Curvature for a Space Curve
A space curve can change direction in three dimensions, so its turning cannot always be described using a single plane’s coordinates. Curvature still measures how rapidly the direction of motion changes per unit of distance traveled. For a parametrized curve, the cross product of its velocity and acceleration gives a practical way to calculate that quantity.
The main calculation is compact, but its conditions matter: the curve must be sufficiently differentiable, and its velocity must be nonzero at the point being studied. With those conditions in place, the formula applies to helices and many other curves whose first and second derivatives are not parallel.
For a regular curve, the speed is \(|\mathbf r'(t)|\), so \(ds/dt=|\mathbf r'(t)|\). Curvature is nonnegative: it measures the amount of turning, not a direction of turning. The cross-product formula expresses it using parameter derivatives.
Why the Cross Product Appears
The cross product isolates the part of acceleration that changes the tangent’s direction. To see this, write \(\mathbf v=\mathbf r'(t)\), \(\mathbf a=\mathbf r''(t)\), and \(q=|\mathbf v|\), where \(q>0\). The unit tangent is \(\mathbf T=\mathbf v/q\). Differentiating it gives \(\frac{d\mathbf T}{dt}=\frac{\mathbf a}{q}-\frac{\mathbf v(\mathbf v\cdot\mathbf a)}{q^3}\). Since \(\mathbf T=\mathbf v/q\), this can also be written as \(\frac{d\mathbf T}{dt}=\frac{\mathbf a-(\mathbf a\cdot\mathbf T)\mathbf T}{q}\).
The vector \(\mathbf a-(\mathbf a\cdot\mathbf T)\mathbf T\) is the component of acceleration perpendicular to the unit tangent: the subtracted term is precisely the component parallel to \(\mathbf T\). Changing speed along the same direction does not itself turn the tangent. Because \(ds/dt=q\), the chain rule now gives \(\frac{d\mathbf T}{ds}=\frac{1}{q}\frac{d\mathbf T}{dt}\). Taking magnitudes yields curvature as the perpendicular acceleration’s magnitude divided by \(q^2\).
For any vectors \(\mathbf v\) and \(\mathbf a\), the cross-product magnitude is \(|\mathbf v\times\mathbf a|=|\mathbf v|\cdot|\mathbf a_{\perp}|\), where \(\mathbf a_{\perp}\) is the component of \(\mathbf a\) perpendicular to \(\mathbf v\). This follows from \(|\mathbf v\times\mathbf a|=|\mathbf v||\mathbf a|\sin\theta\), since \(|\mathbf a|\sin\theta=|\mathbf a_{\perp}|\). Therefore \(|\mathbf a_{\perp}|=|\mathbf v\times\mathbf a|/q\). Substituting into the curvature expression gives \(\kappa=|\mathbf v\times\mathbf a|/q^3\), which is the stated formula.
A Reliable Calculation Process
Each calculation uses the same sequence. Differentiate the position vector twice, evaluate both derivatives at the parameter value of interest, compute their cross product, and find its magnitude. Separately find the speed and cube it. Divide the cross-product magnitude by that cubed speed. Keeping the numerator and denominator calculations separate helps prevent a common power-of-speed error.
Find \(\mathbf r'(t)\) and \(\mathbf r''(t)\).
At the desired parameter value, verify that \(\mathbf r'(t)\ne\mathbf 0\).
Find \(|\mathbf r'\times\mathbf r''|\) and \(|\mathbf r'|^3\).
Use the formula, simplify if possible, and verify the cross product and speed.
Worked Examples
Worked Example: Curvature of a Circular Helix
Find the curvature of \(\mathbf r(t)=(3\cos t,3\sin t,4t)\). First differentiate: \(\mathbf r'(t)=(-3\sin t,3\cos t,4)\) and \(\mathbf r''(t)=(-3\cos t,-3\sin t,0)\). The speed is \(|\mathbf r'(t)|=\sqrt{9\sin^2t+9\cos^2t+16}=\sqrt{25}=5\), so the curve is regular for every \(t\).
Compute the cross product component by component: \(\mathbf r'\times\mathbf r''=(12\sin t,-12\cos t,9)\). Its magnitude is \(\sqrt{144\sin^2t+144\cos^2t+81}=\sqrt{225}=15\). Thus \(\kappa(t)=15/5^3=15/125=3/25\), for every \(t\).
As a direct check at \(t=0\), \(\mathbf r'(0)=(0,3,4)\) and \(\mathbf r''(0)=(-3,0,0)\). Their cross product is \((0,-12,9)\), with magnitude \(\sqrt{144+81}=15\); the speed is \(\sqrt{0+9+16}=5\). Substitution again gives \(15/125=3/25\).
