ArticleslgStudy

mathematics

Paden–Kahan subproblems

Paden–Kahan subproblems is a mathematics topic covered in the lgStudy science library. This page brings together a partial reference excerpt, illustrations, worked examples, real-world applications and a short study plan, so you can understand Paden–Kahan subproblems rather than just read about it. In short: Paden–Kahan subproblems are a set of solved geometric problems which occur frequently in inverse kinematics of common robotic manipulators. Although the set of problems is not exhaustive, it may be used to simplify inverse kinematic analysis for many industrial robots.

Paden–Kahan subproblems — main illustration
Paden–Kahan subproblems — illustration

Key takeaways

  • Paden–Kahan subproblems belongs to mathematics; place it in that map before memorising details.
  • Learn the definition first, then one example that makes the definition concrete.
  • Connect Paden–Kahan subproblems to a quantity you can measure, compute or draw — that is where exam questions come from.
  • Reproduce the core statement of Paden–Kahan subproblems from memory before moving on to harder problems.

Reference excerpt

Paden–Kahan subproblems are a set of solved geometric problems which occur frequently in inverse kinematics of common robotic manipulators. Although the set of problems is not exhaustive, it may be used to simplify inverse kinematic analysis for many industrial robots. Beyond the three classical subproblems several others have been proposed.

Simplification strategies For a structure equation defined by the product of exponentials method, Paden–Kahan subproblems may be used to simplify and solve the inverse kinematics problem. Notably, the matrix exponentials are non-commutative. Generally, subproblems are applied to solve for particular points in the inverse kinematics problem (e.g., the intersection of joint axes) in order to solve for joint angles.

Eliminating revolute joints Simplification is accomplished by the principle that a rotation has no effect on a point lying on its axis. For example, if the point p {\textstyle p} is on the axis of a revolute twist ξ {\textstyle \xi } , its position is unaffected by the actuation of the twist. To wit: e ξ ^ θ p = p {\displaystyle e^{{\widehat {\xi }}\theta }p=p}

Thus, for a structure equation e ξ ^ 1 θ 1 e ξ ^ 2 θ 2 e ξ ^ 3 θ 3 = g {\displaystyle e^{{\widehat {\xi }}_{1}\theta _{1}}e^{{\widehat {\xi }}_{2}\theta _{2}}e^{{\widehat {\xi }}_{3}\theta _{3}}=g} where ξ 1 {\textstyle \xi _{1}} , ξ 2 {\textstyle \xi _{2}} and ξ 3 {\textstyle \xi _{3}} are all zero-pitch twists, applying both sides of the equation to a point p {\textstyle p} which is on the axis of ξ 3 {\textstyle \xi _{3}} (but not on the axes of ξ 1 {\textstyle \xi _{1}} or ξ 2 {\textstyle \xi _{2}} ) yields e ξ ^ 1 θ 1 e ξ ^ 2 θ 2 e ξ ^ 3 θ 3 p = g p {\displaystyle e^{{\widehat {\xi }}_{1}\theta _{1}}e^{{\widehat {\xi }}_{2}\theta _{2}}e^{{\widehat {\xi }}_{3}\theta _{3}}p=gp} By the cancellation of ξ 3 {\textstyle \xi _{3}} , this yields e ξ ^ 1 θ 1 e ξ ^ 2 θ 2 p = g p {\displaystyle e^{{\widehat {\xi }}_{1}\theta _{1}}e^{{\widehat {\xi }}_{2}\theta _{2}}p=gp} which, if ξ 1 {\textstyle \xi _{1}} and ξ 2 {\textstyle \xi _{2}} intersect, may be solved by Subproblem 2.

… excerpt ends here. Continue reading the full article.

