Related Experiment Video
Updated: Jul 12, 2025

11:54
Real-Time Proxy-Control of Re-Parameterized Peripheral Signals using a Close-Loop Interface
Published on: May 8, 2021
4.4K
Output Formation Containment for Multiagent Systems Under Multipoint Multipattern FDI Attacks: A Resilient Impulsive
IEEE Transactions on Cybernetics
|October 20, 2023
Summary
This study addresses multi-point, multi-pattern false data injection attacks in networked multiagent systems (MASs). A novel hybrid protocol ensures output formation containment despite cyber threats.
Area of Science:
- Control Systems Engineering
- Cybersecurity
- Networked Systems
Background:
- Networked multiagent systems (MASs) face increasing cyber attack risks due to more devices and interactions.
- Multi-point and multi-pattern false data injection (FDI) attacks pose significant threats to MASs.
Purpose of the Study:
- To address the output formation-containment problem in MASs under complex FDI attacks.
- To develop a robust protocol for mitigating multipoint, multipattern FDI attacks.
Main Methods:
- Proposed a novel hybrid protocol integrating a state observer, attack estimator, impulsive interactor, and compensation controller.
- Designed an impulsive interactor for controlled signal transmission and random channel attacks.
- Developed a compensation controller utilizing recovered states and attack signals.
Main Results:
- Achieved output formation containment with cooperative uniform ultimate boundedness (UUB).
- Successfully recovered unmeasured states and estimated unknown FDI attack signals.
- Validated the proposed approach's effectiveness and advantages through simulations.
Conclusions:
- The novel hybrid protocol effectively mitigates multipoint, multipattern FDI attacks in MASs.
- Ensures system stability and achieves output formation containment under compromised conditions.
More Related Videos
Related Concept Videos
Multi-input and Multi-variable systems
110
Cruise control systems in cars are designed as multi-input systems to maintain a driver's desired speed while compensating for external disturbances such as changes in terrain. The block diagram for a cruise control system typically includes two main inputs: the desired speed set by the driver and any external disturbances, such as the incline of the road. By adjusting the engine throttle, the system maintains the vehicle's speed as close to the desired value as possible.
In the absence...
In the absence...
110
Masking and Demasking Agents
2.5K
EDTA titrations may necessitate masking and demasking agents to temporarily protect a particular metal ion in a mixture from the EDTA reaction. These agents facilitate the sequential analysis of the metal ions by forming stable complexes with some—but not all—metal ions during certain steps.
There are many masking agents, such as cyanide, fluoride, triethanolamine, thiourea, and 2,3-bis(sulfanyl)propan-1-ol (formerly 2,3-dimercapto-1-propanol), with the masking agent chosen based on...
There are many masking agents, such as cyanide, fluoride, triethanolamine, thiourea, and 2,3-bis(sulfanyl)propan-1-ol (formerly 2,3-dimercapto-1-propanol), with the masking agent chosen based on...
2.5K
Collisions in Multiple Dimensions: Problem Solving
4.2K
In multiple dimensions, the conservation of momentum applies in each direction independently. Hence, to solve collisions in multiple dimensions, we should write down the momentum conservation in each direction separately. To help understand collisions in multiple dimensions, consider an example.
A small car of mass 1,200 kg traveling east at 60 km/h collides at an intersection with a truck of mass 3,000 kg traveling due north at 40 km/h. The two vehicles are locked together. What is the...
A small car of mass 1,200 kg traveling east at 60 km/h collides at an intersection with a truck of mass 3,000 kg traveling due north at 40 km/h. The two vehicles are locked together. What is the...
4.2K
Collisions in Multiple Dimensions: Introduction
5.4K
It is far more common for collisions to occur in two dimensions; that is, the initial velocity vectors are neither parallel nor antiparallel to each other. Let's see what complications arise from this. The first idea is that momentum is a vector. Like all vectors, it can be expressed as a sum of perpendicular components (usually, though not always, an x-component and a y-component, and a z-component if necessary). Thus, when the statement of conservation of momentum is written for a...
5.4K
Multimachine Stability
165
Multimachine stability analysis is crucial for understanding the dynamics and stability of power systems with multiple synchronous machines. The objective is to solve the swing equations for a network of M machines connected to an N-bus power system.
In analyzing the system, the nodal equations represent the relationship between bus voltages, machine voltages, and machine currents. The nodal equation is given by:
In analyzing the system, the nodal equations represent the relationship between bus voltages, machine voltages, and machine currents. The nodal equation is given by:
165
Fixed Action Patterns
16.0K
A fixed action pattern (FAP) is a specific, hard-wired sequence of behaviors that occurs in response to an external stimulus, called a sign stimulus. The behavior is “fixed” because it is essentially unchangeable—proceeding similarly across individuals of a species every time it occurs.
16.0K

