WO2003090981A1 - Systeme permettant d'estimer l'attitude d'un robot mobile monte sur des jambes - Google Patents
Systeme permettant d'estimer l'attitude d'un robot mobile monte sur des jambes Download PDFInfo
- Publication number
- WO2003090981A1 WO2003090981A1 PCT/JP2003/005449 JP0305449W WO03090981A1 WO 2003090981 A1 WO2003090981 A1 WO 2003090981A1 JP 0305449 W JP0305449 W JP 0305449W WO 03090981 A1 WO03090981 A1 WO 03090981A1
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- WO
- WIPO (PCT)
- Prior art keywords
- posture
- angular velocity
- estimated
- value
- gait
- Prior art date
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Classifications
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B25—HAND TOOLS; PORTABLE POWER-DRIVEN TOOLS; MANIPULATORS
- B25J—MANIPULATORS; CHAMBERS PROVIDED WITH MANIPULATION DEVICES
- B25J5/00—Manipulators mounted on wheels or on carriages
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B62—LAND VEHICLES FOR TRAVELLING OTHERWISE THAN ON RAILS
- B62D—MOTOR VEHICLES; TRAILERS
- B62D57/00—Vehicles characterised by having other propulsion or other ground- engaging means than wheels or endless track, alone or in addition to wheels or endless track
- B62D57/02—Vehicles characterised by having other propulsion or other ground- engaging means than wheels or endless track, alone or in addition to wheels or endless track with ground-engaging propulsion means, e.g. walking members
- B62D57/032—Vehicles characterised by having other propulsion or other ground- engaging means than wheels or endless track, alone or in addition to wheels or endless track with ground-engaging propulsion means, e.g. walking members with alternately or sequentially lifted supporting base and legs; with alternately or sequentially lifted feet or skid
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B25—HAND TOOLS; PORTABLE POWER-DRIVEN TOOLS; MANIPULATORS
- B25J—MANIPULATORS; CHAMBERS PROVIDED WITH MANIPULATION DEVICES
- B25J13/00—Controls for manipulators
- B25J13/08—Controls for manipulators by means of sensing devices, e.g. viewing or touching devices
- B25J13/088—Controls for manipulators by means of sensing devices, e.g. viewing or touching devices with position, velocity or acceleration sensors
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B62—LAND VEHICLES FOR TRAVELLING OTHERWISE THAN ON RAILS
- B62D—MOTOR VEHICLES; TRAILERS
- B62D57/00—Vehicles characterised by having other propulsion or other ground- engaging means than wheels or endless track, alone or in addition to wheels or endless track
- B62D57/02—Vehicles characterised by having other propulsion or other ground- engaging means than wheels or endless track, alone or in addition to wheels or endless track with ground-engaging propulsion means, e.g. walking members
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01C—MEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
- G01C21/00—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00
- G01C21/10—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 by using measurements of speed or acceleration
- G01C21/12—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 by using measurements of speed or acceleration executed aboard the object being navigated; Dead reckoning
- G01C21/16—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 by using measurements of speed or acceleration executed aboard the object being navigated; Dead reckoning by integrating acceleration or speed, i.e. inertial navigation
- G01C21/183—Compensation of inertial measurements, e.g. for temperature effects
- G01C21/185—Compensation of inertial measurements, e.g. for temperature effects for gravity
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01C—MEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
- G01C21/00—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00
- G01C21/10—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 by using measurements of speed or acceleration
- G01C21/12—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 by using measurements of speed or acceleration executed aboard the object being navigated; Dead reckoning
- G01C21/16—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 by using measurements of speed or acceleration executed aboard the object being navigated; Dead reckoning by integrating acceleration or speed, i.e. inertial navigation
- G01C21/183—Compensation of inertial measurements, e.g. for temperature effects
- G01C21/188—Compensation of inertial measurements, e.g. for temperature effects for accumulated errors, e.g. by coupling inertial systems with absolute positioning systems
Definitions
- the present invention relates to an apparatus for estimating a self-posture of a legged mobile robot.
- an inclinometer is mounted on the upper body of a leg-type moving port, such as a bipedal robot, and the output of the inclinometer (inclination angle of the upper body with respect to the vertical direction) is used as the target gait.
- the robot's posture is controlled so as to converge on the tilt angle of the upper body.
- the inclinometer is composed of a gyro sensor for detecting the angular velocity of the body and an acceleration sensor (or a vertical indicator such as a pendulum) for detecting the vertical direction (ie, the direction of gravity).
- the inclinometer basically estimates the tilt angle of the body by integrating the angular velocity detected by the gyro sensor. However, the integration error accumulates as it is (so-called drift occurs). Thus, the estimated inclination angle obtained by integration was corrected.
- the difference between the inclination angle with respect to the acceleration direction detected by the acceleration sensor and the inclination angle obtained by passing the detection value of the jay mouth sensor through an integrator is obtained, and a correction amount (difference The sum of the value multiplied by the predetermined gain and the difference obtained by integrating the difference and multiplied by the predetermined gain) is additionally input to the integrator to correct the tilt angle.
- the inclination and orientation of a certain representative part such as the upper body are collectively referred to as “posture”.
- “Slope” is the angle between the vertical direction.
- “Orientation” is the direction of the vector, which is a vector that indicates the front direction of the representative part projected on the horizontal plane.
- a typical part is a part on which an inclinometer composed of a gyro sensor and an acceleration sensor is mounted, but other parts are also equipped with that part and an inclinometer. If there is a joint displacement detector such as an encoder or a displacement control actuator at each joint between the part and the part, the inclination of that part can be calculated, and that part may be used as a representative part. I don't know. For example, even when a gyro sensor and / or an acceleration sensor are provided on a head connected by a jointed neck, the representative portion may be the upper body. In an embodiment described later, the upper body is the representative portion. And
- a set of displacements of all joints is also called a posture, but in this embodiment, “posture” is not used in this sense unless otherwise specified.
- the posture rotation in the desired gait is referred to as a desired posture rotation.
- the phenomena that are of primary concern here are the actual The rotation of the entire posture (or the rotation of the posture of a representative part such as the upper body) deviates from the target posture rotation. If this phenomenon is strictly expressed, it should be called “perturbation from the target posture rotation” or “posture rotation perturbation”. Abbreviated as "posture rotation”.
- spin the phenomenon in which the entire mouth pot rotates around the vertical axis and deviates from the direction of the target gait.
- the movement path of the mouth pot also deviates from the target movement path. In such a case, it is necessary to guide the movement route of the lopot to the target route. To this end, it is necessary to accurately estimate the posture, especially the orientation, of the representative portion such as the upper body of the mouth pot. Required.
- the conventional body posture estimation technology of the robot it has been impossible to accurately estimate the posture of the mouth port particularly in the yaw direction due to the influence of the drift. .
- the present invention has been made in view of the above-described background, and has as its object to provide a self-posture estimating apparatus capable of accurately estimating the self-posture of a legged moving port bot, particularly, the posture in one direction. Aim. Disclosure of the invention
- a first invention of a legged mobile robot self-posture estimating apparatus of the present invention is a legged mobile robot controlled to follow a determined target gait to achieve the above object.
- Posture angular velocity detecting means for detecting a posture angular velocity of a predetermined portion of the robot; and at least one of a target movement of the target gait, a detected value of a displacement of the joint of the robot, and a target value of the displacement of the joint.
- the connection between the mouth pot and the floor is based on the motion state amount of the Non-slip attitude angular velocity estimating means for estimating the attitude angular velocity of the predetermined portion assuming that the contact surface does not slip, and at least the detected value of the attitude angular velocity detecting means and the non-slip attitude angular velocity estimating means estimate A drift correction value determining means for determining a drift correction value for the detected value of the attitude angular velocity detecting means in accordance with the determined attitude angular velocity, and at least a detection value of the attitude angular velocity detecting means corrected by the drift correction value.
- Integrating means for estimating the attitude angle of the predetermined portion by integrating the attitude angular velocity wherein the drift correction value determination means corrects the detection value of the attitude angular velocity detection means with the drift correction value.
- a new drift correction value is determined so that the deviation between the posture angular velocity obtained by the above-mentioned posture angular velocity estimation means and the posture angular velocity estimated by the non-slip posture angular velocity estimation means approaches zero. And it is characterized in and.
- At least a motion state amount of the robot including at least one of a target motion of the desired gait, a detected value of displacement of the joint of the robot, and a target value of displacement of the joint is determined. Then, assuming that there is no slip on the contact surface between the lopot and the floor, the posture angular velocity of the predetermined portion is estimated. That is, by assuming that the slip does not occur, the posture angle of the predetermined portion can be estimated by geometrical calculation based on the motion state amount. It is possible to estimate the posture angular velocity of the predetermined part as the temporal change amount.
- the drift correction value is determined at least in accordance with the estimated attitude angular velocity (posture angular velocity estimation value) and the detection value of the attitude angular velocity detection means (posture angular velocity detection value). More specifically, a new drift correction value is set so that the deviation between the attitude angular velocity obtained by correcting the attitude angular velocity detection value by the drift correction value (the already determined drift correction value) and the above-described attitude angular velocity estimation value approaches zero. Determined (drift correction value is updated). When deciding which drift correction value, for example, the drift correction value is determined from the deviation by an appropriate feedback control law. You can ask for it.
- the posture angle of the predetermined part is estimated by integrating the posture angular velocity obtained by correcting the posture angular velocity detection value using at least the drift correction value determined above.
