Object-Originated Spatial Awareness System for Physical Performance Adjudication

A method for object-originated, adjudication-grade spatial determination of continuously deformable bodies during professional sporting events, wherein adjudication-grade accuracy is defined as positional uncertainty equal to or better than a predetermined threshold in all three spatial dimensions, and wherein all timestamped spatial emission data contributing to said determination maintains nanosecond-level temporal synchronization through hierarchical clock distribution, and wherein timestamped spatial emission data contributing to said determination originates from within tracked objects through emission rather than from external line-of-sight dependent observation, the method comprising:

• (a) receiving, at a processing system operatively coupled to a plurality of tracking elements physically embedded in sports equipment, timestamped spatial emission data emitted by said tracking elements, wherein each tracking element is embedded along anatomical contour lines of performer-worn equipment and satisfies Physical Compliance preserving weight distribution, rotational balance, elasticity, surface friction, and aerodynamic properties of certified sports equipment, and wherein each equipment component bearing a tracking element possesses a respective per-element equipment decentralized identifier (EDID) that is a cryptographically verifiable, globally unique identifier conforming to a decentralized identifier specification, and wherein said spatial emissions originate from within said equipment rather than from external line-of-sight dependent observation;
• (b) federating, for each performer, said timestamped spatial emission data emitted by a plurality of said EDID-bearing equipment components into a performer spatial assembly representing a continuously deformable volumetric identity whose contour, surface topology, and volumetric envelope are computationally reconstructed in real time, wherein said volumetric identity is not treated as a rigid body and its spatial state is not reducible to six-degree-of-freedom rigid-body parameters, wherein said federating comprises digitally binding all EDID components belonging to said performer into a single adjudicative identity for the duration of a defined performance session,
• wherein said performer spatial assembly comprises a plurality of differentiated anatomical and equipment-associated surface regions, each said surface region associated with a respective per-element EDID and configured to emit timestamped spatial emission data such that said differentiated surface regions are independently spatially determinable in three-dimensional space relative to one another within said performer spatial assembly, said differentiated surface regions possessing independently trackable three-dimensional spatial states and independently trackable deformation states, such that timestamped spatial emission data attributed at emission to said per-element EDIDs preserves region-level identity independent of spatial proximity, contact, compression, deformation, or occlusion among said differentiated surface regions, and wherein said performer spatial assembly is organized in a hierarchical tracking modality comprising at least two hierarchically ordered tracking tiers including at least a boundary-defining tier and a contact-sensing tier, said contact-sensing tier comprising contact-sensing elements specifically configured for temporally continuous contact-state measurement characterizing duration, intensity, and region-specific contact progression during contact between performers or between a performer and a venue spatial assembly component, wherein said hierarchical tracking modality may further comprise interior contour tiers and mesh-fill tiers as additional intermediate tracking tiers between said boundary-defining tier and said contact-sensing tier;
• (c) fusing, through an AI-driven sensor fusion engine, multi-modal timestamped spatial emission data emitted by said differentiated surface regions of said performer spatial assemblies, said timestamped spatial emission data being attributed at emission to respective per-element EDIDs, and multi-modal timestamped spatial emission data from a venue spatial assembly comprising anchor components each possessing respective EDIDs, wherein said anchor components may include fixed anchor components, mobile anchor components, or any combination thereof depending on deployment requirements of the tracked activity, to produce conflict-resolved deformable volumetric boundary determinations through iterative multi-modal reconciliation against the continuously deformable volumetric identity model, wherein said sensor fusion engine integrates timestamped spatial emission data across a plurality of independent sensing modalities spanning a plurality of distinct technical domains, and wherein said sensor fusion engine implements a dynamic authority modulation architecture that reversibly assigns, reassigns, and modulates context-defined authority weights among said differentiated surface regions and among hierarchically ordered tracking tiers based on proximity to authoritative boundary surfaces, event-conditioned adjudicative relevance, positional stability, and signal quality, such that said authority weights are never permanently fixed by garment order, equipment layer position, or performer role classification, and wherein said performer spatial assemblies and said venue spatial assembly emit timestamped spatial emission data to one another through a reciprocal spatial emission architecture and function as mutual spatial references within a cooperative spatial mesh such that tracked assemblies serve simultaneously as tracked subjects and as spatial reference contributors for other assemblies;
• (d) validating said conflict-resolved deformable volumetric boundary determinations by performing spatiotemporal integrity validation screening spatial measurements derived directly from timestamped spatial emission data emitted by said EDID-associated differentiated surface regions without post hoc geometric reconstruction from external line-of-sight dependent observation against physics-constrained plausibility bounds derived from biomechanical and kinematic constraints of the deformable bodies being tracked, said validating producing validated spatial determinations at sub-millisecond intervals;
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• (e) generating proof-of-position attestations comprising cryptographically attested position records for spatial measurements that have passed said spatiotemporal integrity validation, each attestation cryptographically linked to originating per-element EDIDs, and recording said attestations in a tamper-evident forensic replay ledger anchored to a genesis block established during pre-performance calibration.

