homogeneous_transformation

HomogeneousTransformation

Homogeneous transformations are common in robotics, where each of the bodies that make up the robot has a coordinate frame associated with it. In general, the coordinate frames for two different bodies will have different orientations and different locations in space. If you have a vector that describes the location of a point relative to one reference frame, the question arises of how to find a vector that describes the location of the same point relative to a different reference frame. A homogeneous transformation provides a straightforward way to perform the conversion. See the usage instructions below for more details.

Installation

Add this line to your application's Gemfile:

gem 'homogeneous_transformation'

And then execute:

$ bundle

Or install it yourself as:

$ gem install homogeneous_transformation

Usage

To use the HomogeneousTransformation class in your program, include the following line:

require 'homogeneous_transformation'

The following typedef has bee provided for your convenience:

HomTran = HomogeneousTransformation

We will use it throughout the remainder of this readme for the sake of brevity.

In order to initialize a HomogeneousTransformation, you need to create a UnitQuaternion object that represents the HomTran's orientation, and you need to provide a vector that gives the HomTran's location in space. The unit_quaternion gem is required automatically when you require the homogeneous_transformation gem.

q = UnitQuaternion.fromAngleAxis(Math::PI/2, Vector[1,1,1])
t = Vector[1,2,3]
frame = HomTran.new(q, t)
=> #<HomogeneousTransformation:0x00000002595a68 @q=(0.7071067811865476, Vector[0.408248290463863, 0.408248290463863, 0.408248290463863]), @t=Vector[1, 2, 3]>

You can recover the orientation or translation for a given HomTran object using the following methods:

frame.getQuaternion()
=> (0.7071067811865476, Vector[0.408248290463863, 0.408248290463863, 0.408248290463863])

frame.getTranslation()
=> Vector[1, 2, 3]

You can get the 4x4 matrix representation of the HomTran as follows:

frame.getMatrix()
=> Matrix[[0.3333333333333335, -0.24401693585629253, 0.9106836025229592, 1], [0.9106836025229592, 0.3333333333333335, -0.24401693585629253, 2], [-0.24401693585629253, 0.9106836025229592, 0.3333333333333335, 3], [0, 0, 0, 1]]

You can also set the orientation, translation, or matrix representation for an existing HomTran object using the setQuaternion, setTranslation, and setMatrix methods.

Now for the useful part. If you have a HomTran object that describes the location of a child frame relative to its parent frame, and you have a vector expressed in the child frame, you can get the corresponding vector in the parent frame using the transform method:

v = Vector[1, 2, 3]
frame.transform(v)
=> Vector[3.577350269189626, 2.8452994616207485, 5.577350269189626]

If you want the inverse of a HomTran, for example, to transform a vector from its representation in the parent frame to its representation in the child frame, you can use the inverse method:

frame.inverse()
=> #<HomogeneousTransformation:0x000000025a7a10 @q=(0.7071067811865476, Vector[-0.408248290463863, -0.408248290463863, -0.408248290463863]), @t=Vector[-1.4226497308103743, -3.154700538379252, -1.4226497308103747]>

Finally, to compose two transformations described by HomTran objects, use the multiplication operator:

frame2 = HomTran.new(UnitQuaternion.new(1,2,3,4), Vector[1, 0, 0])
=> #<HomogeneousTransformation:0x000000025bc820 @q=(0.18257418583505536, Vector[0.3651483716701107, 0.5477225575051661, 0.7302967433402214]), @t=Vector[1, 0, 0]>

frame2 * frame
#<HomogeneousTransformation:0x00000002334648 @q=(-0.5417209483763564, Vector[0.25819888974716115, 0.6109051323707207, 0.5163977794943223]), @t=Vector[2.7999999999999994, 2.0, 2.5999999999999996]>

Note that for any frame, frame * frame.inverse() (or frame.inverse() * frame) must yield the identity transformation:

result = frame * frame.inverse()
=> #<HomogeneousTransformation:0x000000024c0a20 @q=(1.0, Vector[0.0, 0.0, 0.0]), @t=Vector[-4.440892098500626e-16, -4.440892098500626e-16, -8.881784197001252e-16]>

result.getMatrix()
=> Matrix[[1.0, 0.0, 0.0, -4.440892098500626e-16], [0.0, 1.0, 0.0, -4.440892098500626e-16], [0.0, 0.0, 1.0, -8.881784197001252e-16], [0, 0, 0, 1]]

Advanced Features

The initialize, setQuaternion, and setTranslation methods all accept two additional parameters: a HomTran object called rel_to, and a boolean value called local. The value of local is only used if rel_to is not nil.

By default, when initializing a HomTran object, or setting its orientation or position, this class assumes that the transformation is being specified relative to the "global" or "inertial" reference frame, or some other common parent frame. However, if a value for rel_to is passed to any of the methods mentioned above, the orientation and rotation are specified relative to the rel_to frame.

If local is true (its default value), then the location and orientation should be specified in the rel_to frame. If local is false, they should be specified in the "global" frame (or rel_to's parent frame).

Perhaps an example will clarify things. Consider the following frame:

frame1 = HomTran.new(UnitQuaternion.fromAngleAxis(Math::PI/2, Vector[0, 0, 1]), Vector[1, 0, 0])
=> #<HomogeneousTransformation:0x00000002451490 @q=(0.7071067811865476, Vector[0.0, 0.0, 0.7071067811865475]), @t=Vector[1, 0, 0]>

The frame is rotated by PI/2 radians about the global z-axis, and offset by 1 unit along the global x-axis. Next, say we want to create a new frame with the same orientation, but offset by another 1 unit along the global x-axis. We could create such a frame as follows:

frame2 = HomTran.new(UnitQuaternion.new(), Vector[1, 0, 0], frame1, false)
=> #<HomogeneousTransformation:0x000000025d62c0 @q=(0.7071067811865476, Vector[0.0, 0.0, 0.7071067811865475]), @t=Vector[2, 0, 0]>

frame2.getTranslation()
=> Vector[2, 0, 0]

Notice that we specified [1, 0, 0] for frame2's translation, but, since we passed in frame1 for the rel_to argument, the resulting translation is [1, 0, 0] plus frame1's translation. Also, notice that local was false, so we translated frame2 along the global x-axis.

Since frame1 is rotated by PI/2 about the global z-axis, frame2's x-axis is aligned with the global y-axis. So, if we create a new frame similar to frame2, but with local = true, we will translate it along frame1's x-axis, which aligns with the global y-axis. So, the resulting translation should be [1, 1, 0]. Let's try it:

frame3 = HomTran.new(UnitQuaternion.new(), Vector[1, 0, 0], frame1, true)
=> #<HomogeneousTransformation:0x000000025e7228 @q=(0.7071067811865476, Vector[0.0, 0.0, 0.7071067811865475]), @t=Vector[1.0000000000000002, 1.0, 0.0]>

frame3.getTranslation()
=> Vector[1.0000000000000002, 1.0, 0.0]

Exactly what we expected!

A note of caution: when you create a HomTran using the rel_to parameter, this class calculates the resulting offset and orientation relative to the "global" frame and returns the corresponding HomTran. So, any subsequent changes to the rel_to frame will not affect the child frame, unless you update it manually using the setQuaternion or setTranslation methods with the rel_to parameter.

Contributing

1. Fork it
2. Create your feature branch (git checkout -b my-new-feature)
3. Commit your changes (git commit -am 'Add some feature')
4. Push to the branch (git push origin my-new-feature)
5. Create new Pull Request