https://www.hakilix.co.ukResearch, engineering and independent literaturehttps://www.hakilix.co.uk/news/a-research-first-approachhttps://www.hakilix.co.uk/news/a-research-first-approachSetting out the questions, evidence boundaries and engineering direction.Thu, 29 Oct 2026 00:00:00 GMThttps://www.hakilix.co.uk/discoveries/evaluation-before-predictionhttps://www.hakilix.co.uk/discoveries/evaluation-before-predictionWhy a fall-event classifier is not evidence of future fall prediction.Thu, 29 Oct 2026 00:00:00 GMThttps://www.hakilix.co.uk/innovations/uncertainty-aware-mobilityhttps://www.hakilix.co.uk/innovations/uncertainty-aware-mobilityA future direction for showing what a sensing system does not know.Thu, 29 Oct 2026 00:00:00 GMThttps://www.hakilix.co.uk/projects/hakilixhttps://www.hakilix.co.uk/projects/hakilixA care-support interface prototype with simulated digital-twin workflows. Its clinical-record functions are not part of this research website.Thu, 29 Oct 2026 00:00:00 GMThttps://www.hakilix.co.uk/projects/hakilix-corehttps://www.hakilix.co.uk/projects/hakilix-coreResearch-oriented edge and backend prototype. The repository documents simulated hardware inputs. Clinical validation is not independently established.Thu, 29 Oct 2026 00:00:00 GMThttps://www.hakilix.co.uk/projects/hakilix-digital-phenotyping-platformhttps://www.hakilix.co.uk/projects/hakilix-digital-phenotyping-platformResearch platform documentation for non-optical home phenotyping and longitudinal baselines. Proposed study phases must not be interpreted as completed studies.Thu, 29 Oct 2026 00:00:00 GMThttps://www.hakilix.co.uk/projects/hakilix-ethttps://www.hakilix.co.uk/projects/hakilix-etAn industrial telemetry demonstration with simulated signals and deployment scaffolding. This is engineering material, not clinical evidence.Thu, 29 Oct 2026 00:00:00 GMThttps://www.hakilix.co.uk/projects/t-rag-sechttps://www.hakilix.co.uk/projects/t-rag-secA security engineering harness documenting retrieval provenance, temporal claims, memory gates and deterministic action authorization. Effectiveness has not been independently evaluated here.Thu, 29 Oct 2026 00:00:00 GMThttps://www.hakilix.co.uk/research/ambient-radar-sensinghttps://www.hakilix.co.uk/research/ambient-radar-sensingInvestigating the relationship between radio reflections and observable human movement.Thu, 29 Oct 2026 00:00:00 GMThttps://www.hakilix.co.uk/research/edge-intelligencehttps://www.hakilix.co.uk/research/edge-intelligenceExploring compact models that process movement features near the sensor.Thu, 29 Oct 2026 00:00:00 GMThttps://www.hakilix.co.uk/research/hakilix-carehttps://www.hakilix.co.uk/research/hakilix-careA proposed research framework for fixed radar sensing, mobility measurement and responsible edge intelligence.Thu, 29 Oct 2026 00:00:00 GMThttps://www.hakilix.co.uk/research/longitudinal-mobilityhttps://www.hakilix.co.uk/research/longitudinal-mobilityResearch questions about within-person patterns, missing observations and uncertainty.Thu, 29 Oct 2026 00:00:00 GMThttps://www.hakilix.co.uk/technology/edge-aihttps://www.hakilix.co.uk/technology/edge-aiA proposed approach to limiting raw-data movement while measuring model uncertainty.Thu, 29 Oct 2026 00:00:00 GMThttps://www.hakilix.co.uk/technology/mmwave-radarhttps://www.hakilix.co.uk/technology/mmwave-radarA conceptual signal chain from radio reflections to motion features.Thu, 29 Oct 2026 00:00:00 GMThttps://www.hakilix.co.uk/publications/radar-fall-detection-surveyhttps://www.hakilix.co.uk/publications/radar-fall-detection-surveyA review of radar representations, classification approaches and the challenges of reliable real-world fall detection.Thu, 29 Oct 2026 00:00:00 GMThttps://www.hakilix.co.uk/publications/radio-wave-gait-monitoringhttps://www.hakilix.co.uk/publications/radio-wave-gait-monitoringAn observational study examining passive radio-based gait measures and their association with disease assessments over time.Thu, 29 Oct 2026 00:00:00 GMThttps://www.hakilix.co.uk/publications/walking-step-monitoringhttps://www.hakilix.co.uk/publications/walking-step-monitoringAn investigation of radar-derived walking patterns and step timing against reference measurements.Thu, 29 Oct 2026 00:00:00 GMT