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Topic · Electrical and Electronic Engineering

Advanced Signal Processing Techniques

Advanced Signal Processing Techniques is a research topic within Electrical and Electronic Engineering. Science Explorer counts 3.5k research works in it since 1950. 9.9% of them reached the world's top 10% most cited for their field and year.

This cluster of papers encompasses a wide range of topics in the field of telecommunication engineering and network management. It includes research on digital broadcasting, power amplifier efficiency, global navigation satellite systems, information communication networks, signal processing, spectral efficiency, IoT applications, and wireless communication.

  • Telecommunication Engineering
  • Network Management
  • Digital Broadcasting
  • Power Amplifier Efficiency
  • Global Navigation Satellite Systems
  • Information Communication Networks
  • Signal Processing
  • Spectral Efficiency
  • IoT Applications
  • Wireless Communication
Research works
3.5k
fractional, since 1950
In the world top 10%
349
per year above
Top-10% rate
9.9%
share of its works in the world top 10%
Growth, 2018-21 → 2022-25
-18%
the tick is no change
Largest producer
Russia
61% of the 10 largest, 2022-now
Advanced Signal Processing Techniques

Which countries lead Advanced Signal Processing Techniques research?

By volume, Russia and Ukraine publish the most (560 and 136 works in 2022-now).

By volume, 2022-now

  1. 1 Russia 560 works
  2. 2 Ukraine 136 works
  3. 3 United States 57 works
  4. 4 China 32 works
  5. 5 Uzbekistan 30 works
  6. 6 Belarus 24 works
  7. 7 Kazakhstan 23 works
  8. 8 India 23 works
  9. 9 Bulgaria 15 works
  10. 10 Azerbaijan 14 works

How concentrated that is

The same countries as shares of everything the list above accounts for. A node where two countries do two thirds of the work and one spread evenly across twelve read alike as a ranking and not at all alike here.

Russia: 61.3%Ukraine: 14.9%United States: 6.2%China: 3.5%6 others listed: 14.1%61%largest
Russia560 · 61.3%Ukraine136 · 14.9%United States57 · 6.2%China32 · 3.5%6 others listed129 · 14.1%

Shares of the rows listed above, not of the whole node.

Which institutions lead Advanced Signal Processing Techniques research?

By volume in 2022-now, Moscow Technical University of Communication and Informatics publishes the most Advanced Signal Processing Techniques research, followed by Russian Academy of Sciences and Saint-Petersburg State University of Telecommunications.

By volume, 2022-now

  1. 1 Moscow Technical University of Communication and InformaticsRussia 62 works
  2. 2 Russian Academy of SciencesRussia 33 works
  3. 3 Saint-Petersburg State University of TelecommunicationsRussia 19 works
  4. 4 Weatherford CollegeUnited States 14 works
  5. 5 Moscow Aviation InstituteRussia 14 works
  6. 6 Saint Petersburg State University of Aerospace and InstrumentationRussia 11 works
  7. 7 Vladimir State UniversityRussia 11 works
  8. 8 National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”Ukraine 11 works
  9. 9 MIREA - Russian Technological UniversityRussia 10 works
  10. 10 Lviv Polytechnic National UniversityUkraine 10 works

Who are the leading researchers in Advanced Signal Processing Techniques?

The most-cited researchers publishing on Advanced Signal Processing Techniques include V. Ivanchenko and Alexander M. Sergeev.

  1. 1 V. Ivanchenko Switzerland 66k citations
  2. 2 Alexander M. Sergeev Russia 60k citations

Ranked by citations received across their whole record, among researchers with at least three works on this topic.

What are the most cited papers in Advanced Signal Processing Techniques?

The most cited paper in Advanced Signal Processing Techniques is "Analysis and design of OFDM/OQAM systems based on filterbank theory" (Pierre Siohan, Cyrille Siclet, Nicolas Lacaille, 2002), with 992 citations. Next come "Statistical-Physical Models of Electromagnetic Interference" (831) and "Handbook for Digital Signal Processing" (415).

Most cited papers
#PaperReleasedCitations
1 Analysis and design of OFDM/OQAM systems based on filterbank theory Pierre Siohan, Cyrille Siclet, Nicolas Lacaille · IEEE Transactions on Signal Processing May 2002 992
2 Statistical-Physical Models of Electromagnetic Interference David Middleton · IEEE Transactions on Electromagnetic Compatibility Aug 1977 831
3 Handbook for Digital Signal Processing Sailes K. Sengupta · Technometrics Nov 1994 415
4 Variable-Rate Transmission for Rayleigh Fading Channels J.K. Cavers · IRE Transactions on Communications Systems Feb 1972 271
5 Digital modulation and coding Steven Clay Rogers · Control Engineering Practice Apr 1997 198
All 101 most cited papers, with filters and sorting

Where is Advanced Signal Processing Techniques research done?

