitudinal and lateral directions of the trailer 12, to generate a more robust acceleration signal, should such a signal be used by controller 28. It is also contemplated that these sensor signals could be compensated and filtered to remove offsets or drifts, and smooth out noise. Further, the controller 28 may utilize processed signals received outside of the sensor system 16, including standard signals from the brake control system 72 and the power assist steering system 62, such as vehicle yaw rate ω1, vehicle speed v1, and steering angle δ, to estimate the trailer hitch angle γ, trailer speed, and related trailer parameters. As described in more detail below, the controller 28 may estimate the hitch angle γ based on the trailer yaw rate ω2, the vehicle yaw rate ω1, and the vehicle speed v1 in view of a kinematic relationship between the trailer 12 and the vehicle 14. The controller 28 of the trailer backup assist system 10 may also utilize the estimated trailer variables and trailer parameters to control the steering system 62, brake control system 72, and the powertrain control system 74, such as to assist backing the vehicle-trailer combination or to mitigate a trailer sway condition.
With reference to the embodiment of the trailer backup assist system 10 shown in
As further shown in
In alternative embodiments, some vehicles have a power assist steering system 62 that allows a steering wheel 68 to be partially decoupled from movement of the steered wheels 64 of such a vehicle. Accordingly, the steering wheel 68 can be rotated independent of the manner in which the power assist steering system 62 of the vehicle controls the steered wheels 64 (e.g., autonomous steering as commanded by the trailer backup assist system 10). As such, in these types of vehicles where the steering wheel 68 can be selectively decoupled from the steered wheels 64 to allow independent operation thereof, the steering wheel 68 may be used as a steering input device 18 for the trailer backup assist system 10, as disclosed in greater detail herein.
Referring again to the embodiment illustrated in
As also illustrated in
The powertrain control system 74, as shown in the embodiment illustrated in
With continued reference to
As further illustrated in
Still referring to the embodiment shown in
With reference to
As shown in
δ: steering angle at steered front wheels 64 of the vehicle 14;
θ: yaw angle of the vehicle 14;
ρ: yaw angle of the trailer 12;
γ: hitch angle (γ=ρ−θ);
W: wheel base of the vehicle 14;
L: drawbar length between hitch point 42 and rear axle of the vehicle 14;
D: distance (trailer length) between hitch point 42 and axle of the trailer 12 or effective axle for a multiple axle trailer; and
r2: curvature radius for the trailer 12.
One embodiment of a kinematic relationship between trailer path radius of curvature r2 at the midpoint of an axle of the trailer 12, steering angle δ of the steered wheels 64 of the vehicle 14, and the hitch angle γ can be expressed in the equation provided below. As such, if the hitch angle γ is provided, the trailer path curvature κ2 can be controlled based on regulating the steering angle δ (where {dot over (ρ)} is trailer yaw rate and is trailer velocity).
This relationship can be expressed to provide the steering angle δ as a function of desired trailer path curvature κ2 and hitch angle γ.
Accordingly, for a particular vehicle 14 and trailer 12 combination, certain parameters (e.g., D, W and L) of the kinematic relationship are constant and assumed known. v1 is the vehicle longitudinal speed and g is the acceleration due to gravity. K is a speed dependent parameter which, when set to zero, makes the calculation of steering angle independent of vehicle speed. For example, vehicle-specific parameters of the kinematic relationship in the form of relevant dimensions can be predefined in an electronic control system of the vehicle 14 and trailer-specific parameters of the kinematic relationship can be inputted by a driver of the vehicle 14, determined from sensed trailer behavior in response to vehicle steering commands, or otherwise determined from signals provided by the trailer 12. Desired trailer path curvature κ2 can be determined from the driver input via the steering input device 18. Through the use of the equation for providing steering angle, a corresponding steering command can be generated by the curvature routine 98 for controlling the power assist steering system 62 of the vehicle 14.
In an additional embodiment, an assumption may be made by the curvature routine 98 that a longitudinal distance for the trailer drawbar length L between the pivoting connection and the rear axle of the vehicle 14 is equal to zero for purposes of operating the trailer backup assist system 10 when a gooseneck trailer or other similar trailer is connected with a hitch ball or a fifth wheel connector located over a rear axle of the vehicle 14. The assumption is essentially that the pivoting connection with the trailer 12 is substantially vertically aligned with the rear axle of the vehicle 14. When such an assumption is made, the controller 28 may generate the steering angle command for the vehicle 14 as a function independent of the longitudinal distance L between the pivoting connection and the rear axle of the vehicle 14. It is appreciated that the gooseneck trailer mentioned generally refers to the tongue 36 configuration being elevated to attach with the vehicle 14 at an elevated location over the rear axle, such as within a bed of a truck, whereby embodiments of the gooseneck trailer may include flatbed cargo areas, enclosed cargo areas, campers, cattle trailers, horse trailers, lowboy trailers, and other conceivable trailers with such a tongue 36 configuration.
