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delayandsum

Delay-and-sum is a basic beamforming technique used in array signal processing to extract signals from a desired direction by compensating for differences in arrival times across sensors and then summing the signals. In an array of N sensors, each sensor i records a signal x_i(t) which contains the target source along with noise and interference. For a specified direction, delays τ_i are computed so that signals from that direction align in time; the delay-and-sum output is y(t) = sum_{i=1}^N x_i(t - τ_i). In the frequency domain, the operation corresponds to applying a phase shift e^{-j ω τ_i} to each sensor’s spectrum before summation.

The delays τ_i depend on the array geometry and the assumed direction of arrival. The method is

Advantages include simplicity, robustness, and low computational cost, enabling real-time processing on modest hardware. Limitations include

See also: delay-and-sum beamforming; beamforming.

widely
used
when
a
low-complexity,
real-time
beamforming
solution
is
needed.
Applications
include
microphone
arrays
for
speech
enhancement
and
teleconferencing,
ultrasound
imaging,
radar
and
sonar,
and
wireless
communication
receiver
front-ends.
limited
angular
resolution
set
by
the
array
aperture
and
wavelength,
sensitivity
to
calibration
errors
and
coherent
interference,
and
the
presence
of
grating
lobes
when
sensor
spacing
is
large
relative
to
the
wavelength.
More
advanced
adaptive
beamformers
can
yield
higher
signal-to-noise
ratio
and
better
interference
rejection
but
at
higher
complexity.