JP2022515942A - 睡眠を改善するための特徴を有するホームオートメーション - Google Patents
睡眠を改善するための特徴を有するホームオートメーション Download PDFInfo
- Publication number
- JP2022515942A JP2022515942A JP2020568343A JP2020568343A JP2022515942A JP 2022515942 A JP2022515942 A JP 2022515942A JP 2020568343 A JP2020568343 A JP 2020568343A JP 2020568343 A JP2020568343 A JP 2020568343A JP 2022515942 A JP2022515942 A JP 2022515942A
- Authority
- JP
- Japan
- Prior art keywords
- user
- bed
- sleep
- data
- control circuit
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
- 230000007958 sleep Effects 0.000 title claims abstract description 241
- 238000012546 transfer Methods 0.000 claims abstract description 7
- 238000000034 method Methods 0.000 claims description 75
- 230000004044 response Effects 0.000 claims description 52
- 230000002093 peripheral effect Effects 0.000 claims description 31
- 230000006870 function Effects 0.000 claims description 29
- 238000013500 data storage Methods 0.000 claims description 20
- 230000008859 change Effects 0.000 claims description 11
- 238000013479 data entry Methods 0.000 claims 1
- 230000008447 perception Effects 0.000 claims 1
- 238000012545 processing Methods 0.000 description 64
- 230000008569 process Effects 0.000 description 59
- 238000004891 communication Methods 0.000 description 56
- 230000033001 locomotion Effects 0.000 description 49
- 230000015654 memory Effects 0.000 description 44
- 238000010586 diagram Methods 0.000 description 41
- 230000036541 health Effects 0.000 description 28
- 230000003993 interaction Effects 0.000 description 28
- 238000001514 detection method Methods 0.000 description 22
- 238000004458 analytical method Methods 0.000 description 19
- 238000013473 artificial intelligence Methods 0.000 description 19
- 230000003542 behavioural effect Effects 0.000 description 19
- 230000036387 respiratory rate Effects 0.000 description 17
- 238000003860 storage Methods 0.000 description 17
- 241001669679 Eleotris Species 0.000 description 13
- 230000007613 environmental effect Effects 0.000 description 12
- 238000004422 calculation algorithm Methods 0.000 description 11
- 238000004590 computer program Methods 0.000 description 11
- 230000006399 behavior Effects 0.000 description 10
- 230000007246 mechanism Effects 0.000 description 10
- 230000029058 respiratory gaseous exchange Effects 0.000 description 10
- 238000010438 heat treatment Methods 0.000 description 9
- 230000004617 sleep duration Effects 0.000 description 9
- 238000007726 management method Methods 0.000 description 8
- 238000004364 calculation method Methods 0.000 description 7
- 230000000694 effects Effects 0.000 description 7
- 239000012530 fluid Substances 0.000 description 7
- 230000003287 optical effect Effects 0.000 description 7
- 208000037265 diseases, disorders, signs and symptoms Diseases 0.000 description 6
- 230000003860 sleep quality Effects 0.000 description 6
- 230000008602 contraction Effects 0.000 description 5
- 238000010801 machine learning Methods 0.000 description 5
- 230000008667 sleep stage Effects 0.000 description 5
- 238000012360 testing method Methods 0.000 description 5
- WQZGKKKJIJFFOK-GASJEMHNSA-N Glucose Natural products OC[C@H]1OC(O)[C@H](O)[C@@H](O)[C@@H]1O WQZGKKKJIJFFOK-GASJEMHNSA-N 0.000 description 4
- 206010038743 Restlessness Diseases 0.000 description 4
- 230000009471 action Effects 0.000 description 4
- 230000008901 benefit Effects 0.000 description 4
- 239000008280 blood Substances 0.000 description 4
- 210000004369 blood Anatomy 0.000 description 4
- 208000035475 disorder Diseases 0.000 description 4
- 239000008103 glucose Substances 0.000 description 4
- 238000012880 independent component analysis Methods 0.000 description 4
- 238000012544 monitoring process Methods 0.000 description 4
- 238000012549 training Methods 0.000 description 4
- PEDCQBHIVMGVHV-UHFFFAOYSA-N Glycerine Chemical compound OCC(O)CO PEDCQBHIVMGVHV-UHFFFAOYSA-N 0.000 description 3
- 230000002159 abnormal effect Effects 0.000 description 3
- 230000002411 adverse Effects 0.000 description 3
- 208000008784 apnea Diseases 0.000 description 3
- 230000036772 blood pressure Effects 0.000 description 3
- 238000001816 cooling Methods 0.000 description 3