The largest centres of Advanced Signal Processing Techniques research in 2022-now are Moscow (Russia), Saint Petersburg (Russia), Kyiv (Ukraine) and Kharkiv (Ukraine).

Largest cities, 2022-now

  1. 1 MoscowRussia 213 works
  2. 2 Saint PetersburgRussia 71 works
  3. 3 KyivUkraine 44 works
  4. 4 KharkivUkraine 30 works
  5. 5 TashkentUzbekistan 20 works
  6. 6 MinskBelarus 19 works
  7. 7 Kazan’Russia 19 works
  8. 8 VoronezhRussia 16 works
  9. 9 Rostov-on-DonRussia 16 works
  10. 10 SamaraRussia 15 works
See Advanced Signal Processing Techniques on the map

Where is the best place to study Advanced Signal Processing Techniques?

Among universities, judged by research, Moscow Technical University of Communication and Informatics, Weatherford College and Belarusian State University of Informatics and Radioelectronics score highest, combining excellence, specialisation, size, growth and international reach. Research strength is one signal when choosing where to study; it does not measure teaching.

0%20%40%mean 10.57%fractional works in this field (log) →share of work in the world top 10% →Moscow Technical Uni…Peter the Great St. …Weatherford CollegeBelarusian State Uni…
above the meannear itbelow it

One dot per university in the first ten of the table below, at the default weights. The upper left is the interesting corner: small places doing unusually strong work.

Excellenceshare of its work in the world top 10%, 2022-now and all time averaged
40%
Specialisationhow much of its work is in this field, counted up to 10× the world share
10%
Sizeits output in this field, on a log scale
30%
Growthoutput growth, counted from -20% to +20%
10%
Internationalshare of its work with a co-author abroad
10%
Each slider sets a weight; the share it gets of the score is beside it.
#UniversityScoreTop 10%SpecialisationWorksGrowth
1Moscow Technical University of Communication and InformaticsRussia 72.742.3%1635.5×62 -11.0%
2Weatherford CollegeUnited States 30.19.1%11.9×14 +119.8%
3Belarusian State University of Informatics and RadioelectronicsBelarus 23.78.4%363.8×10 -1.7%
4Peter the Great St. Petersburg Polytechnic UniversityRussia 22.910.2%54.8×10 -31.5%
5Saint-Petersburg State University of TelecommunicationsRussia 18.74.0%867.0×18 -16.4%
6Moscow Aviation InstituteRussia 18.07.4%101.6×14 -20.8%
7Financial UniversityRussia 17.16.6%43.4×9 +53.2%
8Lviv Polytechnic National UniversityUkraine 15.46.6%44.5×10 -49.4%
9Kazan State Technical University named after A. N. TupolevRussia 13.42.8%219.2×9 -57.4%
10Russian University of CooperationRussia 12.38.3%397.2×8 -

Universities only. The score blends excellence (40%), size (30%), specialisation (10%), growth (10%), international reach (10%), 2022-now; growth compares 2018-21 with 2022-25 and counts up to +20%, since a jump from a small base is mostly noise.

Every institution in Advanced Signal Processing Techniques, country by country

Is Advanced Signal Processing Techniques research growing?

Output in 2022-2025 was 18% lower than in 2018-2021, peaking in 2020.

still counting19801990200020102020
grewheldshrank

The same series as a ribbon: one cell per year, darker for more. The line above answers how much; this answers when.

Its share of all research

Growing output can still be a shrinking share: all of science grows. This is Advanced Signal Processing Techniques as a percentage of every work published that year, 0.0027% in 2024.

still counting0.0025%0.0050%0.0075%Advanced Signal Processing Techniques0.0041% in 202519801990200020102020

Fractional works of Advanced Signal Processing Techniques over all fractional works that year. How the balance of science has shifted.

How much of it reaches the world top 10%

Year by year.

still counting5%10%15%Advanced Signal Processing Techniques10.2% in 2025200020102020

Of each year's works in it, the share that reached the world's 10% most cited for their field and year. A field is the world for its own topics, so there is no other line to hold it against.

Which topics inside it are moving

Growth and decline on one axis around a shared zero. Two lists side by side hide the thing that matters: whether the growth dwarfs the decline, or the other way round.

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