- the drift correction value determining means includes means for determining whether or not a rotational slip has occurred on a contact surface between the mouth port and the floor, and determines that the rotational slip has occurred. Then, it is preferable to hold the value of the drift correction value (second invention).
- the first invention uses the attitude angular velocity estimated on the assumption that the contact surface between the mouth pot and the floor does not slip (hereinafter, referred to as the estimated attitude angular velocity without slip in the following description of the present invention).
- the correction value is determined, the reliability of the estimated posture angular velocity without slip is reduced in a situation where a rotational slip occurs. Therefore, in the second invention, the value of the drift correction value is held (not updated) in a situation where it is determined that rotational slip has occurred. This makes it possible to secure the reliability of the drift correction value and, as a result, to ensure the accuracy of the estimated value of the posture angle of the predetermined part as the self-posture of the mouth pot with high accuracy.
- the third invention of the legged moving port pot self-posture estimating device of the present invention comprises: a posture angular velocity detecting means for detecting a posture angular velocity of a predetermined portion of the legged moving port, and at least a movement stop of the robot.
- Drift correction value determining means for determining a drift correction value for the detected value based on the detected value of the attitude angular velocity detecting means in a state, and at least the detected value of the attitude angular velocity detecting means during movement of the lopot. Is integrated with the attitude angular velocity obtained by correcting the attitude angle with the drift correction value to estimate the attitude angle of the predetermined portion. And a dividing means.
- Such a third invention is based on a detection value (posture angular velocity detection value) of the posture angular velocity detection means in the loport motion stop state, that is, a posture angular velocity detection value in a state where the actual posture angular velocity becomes zero in principle. Since the drift correction value is determined, a highly reliable drift correction value can be determined. Then, during the movement of the mouth pot, the posture angle of the predetermined part is estimated by integrating the posture angular velocity obtained by correcting the posture angular velocity detection value by at least the drift correction value. By appropriately compensating for the influence of drift due to integration, it becomes possible to accurately estimate the posture angle of the predetermined portion as the robot's own posture.
- the drift correction value determining means includes: a component in one direction of the detected value of the attitude angular velocity detecting means; and a posture angular velocity estimated by the non-slip posture angular velocity estimating means. It is preferable to determine the drift correction value according to the component in the yellow direction among the above (fourth invention).
- the drift correction value determination means determines the drift correction value in accordance with a component in the Y direction among the detection values of the attitude angular velocity detection means. 5 inventions).
- the drift in the yaw direction of the attitude angular velocity detecting means can be appropriately compensated, and in particular, the direction of the predetermined position can be accurately estimated.
- the direction of the predetermined position can be accurately estimated.
- the predetermined portion is an upper body of the mouth pot (a sixth invention). Since the posture of the torso can be accurately estimated, it is possible to accurately perform control such as stabilization of the posture of the robot. BRIEF DESCRIPTION OF THE FIGURES
- FIG. 1 is a schematic diagram showing an outline of the overall configuration of a bipedal transfer robot as a legged mobile robot in an embodiment of the present invention
- FIG. 2 is a configuration of a foot portion of each leg of FIG. Fig. 3 and Fig. 4 are a schematic side view and a bottom view, respectively, showing the detailed configuration of the foot of each leg
- Fig. 5 is a control unit provided in the mouth port of Fig. 1.
- FIG. 6 is a block diagram showing a functional configuration of the control unit shown in FIG. Fig. 7 is an explanatory diagram showing the running gait of the mouth pot, and Figs.
- FIG. 8 (a), (b) and (c) are the floor reaction force vertical component of the target gait, the target ZMP, and the self-position / posture estimation.
- FIG. 9 is a flowchart showing the processing of the main part of the control unit in the first embodiment
- FIG. 10 is the self-position / posture estimation processing of the mouthpiece of FIG.
- FIG. 11 and FIG. 12 are diagrams for explaining the self-position / posture estimation processing of the flowchart of FIG.
- FIG. 13 is a block diagram showing a main part of the self-position / orientation estimation process of the flowchart of FIG. 9, and
- FIGS. 14 (a) and (b) are diagrams for explaining the process of FIG. 15 is a graph showing an example of setting gains used in the processing of FIG.
- a self-position estimating device for a legged mobile robot according to an embodiment of the present invention will be described with reference to the accompanying drawings.
- a leg-type moving port a two-legged moving port is taken as an example.
- FIG. 1 is a schematic view generally showing a two-legged robot as a legged movable robot according to this embodiment.
- a two-legged port (hereinafter referred to as a port) 1 is a pair of left and right legs (leg links) extending downward from an upper body (the base of the port 1) 2 , 2 are provided. Both legs 2, 2 have the same structure, 6 each With joints.
- the six joints are the joints for rotation (rotation) of the crotch (lumbar) (for rotation in one direction relative to the upper body 3) 10 R, 10 L (signs R, L) in order from the upper body 3 side.
- 10 R, 10 L signals R, L
- the hip joint (or hip joint) is composed of joints 1 OR (L), 12 R (L), and 14 R (L), and the knee joint is joint 16 R (L).
- the ankle joint is composed of joints 18 R (L) and 20 R (L).
- the hip joint and the knee joint are connected by a thigh link 24 R (L), and the knee joint and the ankle joint are connected by a lower leg link 26 R (L).
- a pair of left and right arms 5 are attached to both upper sides of the upper body 3, and a head 4 is disposed at the upper end of the upper body 3. Since the arms 5, 5 and the head 4 have no direct relation to the gist of the present invention, a detailed description thereof will be omitted.
- the desired motion of both feet 22R and 22L can be performed by driving the joint of (2) at an appropriate angle. As a result, the robot 1 can arbitrarily move in the three-dimensional space.
- a known 6-axis force sensor 50 is located below the ankle joints 18 R (L), 20 R (L) of each leg 2 and the foot 22 R (L). Are interposed.
- the 6-axis force sensor 50 is for detecting the presence / absence of landing on the foot 22 R (L) of each leg 2, and detecting a floor reaction force (ground load) acting on each leg 2.
- the detection signals of the three-directional components FX, Fy, Fz of the translational force of the floor reaction force and the three-directional components MX, My, Mz of the moment are output to the control unit 60.
- the body 3 is provided with an inclination sensor 54 for detecting the inclination (posture angle) of the body 3 with respect to the Z axis (vertical direction (gravity direction)) and its angular velocity. Is output from the tilt sensor 54 to the control unit 60.
- the tilt sensor 54 includes a three-axis acceleration sensor and a three-axis gyro sensor (not shown). Detection signals from these sensors are used to detect the tilt of the body 3 and its angular velocity. It is also used to estimate the self-position and orientation of the robot 1.Although the detailed structure is not shown, each joint of the mouth port 1 has an electric motor 644 for driving it. (See FIG. 5), and an encoder (rotary encoder) 65 (see FIG. 5) for detecting the rotation amount (rotation angle of each joint) of the electric motor 64 are provided. Is output from the encoder 65 to the control unit 60.
- a joystick (operator) 73 (see FIG. 5) is provided at an appropriate position of the mouth port 1 and the joystick is provided. By operating the tick 73, it is possible to input a request for the gait of the mouth port 1 to the control unit 60 as needed, such as turning the mouth port 1 that is moving straight. It is configured.
- FIG. 2 is a diagram schematically showing a basic configuration of a tip portion (including each foot 22 R (L)) of each leg 2 in the present embodiment.
- a spring mechanism 70 is provided between the foot 22 and the 6-axis force sensor 50, and a sole (each foot 22) is provided.
- An elastic sole 71 made of rubber or the like is affixed to the bottom surfaces of R and L).
- the compliance mechanism 72 is constituted by the spring mechanism 70 and the sole elastic body 71.
- a rectangular guide member (not shown in FIG. 2) attached to the upper surface of the foot 22 R (L) and an ankle joint 18 R (L) (The ankle joint 2 OR (L) is omitted in FIG. 2) and attached to the 6-axis force sensor 50 side, and are accommodated in the guide member via an elastic material (rubber or spring) so as to be finely movable. It consists of a piston-like member (not shown in FIG. 2) and.
- the foot 22 R (L) shown by a solid line in FIG. 2 shows a state when no floor reaction force is applied.
- the spring mechanism 70 of the compliance mechanism 72 and the sole elastic body ⁇ 1 bend, and the foot 2 2 R (L) is illustrated by a dotted line in the figure. Move to such a position and orientation.
- the structure of the compliance mechanism 72 is not only used to reduce the landing impact as described in detail in, for example, Japanese Patent Application Laid-Open No. H05-305584 proposed by the present applicant. It is also important to improve controllability.
- FIG. 3 is a cross-sectional view showing the side of the foot mechanism 22 R (L)
- FIG. 4 is a plan view of the foot mechanism 22 R (L) viewed from the bottom side. is there.
- the foot mechanism 22 R (L) includes a generally flat foot plate member 102 as a skeletal member.
- the foot plate member 102 has a front end portion (toe portion) and a rear end portion (heel portion) that are slightly upwardly curved, but the other portions are flat and flat.
- a guide member 103 having a rectangular cross section is fixed to the upper surface of the foot plate member 102 with its axis centered in the vertical direction.
- a movable plate (piston-like member) 104 is provided inside the guide member 103 so as to be movable substantially vertically along the inner peripheral surface of the guide member 103.
- the movable plate 104 is connected to the ankle joints 18 R (L) and 20 R (L) via a six-axis force sensor 50.
