Gait Intelligence System
AVATAR
EXOSKELETON
Precision Gait Capture & AI Training Platform

A passive, research-grade wearable exoskeleton engineered to capture, classify, and translate human gait patterns into actionable biomechanical data — enabling the next generation of personalized powered rehabilitation systems.

Avatar exoskeleton worn by user
1.6kg
System Weight
4
Absolute Encoders
2-4
IMU Sensors
6+
Gait Modes Detected

PRECISION
SENSING
PLATFORM

Avatar integrates absolute encoders at the hip and knee joints with multi-axis IMU sensors across the lower limbs and torso. Together, they provide a complete kinematic signature of each individual's gait cycle — capturing angle, displacement, velocity, and movement intent in real time.

Hip Joint Encoders
Bilateral absolute encoders measuring hip flexion, extension, and swing angle with high resolution.
Knee Joint Encoders
High-fidelity angular measurement across the full knee ROM during all activity modes.
IMU Array (2-4 units)
Captures linear displacement, 3-axis angular velocity, and full-body inclination data simultaneously.
Intent Detection
Identifies motion initiation signals — the onset trigger for each gait transition event.
Avatar exoskeleton product view

CAPTURED
GAIT MODES

Avatar is validated across the full spectrum of daily life locomotion patterns, enabling comprehensive biomechanical profiling for both healthy and sub-healthy populations.

01
Standing
Postural stability and weight distribution analysis during static stance phases.
02
Walking
Complete stride cycle capture including swing, stance, heel strike, and toe-off events.
03
Sitting Down
Eccentric muscle control pattern logging during controlled descent tasks.
04
Squatting
Deep knee flexion kinematics including bilateral loading symmetry metrics.
05
Stair Climbing
Step-by-step joint angle trajectory mapping for ascending and descending sequences.
06
Ramp / Incline
Inclined terrain adaptation profiling with trunk inclination and ankle-knee coupling analysis.

AVATAR
WORKFLOW

Avatar's core innovation lies in mapping the sub-healthy user's gait initiation signals onto the normative healthy gait cycle. These onset triggers — extracted from the Avatar data stream — serve as the AI training corpus for commissioning a bespoke powered exoskeleton, ensuring the assistive output mirrors natural, healthy locomotion rather than compensating for it.

This preserves the integrity of the unaffected limb and prevents the accelerated joint degeneration — affecting the contralateral knee and hip — that is commonly observed in long-term unilateral compensation strategies.

System Layer Standing Walking Sitting Down
User Input (Sub-healthy) Onset Signal Onset Signal Onset Signal
Exoskeleton Controller Normative Gait Pattern Normative Gait Pattern Normative Gait Pattern
Motor Output Healthy Posture Healthy Stride Healthy Sit Pattern

WHERE
AVATAR
DELIVERS

Rehabilitation Research
Capture individualized biomechanical baselines for stroke, spinal cord injury, and post-operative patients — enabling evidence-based, data-driven rehabilitation protocols.
AI Training Data Acquisition
Build proprietary gait intent datasets to train control algorithms for custom powered exoskeletons — reducing development cost and iteration cycles.
Normative Database Creation
Record rhythmic healthy gait profiles across demographics to serve as reference templates for personalized therapeutic motion mapping.
Long-term Joint Protection
Prevent contralateral knee and hip degeneration in patients over 5-10 year horizons by ensuring symmetric, normative gait outputs from day one.
Avatar exoskeleton CAD drawing

PROTECTING
THE
HEALTHY SIDE

In unilateral impairment cases, patients instinctively over-rely on their stronger limb. Without intervention, this compensation pattern accelerates degenerative joint disease in the knee and hip of the healthy side — a clinical trajectory that unfolds silently over 5 to 10 years.

Avatar's gait mapping and structured motion-intent data help restore a more symmetric movement pattern from the beginning of deployment. The goal is not only to record gait behavior, but also to support future powered assistance that protects the healthy limb while reducing long-term compensatory stress.

