5 citations · 13 across the 11 of their papers we have counts for
9 papers · 1 filter
On stability of a distributed observer over switching networks: The case of commutative coupling
Sunghyun Koo, Jin Gyu Lee, Hyungbo Shim
Distributed state estimation algorithms have been extended to switching networks, which model unreliable communication networks. Yet existing results apply only to specific classes…
Emergent Behavior Is Robust to Communication Delays at the Cost of Slower System Evolution
Seokho Jeong, Jin Gyu Lee, Hyungbo Shim
Previous works have shown that strong coupling among heterogeneous agents enforces practical synchronization, leading to collective behavior governed by emergent dynamics. However,…
A Note on Emergent Behavior in Multi-agent Systems Enabled by Neuro-spike Communication
Hyeonyeong Jang, Donghyeon Song, Jin Gyu Lee +1
In this note, we present a novel synchronization framework for heterogeneous multi-agent systems enabled by neuro-spike communication, which induces emergence. Unlike conventional…
Ensuring Stability of Non-Minimal Modes in Input-Output Data-Driven Representation
Joowon Lee, Nam Hoon Jo, Hyungbo Shim +2
Many recent data-driven control approaches for linear time-invariant systems are based on output trajectory prediction using input-output data matrices. The system dynamics describ…
A Learning With Errors based encryption scheme for dynamic controllers that discloses residue signal for anomaly detection
Yeongjun Jang, Joowon Lee, Junsoo Kim +2
Although encrypted control systems ensure confidentiality of private data, it is challenging to detect anomalies without the secret key as all signals remain encrypted. To address…
Fully Decentralized Design of Initialization-free Distributed Network Size Estimation
Donggil Lee, Taekyoo Kim, Seungjoon Lee +1
In this paper, we propose a distributed scheme for estimating the network size, which refers to the total number of agents in a network. By leveraging a synchronization technique f…
Encrypted Dynamic Control exploiting Limited Number of Multiplications and a Method using RLWE-based Cryptosystem
Joowon Lee, Donggil Lee, Junsoo Kim +1
In this paper, we present a method to encrypt dynamic controllers that can be implemented through most homomorphic encryption schemes, including somewhat, leveled fully, and fully…
Model Reference Gaussian Process Regression: Data-Driven State Feedback Controller
Hyuntae Kim, Hamin Chang, Hyungbo Shim
This paper proposes a data-driven state feedback controller that enables reference tracking for nonlinear discrete-time systems. The controller is designed based on the identified…
A Design Method of Distributed Algorithms via Discrete-time Blended Dynamics Theorem
Jeong Woo Kim, Jin Gyu Lee, Donggil Lee +1
We develop a discrete-time version of the blended dynamics theorem for the use of designing distributed computation algorithms. The blended dynamics theorem enables to predict the…