Yet another embodiment of the curvature routine 98 of the trailer backup assist system 10 is illustrated in
Specifically, entering the control system 10 is an input, κ2, which represents the desired curvature of the trailer 12 that is provided to the curvature regulator 92. The curvature regulator 92 can be expressed as a static map, p(κ2, δ), which in one embodiment is the following equation:
The output hitch angle of p(κ2, δ) is provided as the reference signal, γref, for the remainder of the control system 10, although the steering angle δ value used by the curvature regulator 92 is feedback from the measurement module as a result of the non-linear function of the hitch angle regulator 90 for the steering angle command fed to power assist steering system 62 and the actual movement of steered wheels 64 achieved thereby. In the illustrated embodiment, the hitch angle regulator 90 uses feedback linearization for defining a feedback control law, as follows:
The auxiliary variable u is the output from a proportional integral (PI) controller, whereby the integral portion substantially eliminates steady-state tracking error. More specifically, the control system 10 illustrated in
It is contemplated that the PI controller may have gain terms based on trailer length D since shorter trailers will generally have faster dynamics. In addition, the hitch angle regulator 90 may be configured to prevent the desired hitch angle γref to reach or exceed a jackknife angle γjk, as computed by the controller 28 or otherwise determined by the trailer backup assist system 10, as disclosed in greater detail herein.
Referring now to
The rotatable knob 30, as illustrated in
Returning to
Referring to
After activating the trailer backup assist system 10 (e.g., before, after, or during the pull-thru sequence), the driver begins to back the trailer 12 by reversing the vehicle 14 from the first backup position B1. So long as the rotatable knob 30 (
In the embodiment illustrated in
Referring now to
As discussed above, in one aspect, the measurements for trailer length D and, in some instances, hitch position L are provided by the user. From these user-supplied quantities, system 10 may determine appropriate values for a maximum allowed curvature κmax and a maximum allowed steady-state hitch angle γmax. These values may be chosen, at least in part, to meet performance specifications in terms of the above-described RTZ metrics. Specifically, the maximum allowable curvature κmax may be chosen so that, starting from steady-state under a maximum trailer curvature request κ2=κmax, the hitch angle can be zeroed within a predetermined backing distance, and the change in trailer yaw angle over the same distance is less than a predetermined angle. Since zeroing the hitch angle requires countersteering, the performance of system 10 on the described metrics is closely related to the steering angle “margin” δmarg=δlim−δmax, where δlim is the physical steering angle limit and δmax is the steady-state steering angle during a maximum curvature request. The maximum allowed curvature κmax may therefore be determined by first choosing a steering angle margin which ensures adequate performance, and then computing the steady-state curvature κmax corresponding to the steering angle δmax=δlim−δmarg. However, as can be appreciated based on the above description of the general backing operation of system 10, the calculation of the steady-state curvature κmax corresponding to a given steady-state steering angle δmax and the closed loop control law used to steer vehicle 14 given a curvature request κ2, both depend on the, in this case user-provided, values for trailer length D and hitch position L. Accordingly, if there is an error in one or more of these values, the actual steering angle margin δlim−δ available when the system 10 is at steady state in response to a maximum curvature request κ2=κmax may be greater than or less than the desired margin δmarg. In particular, if a maximum steady-state steering angle δmax is determined based on the desired margin, but is set lower, due to a parameter error, than what the actual parameter values may allow, the system 10 may behave more conservatively than what may be intended. In this respect, the error may result in system 10 setting the maximum curvature κmax lower than necessary to achieve the desired performance. Conversely, if the maximum steady-state steering angle δmax is set higher than what accurate parameter values would allow, the system 10 may operate with steady-state hitch angles γ closer to the jackknife angle γjk than desired to achieve desired RTZ performance. If the errors are sufficiently large, the system 10 may be prevented from reaching any equilibrium, meaning that the hitch angle γ could reach the jackknife angle γjk if backed far enough under a large curvature request.