- 238000005516 engineering process Methods 0.000 description 3
- 238000005286 illumination Methods 0.000 description 3
- 230000002452 interceptive effect Effects 0.000 description 3
- 230000036385 rapid eye movement (rem) sleep Effects 0.000 description 3
- 230000000284 resting effect Effects 0.000 description 3
- 239000000779 smoke Substances 0.000 description 3
- UGFAIRIUMAVXCW-UHFFFAOYSA-N Carbon monoxide Chemical compound [O+]#[C-] UGFAIRIUMAVXCW-UHFFFAOYSA-N 0.000 description 2
- RYGMFSIKBFXOCR-UHFFFAOYSA-N Copper Chemical compound [Cu] RYGMFSIKBFXOCR-UHFFFAOYSA-N 0.000 description 2
- 208000016285 Movement disease Diseases 0.000 description 2
- 206010062519 Poor quality sleep Diseases 0.000 description 2
- 208000001431 Psychomotor Agitation Diseases 0.000 description 2
- 208000010340 Sleep Deprivation Diseases 0.000 description 2
- 206010041235 Snoring Diseases 0.000 description 2
- 230000003213 activating effect Effects 0.000 description 2
- 238000013459 approach Methods 0.000 description 2
- 210000004556 brain Anatomy 0.000 description 2
- 206010006514 bruxism Diseases 0.000 description 2
- 229910002091 carbon monoxide Inorganic materials 0.000 description 2
- 239000004020 conductor Substances 0.000 description 2
- 238000013461 design Methods 0.000 description 2
- 201000010099 disease Diseases 0.000 description 2
- 229940079593 drug Drugs 0.000 description 2
- 239000003814 drug Substances 0.000 description 2
- 239000006260 foam Substances 0.000 description 2
- 239000004973 liquid crystal related substance Substances 0.000 description 2
- 238000005259 measurement Methods 0.000 description 2
- 230000005012 migration Effects 0.000 description 2
- 238000013508 migration Methods 0.000 description 2
- 230000002035 prolonged effect Effects 0.000 description 2
- 230000001020 rhythmical effect Effects 0.000 description 2
- 238000000926 separation method Methods 0.000 description 2
- 208000019116 sleep disease Diseases 0.000 description 2
- 230000004622 sleep time Effects 0.000 description 2
- 239000007787 solid Substances 0.000 description 2
- 238000010183 spectrum analysis Methods 0.000 description 2
- 238000012731 temporal analysis Methods 0.000 description 2
- 238000000700 time series analysis Methods 0.000 description 2
- 229920000742 Cotton Polymers 0.000 description 1
- 230000003044 adaptive effect Effects 0.000 description 1
- 230000002547 anomalous effect Effects 0.000 description 1
- 230000037007 arousal Effects 0.000 description 1
- 206010003119 arrhythmia Diseases 0.000 description 1
- 238000013528 artificial neural network Methods 0.000 description 1
- 230000003190 augmentative effect Effects 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
- 230000036760 body temperature Effects 0.000 description 1
- 235000008429 bread Nutrition 0.000 description 1
- 230000010267 cellular communication Effects 0.000 description 1
- 230000001413 cellular effect Effects 0.000 description 1
- 229910052802 copper Inorganic materials 0.000 description 1
- 239000010949 copper Substances 0.000 description 1
- 238000007405 data analysis Methods 0.000 description 1
- 238000007418 data mining Methods 0.000 description 1
- 238000003066 decision tree Methods 0.000 description 1
- 230000006837 decompression Effects 0.000 description 1
- 230000003247 decreasing effect Effects 0.000 description 1
- 230000007547 defect Effects 0.000 description 1
- 238000012217 deletion Methods 0.000 description 1
- 230000037430 deletion Effects 0.000 description 1
- 230000004069 differentiation Effects 0.000 description 1
- 239000004744 fabric Substances 0.000 description 1
- 230000002349 favourable effect Effects 0.000 description 1
- 239000000835 fiber Substances 0.000 description 1
- 239000011521 glass Substances 0.000 description 1
- 230000037219 healthy weight Effects 0.000 description 1
- 230000020169 heat generation Effects 0.000 description 1
- 230000006872 improvement Effects 0.000 description 1
- 230000000977 initiatory effect Effects 0.000 description 1
- 238000009434 installation Methods 0.000 description 1
- 238000003064 k means clustering Methods 0.000 description 1
- 230000007774 longterm Effects 0.000 description 1
- 230000007257 malfunction Effects 0.000 description 1
