Project for finding beacon location using Angle of Arrival (AoA) signal. The Direction of Arrival estimation is based on the MUltiple SIgnal Classification (MUSIC) algorithm here.
DOA etimation algorithms implemented in Python for ULA, UCA and broadband/wideband DOA estimation
Parametric analysis of MUSIC algorithm for Angle of Arrival estimation in Python
Constitutional center of AoA: ecosystem identity, layer map, federation rules, and program-level direction.
Solving flexible job-shop scheduling problem to minimize mean flow time using arithmetic optimization algorithm and rao-1 algorithm.
Public canon of reusable engineering techniques for coding agents and humans: validation patterns, safety protocols, docs layouts, evaluation loops, and workflow primitives.
Bounded agent-facing skill bundles for coding agents and humans: reviewable execution workflows composed from reusable techniques.
course project of Introduction to Auditory-visual Information System of EE, Tsinghua University
Scenario and composition layer for AoA: explicit playbooks for recurring operations, multi-step skill composition, handoffs, fallback paths, and validation posture.
Portable evaluation bundles for agents and agent-shaped workflows: bounded, reproducible, regression-aware proof surfaces for quality claims.
Building local and hybrid AI systems, agent workflows, and long-horizon knowledge architectures through AoA and Tree of Sophia.
Infrastructure substrate for AoA and ToS: modular, rootless, local-first runtime, deployment, storage, and lifecycle services for self-hosted AI systems.
Memory and recall layer for AoA: explicit memory objects, provenance threads, temporal relevance, salience, and reviewable recall contracts.
Knowledge substrate layer for AoA: provenance-aware derived structures, graph-ready projections, and framework-neutral retrieval surfaces built from source-first repositories.
Thin routing layer for AoA: explicit navigation, typing, dispatch hints, and derived cross-repo entry surfaces without replacing source truth.
Role and persona layer for AoA: explicit agent profiles, role contracts, handoff rules, memory posture, and evaluation posture.
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