A method for generating a temporally continuous, region-differentiated spatial identity record from object-originated timestamped spatial emission data emitted during a tracked activity, wherein said spatial identity record structurally embodies object-originated spatial awareness in that its embedded spatial metadata originates from within tracked objects through emission rather than from external line-of-sight dependent observation, the method comprising:

• (a) receiving, at a content production processing system, timestamped spatial emission data emitted by a plurality of differentiated surface regions each physically associated with a respective instrumented object component bearing an intrinsic per-element equipment decentralized identifier (EDID) that is a cryptographically verifiable, globally unique identifier conforming to a decentralized identifier specification, said differentiated surface regions comprising anatomical and equipment-associated surface regions of one or more performer spatial assemblies and venue-associated surface regions of one or more venue spatial assemblies, each said performer spatial assembly and venue spatial assembly being an assembly class within the same cooperative spatial mesh wherein all EDID-bearing components serve simultaneously as tracked subjects and spatial reference contributors, wherein said timestamped spatial emission data is emitted from within said instrumented object components rather than from external line-of-sight dependent observation;
• (b) generating, from said received timestamped spatial emission data, a temporally ordered sequence of time-indexed state records over a defined event interval, each state record including surface geometry, region-specific deformation state, articulated configuration, and region-specific three-dimensional spatial state including position and orientation attributed at emission to said intrinsic per-element EDID, and surface contact topology,
• wherein said EDID attribution differentiates discrete anatomical and equipment-associated surface regions within each said performer spatial assembly, said differentiated surface regions possessing independently trackable spatial and deformation states,
• wherein said generated sequence is derived directly from timestamped spatial emission data emitted by said EDID-associated surface regions without post hoc geometric reconstruction from external line-of-sight dependent observation,
• and preserving continuity of deformable volumetric identity by maintaining persistent EDID attribution for said differentiated surface regions across successive time indices independent of spatial proximity, contact, compression, deformation, or occlusion, such that surface-specific contact-state durations are determinable from said ordered sequence;
• (c) producing, from said temporally ordered sequence of time-indexed state records, at least one of:
• (i) a spatially enriched broadcast signal formatted for real-time broadcast or streaming distribution, wherein said signal carries embedded spatial metadata enabling receiving systems to render virtual camera viewpoints, augmented reality overlays, or three-dimensional scene reconstructions from perspectives not corresponding to any physical camera position;
• (ii) a volumetric performance reconstruction preserving spatial accuracy throughout a defined event interval of a recorded activity;
• (iii) an interactive performance data stream formatted for consumption by interactive entertainment platforms, simulation engines, or digital gaming environments, wherein said data stream preserves sufficient geometric fidelity to enable consuming applications to reconstruct articulated body motion, equipment deformation, and surface contact topology with accuracy not achievable through any external line-of-sight dependent observation system, hub-and-spoke spatial architecture, or unidirectionally hierarchical tracking infrastructure wherein tracked objects serve as passive subjects rather than as active emitters;
• (iv) an identity-trajectory data structure in which each EDID-associated surface region defines an identity-continuous spatial trajectory preserved through successive time indices independently of occlusion, contact, compression, deformation, or proximity events occurring among tracked subjects, wherein said identity continuity is an architectural property of the object-originated spatial emission architecture and is structurally absent from records derived from external line-of-sight dependent observation systems wherein occlusion interrupts the observational chain upon which identity attribution depends;
• (v) a spatiotemporal field representation in which the tracked environment is expressed as a continuously evolving spatial field populated by EDID-attributed identity regions whose spatial states evolve across successive temporal indices, wherein contact topology is expressed as interaction edges within said field, and wherein said field representation preserves structural continuity through contact and occlusion events that would produce field discontinuities in any external line-of-sight dependent observation system;
• (vi) a contact-state event topology record in which the onset, duration, and termination of surface contact events among EDID-attributed surface regions are preserved as temporally ordered state transitions constitutively attributed to specific EDID-differentiated surface regions, wherein said contact-state durations and surface-region identities are first-class constitutive attributes of the record rather than inferences derived from externally observed positional frames;
• or (vii) a performance-topology representation Structured as simultaneous multi-channel temporal data in which EDID-associated surface regions constitute identity channels distributed along a temporal axis and contact-state intervals, deformation states, and spatial transitions are expressed as temporally resolved events attributed to said channels, wherein said multi-channel temporal structure preserves the rhythmic and sequential contact-state topology of the tracked activity as an ordered, differentiated temporal record;
• (d) embedding, within said produced content, cryptographic provenance chains linking spatial metadata to originating EDIDs through proof-of-position attestations, wherein each attestation is cryptographically linked to the specific EDID-bearing instrumented object component that generated the underlying spatial data, such that per-subject attribution is maintained as an architecturally intrinsic property of said content rather than as a separable administrative record;
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• (e) outputting or distributing said produced content through at least one output or distribution channel, wherein a cryptographic access control layer enforces tiered access rights governing access resolution, temporal availability, and attribution preservation across access tiers.