- 238000004519 manufacturing process Methods 0.000 description 1
- 238000013507 mapping Methods 0.000 description 1
- 239000000463 material Substances 0.000 description 1
- 230000002503 metabolic effect Effects 0.000 description 1
- 239000000203 mixture Substances 0.000 description 1
- 238000010295 mobile communication Methods 0.000 description 1
- 238000003909 pattern recognition Methods 0.000 description 1
- 230000001902 propagating effect Effects 0.000 description 1
- 238000011084 recovery Methods 0.000 description 1
- 230000009467 reduction Effects 0.000 description 1
- 230000002829 reductive effect Effects 0.000 description 1
- 230000000241 respiratory effect Effects 0.000 description 1
- 230000033764 rhythmic process Effects 0.000 description 1
- 238000005096 rolling process Methods 0.000 description 1
- 230000001502 supplementing effect Effects 0.000 description 1
- 238000012706 support-vector machine Methods 0.000 description 1
- 239000010409 thin film Substances 0.000 description 1
- 230000009466 transformation Effects 0.000 description 1
- 238000000844 transformation Methods 0.000 description 1
- 230000000007 visual effect Effects 0.000 description 1
- 230000002618 waking effect Effects 0.000 description 1
- XLYOFNOQVPJJNP-UHFFFAOYSA-N water Substances O XLYOFNOQVPJJNP-UHFFFAOYSA-N 0.000 description 1
- 230000003442 weekly effect Effects 0.000 description 1
Images
Classifications
-
- A—HUMAN NECESSITIES
- A47—FURNITURE; DOMESTIC ARTICLES OR APPLIANCES; COFFEE MILLS; SPICE MILLS; SUCTION CLEANERS IN GENERAL
- A47C—CHAIRS; SOFAS; BEDS
- A47C31/00—Details or accessories for chairs, beds, or the like, not provided for in other groups of this subclass, e.g. upholstery fasteners, mattress protectors, stretching devices for mattress nets
- A47C31/008—Use of remote controls
-
- A—HUMAN NECESSITIES
- A47—FURNITURE; DOMESTIC ARTICLES OR APPLIANCES; COFFEE MILLS; SPICE MILLS; SUCTION CLEANERS IN GENERAL
- A47C—CHAIRS; SOFAS; BEDS
- A47C27/00—Spring, stuffed or fluid mattresses or cushions specially adapted for chairs, beds or sofas
- A47C27/08—Fluid mattresses or cushions
- A47C27/081—Fluid mattresses or cushions of pneumatic type
- A47C27/083—Fluid mattresses or cushions of pneumatic type with pressure control, e.g. with pressure sensors
-
- A—HUMAN NECESSITIES
- A47—FURNITURE; DOMESTIC ARTICLES OR APPLIANCES; COFFEE MILLS; SPICE MILLS; SUCTION CLEANERS IN GENERAL
- A47C—CHAIRS; SOFAS; BEDS
- A47C27/00—Spring, stuffed or fluid mattresses or cushions specially adapted for chairs, beds or sofas
- A47C27/08—Fluid mattresses or cushions
- A47C27/081—Fluid mattresses or cushions of pneumatic type
- A47C27/082—Fluid mattresses or cushions of pneumatic type with non-manual inflation, e.g. with electric pumps
-
- A—HUMAN NECESSITIES
- A47—FURNITURE; DOMESTIC ARTICLES OR APPLIANCES; COFFEE MILLS; SPICE MILLS; SUCTION CLEANERS IN GENERAL
- A47C—CHAIRS; SOFAS; BEDS
- A47C27/00—Spring, stuffed or fluid mattresses or cushions specially adapted for chairs, beds or sofas
- A47C27/08—Fluid mattresses or cushions
- A47C27/10—Fluid mattresses or cushions with two or more independently-fillable chambers
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/0002—Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network
- A61B5/0015—Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network characterised by features of the telemetry system
- A61B5/0022—Monitoring a patient using a global network, e.g. telephone networks, internet
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/103—Detecting, measuring or recording devices for testing the shape, pattern, colour, size or movement of the body or parts thereof, for diagnostic purposes
- A61B5/11—Measuring movement of the entire body or parts thereof, e.g. head or hand tremor, mobility of a limb
- A61B5/1113—Local tracking of patients, e.g. in a hospital or private home
- A61B5/1115—Monitoring leaving of a patient support, e.g. a bed or a wheelchair
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/48—Other medical applications
- A61B5/4806—Sleep evaluation
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/48—Other medical applications
- A61B5/486—Bio-feedback
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/68—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient
