D-Index & Metrics Best Publications

D-Index & Metrics

Discipline name D-index D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines. Citations Publications World Ranking National Ranking
Computer Science D-index 30 Citations 3,808 114 World Ranking 8346 National Ranking 3919

Overview

What is he best known for?

The fields of study he is best known for:

  • Computer network
  • Programming language
  • Artificial intelligence

The scientist’s investigation covers issues in Computer network, Real-time computing, Simulation, Scalability and Wireless network. Many of his research projects under Computer network are closely connected to Network interface with Network interface, tying the diverse disciplines of science together. His work carried out in the field of Real-time computing brings together such families of science as Time division multiple access, Link layer, Wireless sensor network, Enhanced Data Rates for GSM Evolution and Swarm behaviour.

His research integrates issues of Systems design, Vehicular ad hoc network and Traffic congestion in his study of Simulation. His studies deal with areas such as Model predictive control, Data-driven, Random forest, Demand response and Robustness as well as Scalability. He has included themes like Minimum energy control, Quality of service, Resource allocation and Communications system in his Wireless network study.

His most cited work include:

  • The Wireless Control Network: A New Approach for Control Over Networks (150 citations)
  • RT-Link: A Time-Synchronized Link Protocol for Energy- Constrained Multi-hop Wireless Networks (141 citations)
  • Cyber–Physical Modeling of Implantable Cardiac Medical Devices (116 citations)

What are the main themes of his work throughout his whole career to date?

Rahul Mangharam focuses on Embedded system, Distributed computing, Wireless network, Real-time computing and Computer network. His Embedded system research includes themes of Software and Formal verification. His Distributed computing research incorporates themes from Network topology, Process control and Collision avoidance.

His work focuses on many connections between Wireless network and other disciplines, such as Wireless sensor network, that overlap with his field of interest in Node, Wireless and Virtual machine. His biological study deals with issues like Scheduling, which deal with fields such as Peak demand. His Computer network study which covers Scalability that intersects with Robustness.

He most often published in these fields:

  • Embedded system (15.00%)
  • Distributed computing (13.89%)
  • Wireless network (13.89%)

What were the highlights of his more recent work (between 2017-2021)?

  • Robustness (9.44%)
  • Temporal logic (6.11%)
  • Model predictive control (9.44%)

In recent papers he was focusing on the following fields of study:

Rahul Mangharam spends much of his time researching Robustness, Temporal logic, Model predictive control, Mathematical optimization and Scalability. His Model predictive control study combines topics in areas such as Control engineering and State. The Mathematical optimization study which covers Data-driven that intersects with Random forest and Demand response.

The Demand response study combines topics in areas such as Energy management, Physical plant, Reduction, System dynamics and Cyber-physical system. His Scalability study combines topics from a wide range of disciplines, such as Separation, Distributed computing and Collision avoidance. His research combines Linear programming and Distributed computing.

Between 2017 and 2021, his most popular works were:

  • Data-driven model predictive control using random forests for building energy optimization and climate control (87 citations)
  • Learning and control using gaussian processes: towards bridging machine learning and controls for physical systems (39 citations)
  • Data-Driven Model Predictive Control with Regression Trees—An Application to Building Energy Management (33 citations)

In his most recent research, the most cited papers focused on:

  • Computer network
  • Programming language
  • Artificial intelligence

His primary areas of study are Model predictive control, Mathematical optimization, Data-driven, Robustness and Random forest. Mathematical optimization is frequently linked to Demand response in his study. He interconnects Energy management, Physical plant, Reduction, System dynamics and Cyber-physical system in the investigation of issues within Demand response.

His biological study spans a wide range of topics, including Scalability, Building model and Temporal logic. His studies in Scalability integrate themes in fields like Control system, Logic Control, Distributed computing and Signal temporal logic. His work in Random forest covers topics such as Benchmark which are related to areas like Optimal control, Process control, Energy management system and Time horizon.