Further, in some implementations of system 10, controller 28 (
Accordingly, as shown in
As discussed above, the present embodiment takes advantage of the system 10 obtaining a direct, and assumed accurate, measurement of the actual steering angle δ. When the vehicle 14 is backing the trailer 12 under the depicted closed-loop control arrangement, and when the hitch angle γ is near steady-state (i.e., the hitch angle rate {dot over (γ)} is sufficiently close to zero), when accurate values for trailer length D and hitch position L are present, the system 10 should achieve a steering angle δ close to the predicted steering angle δpred, where the predicted steering angle is given by the following equation:
An error in the values for one or more of trailer length D, drawbar length L, and measured hitch angle γ will result in an error between the achieved steering angle δ at such a steady-state condition and the predicted steering angle δpred, which error can be expressed as:
eδ,ss:=δ−δpred. (8)
The error eδ,ss does not provide enough information to determine which parameter or parameters (trailer length D or hitch position L) or measurement (hitch angle γ) is in error or what the value of such error (or errors). However, it does correlate with the effect of such parameter or measurement errors on the RTZ performance metrics described above. In this manner, the control parameter can be adjusted based on the error in the measured characteristic (i.e. the steering angle δ) to obtain the desired steering angle δdes, as illustrated in
In one embodiment, the desired curvature κ2 commanded by the user by way of knob 30 can be set as the relevant control parameter and can be, accordingly, scaled by a factor proportionate to the integral of the steady state error eδ,ss to reduce the error eδ,ss and, accordingly, improve the RTZ performance of system 10 in reversing the vehicle 14 and trailer 12 combination. In effect, this results in replacing the desired curvature κ2 input in the control law of equation 2, above, with the scaled curvature input ακ2, where α is the scale factor. In operation, the scale factor may be initially (i.e., during the first use of system 10 or the first use of system 10 with a particular trailer 12) set to a value α0 less than or equal to one. During use of system 10 to reverse the vehicle 14 and trailer 12 combination, system 10 monitors for a steady-state backing condition (such as with respect to the desired curvature input κ2 and/or hitch angle γ) and compares the actual steering angle δ with the predicted steering angle δpred using the steady state condition measurements and available kinematic parameter values. If eδ,ss is non-zero, the scale factor α is adjusted based on the error in accordance with an update law to reduce the steady-state error eδ,ss. One example of such an update law is:
α=α0+∫0tkadapt sgn(δpred)eδ,ssdt, (9)
where kadapt is an adaptation gain that can be computed, for example, as a function of other quantities. For example, by reducing or zeroing kadapt when the estimated hitch angle rate {dot over (γ)} is above a selected threshold, system 10 can provide the adaptation only when the trailer 12 and vehicle 14 combination is at or near steady-state. It is also possible to reduce or zero kadapt when the curvature command κ2 is relatively small (e.g., when |κ2/κmax|<0.9, where κmax is the maximum allowed curvature) so that the adaptation is applied only for larger curvature commands (within 10% of κmax), which may be considered as corresponding to larger steady-state hitch angles γ.
A simplified block diagram of such a control scheme is shown in
Controller 228 hitch angle offset adaptation is carried out when the hitch angle γ is at or near steady-state by, again, providing the estimated hitch angle rate {circumflex over ({dot over (γ)})} as an input to compensator 294. In a similar manner to that which is discussed above, compensator 294 also takes the commanded curvature κ2 as an input and, optionally, takes the normalized knob signal κn as an input to limit adaptation gain to instances where the commanded curvature κ2 is at or near the maximum curvature κmax. Notably, however, the compensator 294 does not scale the curvature input, allowing the commanded curvature κ2 to be continuously fed to curvature controller 228. The compensator 294 instead adapts the hitch angle γ, as illustrated, by using the steady state steering angle error eδ,ss to add an offset βγ to the measured or estimated hitch angle {circumflex over (γ)} before being fed into the curvature controller 228. In this manner, rather than replacing the commanded curvature κ2 in the control law of equation (2) with the scaled commanded curvature ακ2, controller 228 replaces the estimated or measured hitch angle {circumflex over (γ)} with the offset hitch angle {circumflex over (γ)}+βγ in the control law of equation (2).
In a similar manner to that which is discussed above, compensator 294 can include both the update law for the offset βγ, as well as the function computing an adaptation gain for the offset βγ that is similar to the adaptation gain discussed above. In an alternative arrangement, the measured or estimated hitch angle {circumflex over (γ)} can be replaced by a scaled hitch angle α{circumflex over (γ)} in a manner similar to the scaled commanded curvature ακ2, discussed above. In another variation, a controller can include multiple hitch angle offsets βγ,k, k=1, . . . , N (wherein N represents the finite number of offsets), with each offset corresponding to one of a sequential range of nominal (i.e. measured or estimated) hitch angles {circumflex over (γ)}. The hitch angle correction applied at the particular measured or estimated hitch angle {circumflex over (γ)} can, accordingly, be a combination of the hitch angle correction parameters, which may be additive or escalating in nature.