5-10
Years of joint degradation prevented by early symmetric gait restoration
100%
Custom-made — each unit calibrated to the individual user's anatomy
Passive
Zero power consumption during data capture — no risk, no actuation
AI-Ready
Structured onset signal data directly feeds motion intent ML pipelines

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步態智能感測系統
AVATAR
外骨骼
精準步態擷取與 AI 訓練平台

一款被動式、研究級穿戴外骨骼,專為擷取、分類與轉譯人體步態模式而設計,將生物力學數據轉化為可執行的訓練語料,賦能下一代個人化動力復健系統。

Avatar外骨骼穿戴實況
1.6kg
系統自重
4
絕對值編碼器
2-4
IMU 感測器
6+
步態模式偵測

精準
感測
平台

Avatar 於髖關節與膝關節整合絕對值編碼器,並於雙腿及軀幹配置多軸 IMU 感測器,共同建構每位使用者步態週期的完整運動學特徵——即時擷取角度、位移、角速度及行動意圖等多維資料。

髖關節編碼器
雙側絕對值編碼器,高精度量測髖關節屈曲、伸展及擺盪角度。
膝關節編碼器
全活動範圍內高保真角度量測,適用所有步態動作模式。
IMU 感測陣列(2-4 個)
同步擷取線性位移、三軸角速度及全身傾斜角度資料。
行動意圖偵測
識別動作啟動訊號——每次步態轉換事件的啟始觸發時序。
Avatar外骨骼產品圖

可擷取的
步態模式

Avatar 已通過日常生活全譜系步態模式的驗證,可為健康及亞健康族群提供全面的生物力學建檔。

01
站立
靜態站姿下的姿勢穩定性與體重分佈分析。
02
行走
完整步態週期擷取,包含擺盪相、支撐相、足跟著地及足尖離地事件。
03
坐下
坐下動作中離心肌肉控制模式的完整記錄。
04
蹲下
深度膝關節屈曲運動學,包含雙側負重對稱性指標。
05
上樓梯
逐步關節角度軌跡映射,涵蓋上行與下行動作序列。
06
上斜坡
斜面地形適應性建檔,包含軀幹傾斜及踝膝耦合分析。

AVATAR
運作流程

Avatar 的核心創新在於:將亞健康使用者的步態啟動訊號,對應到正常健康者的步態循環。這些從 Avatar 資料串流中提取的啟動觸發訊號,作為 AI 訓練語料,用於為客製化動力外骨骼建立感測控制機制,確保輔助輸出模擬自然健康的步態模式,而非單純補償。

此機制有效保護健側肢體的關節完整性,防止長期單側代償策略所導致的對側膝關節與髖關節加速退化——這一臨床問題通常在 5 至 10 年內悄然發展。

系統層級 站立 行走 坐下
使用者輸入(亞健康) 啟動訊號 啟動訊號 啟動訊號
外骨骼控制器 健康者步態模式 健康者步態模式 健康者步態模式
馬達輸出 健康者站姿 健康者步幅 健康者坐下步態

AVATAR
的應用場域

復健研究
為中風、脊髓損傷及術後病患建立個人化生物力學基線,支持循證、數據驅動的復健方案設計。
AI 訓練資料擷取
建立自有步態意圖資料集,用於訓練客製化動力外骨骼的控制演算法,降低開發成本與迭代週期。
健康步態資料庫建立
跨族群錄製節律性健康步態特徵,作為個人化治療性動作映射的參考模板。
長期關節保護
從啟用初期即確保對稱、正常的步態輸出,防止患者在 5-10 年內出現對側膝關節與髖關節退化。
Avatar外骨骼設計圖

保護
健側肢體

在單側肢體損傷的情況下,患者本能地過度依賴健側肢體。若不加以干預,這種代償模式將在 5 至 10 年內加速健側膝關節與髖關節的退行性病變,形成緩慢而隱性的臨床惡化過程。

Avatar 透過步態映射與行動意圖資料擷取,協助建立更對稱的動作基準。

5-10
年的關節退化風險,可透過早期對稱步態重建加以預防
100%
訂製生產——每一台皆根據個人體型與研究需求精確校準
被動式
資料擷取期間零耗電——無驅動風險,安全無虞
AI就緒
結構化啟動訊號資料可直接接入行動意圖機器學習流程

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