World's Best Scientists 2026 revealed!

D-Index & Metrics

Engineering and Technology

D-Index
40
Citations
8228
World Ranking
7212
National Ranking
1971

Overview

Inseok Hwang is a researcher affiliated with Purdue University West Lafayette in the United States, focusing primarily on engineering and computer science. Their work spans several subfields including control and systems engineering, artificial intelligence, computer networks and communications, aerospace engineering, and automotive engineering.

Hwang has contributed extensively to topics such as fault detection and control systems, target tracking and data fusion in sensor networks, air traffic management and optimization, smart grid security and resilience, distributed sensor networks and detection algorithms, anomaly detection techniques and applications, and control systems and identification.

Their recent publications include:

  • "Attitude control of rigid spacecraft with predefined-time stability," 2020, Journal of the Franklin Institute
  • "Deep Reinforcement Learning Control for Aerobatic Maneuvering of Agile Fixed-Wing Aircraft," 2020, AIAA Scitech 2020 Forum
  • "Hybrid Machine Learning and Estimation-Based Flight Trajectory Prediction in Terminal Airspace," 2021, IEEE Access
  • "Trajectory pattern identification and classification for real-time air traffic applications in Area Navigation terminal airspace," 2022, Transportation Research Part C Emerging Technologies
  • "Optimal Kalman Filter With Information-Weighted Consensus," 2023, IEEE Transactions on Automatic Control

Frequent coauthors in Hwang's body of work include Shiraz Khan, James Goppert, Omanshu Thapliyal, Sooyung Byeon, and Dawei Sun.

Hwang regularly publishes in venues such as arXiv (Cornell University), IEEE Control Systems Letters, IEEE Transactions on Automatic Control, IFAC-PapersOnLine, and AIAA Scitech 2020 Forum. The arXiv repository hosts the largest number of their publications, followed by several journals and conference proceedings focused on automatic control and aerospace engineering.

Best Publications

  • A Survey of Fault Detection, Isolation, and Reconfiguration Methods

    Inseok Hwang;Sungwan Kim;Youdan Kim;Chze Eng Seah

  • Security analysis for Cyber-Physical Systems against stealthy deception attacks

    Cheolhyeon Kwon;Weiyi Liu;Inseok Hwang

  • New Algorithms for Aircraft Intent Inference and Trajectory Prediction

    Javier Lovera Yepes;Inseok Hwang;Mario Rotea

  • Cyber Attack Vulnerabilities Analysis for Unmanned Aerial Vehicles.

    Alan Kim;Brandon Wampler;James Goppert;Inseok Hwang

  • E-Gesture: a collaborative architecture for energy-efficient gesture recognition with hand-worn sensor and mobile devices

    Taiwoo Park;Jinwon Lee;Inseok Hwang;Chungkuk Yoo

  • Probabilistic Trajectory Prediction and Conflict Detection for Air Traffic Control

    Weiyi Liu;Inseok Hwang

  • Intent-Based Probabilistic Conflict Detection for the Next Generation Air Transportation System

    Inseok Hwang;Chze Eng Seah

  • CoMon: cooperative ambience monitoring platform with continuity and benefit awareness

    Youngki Lee;Younghyun Ju;Chulhong Min;Seungwoo Kang

  • Probabilistic 4D trajectory prediction and conflict detection for air traffic control

    Weiyi Liu;Inseok Hwang

  • Protocol-Based Conflict Resolution for Air Traffic Control

    Inseok Hwang;Jegyom Kim;Claire Tomlin

  • State estimation for hybrid systems: applications to aircraft tracking

    I. Hwang;H. Balakrishnan;C. Tomlin

  • Attitude control of rigid spacecraft with predefined-time stability

    Feng Wang;Yue Miao;Chaoyong Li;Inseok Hwang

  • SocioPhone: everyday face-to-face interaction monitoring platform using multi-phone sensor fusion

    Youngki Lee;Chulhong Min;Chanyou Hwang;Jaeung Lee

  • State Estimation for Stochastic Linear Hybrid Systems with Continuous-State-Dependent Transitions: An IMM Approach

    Chze Eng Seah;Inseok Hwang

  • Reachability Analysis for Safety Assurance of Cyber-Physical Systems Against Cyber Attacks

    Cheolhyeon Kwon;Inseok Hwang

  • Stochastic Linear Hybrid Systems: Modeling, Estimation, and Application in Air Traffic Control

    Chze Eng Seah;Inseok Hwang

  • A Study on Stability of the Interacting Multiple Model Algorithm

    Inseok Hwang;Chze Eng Seah;Sangjin Lee

  • Stochastic optimal control for aircraft conflict resolution under wind uncertainty

    Yoshinori Matsuno;Takeshi Tsuchiya;Jian Wei;Inseok Hwang

  • Flight-Mode-Based Aircraft Conflict Detection Using a Residual-Mean Interacting Multiple Model Algorithm

    Inseok Hwang;Jesse Hwang;Claire Tomlin

  • Adaptive fast nonsingular terminal sliding mode control for attitude tracking of flexible spacecraft with rotating appendage

    Yue Miao;Inseok Hwang;Ming Liu;Feng Wang

  • Optimal Arrival Flight Sequencing and Scheduling Using Discrete Airborne Delays

    Yeonju Eun;Inseok Hwang;Hyochoong Bang

  • Algorithm for Performance Analysis of the IMM Algorithm

    Chze Eng Seah;Inseok Hwang

Frequent Co-Authors

Claire J. Tomlin
Claire J. Tomlin University of California, Berkeley
Junehwa Song
Junehwa Song Korea Advanced Institute of Science and Technology
Martin Corless
Martin Corless Purdue University West Lafayette
Dusan M. Stipanovic
Dusan M. Stipanovic University of Illinois at Urbana-Champaign
Youdan Kim
Youdan Kim Seoul National University
Shankar Sastry
Shankar Sastry University of California, Berkeley
Mario A. Rotea
Mario A. Rotea The University of Texas at Dallas
Min-Jea Tahk
Min-Jea Tahk Korea Advanced Institute of Science and Technology
David Hyunchul Shim
David Hyunchul Shim Korea Advanced Institute of Science and Technology

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