Michael Rabbat

11.7k citations
121 papers · 5.3k · 5 hit papers · h-index 36

Impact in

Papers in

    • Distributed Control Multi-Agent Systems 44
    • Distributed Sensor Networks and Detection Algorithms 19
    • Cooperative Communication and Network Coding 18
    • Energy Efficient Wireless Sensor Networks 15
    • Target Tracking and Data Fusion in Sensor Networks 13

Michael Rabbat

118 papers receiving 5.2k citations

Michael Rabbat's Hit Papers

Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture 2023 · 133 citations
1330+7+14Years since publication100200300400500

Peers

Michael Rabbat
Comparison fields: 5 of 148
  • Computer Networks and Communications 2.9k
  • Transportation 413
  • Computational Mechanics 1.1k
  • Artificial Intelligence 1.6k
  • Statistical and Nonlinear Physics 493
Replace Mark Coates with:
Mark Coates Canada
Richard H. Middleton Australia
Antonios Tsourdos United Kingdom
Anna Scaglione United States
Zhiguo Shi China
T. Aaron Gulliver Canada
Eric Feron United States
Guoru Ding China
Jeff S. Shamma United States
C. Desoer United States
Michael Rabbat relative to Mark Coates Canada Mark Coates's profile →
Citations per field
00.5×4.0×
Mark Coates · 1×
Citations per year

Countries citing papers authored by Michael Rabbat

Since Specialization
Citations

This map shows the geographic impact of Michael Rabbat's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Michael Rabbat with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Michael Rabbat more than expected).

Fields of papers citing papers by Michael Rabbat

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Michael Rabbat. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Michael Rabbat. The network helps show where Michael Rabbat may publish in the future.

Co-authors

The 25 scholars most cited alongside Michael Rabbat, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Michael Rabbat Line = papers co-authored together Michael Rabbat links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown

Showing the 20 most-cited of 121 papers — load more, or switch the sort, to bring in the rest.

#Work
1
Distributed optimization in sensor networks
Hit paper breakdown →
2004571
2
How land-use and urban form impact bicycle flows: evidence from the bicycle-sharing system (BIXI) in Montreal
Hit paper breakdown →
2014394
3
Compressed Sensing for Networked Data
Hit paper breakdown →
2008388
4 2005279
5
Learning Graphs From Data: A Signal Representation Perspective
Hit paper breakdown →
2019252
6 2008226
7 2012176
8 2018143
9
Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture
Hit paper breakdown →
2023133
10 2020132
11 2012130
12 2006113
13
Decentralized source localization and tracking
2004107
14 2018107
15 2012103
16 200787
17 200585
18 201585
19
Sequential Monte Carlo for simultaneous passive device-free tracking and sensor localization using received signal strength measurements
201184
20 201883

About Michael Rabbat

Michael Rabbat is a scholar working on Computer Networks and Communications, Artificial Intelligence, Electrical and Electronic Engineering, Statistical and Nonlinear Physics and Computational Mechanics, having authored 121 papers that have together received 5.3k indexed citations. Recurring topics across this work include Distributed Control Multi-Agent Systems (44 papers), Distributed Sensor Networks and Detection Algorithms (19 papers), Cooperative Communication and Network Coding (18 papers), Complex Network Analysis Techniques (16 papers), Sparse and Compressive Sensing Techniques (15 papers), Energy Efficient Wireless Sensor Networks (15 papers), Target Tracking and Data Fusion in Sensor Networks (13 papers) and Indoor and Outdoor Localization Technologies (12 papers). The work is most often cited by research in Computer Networks and Communications (2.9k citations), Transportation (413 citations), Computational Mechanics (1.1k citations), Artificial Intelligence (1.6k citations) and Statistical and Nonlinear Physics (493 citations). Michael Rabbat has collaborated with scholars based in Canada, United States and Sweden. Frequent co-authors include Robert D. Nowak, Mark Coates, Konstantinos I. Tsianos, Jarvis Haupt, Sean Lawlor, Tuncer C. Aysal, Waheed U. Bajwa, Naveen Eluru, Ahmed El-Geneidy and Ahmadreza Faghih-Imani. Their work appears in journals such as IEEE Transactions on Signal Processing, IEEE Transactions on Signal and Information Processing over Networks, IEEE Journal of Selected Topics in Signal Processing, IEEE Transactions on Mobile Computing and Proceedings of the IEEE.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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