- the movable plate 104 has a foot plate member 1 through a plurality of elastic members 106 (illustrated as springs in the figure) whose lower peripheral edge is made of an elastic material such as a spring or rubber. 0 2. Therefore, the foot plate member 102 is connected to the ankle joint 18 R (L) via the elastic member 106, the movable plate 104 and the six-axis force sensor 50.
- the inside of the guide member 103 (the space below the movable plate 104) is open to the atmosphere through holes and gaps (not shown). The member 103 can enter and exit freely. Further, the guide member 103, the movable plate 104, and the elastic member 106 constitute the spring mechanism 70 shown in FIG.
- the ground member 71 as the sole elastic body 71 shown in FIG. 2 is attached to the bottom surface (lower surface) of the foot plate member 102.
- the grounding member 71 is an elastic member interposed between the foot plate member 102 and the floor when the foot mechanism 22 R (L) is grounded.
- the four corners of the foot contact surface of the foot plate member 102 (foot foot The rate member 102 is fixed to both sides of the toe and both sides of the heel.
- the grounding member 71 is formed by vertically stacking a soft layer 107 a made of a relatively soft rubber material and a hard layer 107 b made of a relatively hard rubber material.
- a hard layer 107 b is provided on the lowermost surface side as a grounding surface portion that comes into direct contact with the floor surface when the leg 2 is placed on the floor.
- the foot mechanism 22 R (L) is provided with a landing shock absorbing device 108 in addition to the above configuration.
- the landing shock absorbing device 108 includes a bag-like member 109 attached to the bottom surface of the foot plate member 102 and a compressive fluid with respect to the inside of the bag-like member 109. There is a flow passage 110 for letting in and out of the air (air in the atmosphere).
- the bag-shaped member 109 is provided substantially at the center of the bottom surface of the foot plate member 102 such that the grounding member 71 is present around the bag-shaped member 109.
- the bag-shaped member 109 is made of an elastic material such as rubber so as to be freely deformable. In a natural state where no elastic deformation is caused by external force, as shown by a solid line in FIG. It has a container shape.
- the bag-shaped member 109 has its open end fixed to the bottom surface of the foot plate member 102 over the entire circumference, and is closed by the foot plate member 102.
- the bag-shaped member 109 is provided such that the bottom of the bag-shaped member 109 protrudes below the grounding member 71 in a natural state in the shape of a cylindrical container.
- the height of the bag-shaped member 109 (the distance from the lower surface of the foot plate member 102 to the bottom of the bag-shaped member 109) is larger than the thickness of the grounding member 71. Therefore, in the state where the foot plate member 102 is grounded via the grounding member 71 (the landing state of the leg 2), the bag-like member 109 is not placed on the floor as shown by the phantom line in FIG. In the height direction of the bag-shaped member 109 due to the reaction force Compressed.
- the natural state in which the bag-shaped member 109 has the shape of a cylindrical container is the inflated state of the bag-shaped member 109. Since the bag-shaped member 109 is made of a flexible material, it has a shape restoring force to a natural state (cylindrical container shape) when compressed.
- the flow passage 110 constitutes inflow / outflow means for inflow / outflow of air to / from the bag-like member 109.
- the inside of the bag-like member 109 and the guide And a communication hole formed in the foot plate member 102 so as to communicate with the inside of the pad member 103.
- the flow passage 110 connects the inside of the bag-shaped member 109 to the atmosphere side. It will be. Therefore, the air in the atmosphere can freely enter and exit through the flow passage 110 inside the bag-shaped member 109, and the bag-shaped member 109 is in an expanded state (natural state).
- the flow passage 110 is a throttle passage so that when air enters and exits the inside of the bag-shaped member 109, a fluid resistance is generated.
- FIG. 5 is a block diagram showing the configuration of the control unit 60.
- the control unit 60 is constituted by a microcomputer, and comprises a first arithmetic unit 90 and a second arithmetic unit 92 each comprising a CPU, an A / D converter 80, a power counter 86, It has a D / A converter 96, a RAM 84, a R 9M 94, and a bus line 82 for exchanging data overnight.
- the output signals of the 6-axis force sensor 50, tilt sensor 54 (acceleration sensor and rate gyro sensor), and joystick 73 of each leg 2 are converted to AZD converter 8 After being converted to a digital value by 0, it is sent to the RAM 84 via the bus line 82.
- the output of 65 (rotary encoder) is input to RAM 84 via counter 86.
- the first arithmetic unit 90 generates a desired gait as described later and calculates a joint angle displacement command (a displacement angle of each joint or a command value of a rotation angle of each electric motor 64). Send to RAM 84.
- the second arithmetic unit 92 reads from the RAM 84 the joint angle displacement command and the measured value of the joint angle detected based on the output signal of the encoder 65, and drives the joints necessary for driving each joint. The operation amount is calculated and output to the electric motor 64 that drives each joint via the D / A converter 96 and the servo amplifier 64 a.
- FIG. 6 is a block diagram showing the overall functional configuration of the control device for a legged moving port according to this embodiment.
- the part other than the “real mouth pot” in FIG. 6 is constituted by the processing functions executed by the control unit 60 (mainly the functions of the first arithmetic unit 90 and the second arithmetic unit 92). It is something that is done.
- the symbols R and L are omitted.
- control unit 60 includes a gait generator 200 for freely generating and outputting a desired gait of the mouth port 1 in real time, a self-position / posture estimating unit 214, and the like. I have. Although the details will be described later, the self-position / posture estimating unit 2 14 executes a process related to a characteristic part of the present invention, and estimates the position / posture of the mouth port 1 (the position / posture in the global coordinate system). Things.
- the desired gait output by the gait generator 200 is a desired body position / posture trajectory (trajectory of the desired position and desired posture of the body 3), a desired foot position / posture trajectory (the desired position of each foot 22) And the trajectory of the desired posture), the trajectory of the desired arm posture (the trajectory of the desired posture of each arm 5), the trajectory of the desired total floor reaction force center point (the desired ZMP), and the trajectory of the desired total floor reaction force. If there is a movable part with respect to the upper body 3 in addition to the leg 2 and the arm 5, the target position / posture trajectory of the movable part should be Added to gait.
- the “trajectory” in the above gait means a temporal change pattern (time-series pattern), and in the following description, may be referred to as “pattern” instead of “trajectory”.
- the “posture” of each part is a general term for the inclination and direction of the part.
- tilt is an angle between the vertical direction of the part
- direction is the direction of the vector obtained by projecting a vector indicating the front direction of the part on a horizontal plane.
- the inclination of the body posture is the inclination angle (posture angle) of the body 3 in the roll direction (around the X axis) with respect to the Z axis (vertical axis), and the body in the pitch direction (around the Y axis) with respect to the Z axis.
- the orientation of the upper body 3 is represented by the angle of rotation of the vector in which the vector indicating the forward direction of the upper body 3 is projected on a horizontal plane in one direction (around the Z axis).
- the foot posture is represented by a two-axis spatial azimuth fixedly set for each foot 22.
- the landing posture of the foot 22 basically indicates the direction of the landing foot 22, and specifically, from the heel of the landed foot 22 to the toe. Indicates the direction of the vector when the heading vector is projected on the horizontal plane.
- the target arm posture is represented by a posture relative to the body 3 with respect to all positions of the arm 5.
- the body position means a predetermined position of the body 3, specifically, a position of a predetermined representative point of the body 3.
- the foot position means the position of a predetermined representative point of each foot 22R, 22L.
- the body speed means the moving speed of the representative point of the body 3, and the foot speed means the moving speed of the representative point of each of the feet 22 R and 22 L.
- the desired gait such as the desired body position / posture
- “goal” is often omitted in the following description if there is no risk of misunderstanding.
- the components of the gait other than those related to the floor reaction force, that is, the foot position The gait related to the motion of Robot 1, such as force and upper body position / posture, is collectively called “motion”.
- each foot floor reaction force The floor reaction force (floor reaction force consisting of translational force and moment) of each foot 22 is called “each foot floor reaction force”, and all (two) feet 22 R: The resultant of the 2 L floor reaction force is called the “total floor reaction force”.
- total floor reaction force The resultant of the 2 L floor reaction force.
- the desired floor reaction force is generally expressed by the point of action, the force acting on that point (translational force), and the moment of the force. Since the point of action is good for everywhere, countless expressions can be considered for the same desired floor reaction force, but especially when the target floor reaction force is expressed using the aforementioned target floor reaction force center point as the point of action, the moment of force is , Except for the vertical axis component.
- the ZMP calculated from the target motion trajectory (the moment at which the resultant force of the inertia of Lopot 1 calculated from the target motion And the zero point excluding the vertical axis component) and the target total floor reaction force center point coincide, so the same thing can be said if the target ZMP trajectory is given instead of the target total floor reaction force center point trajectory.
- the target ZMP trajectory is given instead of the target total floor reaction force center point trajectory.
- a desired gait is a set of a desired motion trajectory and a desired floor reaction force trajectory during one or more steps.
- a desired gait in a narrow sense is a set of a desired motion trajectory during one step and its ZMP trajectory.
- the target gait in a narrow sense is a set of the target motion trajectory during one step, its ZMP trajectory, and the floor reaction force vertical component trajectory.
- the target gait will be used in the narrow sense of the target gait unless otherwise specified.
- the term “one step” of the desired gait is used in the meaning from the time when one leg 2 of the mouth pot 1 lands to the time when the other leg 2 lands.
- the aerial period is the period during which both legs 2, 2 are off the floor (floating in the air).
- the leg 2 on the side that does not support the own weight of the robot 1 during the one-leg support period is called a “free leg”, and the leg 2 on the side supporting the own weight is called the “support leg”.
