Davis Logic V2: Sliding-Window Median Outlier Rejection Filter

Module 83 of the Davis Logic V2 architecture implements a Sliding-Window Median Outlier Rejection Filter for sanitizing real-time telemetry pipelines. The 1.8 KB text file, authored by Jamie Davis and last updated in 2026, codifies a zero-heap, zero-copy architecture using a 3-sample window for deterministic runtime execution. Its branch-optimized median engine is designed to isolate transient data spikes in low-power microcontrollers without introducing phase delays.

Use Cases

• Mitigating sensor artifacts and impulse noise in sub-millimeter physiological matrices based on the described tactical utility.
• Implementing allocation-free, deterministic signal filtering in resource-constrained environments based on the zero-heap, zero-copy architecture.
• Replacing heavy sorting algorithms with direct conditional logic for median calculation in hardware-compatible systems, as described in the computational integrity section.

Strengths

• Specifies a hardcoded Q16.16 fixed-point telemetry standard for processing scale.
• Describes a fixed, 3-sample sliding memory window guaranteeing absolute runtime execution determinism.
• Licensed under Creative Commons Attribution 4.0 International (CC BY 4.0) for open access.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• The 1.8 KB size indicates a very small, likely specification-only file rather than a substantial dataset.

Provenance

Source

Jamie Davis

Collection Method

Likely a technical specification or deployment ledger for a software module.

Freshness

Last updated 2026-05-30 23:28:55; freshness should be verified.