Science Explorer Interactive view Map
Topic · Control and Systems Engineering

Advanced Research in Systems and Signal Processing

Advanced Research in Systems and Signal Processing is a research topic within Control and Systems Engineering. Science Explorer counts 11k research works in it since 1950. 6.6% of them reached the world's top 10% most cited for their field and year.

This cluster of papers focuses on the integration of cyber, physical, and social systems, with an emphasis on decision making, urban computing, autodyne sensors, machine learning, data mining, transportation systems, information management, parallel computing, and infrastructure development.

  • Cyber-Physical-Social Systems
  • Decision Making
  • Urban Computing
  • Autodyne Sensors
  • Machine Learning
  • Data Mining
  • Transportation System
  • Information Management
  • Parallel Computing
  • Infrastructure Development
Research works
11k
fractional, since 1950
In the world top 10%
703
per year above
Top-10% rate
6.6%
share of its works in the world top 10%
Growth, 2013–17 → 2018–22
+97%
the tick is no change

Which countries lead Advanced Research in Systems and Signal Processing research?

By volume, Russia and Ukraine publish the most (937 and 250 works in 2022–2025).

By volume, 2022–2025

  1. 1 Russia 937 works
  2. 2 Ukraine 250 works
  3. 3 China 244 works
  4. 4 United States 161 works
  5. 5 India 92 works
  6. 6 Uzbekistan 69 works
  7. 7 Germany 41 works
  8. 8 Poland 37 works
  9. 9 Kazakhstan 32 works
  10. 10 Indonesia 32 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: 49.4%Ukraine: 13.2%China: 12.9%United States: 8.5%6 others listed: 16.0%49%largest
Russia937 · 49.4%Ukraine250 · 13.2%China244 · 12.9%United States161 · 8.5%6 others listed303 · 16.0%

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

Which institutions lead Advanced Research in Systems and Signal Processing research?

By volume in 2022–2025, Moscow Technical University of Communication and Informatics publishes the most Advanced Research in Systems and Signal Processing research, followed by Petersburg State Transport University and Russian University of Transport.

By volume, 2022–2025

  1. 1 Moscow Technical University of Communication and InformaticsRussia 38 works
  2. 2 Petersburg State Transport UniversityRussia 35 works
  3. 3 Russian University of TransportRussia 26 works
  4. 4 Russian Academy of SciencesRussia 25 works
  5. 5 Tashkent State Transport UniversityUzbekistan 22 works
  6. 6 National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”Ukraine 21 works
  7. 7 Bauman Moscow State Technical UniversityRussia 21 works
  8. 8 V. A. Trapeznikov Institute of Control SciencesRussia 21 works
  9. 9 Moscow Aviation InstituteRussia 20 works
  10. 10 Lviv Polytechnic National UniversityUkraine 19 works

Who are the leading researchers in Advanced Research in Systems and Signal Processing?

The most-cited researchers publishing on Advanced Research in Systems and Signal Processing include Karl Henrik Johansson.

  1. 1 Karl Henrik Johansson Sweden 2.5k citations

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

Where is Advanced Research in Systems and Signal Processing research done?

The largest centres of Advanced Research in Systems and Signal Processing research in 2022–2025 are Moscow (Russia), Saint Petersburg (Russia), Kyiv (Ukraine) and Beijing (China). Among places with at least 20 works in it, it is an unusually large share of all research in Rostov-on-Don, Voronezh and Samara.

Largest cities, 2022–2025

  1. 1 Moscow Russia 370 works
  2. 2 Saint Petersburg Russia 142 works
  3. 3 Kyiv Ukraine 96 works
  4. 4 Beijing China 64 works
  5. 5 Tashkent Uzbekistan 52 works
  6. 6 Kharkiv Ukraine 43 works
  7. 7 Rostov-on-Don Russia 38 works
  8. 8 Voronezh Russia 28 works
  9. 9 Samara Russia 26 works
  10. 10 Lviv Ukraine 25 works

Where it is the local speciality

  1. Rostov-on-DonRU · 37.7 works33×
  2. VoronezhRU · 27.6 works32×
  3. SamaraRU · 26.5 works26×
  4. Saint PetersburgRU · 142.2 works23×
← less than its size predicts1×more →

Location quotient: how much more of its research is in Advanced Research in Systems and Signal Processing than the world average.

See Advanced Research in Systems and Signal Processing on the map

Where is the best place to study Advanced Research in Systems and Signal Processing?

Among universities, judged by research, Moscow Technical University of Communication and Informatics, Bauman Moscow State Technical University and Peter the Great St. Petersburg Polytechnic University 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%10%20%mean 8.99%fractional works in this node (log) →share in the world top 10% →Moscow Technical University of Communication and Informatics: 38, 18.7%Bauman Moscow State Technical University: 21, 11.6%Peter the Great St. Petersburg Polytechnic University: 18, 8.2%Tashkent State Transport University: 22, 12.5%Moscow Aviation Institute: 20, 7.4%National Technical University "Kharkiv Polytechnic Institute": 10, 8.7%Moscow State University of Civil Engineering: 10, 9.3%Southern Federal University: 10, 10.2%Russian University of Transport: 26, 0.0%Petersburg State Transport University: 35, 3.3%Moscow Technical Uni…Tashkent State Trans…Bauman Moscow State …Peter the Great St. …
above the meannear itbelow it

One dot per university in the table below. The upper left is the interesting corner: small places doing unusually strong work.

#UniversityScoreTop 10%SpecialisationWorksGrowth
1 Moscow Technical University of Communication and InformaticsRussia 81.018.7%381.6×38 —
2 Bauman Moscow State Technical UniversityRussia 71.711.6%50.2×21 +297.5%
3 Peter the Great St. Petersburg Polytechnic UniversityRussia 66.68.2%37.3×18 +1178.8%
4 Tashkent State Transport UniversityUzbekistan 65.812.5%157.6×22 —
5 Moscow Aviation InstituteRussia 64.07.4%55.8×20 +227.0%
6 National Technical University "Kharkiv Polytechnic Institute"Ukraine 59.08.7%41.5×10 +203.1%
7 Moscow State University of Civil EngineeringRussia 57.29.3%30.0×10 +392.2%
8 Southern Federal UniversityRussia 56.610.2%24.3×10 +126.3%
9 Russian University of TransportRussia 56.10.0%180.7×26 +2076.1%
10 Petersburg State Transport UniversityRussia 55.63.3%232.1×35 —

Universities only. Score blends excellence (30%), specialisation (25%), size (20%), growth (15%) and international reach (10%), 2015–2022; growth compares 2010–14 with 2015–19.

Is Advanced Research in Systems and Signal Processing research growing?

Output in 2018–2022 was 97% higher than in 2013–2017, peaking in 2024. The fastest-growing topics are Advanced Research in Systems and Signal Processing.

19801990200020102020
grewheldshrank

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

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.