It is noted that both embodiments of the controllers 28,228 discussed above apply the described compensation at near steady state conditions (for at least hitch angle γ), which is at least partially done to help compensate for the performance characteristic error that may be at least partially due to an uncertainty in the hitch angle measurement. However, in various instances when the hitch angle rate measurement or estimate {circumflex over ({dot over (γ)})} is known or believed to be sufficiently accurate, a variation of the compensation scheme can be employed that allows parameter adaptation when the hitch angle γ is not at steady-state. Such a scheme requires a reference model that operates under dynamic conditions, an example of which is provided in the equation:
where v1 is the vehicle velocity. Thus, a controller that uses a dynamic compensation scheme based around equation (10), the associated compensator will take an estimate or measurement of the actual hitch angle rate {dot over (γ)} compared to the predicted hitch angle rate {dot over (γ)}pred derived using equation (10) with the commanded curvature κ2 as an input to determine an error in the hitch angle rate e{dot over (γ)} according to:
e{dot over (γ)}:={circumflex over ({dot over (γ)})}−{dot over (γ)}pred, (11)
where {circumflex over ({dot over (γ)})} is the estimated hitch angle rate, as the adaptation law. It is contemplated that a measured hitch angle rate can also be used. The described compensation scheme and adaptation law can be implemented by a compensator similar to the compensator 94 described above in a controller similar to controller 28 described above with respect to
The controllers 28,228 described above are example embodiments of controllers that can provide compensation to a control parameter based on an error between a predicted characteristic and a monitored characteristic, and are particularly adapted to the variation of system 10 described above using the curvature-based control scheme (i.e. using curvature routine 98 and the related equations). In other embodiments, different control parameters can be adjusted to similarly available characteristics that relate the control parameter to RTZ performance. In one such example a system that uses a desired, or commanded, hitch angle γdes as the control parameter, and the steering angle δ of the corresponding vehicle 14 to bring the measured (or estimated) hitch angle γ to the commanded hitch angle γdes can apply a scale factor α to the desired hitch angle γdes to be fed into the corresponding hitch angle control routine. Still further variations are contemplated in this manner that can compensate for errors in system performance characteristics to scale a control parameter according to similar principles without departing from the spirit of the present invention. It is also noted that adaptation, as described herein, can be applied to more than one control parameter. In one example, a controller can implement different scale factors for left and right curvature requests, as such a scheme may help compensate for errors that result in asymmetry in performance, such as an unknown hitch angle γ bias.
In a further embodiment, a method for assisting in reversing of a vehicle 14 and trailer 12 combination incorporates the use of the system 10 described above according to the above-described parameter compensation schemes and variations thereof. The method can generally involve outputting the steering signal (i.e., the desired steering angle δdes) based on the control parameter to the steering system 62 of the vehicle 14 in the vehicle 14 and trailer 12 combination to maintain the trailer 12 along the commanded backing path 26. The method further includes determining the error between the above-described measured behavior of the relevant characteristic of the vehicle 14 and trailer 12 combination and the predicted behavior of the characteristic, and adjusting the control parameter based on the error. This method can be carried out using the controllers 28,228 employing the compensators 94,294, as described above according to the schemes discussed in connection therewith and variations thereof. In particular embodiments, the control parameter can be the commanded curvature κ2 of the vehicle 14 and trailer 12 combination or the measured or estimated hitch angle {circumflex over (γ)} thereof, as discussed in greater detail above. Further, the error can be between a predicted steering angle δpred thereof and a measured steering angle δ or between a predicted hitch angle rate {dot over (γ)}pred and a measured or estimated hitch angle rate {circumflex over ({dot over (γ)})}, among other possibilities as would be understood in light of the above description in light of any other particular aspects of the control scheme implemented.
It is to be understood that variations and modifications can be made on the aforementioned structure without departing from the concepts of the present disclosure, and further it is to be understood that such concepts are intended to be covered by the following claims unless these claims by their language expressly state otherwise.
For purposes of this disclosure, the term “coupled” (in all of its forms, couple, coupling, coupled, etc.) generally means the joining of two components (electrical or mechanical) directly or indirectly to one another. Such joining may be stationary in nature or movable in nature. Such joining may be achieved with the two components (electrical or mechanical) and any additional intermediate members being integrally formed as a single unitary body with one another or with the two components. Such joining may be permanent in nature or may be removable or releasable in nature unless otherwise stated.
