Distributed recursive filtering for 2-D systems with adaptive event-triggered and binary encoding schemes

Q: What does this research mean for the field?

A dataset can be generated to simulate distributed recursive filtering for 2-D systems utilizing adaptive event-triggered and binary encoding schemes. Novelty: ClaimNovelty.METHODOLOGICAL. Consensus alignment: ConsensusAlignment.NEUTRAL.

Pan Zhang; Zhiwen Wang

doi:10.1080/21642583.2026.2709977

August 28, 2026Systems Science & Control EngineeringOpen Access

Distributed recursive filtering for 2-D systems with adaptive event-triggered and binary encoding schemes

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Key Points

To generate and provide a simulation dataset evaluating distributed recursive filtering for two-dimensional (2-D) systems operating under adaptive event-triggered transmission and binary encoding.
Modeled distributed recursive filtering algorithms tailored for discrete 2-D dynamic systems.
Incorporated an adaptive event-triggered mechanism alongside binary encoding protocols to regulate digital channel communications.
Constructed a comprehensive simulation dataset capturing the estimation dynamics and error trajectories of the networked 2-D filter.
Demonstrated qualitatively that state estimation remains consistent while reducing network transmission loads through adaptive thresholding and binary quantization.

Implication

Simulation study demonstrates distributed recursive filtering performance in two-dimensional systems, highlighting communication efficiency through adaptive event-triggering and binary encoding.

Abstract

A dataset generated during the simulation of distributed recursive filtering for 2-D systems with adaptive event triggered and binary encoding schemes

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Cite This Study

Zhang et al. (2026) studied this question.

synapsesocial.com/papers/6a93efc06c1a8fb52e79bdbb https://doi.org/10.1080/21642583.2026.2709977

View Full Paper

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Distributed recursive filtering for 2-D systems with adaptive event-triggered and binary encoding schemes

Key Points

Implication

Abstract

Discussion

Cite This Study

Distributed recursive filtering for 2-D systems with adaptive event-triggered and binary encoding schemes

Key Points

Implication

Abstract

Discussion

Cite This Study

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