A non-transitory computer-readable medium storing a temporally ordered, region-differentiated spatial identity data record derived from object-originated spatial emission during a tracked activity, said spatial identity data record comprising:

• (a) a temporally ordered sequence of spatiotemporal state records over a defined event interval, each said state record including surface geometry, region-specific deformation state, articulated configuration, region-specific three-dimensional spatial state including position and orientation, and surface contact topology, each such state record being attributed at emission to an intrinsic per-element equipment decentralized identifier (EDID) that is a cryptographically verifiable, globally unique identifier conforming to a decentralized identifier specification, said EDID associated with a differentiated anatomical or equipment-associated surface region of a performer spatial assembly,
• wherein said per-element EDIDs differentiate discrete surface regions within said performer spatial assembly, said differentiated surface regions possessing independently trackable three-dimensional spatial states and independently trackable deformation states within said performer spatial assembly,
• wherein said spatial data record is derived directly from timestamped spatial emission data emitted by said EDID-associated surface regions without post hoc geometric reconstruction from external line-of-sight dependent observation,
• and wherein said temporally ordered sequence preserves continuity of deformable volumetric identity by maintaining persistent EDID attribution for said differentiated surface regions across successive time indices independent of spatial proximity, contact, compression, deformation, or occlusion among surface regions, including through contact and occlusion events that would interrupt external line-of-sight dependent observation systems,
• such that surface-specific contact-state intervals are determinable from said temporally ordered sequence;
• (b) surface contact maps recording contact events, compression states, and surface interaction topology between said differentiated surface regions and venue spatial assembly components or surface regions of other performer spatial assemblies, derived from a collision-assumptive spatial architecture wherein contact between a performer spatial assembly and a venue spatial assembly component, or between performer spatial assemblies, is treated as structurally significant signal data rather than as an error condition to be filtered or discarded, and wherein venue spatial assembly components bearing EDID-attributed contact-sensing elements contribute contact-state emission data to said surface contact maps as active participants in the collision-assumptive architecture rather than as passive contact surfaces;
• (c) infrastructure-mode metadata indicating whether spatiotemporal determinations contained in said spatial identity data record were derived from fixed-anchor infrastructure positioning, reciprocal-ranging positioning among mobile assemblies, or a combination thereof;
• (d) context-defined authority weighting metadata identifying one or more authoritative boundary surfaces pursuant to context-supplied evaluative criteria promulgated by a recognized governing authority with jurisdiction over the tracked activity, wherein said boundary significance criteria are applied to said authority weighting metadata at deployment time without incorporating any specific revision or edition of said criteria by reference, and wherein said authority weighting metadata reflects dynamic allocation of measurement priority based on context-defined relevance criteria including proximity to said authoritative boundary surfaces during said tracked activity;
• (e) cryptographically attested position records, each position record cryptographically linked to the originating EDID of the specific equipment component whose sensing element generated the underlying spatial measurement, said cryptographic attestation maintaining an unbroken provenance chain from the point of spatial data origination through inclusion in said spatial identity data record;
• wherein the combination of elements (a) through (e) constitutes a structural signature that is architecturally unachievable by any data record produced through any external line-of-sight dependent observation system, hub-and-spoke spatial architecture, or unidirectionally hierarchical tracking infrastructure wherein tracked objects serve as passive subjects rather than as active emitters, because such systems cannot produce temporally ordered, region-differentiated state records attributed at emission to intrinsic per-element identifiers originating from within tracked objects, cannot preserve continuity of deformable volumetric identity through contact and occlusion events without post hoc geometric reconstruction from external line-of-sight dependent observation, cannot generate surface contact maps from a collision-assumptive spatial architecture wherein contact is recorded at differentiated surface regions independently of external line-of-sight dependent observation, and cannot embed cryptographic attestation maintaining an unbroken provenance chain traceable to equipment identifiers physically embedded within tracked objects.