It is also important to note that the construction and arrangement of the elements of the disclosure as shown in the exemplary embodiments is illustrative only. Although only a few embodiments of the present innovations have been described in detail in this disclosure, those skilled in the art who review this disclosure will readily appreciate that many modifications are possible (e.g., variations in sizes, dimensions, structures, shapes and proportions of the various elements, values of parameters, mounting arrangements, use of materials, colors, orientations, etc.) without materially departing from the novel teachings and advantages of the subject matter recited. For example, elements shown as integrally formed may be constructed of multiple parts or elements shown as multiple parts may be integrally formed, the operation of the interfaces may be reversed or otherwise varied, the length or width of the structures and/or members or connector or other elements of the system may be varied, the nature or number of adjustment positions provided between the elements may be varied. It should be noted that the elements and/or assemblies of the system may be constructed from any of a wide variety of materials that provide sufficient strength or durability, in any of a wide variety of colors, textures, and combinations. Accordingly, all such modifications are intended to be included within the scope of the present innovations. Other substitutions, modifications, changes, and omissions may be made in the design, operating conditions, and arrangement of the desired and other exemplary embodiments without departing from the spirit of the present innovations.
It will be understood that any described processes or steps within described processes may be combined with other disclosed processes or steps to form structures within the scope of the present disclosure. The exemplary structures and processes disclosed herein are for illustrative purposes and are not to be construed as limiting.
Number | Name | Date | Kind |
---|---|---|---|
3542390 | Fikse | Nov 1970 | A |
3756624 | Taylor | Sep 1973 | A |
3860257 | Mesly | Jan 1975 | A |
4042132 | Bohman et al. | Aug 1977 | A |
4735432 | Brown | Apr 1988 | A |
4752080 | Rogers | Jun 1988 | A |
4848499 | Martinet et al. | Jul 1989 | A |
5001639 | Breen | Mar 1991 | A |
5108158 | Breen | Apr 1992 | A |
5246242 | Penzotti | Sep 1993 | A |
5247442 | Kendall | Sep 1993 | A |
5558350 | Kimbrough et al. | Sep 1996 | A |
5586814 | Steiner | Dec 1996 | A |
6042196 | Nakamura et al. | Mar 2000 | A |
6056371 | Lin et al. | May 2000 | A |
6155377 | Tokunaga | Dec 2000 | A |
6292094 | Deng et al. | Sep 2001 | B1 |
6301532 | Kull | Oct 2001 | B1 |
6351698 | Kubota et al. | Feb 2002 | B1 |
6389342 | Kanda | May 2002 | B1 |
6409288 | Yoshida et al. | Jun 2002 | B2 |
6494476 | Masters et al. | Dec 2002 | B2 |
6498977 | Wetzel et al. | Dec 2002 | B2 |
6567731 | Chandy | May 2003 | B2 |
6704653 | Kuriya | Mar 2004 | B2 |
6765607 | Mizusawa | Jul 2004 | B2 |
6838979 | Deng et al. | Jan 2005 | B2 |
6854557 | Deng et al. | Feb 2005 | B1 |
7032705 | Zheng et al. | Apr 2006 | B2 |
7117077 | Michi et al. | Oct 2006 | B2 |
7136754 | Hahn et al. | Nov 2006 | B2 |
7139650 | Lubischer | Nov 2006 | B2 |
7154385 | Lee et al. | Dec 2006 | B2 |
7165820 | Rudd, III | Jan 2007 | B2 |
7219913 | Atley | May 2007 | B2 |
7319927 | Sun et al. | Jan 2008 | B1 |
7546191 | Lin et al. | Jun 2009 | B2 |
7690737 | Lu | Apr 2010 | B2 |
7706944 | Tanaka et al. | Apr 2010 | B2 |
7715953 | Shepard | May 2010 | B2 |