- the two-leg supporting period and the one-leg supporting period are alternately repeated, and in the running of lo-pot 1, the one-leg supporting period and the aerial period are alternately repeated.
- both legs 2 and 2 do not support the own weight of the mouth port 1 during the aerial period of running, but the leg that was a free leg during the one leg support period immediately before the aerial period 2.
- the legs 2 that were support legs are also referred to as a free leg and a support leg, respectively, even in the aerial period.
- each part of the lopot 1 in the desired gait such as a desired body posture, a desired body position, a desired foot position and posture, and a desired arm posture
- the support leg coordinate system is a coordinate system fixed to the floor having an origin near the ground contact surface of the foot 22 of the support leg. More specifically, the supporting leg coordinate system does not slide the foot 22 of the supporting leg between the ground surface and the horizontal position as described in the applicant's patent No. 3273443.
- the horizontal axis toward the toe of the foot 22 of the support leg, with the vertical projection point from the center of the ankle joint of the support leg to the tread (the axis in the front-rear direction of the foot 22) ) Is the X axis, the vertical axis is the Z axis, and the coordinate axis orthogonal to these X and Z axes (the axis in the horizontal direction of the foot 22) is the Y axis.
- the gait generator 200 receives a landing position / posture of the foot 22 of the free leg up to two steps ahead and a required value (a target value) of a landing time, and receives a target body position. Generates a desired gait consisting of a posture trajectory, a desired foot position / posture trajectory, a desired ZMP trajectory, a desired floor reaction force vertical component trajectory, and a desired arm posture trajectory. At this time, some of the parameters that define these trajectories (referred to as gait parameters) are modified so as to satisfy the gait continuity.
- gait parameters One kinetic model is used.
- Examples of the dynamic model include a simplified model described in PCT Publication WO / 02/40224 or a multi-mass model (full model) described in Japanese Patent Application Laid-Open No. 2002-326173 proposed by the present applicant. It is good to use such as.
- the gait generator 200 is a target gait for one step from when one leg 2 of the mouth port 1 lands to when the other leg 2 lands (in the narrow sense described above).
- the target gait for one step is generated in order with the target gait) as a unit,
- the gait that is currently or about to be generated is called the “current gait”
- the next gait is called the “next gait”
- the next gait is called the “next next gait”.
- the target gait generated just before the current gait is called the previous gait.
- the desired foot position / posture trajectory uses a finite time settling filter disclosed in Japanese Patent No. 3233450 by the present applicant. Generated. In the process of generating the foot position / posture trajectory by the finite time setting file, for example, the foot position trajectory moves while gradually accelerating the foot 22 toward the target landing position (required value of the landing position). Is started, the speed is gradually reduced to 0 or almost 0 by the target landing time (required value of the landing time), and the target landing position is reached and stopped at the target landing time. The same applies to the foot posture trajectory. Since the ground speed at the moment of landing is 0 or almost 0 in the target foot position / posture trajectory generated in this way, especially when the robot 1 is running, the landing impact during the landing from the mid-air period is not affected. Can be smaller.
- the desired floor reaction force vertical component trajectory and the desired ZMP trajectory (specifically, the support leg coordinate system)
- the target ZMP trajectory in the X-axis direction (the front and rear direction of the supporting leg foot 22) is set in the pattern shown by the solid line in Fig. 8 (a) and Fig. 8 (b), respectively.
- the first to third figures in Fig. 7 schematically show the movement states of the two legs 2, 2 of the mouth pot 1 at the start, middle, and end of the one-leg support period, respectively.
- the fourth and fifth diagrams show the movement of the two legs 2 and 2 of the mouth pot 1 at the midpoint of the aerial phase and at the end of the aerial phase (at the beginning of the next one-leg support period), respectively. Is schematically shown.
- the target floor reaction force vertical component trajectory is Specifically, during the one-leg support period,. Becomes an upwardly convex pattern, and is maintained at 0 during the aerial period.
- the desired floor reaction force vertical component trajectory is set, for example, as shown by a two-dot chain line in FIG. 8 (a).
- the upper convex part of the two-dot chain line corresponds to the two-leg supporting period
- the lower convex part corresponds to the one-leg supporting period.
- the target ZMP is basically set near the center of the contact surface of the leg 2 of the mouth pot 1 (more specifically, the so-called support polygon) regardless of whether the vehicle is running or walking. .
- FIG. 9 is a flowchart (structured flowchart) showing the gait generation processing of the gait generator 200 and the self-position / posture estimation processing of the self-position / posture estimating section 214 shown in FIG. is there.
- control cycle is At.
- S 16 the self-position / posture estimation is performed by the self-position / posture estimating unit 2 14.
- the processing in S 0 16 is a feature of the self-posture estimating device of the legged locomotion lopot according to the present application, but this description will be described later.
- the gait switch previously It is determined whether or not the generation of the gait is completed. It is time to start generating a new current time gait.
- the determination result is Y E S
- the process proceeds to S 0 20
- the determination result is NO, the process proceeds to S 0 32.
- the processing after S 0 20 described below is described in detail in PCT Publication WO 02/40224 or PCT Application PCTZJP02 / 13596 previously proposed by the present applicant. In the detailed text, only a brief explanation is given.
- time t is initialized to 0.
- the gait support leg coordinate system specifically, the position # and direction
- the next next step Load the gait support coordinate system (specifically, its position and orientation), the current gait cycle and the next gait cycle.
- the next-time gait support leg coordinate system and the next-time gait support leg coordinate system are respectively the first leg play leg 2 2 (the current gait play) specified by operating the joystick 73, etc.
- Required value of landing position / posture of leg foot 2 2) target landing position / posture
- Required value of landing position / posture of swing leg foot 2 2 of the second step free leg foot 2 2 of next time gait
- the target landing position / posture is determined according to the definition of the support leg coordinate system described above.
- the gait cycle this time and the next time's gait cycle are respectively the required landing time (target landing time) of the first step of the free leg foot 22 and the landing time of the second step of the free leg foot 22. Determined according to the required time value (target landing time).
- the above-described required values of the landing position / posture of the free leg foot 22 and the required values of the landing time, or the position and orientation of the supporting leg coordinate system and the gait cycle may be stored in advance as a walking schedule. Alternatively, it may be determined based on a command (request) from a control device such as the joystick 73 and the walking history up to that time.
- the gait parameters of the normal turning gait leading to the gait this time are the next time's gait support leg coordinate system, the next time's gait support leg coordinate system determined in S 0 22, Determined based on the current gait cycle and the next gait cycle, etc. ⁇ Mainly, foot trajectory parameters that define the desired foot position / posture trajectory, reference body posture that specifies the reference trajectory of the desired body posture Trajectory parameters, arm posture trajectory parameters that specify the target arm posture trajectory, ZMP trajectory parameters that specify the target ZMP trajectory, floor reaction force vertical component trajectory parameter that specifies the desired floor reaction force vertical component trajectory Is determined.
- the normal turning gait means a periodic gait such that when the gait is repeated, no discontinuity occurs in the motion state of the mouth port 1 at the boundary of the gait (hereinafter, “normal gait” may be abbreviated as "normal gait")
- normal gait for one cycle of the normal gait consists of a first gait and a second gait.
- the first turning gait corresponds to the gait when the support leg foot 22 corresponding to the support leg coordinate system of the current time gait is moved to the position and orientation corresponding to the next time gait support leg coordinate system.
- the turning gait corresponds to the gait when the support leg foot 22 corresponding to the next time gait support leg coordinate system is moved to the position and orientation corresponding to the next next time support gait coordinate system.
- the next / next gait support leg coordinate system corresponds to the target landing position / posture of the free leg foot 22 of the second turning gait.
- the next-next gait support leg coordinate system is the position and orientation of the next-next gait support leg coordinate system viewed from the next-next gait support leg coordinate system (support leg coordinate system of the second turning gait).
- Position and orientation is the position and orientation (position and orientation) of the next time's gait support leg coordinate system (landing position and posture of free leg foot 22 of this time's gait) as seen from the current time's gait support leg coordinate system.
- turn is used for a normal turning gait because when the turning rate is zero, it means straight ahead, and straight turning can be included in turning in a broad sense. .
- the normal turning gait is a virtual periodic gait tentatively created by the gait generator 200 to determine the divergent component at the end of the current gait and the body vertical position speed.
- the gait generator 200 does not directly output the gait generator 200 for actually controlling the port 1.
- divergence means that the position of the upper body is shifted to a position far away from the position of both feet (foot).
- the value of the divergent component means that the upper body of the two-legged port is located at the position of both feet (foot) (strictly speaking, far away from the origin of the support leg coordinate system set on the support foot contact surface) It is a numerical value representing the condition, and is expressed as a function of the horizontal position of the upper body 3 and its speed.
- a normal gait to be connected after the current gait to be generated is requested according to the movement request (required values such as the landing position / posture of the foot 22 of the free leg up to two steps ahead and the landing time).
- the gait After setting and calculating the initial divergent component of the normal gait, the gait is generated this time so that the terminal divergent component of the current gait matches the initial divergent component of the normal gait.
- SO 24 The details of SO 24 are described in the PCT publication WOZ02Z40224 or PCTZJP02 / 13596 proposed by the present applicant, and further description will be omitted.
