Evidence map›Paper›PMID 40739283›Full record

ArticleScientific reports2025

Resilient [Formula: see text] filter design for networked control systems under communication jamming cyberattacks.

Muhammad Ali, Ghulam Mustafa, Hasnain Ahmad, Muhammad Abid, Salman Habib, Roobaea Alroobaea, Ali ELrashidi

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Muhammad AliDepartment of Electrical Engineering, Pakistan Institute of Engineering and Applied Sciences (PIEAS), Islamabad, Pakistan.
Ghulam MustafaDepartment of Electrical Engineering, Pakistan Institute of Engineering and Applied Sciences (PIEAS), Islamabad, Pakistan.
Hasnain AhmadDepartment of Electrical Engineering, Pakistan Institute of Engineering and Applied Sciences (PIEAS), Islamabad, Pakistan.
Muhammad AbidDepartment of Electrical Engineering, Pakistan Institute of Engineering and Applied Sciences (PIEAS), Islamabad, Pakistan.
Salman HabibDepartment of Control & Instrumentation Engineering, King Fahd University of Petroleum & Minerals (KFUPM), Dhahran, 31261, Saudi Arabia. salman.habib@kfupm.edu.sa.
Roobaea AlroobaeaDepartment of Computer Science, College of Computers and Information Technology, Taif University, P.O. Box 11099, 21944, Taif, Saudi Arabia.
Ali ELrashidiElectrical Engineering Department, University of Business and Technology, 23435, Jeddah, Saudi Arabia. a.elrashidi@ubt.edu.sa.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Communication jamming across various durations and frequencies leads to unpredictable and time-varying measurement transmission intervals in networked systems. Consequently, the discrete-time models of filtering error systems become time-dependent, thereby complicating the design of filters. This paper addresses the ongoing challenge of [Formula: see text] filtering for networked sampled-data systems subjected to communication jamming attacks. By incorporating the uncertain model within a polytopic framework, the analysis and synthesis conditions for a full-order [Formula: see text] filter are expressed as linear matrix inequalities. The proposed filter guarantees both asymptotic stability and [Formula: see text] performance under stealthy jamming attacks. A key novelty of the proposed approach is that it operates without requiring prior knowledge of the jammer's active or inactive periods. Another advantage of the method lies in its capability to tune the desired level of accuracy by increasing the number of vertices in the polytopic model, albeit at the cost of higher computational demand. Three benchmark examples are presented to demonstrate the effectiveness of the proposed strategy and to compare its performance with existing filters. The proposed filter achieves over 80% improvement in [Formula: see text] performance compared to existing methods. Its offline design and enhanced performance make it particularly suitable for networked and embedded control systems with constrained computational or communication capabilities.

Indexed as

Communication jamming cyberattacksCyber-physical systems[Formula: see text] filteringParameter-dependent Lyapunov functionsTime-varying systems

Identifiers

PMID40739283
PMCPMC12311199

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.