7757608 | Kono | Jul 2010 | B2 |
7793965 | Padula | Sep 2010 | B2 |
7969326 | Sakakibara | Jun 2011 | B2 |
8010253 | Lundquist | Aug 2011 | B2 |
8033955 | Farnsworth | Oct 2011 | B2 |
8036792 | Dechamp | Oct 2011 | B2 |
8108116 | Mori et al. | Jan 2012 | B2 |
8139109 | Schmiedel et al. | Mar 2012 | B2 |
8170726 | Chen et al. | May 2012 | B2 |
8244442 | Craig et al. | Aug 2012 | B2 |
8260518 | Englert | Sep 2012 | B2 |
8267485 | Barlsen et al. | Sep 2012 | B2 |
8280607 | Gatti et al. | Oct 2012 | B2 |
8374749 | Tanaka | Feb 2013 | B2 |
8430792 | Noll | Apr 2013 | B2 |
8469125 | Yu et al. | Jun 2013 | B2 |
8571758 | Klier et al. | Oct 2013 | B2 |
8755982 | Heckel et al. | Jun 2014 | B2 |
8755984 | Rupp et al. | Jun 2014 | B2 |
8798860 | Dechamp | Aug 2014 | B2 |
8825262 | Lee | Sep 2014 | B2 |
8909426 | Rhode et al. | Dec 2014 | B2 |
8930140 | Trombley et al. | Jan 2015 | B2 |
9102271 | Trombley et al. | Aug 2015 | B2 |
9108598 | Headley | Aug 2015 | B2 |
9132856 | Shepard | Sep 2015 | B2 |
9156496 | Greenwood et al. | Oct 2015 | B2 |
9164955 | Lavoie et al. | Oct 2015 | B2 |
9180890 | Lu et al. | Nov 2015 | B2 |
9227474 | Liu | Jan 2016 | B2 |
9229453 | Lee | Jan 2016 | B1 |
9238483 | Hafner et al. | Jan 2016 | B2 |
9248858 | Lavoie et al. | Feb 2016 | B2 |
9315212 | Kyrtsos et al. | Apr 2016 | B1 |
9335162 | Kyrtsos et al. | May 2016 | B2 |
9340228 | Xu et al. | May 2016 | B2 |
9434414 | Lavoie | Sep 2016 | B2 |
9464913 | Brown | Oct 2016 | B2 |
9500497 | Lavoie et al. | Nov 2016 | B2 |
9616923 | Lavoie et al. | Apr 2017 | B2 |
9840278 | Lavoie et al. | Dec 2017 | B2 |
10353393 | Zhu | Jul 2019 | B2 |
10427716 | Xu | Oct 2019 | B2 |
20010037164 | Hecker | Nov 2001 | A1 |
20010052434 | Ehrlich et al. | Dec 2001 | A1 |
20040222881 | Deng et al. | Nov 2004 | A1 |
20050165546 | Aral | Jul 2005 | A1 |
20050206224 | Lu | Sep 2005 | A1 |
20050206225 | Offerle et al. | Sep 2005 | A1 |
20050206229 | Lu et al. | Sep 2005 | A1 |
20050236201 | Spannheimer et al. | Oct 2005 | A1 |
20050236896 | Offerle et al. | Oct 2005 | A1 |
20060103511 | Lee et al. | May 2006 | A1 |
20060142936 | Dix | Jun 2006 | A1 |
20060167600 | Nelson, Jr. | Jul 2006 | A1 |
20060200280 | Kono | Sep 2006 | A1 |
20070027581 | Bauer et al. | Feb 2007 | A1 |
20070198190 | Bauer et al. | Aug 2007 | A1 |
20080177443 | Lee et al. | Jul 2008 | A1 |
20080231701 | Greenwood et al. | Sep 2008 | A1 |
20090082935 | Leschuk et al. | Mar 2009 | A1 |
20090157260 | Lee | Jun 2009 | A1 |
20090198425 | Englert | Aug 2009 | A1 |
20090271078 | Dickinson | Oct 2009 | A1 |
20090306854 | Dechamp | Dec 2009 | A1 |
20090306861 | Schumann et al. | Dec 2009 | A1 |
20090326775 | Nishida | Dec 2009 | A1 |
20100152989 | Smith et al. | Jun 2010 | A1 |
20110087398 | Lu et al. | Apr 2011 | A1 |
20110118938 | MacDonald | May 2011 | A1 |
20120041658 | Turner | Feb 2012 | A1 |
20120095649 | Klier et al. | Apr 2012 | A1 |
20120200706 | Greenwood et al. | Aug 2012 | A1 |
20120271512 | Rupp et al. | Oct 2012 | A1 |
20120271514 | Lavoie et al. | Oct 2012 | A1 |
20120271515 | Rhode et al. | Oct 2012 | A1 |
20120271522 | Rupp et al. | Oct 2012 | A1 |
20120283909 | Dix | Nov 2012 | A1 |
20120310594 | Watanabe | Dec 2012 | A1 |
20120316732 | Auer | Dec 2012 | A1 |
20130148748 | Suda | Jun 2013 | A1 |
20130179038 | Goswami et al. | Jul 2013 | A1 |
20130268160 | Trombley et al. | Oct 2013 | A1 |
20140052337 | Lavoie et al. | Feb 2014 | A1 |
20140058614 | Trombley et al. | Feb 2014 | A1 |
20140058622 | Trombley et al. | Feb 2014 | A1 |
20140058655 | Trombley et al. | Feb 2014 | A1 |
