TrajAcceleration: Approximates the acceleration of a trajectory

In JimMcL/trajr: Animal Trajectory Analysis

Approximates the acceleration of a trajectory

Description

Returns an approximation of the acceleration of a trajectory at each point using the second-order central finite differences.

Usage

TrajAcceleration(trj)

Arguments

trj	Trajectory whose acceleration is to be calculated.

Details

trajr trajectories, which consist of straight line displacements between sampled locations, do not contain enough information to correctly derive velocity or acceleration. Since we have to assume a constant velocity at each step, the first derivative is discontinuous. Acceleration, therefore, is zero during each step and infinite at each change of velocity. The approximation implemented by this function assumes that acceleration occurs over a period of time: half the duration of the previous step plus half the duration of the next step.

Value

Vector of complex numbers. The modulus (Mod(a)) is the magnitude of the acceleration at each point, and the argument (Arg(a)) is the direction of the acceleration. The vector has an attribute, trj, with the trajectory as its value. The first and last values will always be NA, since acceleration cannot be estimated for those points.

See Also

TrajVelocity for calculating velocity, TrajResampleTime and TrajRediscretize to resample a trajectory to fixed time or length steps.

Examples

# A function to plot acceleration as arrows (scaled in length)
AccArrows <- function(acc, scale = .001, trj = attr(acc, "trj"), ...) {
  graphics::arrows(trj$x, trj$y, trj$x + Re(acc) * scale, trj$y + Im(acc) * scale, ...)
}

# Generate and plot a random trajectory
set.seed(101)
trj <- TrajGenerate(30)
plot(trj)

# Calculate acceleration
acc <- TrajAcceleration(trj)
# Plot acceleration as red arrows at each point. They need to be scaled down to
# fit in the plot, and the arrowhead lengths need to be shortened to look good
AccArrows(acc, scale = .001, col = "red", length = .1)

JimMcL/trajr documentation built on July 23, 2024, 2:06 a.m.