- S 0 26 After performing the processing from S 010 to S 0 24, proceed to S 0 26, where the initial state of the normal turning gait (initial body horizontal position speed component, initial body vertical position speed, initial Divergent component, initial body posture angle and angular velocity) are determined. Since the details of S026 are described in PCT publication WO / 02/40224 or PCTZ JP02Z13596, further description is omitted here.
- the determined gait parameters of the current gait are mainly the foot trajectory parameters, the reference body posture trajectory parameters, and the arm posture trajectory parameters, similar to the gait parameters of the normal turning gait.
- target ZMP trajectory parameters Overnight, target floor reaction force vertical component trajectory parameters. The trajectory specified by each parameter is determined so as to be continuous with the trajectory of a normal turning gait.
- the target ZMP orbital parameters are provisional. The details of the processing of S028 are described in the above-mentioned PCT published publication WOZ02Z40224, PCT / JP02Z13596, and the like, and further description thereof will be omitted here.
- the process proceeds to S030, in which the gait parameters of the current time gait are corrected so that the terminal divergent component of the current time gait matches the initial divergent component of the normal gait.
- the corrected gait parameters are the target ZMP trajectory parameters.
- the process proceeds to SO32 to determine the current time's gait instantaneous value. The details of this processing are described in the PCT publication WO / 02/40224, PCTZJP02Z13596, and the like, so that further description is omitted here.
- the above is the target gait generation processing in the gait generator 200 and the self-position / posture estimation processing of the self-position / posture estimation unit 2 14.
- the desired gait is generated as described above.
- the desired body position / posture (trajectory) and the desired arm posture trajectory are sent directly to the mouth-pot geometric model (inverse kinematics calculation unit) 202.
- the desired foot position / posture (trajectory), the desired ZMP trajectory (target total floor reaction force center point trajectory), and the desired total floor reaction force (trajectory) (target floor reaction force horizontal component and target floor reaction force vertical component) Is directly sent to the composite compliance operation determination unit 204, and is also sent to the target floor reaction force distributor 206.
- the desired floor reaction force distributor 206 the desired total floor reaction force is distributed to the feet 22R and 22L, and the desired foot floor reaction force center point and the desired foot floor reaction force are determined. .
- the determined desired foot floor reaction force center point and the desired foot floor reaction force are sent to the composite compliance operation determination unit 204.
- a desired foot position / posture trajectory is generated and sent to the robot geometric model 202.
- the mouth pot geometric model 202 1 Calculate joint displacement commands (values) for two joints (1 OR (L), etc.) and send them to the displacement controller 208.
- the displacement controller 208 controls the displacement of the 12 joints of the robot 1 according to the joint displacement command (value) calculated by the robot geometric model 202 as a target value.
- the floor reaction force generated at robot 1 (specifically, the actual floor reaction force of each foot) is detected by a 6-axis force sensor 50.
- the detected value is sent to the composite compliance operation determining unit 204.
- the inclination component of the difference between the estimated body posture determined as described later in S 0 16 of FIG. 9 and the target body posture generated by the gait generator 200 that is, the actual body posture
- the angular deviations errx and erry erry are sent to the attitude stabilization control calculation unit 211.
- 0 errx is a tilt component in the roll direction (around the X axis)
- 0 erry is a tilt component in the pitch direction (around the Y axis).
- This posture stabilization control calculation unit 2 1 2 compensates around the desired total floor reaction force center point (target ZMP) for restoring the inclination of the robot 1's body posture to the inclination of the body posture of the desired gait.
- the total floor reaction force moment Mdmd is calculated, and the compensated total floor reaction force moment Mdmd is given to the composite compliance operation determination unit 204.
- the composite compliance operation determination unit 204 corrects the desired foot position / posture based on the input values. Specifically, in the composite compliance operation determination unit 204, the actual total floor reaction force (the resultant force of all the actual foot floor reaction forces, including both the translational force and the moment) is calculated as the target of each foot floor reaction force.
- the target foot position / posture given by the gait generator 200 is corrected so that it matches the resultant force of the desired total floor reaction force, which is the resultant force, and the compensation total floor reaction force moment Mdmd.
- Corrected target foot position Determine the momentum (orbit).
- weights are given to the control deviation for each target of the foot position / posture and floor reaction force, and control is performed so that the weighted average of the control deviation (or the square of the control deviation) is minimized.
- the corrected target foot position / posture (trajectory) with the mechanism deformation compensation is the foot deformation mechanism (the trajectory necessary to generate the target value of the floor reaction force corrected by the composite compliance operation determination unit 204).
- Deformation of cylindrical rubber, sole sponge, and shock-absorbing bag-shaped air damper is calculated using the mechanical model of the deformation mechanism (spring damper model, etc.) and corrected to generate the deformation. This is the desired foot position and orientation (trajectory).
- FIG. 10 is a flowchart thereof.
- the detected value of the gyro sensor provided in the tilt sensor 54 of the body 3, that is, the detected value of the angular velocity of the body 3 (angular velocity in three axial directions) is integrated.
- the estimated body posture (hereinafter sometimes referred to as the inertial navigation estimated body posture). This estimated body posture is described in the global coordinate system.
- the estimated body position which is the estimated value of the body position obtained by the processing of S2202 to S2214 described later, is used. Drift correction is also performed to correct the drift due to accumulation of the integration error of the detection value of the gyro sensor using. The details will be described later.
- the process proceeds to S 2 202, and the estimated body posture viewed from the global coordinate system during the control cycle (between the previous control cycle and the current control cycle) (estimated body posture obtained by S 2 200)
- the difference between the amount of change in body posture and the amount of change in the body posture of the target gait viewed from the global coordinate system during the control cycle is determined by the posture rotation bias. It is calculated as a difference change amount.
- the difference between the estimated body posture change speed viewed from the global coordinate system and the target body posture change speed is calculated as the posture rotation deviation change amount.
- the gait body posture viewed from the global coordinate system is the current estimated supporting leg coordinate system (more specifically, the estimated supporting leg coordinate system determined in the previous control cycle).
- the upper body viewed from the global coordinate system assuming that the mouth port 1 moves in the desired gait without the posture inclination or spin (deviation from the desired body posture) of the upper body 3 It is a posture.
- the estimated supporting leg coordinate system is a supporting leg coordinate system corresponding to the estimated position and orientation of the actual supporting leg foot 22 of the robot 1.
- the estimated supporting leg coordinate system is, more specifically, the distance between the actual supporting leg foot 22 of the lopot 1 and the ground contact surface based on the estimated position and orientation by the definition of the supporting leg coordinate system described above.
- the origin is the vertical projection point from the center of the ankle of the support leg to the tread surface when the support leg is rotated to the horizontal without slipping, and the horizontal axis toward the toe of the foot 22 of the support leg is taken as the X axis,
- This is a coordinate system in which the axis is the Z axis and the coordinate axis orthogonal to these is the Y axis.
- the flow proceeds to S2204, and the attitude rotation center is determined.
- the target ZMP at that moment current value of the target ZMP
- the attitude rotation center In the aerial period of the running of the mouth port 1, for example, the center of gravity of the mouth port 1 in the target gait is determined as the posture rotation center.
- the process proceeds to S 220, where the current estimated support leg coordinate system (the estimated support leg coordinate system determined in the previous control cycle, the estimated support leg coordinate system at time t_ ⁇ t shown in FIG. 11) is changed.
- the position and posture rotated around the posture rotation center by the posture rotation deviation change amount are determined again as the current estimated support leg coordinate system (estimated support leg coordinate system at time t shown in FIG. 11).
- the center of rotation of the estimated supporting leg coordinate system means the center of rotation of the sliding rotation of the supporting leg foot 22 in normal walking without an aerial period.
- the posture rotation in the air or (Spin) is desirably expressed by rotation about the center of rotation of the estimated supporting leg coordinate system.
- "slip of the supporting leg foot” may be defined as a posture rotation about the rotation center of the estimated supporting leg coordinate system.
- the support leg coordinate system is set with respect to the contact surface of the support leg foot 22, and the origin is not the vertical projection point from the center of the ankle of the support leg to the contact surface as described above. Is also good. That is, the support leg coordinate system is a local coordinate system set on a virtual floor near the support leg foot 22 for describing the motion of the robot 1.
- the posture rotation (or spin) phenomenon of the mouth pot 1 means that the mouth port 1 is moving on the virtual floor without relatively rotating its posture (or spinning).
- Each mouth point 1 is considered to be a phenomenon in which the virtual floor is rotated (or spinned) in attitude with a predetermined point in the global coordinate system as a center of rotation.
- the movement of the mouth pot 1 is based on the local coordinate system and the global coordinate system with respect to the global coordinate system. It can be considered that the rotation is a perturbation about a certain point (center of rotation of posture).
- the posture rotation center is the rotation center of the estimated supporting leg coordinate system, Also, it can be said that it is the rotation center of the perturbation rotation.
- the orientation of the Z axis of the current estimated supporting leg coordinate system after the posture rotation in S2206 generally does not point in the vertical direction. Therefore, after the posture rotation, the Z axis of the current estimated support leg coordinate system is returned to the vertical direction (the next time the gait estimation support leg coordinate system is moved around its origin by the inclination angle of the Z axis with respect to the vertical direction). (Rotated).
- the estimated supporting leg coordinate system may be rotated by a component (spin component) around the vertical axis in the posture rotation deviation change amount.
- the process proceeds to S2210, and as shown in FIG. 12, the next gait estimation support for the current estimated support leg coordinate system (estimated support leg coordinate system after posture rotation in S2206) is performed.
