Wearable acquisition
- Wrist, ring, band, and force/contact geometry
- Path and wavelength diversity
- Motion removal and signal-quality gating
- Adaptive sampling and power
Separate research atlas · evidence checked 2026-08-01
A source-backed map of wearable PPG, Maxim/Analog Devices optical chips, and clinical pulse-oximetry sensors—connected to scientific papers, product documentation, public patent records, and explicit uncertainty.
Innovation graph · three interacting systems
Optical geometry, electronics, packaging, placement, motion, and patient population interact. The arrows show technical relationships—not commercial lineage or claim coverage.
Curated strongest PPG IP
Selected for direct PPG relevance, technical specificity, primary-source quality, ecosystem connection, and defensible science linkage.
US 10,912,502 / 10,945,648. Multiple emitters and photodiodes, defined openings/lining, protruding optical interface, and SpO2 processing.
Science: Tamura 2019; Fine 2021; Park 2022; Baker 2021.
US 11,051,706 family. Time-multiplexed source-detector paths provide spatial diversity for quality comparison, selection, and motion modeling.
Science: Lee 2020; Zhang 2019; Charlton 2022; Fine 2021.
US 11,839,490. About 630, 660, and 940 nm support two ratio-of-ratios estimates whose agreement gates validity.
Science: Tamura 2019; Fine 2021; Park 2022; Baker 2021.
US 10,123,711 family. Red/IR LED drivers, photodetection, amplification, ADC, registers/DSP, feedback, and confidence control.
Science: Tamura 2019; Watanabe 2019; Castaneda 2018.
US 9,901,306. Accelerometer-aided adaptive prediction and state-variable filtering track HR through motion.
Science: Jarchi 2019; Mejia-Mejia 2022; Charlton 2022.
US 11,986,323. A model trained against concurrent reference measurements estimates the probability a wearable HR result is accurate.
Science: Orphanidou 2015; Elgendi 2016; Sabeti 2019.
US 11,633,157. Multiple optical sensors infer movement from positional signal patterns and remove it without requiring separate inertial data.
Science: Lee 2020; Jarchi 2019; Fine 2021.
US 12,042,258. Sampling is weighted toward pulse peaks, with DC/ambient information near troughs, to manage power and information.
Science: Silva 2022; Watanabe 2019; Fine 2021.
US 10,874,348. Internal-tissue force can condition or disqualify PPG and support contact feedback beyond an accelerometer.
Science: Fine 2021; Pi 2022; Charlton 2022.
US 11,806,119. Different distances and orthogonal optical paths increase diversity against tilt/contact variation and permit SNR gating.
Science: Lee 2020; Zhang 2019; Fine 2021.
US 2022/0370015. Single/multi-channel features and cross-channel correlation feed a learned PPG quality classifier.
Science: Orphanidou 2015; Elgendi 2016; Sabeti 2019.
US 10,736,195. Passive shaping makes LED drive approximate the time mirror of a digital filter impulse response for SNR per unit power.
Science: Watanabe 2019; Castaneda 2018.
Maxim Integrated / Analog Devices
Official product documentation supports the ecosystem map. Patent-to-product mapping remains an engineering inference unless a primary record makes it explicit.
Clinical pulse-oximetry branch
Clinical sensor design must account for fragile skin, site perfusion, motion, alignment, adhesive, cable loading, cleaning/reuse, and patient/site ranges.
| Family / maker | Site & geometry | Disposable / reusable | Motion, optics & packaging | Science and uncertainty |
|---|---|---|---|---|
|
Masimo US 6,377,829 Expired-screen |
Tissue-site attachment; reusable optics | Hybrid “resposable” emitter/detector/cable plus disposable adhesive/information element | Separates durable electronics from patient-contact consumable | Fine 2021; Allen 2007. Check continuations and non-patent packaging rights. |
|
Masimo US 6,470,199 Fee-expired screen |
Opposing optics on toe, foot, or finger in an elastic sock | Reusable, disposable, or sterilizable embodiments | Limits rotation, clip pressure, and ambient light; cable routing disclosed | Fine 2021; Park 2022. Check restoration and related families. |
|
Nellcor US 5,842,982 Expired-screen |
Infant/neonatal foot and heel; transmittance optics | Nonadhesive or light-adhesive construction | Foot-conforming pad and upward lead routing | General PPG science only; no neonatal-foot-specific paper was located. |
|
Nellcor US 5,209,230 Ceased-screen |
Finger, toe, or foot with opposing optics | Reusable housing plus disposable adhesive emitter web | Hybrid packaging and cable-to-monitor architecture | Allen 2007; Fine 2021. Read current products from current IFUs. |
|
Nellcor US 6,018,673 / Covidien US 9,351,674 Expired-screen |
Transmittance or reflectance sites | Algorithm rather than package focus | Wavelength relationships and weighted differences suppress correlated artifacts | Jarchi 2019; Lee 2020; Pimentel 2017. Later families not exhausted. |
|
Nonin US 5,800,349 Expired-screen |
Offset emitter/detector for thin finger or toe tissue | Reusable or disposable contexts | Offset increases effective arterial optical path | Allen 2007; Fine 2021; Tamura 2019. Do not equate to current 6000C claims. |
Official materials list adult/pediatric finger, infant thumb, and neonatal-foot applications, weight ranges, and adhesive/non-adhesive newborn options.
Resources distinguish single-use and reusable sensors and include adult, pediatric, infant, neonatal, and premature-neonatal guides.
Philips lists an adhesive-free reusable neonatal hand/foot wrap for 1–4 kg; Nonin lists disposable cloth finger/toe/foot sensors.
Masimo–Apple · primary-record timeline
Reporting only the 2023 result is now incomplete. Reporting only the later redesign result would also be incomplete.
The Commission found a Section 337 violation as to claims 22/28 of US 10,912,502 and 12/24/30 of US 10,945,648, then issued orders for covered Apple devices.
Official notice →The Federal Circuit affirmed the Commission judgment in Apple Inc. v. ITC and described the representative wearable optical claim context.
Official opinion →The Commission left in place the finding that the accused second redesigned products did not infringe the asserted claims and should not be excluded.
Official notice →Buildable history · after verification
These records are useful design history only with family and other-rights checks.
Science archive connections
Each link is a technical relationship, not proof that the paper validates the patent or that a product implements either.
Method and replication boundary
The archive is larger than the Page. Selection favors relevance and evidence quality over bulk downloading.