nabin sharma's blog

Kinematics of a Robot Car (Bicycle Model)

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While going through the Sebastian Thrun‘s AI for Robotics class, I came across a programming assignment that required implementing basic kinematics of a simple robot in 2D space. The robot uses bicycle model. Here is the underlying geometry that give rise to the basic equations used in the class.


Figure 1: A robot (car) movement in 2D space.

As shown in Fig. 1, the robot lies in a global cartesian coordinate space and is characterized by its  position and heading, (x, y, \theta), where \theta is the heading relative to x-axis.  The length of the robot is L and its velocity along heading direction \theta is v.

Let’s assume the robot’s origin (center of rear axle in Fig. 1) moves a distance d along the heading direction. We are interested in the turn angle that the robot incurred during the movement.

Fig. 2 shows the bicycle model of the robot in Fig. 1. From Fig. 2, the angular velocity of the robot can be expressed as

\dot{\theta} = \frac{v}{R},          (1)

where R is the radius of turn.

bicycle model

Figure 2: Bicycle model of the robot (car).

We can also write,

\tan\alpha = \frac{L}{R} \implies R = \frac{L}{\tan\alpha}.          (2)

Using (1) and (2), the turn angle is given by

\beta = \int \dot{\theta} dt = \frac{d}{L}\tan\alpha = \frac{d}{R},          (3)

where integration is performed over the time during which the rear wheel moves distance d.

Coordinates of center of turn can be easily computed using Fig. 2,

x_c = x - R\sin\theta,

y_c = y + R\cos\theta.

New heading of the robot after the turn can be obtained by adding \beta from (3) and original heading \theta. Updated robot position and heading are given by

x' = x_c + R \sin (\theta + \beta),

y' = y_c - R \cos (\theta + \beta),

\theta' =(\theta + \beta)~\textrm{mod}~2\pi.

From (3), when \beta \rightarrow 0, R \rightarrow \infty. We can approximate this as just a motion in straight line along heading direction. So,

x' = x + d \cos \theta,

y' = y + d \sin \theta,

\theta' =(\theta + \beta)~\textrm{mod}~2\pi \approx \theta~\textrm{mod}~2\pi.


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