- Next-time gait estimation and support are performed so that the relative position and orientation relationship of the leg coordinate system is the same as the relative position and orientation relationship of the next-time gait support leg coordinate system with respect to the support leg coordinate system in the target gait (previous gait). Determine the leg coordinate system.
- next gait support leg coordinate system referred to here is not the next gait support leg coordinate system for the current gait to be generated, but the gait next to the previous gait (that is, the current gait).
- Support leg coordinate system since the supporting leg coordinate system of the target gait is a coordinate system in which the Z-axis points in the vertical direction, the following gait satisfies the above relative position / posture relationship with the current estimated supporting leg coordinate system after the posture rotation.
- the Z axis of the estimated supporting leg coordinate system is generally not oriented vertically.
- the Z-axis of the next time's gait estimation support leg coordinate system that satisfies the above-described relative position / posture relationship with respect to the current estimated support leg coordinate system after the posture rotation is returned to the vertical direction.
- the coordinate system for estimating the supporting leg is determined.
- the Z axis of the estimated support leg coordinates is oriented vertically in S2206 as described above, the Z axis of the next time's gait estimation support leg coordinate system is set in S2210. It is not necessary to return to the vertical direction.
- the process proceeds to S2212, and the position and orientation of the coordinate system of the next time's gait estimation support leg determined in S2210 is substituted into the position and orientation of the current estimated support leg coordinate system. I do. In other words, the current position and orientation of the estimated support leg coordinate system are replaced with the position and orientation of the next time gait estimation support leg coordinate system.
- the process proceeds to S2216, in which the inertial navigation estimated body position and orientation are obtained by inertial navigation based on the acceleration sensor and the gyro sensor provided in the tilt sensor 54, and the geometric estimated body position is obtained. Correct the inertial navigation body position so that the difference between the and the estimated inertial navigation body position converges to zero. The details of this processing will be described later.
- the target gait was used to determine the next time's gait estimation support leg coordinate system.However, when walking on mouth port 1, the next step is performed as follows. You may make it determine the volume estimation support leg coordinate system.
- the actual swing leg foot position at the time of landing in the current estimated supporting leg coordinate system is calculated by kinematics calculation based on the joint displacement detection value of the current (landing moment) of the mouth port 1 (Fig. 1).
- the foot on the front side of mouth pot 1 2 position and orientation the estimated actual free leg foot position / posture at the time of landing is referred to as an estimated landing free leg foot position / posture.
- the robot 1 maintains the upper body posture according to the target gait on the current estimated support leg coordinate system, and moves the support leg with respect to the virtual floor on the current estimated support leg coordinate system. It is assumed that the foot 22 does not slip and moves according to the detected joint displacement value.
- the mouth pot 1 maintains the body posture according to the desired gait on the currently estimated supporting leg coordinate system rotated around the posture rotation center by the posture rotation deviation change amount.
- the body posture in the assumed figure matches the estimated body posture in the global coordinate system. Therefore, when the currently estimated supporting leg coordinate system is rotated by the component around the vertical axis (spin component) of the change amount of the posture rotation deviation instead of by the posture rotation by the difference, the mouth port 1 becomes the current rotation.
- the body inclination matches the inclination component of the posture rotation deviation change amount, and the current estimated supporting leg coordinate system It is assumed that the foot 22 of the supporting leg does not slide on the virtual floor of the object and moves according to the detected value of the joint displacement.
- the deformation mechanism of the foot 22 (see FIGS. 3 and 4)
- the amount of deformation of the elastic member 106, the ground contact member (foot sole elastic body) 71, and the bag-like member 109 shown in Fig. 4 is obtained using the mechanical model of the deformation mechanism (spring damper model, etc.). Including (taking into account) the amount, the estimated free landing foot position / posture at landing may be obtained. More specifically, as in the case of robot 1 shown in Fig. 12, the body posture is the target body posture in the current estimated supporting leg coordinate system, and the joint displacement is the detected joint displacement value (j-th joint).
- the free leg foot for the supporting leg (the leg 2 behind the robot 1 in Fig. 12) in this overall shape
- the position and orientation may be obtained, and this may be used as the estimated landing position of the swing leg when landing.
- a load acting on the speed reducer or the link is estimated using a disturbance observer based on the current command or the detected value, and the deformation of the speed reducer or the link is estimated based on the estimated load. It is also possible to obtain the estimated free leg foot position at landing, including (considering) the reduction gear and deformation of the link.
- the landing posture of the free leg at the time of landing may be obtained.
- the same method as the above-described method of obtaining the estimated free leg foot position / posture at the time of landing is used in the process of S2214.
- the body position with respect to the supporting leg coordinate system is obtained by kinematic calculation based on the joint displacement detection value of each joint in (g), and the positional relationship between the estimated body position and the current estimated supporting leg coordinate system is
- the estimated body position may be determined so as to match. In this case, the relationship between the estimated body position, the estimated supporting leg coordinate system, and the detected joint displacement value is as shown in FIG.
- the estimated body position can be determined with higher accuracy.
- the estimated body position determined as described above in S2214 is referred to as a geometrically estimated body position.
- the geometric estimated body position 2 calculateate the geometrically estimated body acceleration, which is the second derivative. This process is performed in block 301 of FIG.
- the processing for obtaining the geometrically estimated body position shall be executed in block 300 in FIG. Supplementally, if the body representative point and the position of the acceleration sensor match, the geometrically estimated body acceleration (strictly speaking, the acceleration of the acceleration sensor position in body 3 that is geometrically estimated) is calculated. Estimated body posture is not required for calculation.
- the acceleration sensor detection value (total body acceleration detection value) is converted into a global coordinate system using the estimated body posture to obtain an acceleration sensor detection value global coordinate system converted value.
- This processing is executed in block 302 of FIG.
- the position of the acceleration sensor matches the position of the body representative point.
- the kinematics calculation converts the acceleration sensor detection value and the gyro mouth sensor detection value into the acceleration and angular velocity at the upper body representative point, or converts the acceleration and angular velocity at the upper body representative point into the acceleration sensor position. What is necessary is just to convert into the acceleration degree and the angular velocity at the position of the jar sensor.
- the geometric estimation body acceleration is subtracted from the acceleration sensor detected value global coordinate system converted value. (Subtract the vector) to obtain the estimated gravitational acceleration.
- the acceleration sensor detection value global coordinate system conversion value includes the acceleration component due to gravity acting on the acceleration sensor, but the geometrically estimated body acceleration does not include the acceleration component due to gravity. Accordingly, the estimated gravity acceleration can be obtained by subtracting the geometrically estimated body acceleration from the acceleration sensor detected value global coordinate system converted value.
- (b) shows the case where there is an error in the estimated body posture (hereinafter, this is called the estimated body posture error or the estimated body posture error angle).
- the geometrically estimated body acceleration is described in the global coordinate system.
- the actual mouth port 1 exercises to follow the target gait on the assumption that the estimated body posture correctly estimates the actual body posture.
- the robot moves to follow the target gait on the estimated global coordinate system.
- the global coordinate system estimated based on the estimated body position and posture is believed to be correct, and the actual movement of the mouth port 1 is determined.
- the mouth port 1 exercising in accordance with the desired gait on the estimated supporting leg coordinate system, which is the local coordinate system set in the global coordinate system that is believed to be correct, is obtained by the posture detection means at each moment.
- the amount of change in posture rotation deviation as the difference between the change speed of the body posture (detected or estimated) and the change speed of the body posture of the target gait. Around the center of rotation of the posture, together with the estimated supporting leg coordinate system It is considered to have been done.
- Estimated body posture error angle angle between assumed gravity acceleration and estimated gravity acceleration
- Equation 4 2 the difference between the estimated gravitational acceleration and the assumed gravitational acceleration is called a gravitational acceleration estimation error. If there is no error in the detected value of the acceleration sensor, the error is caused by the error of the estimated body posture, and the horizontal component of the gravitational acceleration estimation error as viewed from the global coordinate system estimated by Lopot 1 based on the estimated body posture. It can be seen that there is a relationship of (Equation 43) between (the component of the estimated gravity acceleration orthogonal to the assumed gravity acceleration) and the estimated body posture error angle. Equation 43 shows the relationship between the longitudinal component (X component) of the gravitational acceleration estimation error and the estimated body posture error angle around the Y axis.
- the estimated body posture is corrected so that the estimated body posture error converges to 0 using the estimated body posture error angle calculated from Equation 42 or Equation 43. I did it.
- the angle between the assumed gravitational acceleration and the estimated gravitational acceleration at the current moment is obtained. From the estimated body posture error angle.
- the estimated body posture error angle may be calculated from the horizontal component of the gravity acceleration estimation error at the current moment (strictly, one moment before the control cycle). The process of calculating the estimated body posture error angle is executed in block 304 of FIG.
- the estimated body posture error angle is converted to a sensor coordinate system (a coordinate system in which the coordinate axes are aligned with the detection axis of the gyro sensor) in block 3505 in FIG.
- the estimated gyro sensor drift (estimated gyro sensor drift value) is obtained by integrating the value obtained by multiplying the converted value by the integral gain Ka.
- the estimated gyro sensor drift is subtracted from the gyro mouth sensor detection value o in (body angular velocity detection value) in block 307 to obtain the drift-corrected angular velocity.
- the drift of the boat is also appropriately subtracted, which will be described later.
- the angular velocity corrected for this drift is converted to a global coordinate system using the estimated body posture in block 308, thereby obtaining a global body angular velocity o gl.
- a new estimated body posture 0 estm is obtained by integrating the value multiplied by 3 09 from the global upper body angular velocity with the block 3 1 0 (integrator).