20140058668 | Trombley et al. | Feb 2014 | A1 |
20140067154 | Yu et al. | Mar 2014 | A1 |
20140067155 | Yu et al. | Mar 2014 | A1 |
20140085472 | Lu et al. | Mar 2014 | A1 |
20140121930 | Allexi et al. | May 2014 | A1 |
20140160276 | Pliefke et al. | Jun 2014 | A1 |
20140172232 | Rupp et al. | Jun 2014 | A1 |
20140188344 | Lavoie | Jul 2014 | A1 |
20140188346 | Lavoie | Jul 2014 | A1 |
20140210456 | Crossman | Jul 2014 | A1 |
20140218506 | Trombley et al. | Aug 2014 | A1 |
20140218522 | Lavoie et al. | Aug 2014 | A1 |
20140222288 | Lavoie et al. | Aug 2014 | A1 |
20140236532 | Trombley et al. | Aug 2014 | A1 |
20140249691 | Hafner | Sep 2014 | A1 |
20140249723 | Pilutti et al. | Sep 2014 | A1 |
20140267688 | Aich et al. | Sep 2014 | A1 |
20140267689 | Lavoie | Sep 2014 | A1 |
20140277942 | Kyrtsos et al. | Sep 2014 | A1 |
20140297128 | Lavoie et al. | Oct 2014 | A1 |
20140297129 | Lavoie et al. | Oct 2014 | A1 |
20140303847 | Lavoie | Oct 2014 | A1 |
20140303849 | Hafner | Oct 2014 | A1 |
20140309888 | Smit et al. | Oct 2014 | A1 |
20140324295 | Lavoie | Oct 2014 | A1 |
20140343795 | Lavoie | Nov 2014 | A1 |
20140358429 | Shutko et al. | Dec 2014 | A1 |
20140379217 | Rupp et al. | Dec 2014 | A1 |
20150025732 | Min et al. | Jan 2015 | A1 |
20150057903 | Rhode et al. | Feb 2015 | A1 |
20150066296 | Trombley et al. | Mar 2015 | A1 |
20150066298 | Sharma et al. | Mar 2015 | A1 |
20150120141 | Lavoie et al. | Apr 2015 | A1 |
20150134183 | Lavoie et al. | May 2015 | A1 |
20150138340 | Lavoie | May 2015 | A1 |
20150158527 | Hafner | Jun 2015 | A1 |
20150203156 | Hafner | Jul 2015 | A1 |
20150210317 | Hafner et al. | Jul 2015 | A1 |
20150217693 | Pliefke et al. | Aug 2015 | A1 |
20150232092 | Fairgrieve et al. | Aug 2015 | A1 |
20160001705 | Greenwood et al. | Jan 2016 | A1 |
20160009288 | Yu | Jan 2016 | A1 |
20160039456 | Lavoie et al. | Feb 2016 | A1 |
20160052548 | Singh et al. | Feb 2016 | A1 |
20160059888 | Bradley et al. | Mar 2016 | A1 |
20160129939 | Singh et al. | May 2016 | A1 |
20160229452 | Lavoie | Aug 2016 | A1 |
20170101130 | Lavoie | Apr 2017 | A1 |
20170106869 | Lavoie | Apr 2017 | A1 |
20170144701 | Medagoda | May 2017 | A1 |
20170158236 | Kim | Jun 2017 | A1 |
20170259850 | Yamashita et al. | Sep 2017 | A1 |
20170313351 | Lavoie | Nov 2017 | A1 |
20180111621 | Buss | Apr 2018 | A1 |
20180188734 | Zhu | Jul 2018 | A1 |
20180215382 | Gupta | Aug 2018 | A1 |
20190077457 | Xu | Mar 2019 | A1 |
20190092388 | Raad | Mar 2019 | A1 |
Number | Date | Country |
---|---|---|
202159367 | Mar 2012 | CN |
3931518 | Apr 1991 | DE |
9208595 | Aug 1992 | DE |
10154612 | May 2003 | DE |
102005043466 | Mar 2007 | DE |
102005043467 | Mar 2007 | DE |
102005043468 | Mar 2007 | DE |
102006002294 | Jul 2007 | DE |
102007029413 | Jan 2009 | DE |
102006035021 | Apr 2010 | DE |
102008043675 | May 2010 | DE |
102009007990 | Aug 2010 | DE |
102009012253 | Sep 2010 | DE |
102010029184 | Nov 2011 | DE |
0418653 | Mar 1991 | EP |
1361543 | Nov 2003 | EP |
1655191 | May 2006 | EP |
1810913 | Jul 2007 | EP |
2388180 | Nov 2011 | EP |
2644477 | Oct 2013 | EP |
2515379 | Apr 1983 | FR |
09267762 | Oct 1997 | JP |
10119739 | May 1998 | JP |
2012166580 | Sep 2012 | JP |
0044605 | Aug 2000 | WO |
2012059207 | May 2012 | WO |
2012103193 | Aug 2012 | WO |
2013186208 | Dec 2013 | WO |
2015187467 | Dec 2015 | WO |
Entry |
---|
Haviland, G S, “Automatic Brake Control for Trucks—What Good Is It?”, TRID, Society of Automotive Engineers, Sep. 1968, 1 pg. |
