Question 1

What is Signal Processing (United States) known for?

Accepted Answer

In research, Signal Processing (United States) stands highest in Physical Sciences (#7,625 of 10,670 worldwide), 2022-now. Relative to its size it is most specialised in Computer Science (Computer Science is 4.5× its share of world research).

Question 2

How does Signal Processing (United States) rank in research?

Accepted Answer

Signal Processing (United States) ranks #15,165 of 22,385 institutions worldwide on research quality in 2022-now (#11,800 all time), and #2,169 of 3,332 in the United States.

Question 3

Who are the top researchers at Signal Processing (United States)?

Accepted Answer

Ranked on the quality score, M. Krasner, Bulent Ayhan and Ajem Guido Janssen lead among researchers whose main affiliation is Signal Processing (United States).

Question 4

What are the most cited papers from Signal Processing (United States)?

Accepted Answer

The most cited paper from Signal Processing (United States) is "The emerging field of signal processing on graphs: Extending high-dimensional data analysis to networks and other irregular domains" (David I Shuman, Sunil K. Narang, Pascal Frossard et al., 2013), with 4,577 citations. Next come "Multi-Cell MIMO Cooperative Networks: A New Look at Interference" (1,839) and "Tensor Decompositions for Signal Processing Applications: From two-way to multiway component analysis" (1,417).

Question 5

Which research topics does Signal Processing (United States) publish most on?

Accepted Answer

By volume in 2022-now: Speech and Audio Processing, Speech Recognition and Synthesis, Music and Audio Processing and Soil Moisture and Remote Sensing.

Question 6

Which keywords describe research at Signal Processing (United States)?

Accepted Answer

By fractional works in 2022-now, weighted toward what it does more of than the world: Deep Learning, Neural Networks, Convolutional Neural Networks, Machine Learning, Beamforming, Audio-Visual Speech Recognition, Speech Enhancement and Feature Extraction.

Question 7

Which fields of science does Signal Processing (United States) work in?

Accepted Answer

In 2022-now, 80% of research at Signal Processing (United States) is in Physical Sciences, 7% in Social Sciences. Its largest fields are Computer Science (35%), Engineering (32%), Medicine (6%). It does 2.0× the world's share of Physical Sciences.

Question 8

Is Signal Processing (United States)'s research output growing?

Accepted Answer

Output in 2022-2025 was 46% lower than in 2018-2021.