- the estimated body posture 0 estm and angular velocity are expressed by a quaternion, a rotation matrix, or an Euler angle.
- the converted values (vectors) of the estimated body posture error angle into the sensor coordinate system must be set.
- the estimated body posture error angle around each sensor detection axis, in other words, the estimated body posture error angle of the sensor mouth is affected only by the drift of the gyro sensor corresponding to that element.
- a prerequisite is that the gyro sensor is not affected or hardly affected by the drift.
- the error of the estimated body posture error angle around the X (Y) axis is affected by the drift of the X (Y) axis gyro sensor, but the drift of the Y (X) axis gyro sensor is Prerequisite is not affected.
- the estimated body posture error angle component around the X-axis occurs due to the influence of the drift of the X-axis gyro sensor, and the body is suddenly rotated 90 degrees around the Z-axis of the sensor coordinate system, Since the estimated body posture error angle remains accumulated in the global coordinate system, the component of the estimated body posture error angle around the sensor local X axis is eventually the component of the estimated body posture error angle around the sensor local Y axis. Move on to Therefore, in order to satisfy the above prerequisite, it is a necessary condition that the absolute value of the rotation speed around the Z axis of the sensor coordinate system is sufficiently small.
- the absolute value of the gyro sensor detection value for the Z-axis When is large, it is desirable to reduce the integral gain Ka or to make it 0 (that is, do not perform drift correction of the gyro sensor).
- the vertical axis (trunk axis) of the body 3 is in a vertical posture or a posture close to the vertical posture, so that the angular velocity detection value of the gyro sensor is global coordinate.
- the global body angle velocity o glz converted to the system is close to the value of the angular velocity detection value of the Z-axis gyro sensor.
- the integral gain Ka is reduced.
- it may be set to 0 (that is, the drift correction of the gyro sensor is not performed).
- the integral gain Ka is It may be reduced or set to 0 (that is, gyro sensor drift correction is not performed).
- the absolute value of the component around the vertical axis of the body rotation speed or the component around the vertical axis of the body 3 determined based on at least one of the angular velocity detection value of the gyro sensor and the target gait
- the actual robot 1 follows the target gait on the estimated global coordinate system after assuming that the global coordinate system estimated based on the estimated body position and orientation is correct. Exercise. Therefore, in a state where the supporting legs are in contact with the ground, even if there is a large error in the estimated body posture, the actual body acceleration is not governed by the actual gravitational acceleration, and the estimated It almost matches the geometrically estimated body acceleration on the bal coordinate system. On the other hand, in the mid-air period, the actual body acceleration is dominated by the actual gravity acceleration and accelerates, so that the direction of the geometrically estimated body acceleration on the estimated global coordinate system greatly deviates, The relationship shown in Fig. 14 (b) no longer holds.
- the accuracy of the geometrically estimated body position tends to be lower than the accuracy of the body position obtained by inertial navigation based on the relatively high-accuracy acceleration sensor and gyro mouth sensor. Therefore, it is better to set the gain Ka to a small value or to 0 even in the aerial period.
- the gain Ka is preferably set to a small value or set to zero.
- the state in which the foot 22 of the leg 2 is in good contact with the floor is, specifically, a state in which at least one of the following conditions is satisfied, or a plurality of the following conditions: Refers to the state of being satisfied at the same time.
- Target Z MP (or actual floor reaction force center point) is at or near the center of foot 22
- the above state may be determined based on, for example, the time (phase) of the desired gait, the desired ZMP, and the detected value of the floor reaction force.
- the above state may be determined based on the detection values of the distributed pressure sensor and the contact sensor.
- the component around the vertical axis of the body rotation speed or the component around the vertical axis of the body 3 obtained based on at least one of the angular velocity detection value of the gyro sensor and the target gait
- the absolute value of the acceleration sensor detection value is large, the absolute value of the value obtained by subtracting the assumed gravitational acceleration from the global coordinate system converted value, or the absolute value of the geometrically estimated body acceleration is large, airborne
- the gain Ka is preferably set to a small value or set to zero.
- the integral gain Ka may be determined according to the instantaneous value of these states or the long-term tendency.
- the integral gain Kb is set similarly to the gain Ka. 03 05449
- a rate correction (a drift correction in the one direction) is also performed depending on the situation as described below.
- This correction process is a process relating to the features of the present invention.
- At least one or more of the following conditions are prepared as judgment conditions, and when these judgment conditions are satisfied, it is judged that the Yorre correction is to be performed.
- the yaw rate correction is performed in a situation where slippage (rotational slip) does not occur or hardly occurs on the contact surface between the support leg foot 22 and the floor.
- the gyro detection values in d) and f) are values obtained by correcting the gyro sensor detection value itself (the attitude angular velocity detection value represented by the raw output of the gyro sensor itself).
- the floor reaction force detection value obtained by the 6-axis force sensor 50 (floor reaction force sensor) is determined as shown in FIG. PC sure 3/05449
- deformation mechanism of foot 22 (elastic member 106 shown in FIGS. 3 and 4 above, grounding member (foot sole elastic body) 71, bag-like member 1 0 9 etc.) is obtained using the mechanical model of the deformation mechanism (spring damper model etc.). Then, in block 312, based on the obtained deformation amount (mechanism deformation amount) and the desired gait (target movement), the estimation stored at the latest landing (the moment of landing) of the mouth port 1 is estimated. Upper body assuming that there is no slippage between the foot 22 and the floor corresponding to the supporting leg coordinate system (estimated supporting leg coordinate system determined in the latest S2122 in Fig. 10) Posture (hereinafter referred to as the estimated non-slip body posture) is calculated.
- the current estimated non-slip body posture is calculated based on the desired gait (target movement), taking into account the amount of mechanism deformation.
- the estimated body posture without slip may be obtained by using the detected displacement value or the desired displacement value of the joint of the robot 1.
- a load acting on the speed reducer or the link is estimated using a disturbance observer based on the motor current command or the detected value, and the deformation of the speed reducer / link is estimated based on the estimated load, and the speed reduction is performed.
- the estimated body posture without slippage may be obtained including (considering) the deformation of the mechanical link.
- an estimated slip-free body posture is calculated by kinematics calculation based on at least the joint displacement of the target gait and the amount of compliance compensation (see Japanese Patent Application Laid-Open No. Hei 10-277969 previously proposed by the present applicant). It is good. With these, the estimated body posture without slippage can be obtained with higher accuracy.
- the estimated body posture without slip which is a subtle value of the estimated body posture without slip, is used.
- the input of the block (integrator) 310 for outputting the estimated body posture that is, the difference between the body posture angular velocity output from the block 3 08 and the above-mentioned estimated body posture angular velocity without slip is calculated.
- the detection direction component of the auto rate sensor (gyro sensor for auto detection) (hereinafter referred to as the auto rate sensor detection direction angular velocity deviation component) of this difference is extracted in block 3 15. I do.
- the estimated body posture (the value obtained in the previous control cycle) is used to extract the angular velocity deviation component detected by the mobile sensor.
- the body posture of the desired gait may be used. If the body posture is vertical or nearly vertical, the value of the vertical component of the difference (the output of the block 314) may be used as the angular velocity deviation component detected by the yorate sensor.
- the auto-rate drift is obtained (estimated).
- the feedback control law of the block 318 for example, a PI control law is used, and a value obtained by multiplying the angular velocity difference component (output of the block 315) by the gain sensor Kf with the gain Kf is obtained.
- the output drift is obtained. Then, the obtained rate drift is subtracted from the angular velocity sensor detected value coin in block 307.
- the input to block 318 of the feedback control law is cut off (switch 317 in Fig. 13 is disconnected from the output side of block 315). (Closes to the “0” input side.), Keeps the previous drift rate value, and subtracts that value from the angular velocity sensor detection value ⁇ in.
- a difference between the acceleration sensor detection value global coordinate system converted value, which is the output of the block 302, and the assumed gravity acceleration G is obtained in a block 321. Then, a value obtained by subtracting the above-mentioned sum (output of block 320) from the difference (output of block 3221) is second-order integrated by a block 3222, thereby obtaining a new inertial navigation estimation. Determine body position Xinertestm.
- the gains Kc and Kd should be small or set to 0 in situations where errors in the geometrically estimated body position are likely to occur due to large errors.
- the gains Kc and Kd are preferably set small or set to zero.
- the gains Kc and Kd are preferably increased.
- the correction gains Ka, Kb, Kc, and Kd are high during the sole contacting period, as shown in the graph of the correction gain K shown in Fig. 8 (c). Should be set to 0 or approximately 0.
- the graph of the correction gain K in Fig. 8 (c) shows the tendency of the change in the magnitudes of Ka, Kb, Kc, and Kd, but does not represent an exact value.
- the standardization is performed so that the maximum value of the correction gain K is 1. Have been. Therefore, K may be considered to mean the aperture (attenuator) of the correction gains Ka, Kb, Kc, and Kd.
- the estimated body posture is corrected on the basis of the estimated body posture error calculated using Equation 42 or Equation 43, but Equations 4 2 and Equation 43 are not used.
- the estimated body posture may be directly corrected based on the horizontal component of the gravitational acceleration estimation error. That is, the following equation 44 may be used instead of equation 43.