M. Khatib, H. Jaouni, R. Chatila, and J.P. Laumond; “Dynamic Path Modification for Car-Like Nonholonomic Mobile Robots,” IEEE, International Conference on Robotics and Automation, Albuquerque, New Mexico, Apr. 1997, 6 pages. |
Altafini, C.; Speranzon, A.; Wahlberg, B., “A Feedback Control Scheme for Reversing a Truck and Trailer Vehicle”, IEEE, Robotics and Automation, IEEE Transactions, Dec. 2001, vol. 17, No. 6, 2 pgs. |
Claudio Altafini, Alberto Speranzon, and Karl Henrik Johansson, “Hybrid Control of a Truck and Trailer Vehicle”, Springer-Verlag Berlin Heidelberg, HSCC 2002, LNCS 2289; 2002, pp. 21-34. |
Divelbiss, A.W.; Wen, J.T.; “Trajectory Tracking Control of a Car-Trailer System”, IEEE, Control Systems Technology, Aug. 6, 2002, vol. 5, No. 3, 1 pg. |
Guanrong, Chen; Delin, Zhang; “Backing up a Truck-Trailer with Suboptimal Distance Trajectories”, IEEE, Proceedings of the Fifth IEEE International Conference, vol. 2, Aug. 6, 2002, New Orleans, LA, ISBN:0-7803-3645-3, 1 pg. |
F. Cuesta and A. Ollero, “Intelligent System for Parallel Parking of Cars and Tractor-Trailers”, Intelligent Mobile Robot Navigation, STAR, 2005, pp. 159-188, Springer-Verlag Berlin Heidelberg. |
“Understanding Tractor-Trailer Performance”, Caterpillar, 2006, pp. 1-28. |
C. Lundquist; W. Reinelt; O. Enqvist, “Back Driving Assistant for Passenger Cars with Trailer”, ZF Lenksysteme GmbH, Schwäbisch Gmünd, Germany, 2006 (SAE Int'l) Jan. 2006, pp. 1-8. |
Olof Enqvist, “AFS-Assisted Trailer Reversing,” Institutionen för systemteknik Deartment of Electrical Engineering, Jan. 27, 2006, 57 pgs. |
Cedric Pradalier, Kane Usher, “Robust Trajectory Tracking for a Reversing Tractor-Trailer System”, (Draft), Field and Service Robotics Conference, CSIRO ICT Centre, Jul. 2007, 16 pages. |
Hodo, D. W.; Hung, J.Y.; Bevly, D. M.; Millhouse, S., “Effects of Sensor Placement and Errors on Path Following Control of a Mobile Robot-Trailer System”, IEEE, American Control Conference, Jul. 30, 2007, 1 pg. |
Cedric Pradalier, Kane Usher, “Experiments in Autonomous Reversing of a Tractor-Trailer System”, 6th International Conference on Field and Service Robotics, inria-00195700, Version 1, Dec. 2007, 10 pgs. |
Zhe Leng; Minor, M., “A Simple Tractor-Trailer Backing Control Law for Path Following”, IEEE, Intelligent Robots and Systems (IROS) IEEE/RSJ International Conference, Oct. 2010, 2 pgs. |
“2012 Edge—Trailer Towing Selector”, Brochure, Preliminary 2012 RV & Trailer Towing Guide Information, 2011, 3 pgs. |
“Ford Super Duty: Truck Technologies”, Brochure, Sep. 2011, 2 pgs. |
J. Roh; H. Lee; W. Chung, “Control of a Car with a Trailer Using the Driver Assistance System”, IEEE, International Conference on Robotics and Biomimetics; Phuket, Thailand, Dec. 2011, 1 pg. |
Payne, M.L.;Hung, J.Y, and Bevy, D.M; “Control of a Robot-Trailer System Using a Single Non-Collacted Sensor”, IEEE, 38th Annual Conference on IEEE Industrial Electronics Society, Oct. 25-28, 2012, 2 pgs. |
SH. Azadi, H.R. Rezaei Nedamani, and R. Kazemi, “Automatic Parking of an Articulated Vehicle Using ANFIS”, Global Journal of Science, Engineering and Technology (ISSN: 2322-2441), 2013, pp. 93-104, Issue No. 14. |
“Optionally Unmanned Ground Systems for any Steering-Wheel Based Vehicle” Universal. Unmanned., Kairos Autonomi, website: http://www.kairosautonomi.com/pronto4_system.html, retrieved Sep. 26, 2014, 2 pgs. |
Micah Steele, R. Brent Gillespie, “Shared Control Between Human and Machine: Using a Haptic Steering Wheel to Aid in Land Vehicle Guidance”, University of Michigan, Date Unknown, 5 pgs. |
Number | Date | Country | |
---|---|---|---|
20190061817 A1 | Feb 2019 | US |