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upsample — Increase a signal's sample rate by inserting zeros.

y = upsample(x, n) inserts n - 1 zeros after each sample of x along the first non-singleton dimension. y = upsample(x, n, phase) places each original sample at the zero-based phase offset within each n-sample output group.

Syntax

y = upsample(x, 2)

How upsample works

  • Accepts numeric, logical, integer, complex, vector, matrix, N-D tensor, and GPU tensor inputs.
  • Operates along the first non-singleton dimension, matching MATLAB's column-wise behavior for matrices and row-wise behavior for row vectors.
  • n must be a finite positive integer scalar.
  • phase is optional, defaults to 0, and must be an integer scalar in the range 0 <= phase < n.
  • The output size along the operated dimension is size(x, dim) * n; all other dimensions are preserved.
  • Inserted samples are numeric zero or complex zero, depending on the input domain.

Examples

Insert one zero after each row-vector sample

x = [1 2 3];
y = upsample(x, 2)

Expected output:

y = [1 0 2 0 3 0]

Offset samples within each output group

x = [1; 2];
y = upsample(x, 3, 1)

Expected output:

y = [0; 1; 0; 0; 2; 0]

Upsample matrix columns

X = [1 3; 2 4];
Y = upsample(X, 2)

Expected output:

Y = [1 3; 0 0; 2 4; 0 0]

Using upsample with coding agents

Open a RunMat example with live inputs, then ask the agent to explain how upsample changes the result.

Run a small upsample example, explain the result, then change one input and compare the output.

FAQ

Which dimension does upsample use?

RunMat follows MATLAB's default and operates along the first non-singleton dimension.

Does upsample filter or interpolate the inserted zeros?

No. upsample only inserts zeros. Use filtering operations separately when interpolation filtering is needed.

Can I pass GPU tensors?

Yes. GPU inputs are gathered through the active provider, converted on the host, and returned as host tensors.

Elementwise

abs · angle · complex · conj · double · exp · expm1 · factorial · gamma · heaviside · hypot · imag · ldivide · log · log10 · log1p · log2 · minus · nextpow2 · plus · pow2 · power · rdivide · real · sign · single · sqrt · times

Trigonometry

acos · acosh · asin · asinh · atan · atan2 · atanh · cos · cosd · cosh · deg2rad · rad2deg · sin · sind · sinh · tan · tand · tanh

Reduction

all · any · cummax · cummin · cumprod · cumsum · cumtrapz · diff · gradient · max · mean · median · min · nnz · prod · std · sum · trapz · var

Rounding

ceil · fix · floor · mod · rem · round

Factor

chol · eig · lu · qr · svd

Solve

cond · det · inv · linsolve · norm · null · pinv · rank · rcond · rref

Fft

fft · fft2 · fftshift · ifft · ifft2 · ifftshift

Interpolation

interp1 · interp2 · pchip · ppval · spline

Symbolic

limit · sym · syms

Ode

ode15s · ode23 · ode45

Open-source implementation

Unlike proprietary runtimes, every RunMat function is open-source. Read exactly how upsample is executed, line by line, in Rust.

About RunMat

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