- Horizontal component of gravity acceleration estimation error One estimated body posture error angle * Gravitational acceleration
- Equation 4 4 To supplement the setting of the gain Ka, in the aerial period, no matter what the error of the estimated upper body posture is, if viewed from a coordinate system that performs a parabolic motion together with the robot 1, 1 The whole is the same as in the zero-gravity state, and the output of the acceleration sensor is not affected by the estimated body posture error. Therefore, the detection accuracy of the acceleration sensor is high, the followability of the actual mouth port 1 to the target gait is high, the rigidity of the mouth port 1 is high, and the lopot dynamics used to generate the target gait is used. If the condition that the model parameters almost match the actual mouth pot 1 (hereafter referred to as condition A) is satisfied, the estimated gravitational acceleration and the assumed gravitational acceleration always almost match.
- condition A the condition that the model parameters almost match the actual mouth pot 1
- the estimated gravitational acceleration and the assumed gravitational acceleration deviate from the true value by the same amount according to the error in the estimated body posture, and as a result, the estimated gravitational acceleration and the assumed gravitational acceleration always almost coincide. Therefore, in the mid-air period, the direction of gravity cannot be estimated.
- the estimated gravity acceleration and the assumed gravity acceleration always almost match, The estimated body posture error at the moment is almost 0, and even if the above-mentioned gain Ka is not set small, the correction amount obtained by multiplying the estimated body posture error by the gain Ka is also almost 0, and the estimated body posture error The risk of having a significant adverse effect is low.
- the value of the correction gain Ka, Kb, Kc or Kd may be determined by using the stationary Kalman filter or the non-stationary Kalman filter method.
- the properties of the system noise (disturbance) and the observation noise do not sufficiently satisfy the preconditions of the Kalman-fil, and therefore, are not sufficient. This does not necessarily produce the effect.
- the center of rotation of the posture determined in the above embodiment will be supplemented below.
- a so-called support polygon minimum convex polygon including the ground contact surface, ZMP possible range or existence of total floor reaction force center point
- the value of 47 cannot be controlled to an arbitrary value while maintaining a constant value. In other words, it is the same as slipping on ice and not walking well. Therefore, when the robot 1 is moving stably while controlling the floor reaction force, in a certain region between the floor of the foot 22 and the floor, static friction acts without slipping. I think it is. In other words, it is thought that there is a rotation center of the posture in the supporting polygon. Supplementally, if the foot 22 of the mouth pot 1 is a completely rigid body, all contact points except the center of rotation of the posture will slip, but the actual bottom of the foot 22 will be made of rubber or other elastic material. It is considered that no slip occurs near the center of rotation.
- the mouth pot In the mid-air period, the mouth pot is considered to perturb around the center of gravity.
- the rotation center of the posture is It is considered that it exists between the supporting polygon and the position of the overall center of gravity (or the position of the upper body representative point).
- the posture rotation center determined in S2204 of FIG. 10 is more generally desirably one of the following (at the current time t)
- the rotation center of the posture should be set in the supporting polygon. Specifically, it is sufficient to set the above a) and b). Alternatively, the predetermined point in c) above may be set so that the rotation center of the posture is included in the supporting polygon. For example, it may be set to the origin of the supporting leg coordinate system (usually below the ankle joint).
- the rotation center of the posture is preferably set as in d) above, but since the position of the center of gravity of all exists near the position of the upper body representative point, it may be set as in e) above. .
- the acceleration sensor and / or the gyro sensor may be mounted (built-in) on a portion other than the upper body 3, for example, on the head 4. If there is a neck joint between the head 4 and the upper body 3, the detected values of the acceleration sensor and / or the gyro sensor are determined based on the displacement command (target displacement) or the detected displacement value of the neck joint. As long as the acceleration is converted into the acceleration and the angular acceleration of the body representative point by the calculation, the rest can be estimated by the self-position in the same manner as in the above embodiments.
- joint displacement is defined as the joint displacement of the target gait or the detected joint displacement value.
- weighted averages may be used.
- the weight at this time may have a frequency characteristic.
- the estimated position and orientation such as the estimated supporting leg coordinate system and the estimated body position and orientation
- the global coordinate system instead of using the global coordinate system as a reference as in the previous embodiment, it is expressed by a perturbation from the target position and orientation. You may.
- the estimated body posture error angle in the global coordinate system is obtained based on the estimated gravity acceleration in the global coordinate system, and the estimated body posture error in the global coordinate system is obtained.
- the estimated body posture is obtained by additionally inputting the value obtained by multiplying the posture error angle by the gain Kb to an integrator (block 3110 in Fig. 13) that integrates the global body angular velocity c gl. Had been corrected. That is, the estimated body posture is corrected in the global coordinate system, but may be corrected in the local coordinate system of the gyro sensor (the coordinate system fixed to the body 3) instead. Specifically, in Fig.
- the block 309 of the gain Kb and the adder (block 308) that subtracts its output from the global body angular velocity c gl are deleted, and the integrator KaZ S ( Block 3 06) may be changed to Ka / S + Kb, that is, a block of the PI control law.
- the acceleration sensor detected value is calculated from the global coordinate system converted value.
- the estimated gravitational acceleration may be obtained by reducing the body acceleration of the gait.
- the mouth port that is trying to exercise according to the target gait has a posture rotation around the posture rotation center.
- the posture inclination in the posture rotation is 0 on average even if it vibrates back and forth and left and right.
- the spin in the posture rotation is close to 0 on average because the spin direction is switched in reverse for each step. Therefore, excluding the centrifugal force and other forces acting in almost the same direction regardless of the rotation direction of the posture rotation, the positive and negative effects of the posture rotation offset the positive and negative effects, and the long-term Is almost zero.
- “long term” refers to a time longer than the settling time for correcting the estimated body posture.
- the estimated body position (inertial navigation estimated body position) and the estimated body posture are obtained by inertial navigation. Inertial navigation using geometric estimated body position is performed. Since the estimated body position and body posture are corrected, the self-position and posture of the mouth port 1 and the landing position and orientation (the position and orientation of the estimated supporting leg coordinate system) must be accurately estimated. Can be. In particular, in situations where it is judged that there is no slippage between the foot 22 and the floor, such as when the mouth pot 1 is stopped, the robot 1 is corrected by performing the auto correction. Can accurately estimate the self-posture (body posture) of the subject. Industrial applicability
- the present invention is useful as a technique for accurately estimating the posture of a predetermined portion such as the upper body of a legged moving port such as a bipedal moving robot.
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Description
Claims
Priority Applications (5)
Application Number | Priority Date | Filing Date | Title |
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KR1020047017286A KR100956537B1 (ko) | 2002-04-26 | 2003-04-28 | 다리식 이동 로봇의 자기자세 추정 장치 |
DE60332227T DE60332227D1 (de) | 2002-04-26 | 2003-04-28 | System zur selbst abschätzung der lage des mobilen roboters mit beinen |
EP03725699A EP1504855B1 (en) | 2002-04-26 | 2003-04-28 | System for estimating attitude of leg type moving robot itself |
US10/511,128 US6963185B2 (en) | 2002-04-26 | 2003-04-28 | System for estimating attitude of leg type moving robot itself |
JP2004501990A JP4181114B2 (ja) | 2002-04-26 | 2003-04-28 | 脚式移動ロボットの自己姿勢推定装置 |
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
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JP2002127066 | 2002-04-26 | ||
JP2002/127066 | 2002-04-26 |
Publications (1)
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WO2003090981A1 true WO2003090981A1 (fr) | 2003-11-06 |
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Family Applications (3)
Application Number | Title | Priority Date | Filing Date |
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PCT/JP2003/005449 WO2003090981A1 (fr) | 2002-04-26 | 2003-04-28 | Systeme permettant d'estimer l'attitude d'un robot mobile monte sur des jambes |
PCT/JP2003/005447 WO2003090979A1 (fr) | 2002-04-26 | 2003-04-28 | Systeme permettant d'estimer l'attitude d'un robot mobile monte sur des jambes |
PCT/JP2003/005448 WO2003090980A1 (fr) | 2002-04-26 | 2003-04-28 | Dispositif d'estimation automatique de position pour robots mobiles montes sur des jambes |
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Application Number | Title | Priority Date | Filing Date |
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PCT/JP2003/005447 WO2003090979A1 (fr) | 2002-04-26 | 2003-04-28 | Systeme permettant d'estimer l'attitude d'un robot mobile monte sur des jambes |
PCT/JP2003/005448 WO2003090980A1 (fr) | 2002-04-26 | 2003-04-28 | Dispositif d'estimation automatique de position pour robots mobiles montes sur des jambes |
Country Status (6)
Country | Link |
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US (3) | US7145305B2 (ja) |
EP (5) | EP2110210B1 (ja) |
JP (3) | JP4181114B2 (ja) |
KR (3) | KR100956520B1 (ja) |
DE (5) | DE60332224D1 (ja) |
WO (3) | WO2003090981A1 (ja) |
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US7860611B2 (en) * | 2003-06-27 | 2010-12-28 | Honda Motor Co., Ltd. | Control device for legged mobile robot |
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US7996179B2 (en) | 2007-07-19 | 2011-08-09 | Samsung Electronics Co., Ltd. | Method of measuring pose of mobile robot and method and apparatus for measuring position of mobile robot using the same |
CN112334746A (zh) * | 2018-06-22 | 2021-02-05 | 索尼公司 | 滑动检测装置 |
US11981026B2 (en) | 2018-06-22 | 2024-05-14 | Sony Corporation | Slip detecting device |
CN114794953A (zh) * | 2022-04-19 | 2022-07-29 | 净豹智能机器人(台州)有限公司 | 基于深度学习的智能清洁机器人贴边清洁系统及方法 |
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