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Best Publications

RT-Link: A Time-Synchronized Link Protocol for Energy- Constrained Multi-hop Wireless Networks

A. Rowe;R. Mangharam;R. Rajkumar.
sensor, mesh and ad hoc communications and networks (2006)

201 Citations

The Wireless Control Network: A New Approach for Control Over Networks

M. Pajic;S. Sundaram;G. J. Pappas;R. Mangharam.
IEEE Transactions on Automatic Control (2011)

194 Citations

GrooveNet: A Hybrid Simulator for Vehicle-to-Vehicle Networks

Rahul Mangharam;Daniel Weller;Raj Rajkumar;Priyantha Mudalige.
international conference on mobile and ubiquitous systems: networking and services (2006)

180 Citations

Voice over Sensor Networks

R. Mangharam;A. Rowe;R. Rajkumar;R. Suzuki.
real-time systems symposium (2006)

173 Citations

Cyber–Physical Modeling of Implantable Cardiac Medical Devices

Zhihao Jiang;M. Pajic;R. Mangharam.
Proceedings of the IEEE (2012)

171 Citations

Modeling and verification of a dual chamber implantable pacemaker

Zhihao Jiang;Miroslav Pajic;Salar Moarref;Rajeev Alur.
tools and algorithms for construction and analysis of systems (2012)

157 Citations

Toward patient safety in closed-loop medical device systems

David Arney;Miroslav Pajic;Julian M. Goldman;Insup Lee.
international conference on cyber-physical systems (2010)

148 Citations

FireFly: a cross-layer platform for real-time embedded wireless networks

Rahul Mangharam;Anthony Rowe;Raj Rajkumar.
Real-time Systems (2007)

144 Citations

GrooveSim: a topography-accurate simulator for geographic routing in vehicular networks

Rahul Mangharam;Daniel S. Weller;Daniel D. Stancil;Ragunathan Rajkumar.
ad hoc networks (2005)

136 Citations

Model-Driven Safety Analysis of Closed-Loop Medical Systems

Miroslav Pajic;Rahul Mangharam;Oleg Sokolsky;David Arney.
IEEE Transactions on Industrial Informatics (2014)

136 Citations

Best Scientists Citing Rahul Mangharam

Insup Lee

Insup Lee

University of Pennsylvania

Publications: 34

Ragunathan Rajkumar

Ragunathan Rajkumar

Carnegie Mellon University

Publications: 33

George J. Pappas

George J. Pappas

University of Pennsylvania

Publications: 27

Oleg Sokolsky

Oleg Sokolsky

University of Pennsylvania

Publications: 17

Lui Sha

Lui Sha

University of Illinois at Urbana-Champaign

Publications: 17

Sofie Pollin

Sofie Pollin

KU Leuven

Publications: 17

Marta Kwiatkowska

Marta Kwiatkowska

University of Oxford

Publications: 16

Anthony Rowe

Anthony Rowe

Carnegie Mellon University

Publications: 16

Chenyang Lu

Chenyang Lu

Washington University in St. Louis

Publications: 15

Bruno Sinopoli

Bruno Sinopoli

Washington University in St. Louis

Publications: 14

Eduardo Tovar

Eduardo Tovar

International Student Exchange Programs

Publications: 13

Paulo Tabuada

Paulo Tabuada

University of California, Los Angeles

Publications: 13

Soummya Kar

Soummya Kar

Carnegie Mellon University

Publications: 12

Dimos V. Dimarogonas

Dimos V. Dimarogonas

Royal Institute of Technology

Publications: 12

Francky Catthoor

Francky Catthoor

KU Leuven

Publications: 11

Dániel Varró

Dániel Varró

McGill University

Publications: 10

Profile was last updated on December 6th, 2021.
Research.com Ranking is based on data retrieved from the Microsoft Academic Graph (MAG).
The ranking d-index is inferred from publications deemed to belong to the considered discipline.

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