Worked Example: Curvature on a Polynomial Space Curve
Let \(\mathbf r(t)=(t,t^2,t^3)\). Find the curvature at \(t=1\). The derivatives are \(\mathbf r'(t)=(1,2t,3t^2)\) and \(\mathbf r''(t)=(0,2,6t)\). At \(t=1\), these become \(\mathbf r'(1)=(1,2,3)\) and \(\mathbf r''(1)=(0,2,6)\). The velocity is nonzero, and its speed is \(\sqrt{1+4+9}=\sqrt{14}\).
The cross product is \(\mathbf r'(1)\times\mathbf r''(1)=(2\cdot6-3\cdot2,\;3\cdot0-1\cdot6,\;1\cdot2-2\cdot0)=(6,-6,2)\). Its magnitude is \(\sqrt{36+36+4}=\sqrt{76}=2\sqrt{19}\). Therefore \(\kappa(1)=\frac{2\sqrt{19}}{(\sqrt{14})^3}=\frac{2\sqrt{19}}{14\sqrt{14}}=\frac{\sqrt{19}}{7\sqrt{14}}\).
To check, \((\sqrt{14})^3=14\sqrt{14}\), and the numerator squared is \(76\), as obtained from the three cross-product components. The velocity magnitude squared is \(14\), matching its three components. Substitution into the formula therefore gives the stated value.
Worked Example: Curvature of a Trigonometric Space Curve
Let \(\mathbf r(t)=(t,\sin t,t^2)\). Find the curvature at \(t=0\). Differentiation gives \(\mathbf r'(t)=(1,\cos t,2t)\) and \(\mathbf r''(t)=(0,-\sin t,2)\). At zero, \(\mathbf r'(0)=(1,1,0)\) and \(\mathbf r''(0)=(0,0,2)\). The speed is \(\sqrt{1^2+1^2+0^2}=\sqrt{2}\), which is nonzero.
The cross product is \(\mathbf r'(0)\times\mathbf r''(0)=(1\cdot2-0\cdot0,\;0\cdot0-1\cdot2,\;1\cdot0-1\cdot0)=(2,-2,0)\). Its magnitude is \(\sqrt{4+4+0}=2\sqrt{2}\). Since \((\sqrt{2})^3=2\sqrt{2}\), the curvature is \(\kappa(0)=\frac{2\sqrt{2}}{2\sqrt{2}}=1\).
As a final check, the evaluated derivatives give speed \(\sqrt{2}\), and their cross product has magnitude \(2\sqrt{2}\). Their ratio with the cubed speed is exactly \(1\), as calculated.
Conditions and Interpretation
The nonzero-velocity condition is essential. If \(\mathbf r'(t)=\mathbf 0\), the speed vanishes, so the displayed formula has a zero denominator and the unit tangent \(\mathbf r'/|\mathbf r'|\) is not defined there. The formula alone does not determine curvature at such a parameter value; a different parametrization or a separate analysis may be needed. Do not substitute into the formula at a point where regularity fails.
When \(\mathbf r'(t)\ne\mathbf 0\), a zero cross product means that velocity and acceleration are parallel, or one of them is zero. In that case the acceleration has no perpendicular component that instantaneously turns the tangent, and the formula gives \(\kappa(t)=0\). If the cross product is nonzero, the derivatives are not parallel, and curvature is positive at that point.
The cross product depends on three-dimensional vector operations, but curvature is a scalar: its magnitude is used, so changing the order of the vectors only changes the sign of the cross product, not the curvature. This is also why a negative component in the cross product is not a negative curvature.
Common Mistake: Using the Wrong Power of Speed
A frequent error is to divide by the square of the speed instead of its cube. For the helix in the first example, the speed is \(5\) and the cross-product magnitude is \(15\). The incorrect calculation \(\kappa=\frac{15}{5^2}=\frac{3}{5}\) uses the wrong denominator. The correct calculation is \(\kappa=\frac{15}{5^3}=\frac{15}{125}=\frac{3}{25}\).
The cube is required because the derivative of the unit tangent with respect to the parameter first contributes a factor of inverse speed, and converting from parameter change to arc-length change contributes another factor of inverse speed. Expressing the resulting perpendicular acceleration through the cross product supplies the final speed factor in the denominator. When checking work, write the denominator explicitly as \(|\mathbf r'(t)|^3\), rather than replacing it with an unmarked power of the speed.
Check Your Understanding
Use the cross-product formula and show the derivative and magnitude calculations in each problem.
- For \(\mathbf r(t)=(2\cos t,2\sin t,t)\), find the curvature at \(t=0\).
- For \(\mathbf r(t)=(t,t^2,t^3)\), calculate \(\mathbf r'(0)\times\mathbf r''(0)\) and the curvature at \(t=0\).
- What regularity condition must hold at the parameter value before applying the formula?
- Explain why the component of acceleration parallel to the unit tangent does not contribute to curvature.
- For the helix in the first worked example, identify the error in dividing the cross-product magnitude by \(5^2\), and give the correct result.