Illustrations

Paden–Kahan subproblems: An illustration of the projected circle in the first Paden–Kahan subproblem.
An illustration of the projected circle in the first Paden–Kahan subproblem.
Paden–Kahan subproblems: Illustration of Paden–Kahan Subproblem 2. The subproblem yields two solutions in the event that the circles intersect at two points; one solution if the circles are tangential; and no solution if the circles fail to intersect.
Illustration of Paden–Kahan Subproblem 2. The subproblem yields two solutions in the event that the circles intersect at two points; one solution if the circles are tangential; and no solution if the circles fail to intersect.
Paden–Kahan subproblems: An illustration of Paden–Kahan subproblem 2, showing the tangential case in which the subproblem yields only one solution.
An illustration of Paden–Kahan subproblem 2, showing the tangential case in which the subproblem yields only one solution.
Paden–Kahan subproblems: An illustration of Paden–Kahan subproblem 2, showing a case with two intersecting circles and therefore two solutions. Both solutions (c, c2) are highlighted.
An illustration of Paden–Kahan subproblem 2, showing a case with two intersecting circles and therefore two solutions. Both solutions (c, c2) are highlighted.

Worked examples

Example 1 — a first encounter with Paden–Kahan subproblems

Start with the simplest possible case. Write down what Paden–Kahan subproblems claims or describes in one sentence, then invent the smallest concrete situation in which that sentence is true. In mathematics, the smallest case is usually a single object, a single equation or a single measurement. Check that every symbol or term in your sentence has a meaning in that case.

Example 2 — changing one variable

Take the situation from Example 1 and change exactly one quantity: double it, halve it, or set it to zero. Predict what should happen to Paden–Kahan subproblems before you calculate. Comparing your prediction with the result is the fastest way to find out whether you understand the idea or only the words.

Example 3 — an exam-style question

Typical questions about Paden–Kahan subproblems ask you to (a) state it precisely, (b) apply it to given data, and (c) explain a limitation. Practise writing all three answers in under five minutes; the third part is what separates a full-mark answer from an average one.

Applications of Paden–Kahan subproblems

In research
Paden–Kahan subproblems appears in mathematics research whenever the underlying quantities have to be modelled precisely. Papers usually cite it as a starting assumption and then explore where it breaks down.
In technology and industry
Engineering practice reuses Paden–Kahan subproblems in design rules, simulations and safety margins. Knowing the idea lets you read a specification sheet and understand why the numbers look the way they do.
In the classroom
Paden–Kahan subproblems is common in secondary-school and first-year university syllabi. It links to neighbouring topics Computational geometry, Robotic manipulation, so understanding it makes those chapters shorter.
In everyday life
Look for Paden–Kahan subproblems outside the textbook — in sport, cooking, traffic, electronics or the sky above you. An example you found yourself is remembered far longer than one you were given.
Ask Teacher Smith questions about this articleOpens your AI tutor with a question about “Paden–Kahan subproblems” →

Affiliate

Preply — study more efficiently by working with a personal tutor. 50% off.

How to study Paden–Kahan subproblems in 20 minutes

  1. Read the reference excerpt below once, without taking notes.
  2. Close the page and write down what Paden–Kahan subproblems means in your own words.
  3. Compare your version with the excerpt and mark what you missed.
  4. Work through the three examples above with pen and paper.
  5. Explain Paden–Kahan subproblems out loud to somebody else — or to Teacher Smith in the lgStudy chat.

Frequently asked questions

What is Paden–Kahan subproblems in simple terms?

Paden–Kahan subproblems are a set of solved geometric problems which occur frequently in inverse kinematics of common robotic manipulators. Although the set of problems is not exhaustive, it may be used to simplify inverse kinematic analysis for many industrial robots.

Why does Paden–Kahan subproblems matter?

Because it connects several mathematics ideas at once: it gives you a definition you can apply, a quantity you can calculate, and a way to check whether a result is plausible.

How should I study Paden–Kahan subproblems?

Read the excerpt, restate it from memory, then work through the examples and applications listed on this page. The five-step study plan above takes about twenty minutes.

What does this page cover?

It gives you a compact reference excerpt plus original lgStudy explanations, examples, applications and study material on Paden–Kahan subproblems.

Tags

  • Computational geometry
  • Robotic manipulation

Keep exploring