- A61B5/6887—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient mounted on external non-worn devices, e.g. non-medical devices
- A61B5/6892—Mats
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/74—Details of notification to user or communication with user or patient ; user input means
- A61B5/742—Details of notification to user or communication with user or patient ; user input means using visual displays
- A61B5/7435—Displaying user selection data, e.g. icons in a graphical user interface
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/74—Details of notification to user or communication with user or patient ; user input means
- A61B5/7475—User input or interface means, e.g. keyboard, pointing device, joystick
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B19/00—Programme-control systems
- G05B19/02—Programme-control systems electric
- G05B19/04—Programme control other than numerical control, i.e. in sequence controllers or logic controllers
- G05B19/042—Programme control other than numerical control, i.e. in sequence controllers or logic controllers using digital processors
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H40/00—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
- G16H40/60—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices
- G16H40/63—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices for local operation
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H40/00—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
- G16H40/60—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices
- G16H40/67—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices for remote operation
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B2503/00—Evaluating a particular growth phase or type of persons or animals
- A61B2503/12—Healthy persons not otherwise provided for, e.g. subjects of a marketing survey
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61M—DEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
- A61M21/00—Other devices or methods to cause a change in the state of consciousness; Devices for producing or ending sleep by mechanical, optical, or acoustical means, e.g. for hypnosis
- A61M21/02—Other devices or methods to cause a change in the state of consciousness; Devices for producing or ending sleep by mechanical, optical, or acoustical means, e.g. for hypnosis for inducing sleep or relaxation, e.g. by direct nerve stimulation, hypnosis, analgesia
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B2219/00—Program-control systems
- G05B2219/20—Pc systems
- G05B2219/26—Pc applications
- G05B2219/2642—Domotique, domestic, home control, automation, smart house
Landscapes
- Health & Medical Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- Engineering & Computer Science (AREA)
- Biomedical Technology (AREA)
- Public Health (AREA)
- General Health & Medical Sciences (AREA)
- Medical Informatics (AREA)
- Physics & Mathematics (AREA)
- Biophysics (AREA)
- Pathology (AREA)
- Veterinary Medicine (AREA)
- Animal Behavior & Ethology (AREA)
- Surgery (AREA)
- Molecular Biology (AREA)
- Heart & Thoracic Surgery (AREA)
- Business, Economics & Management (AREA)
- Epidemiology (AREA)
- General Business, Economics & Management (AREA)
- Primary Health Care (AREA)
- Computer Networks & Wireless Communication (AREA)
- General Physics & Mathematics (AREA)
- Human Computer Interaction (AREA)
- Automation & Control Theory (AREA)
- Physiology (AREA)
- Dentistry (AREA)
- Oral & Maxillofacial Surgery (AREA)
- Biodiversity & Conservation Biology (AREA)
- Invalid Beds And Related Equipment (AREA)
- Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
- Measuring And Recording Apparatus For Diagnosis (AREA)
- Mattresses And Other Support Structures For Chairs And Beds (AREA)
Abstract
Description
本出願は、2018年12月31日出願の米国特許仮出願第62/786,799の優先権を主張するものである。当該米国特許仮出願は、その全体の内容が、当該参照によって本明細書に組み込まれる(incorporated by reference)。
他の特徴、態様、潜在的な利点が、添付の説明及び図面から明らかになる。
ベッド112は、弾性境界116によって取り囲まれ、ベッド用丈夫綿生地118によってカプセル化された、少なくとも1つのエアチャンバ114を含む。弾性境界116は、発泡体などの、任意の適切な材料を含み得る。
例えば、ユーザ308が眠っていることを検知する時、制御回路334は、制御信号を生成してユーザデバイス310に送信し、ユーザデバイス310をオフにし得る、または、ユーザデバイス310で再生されているビデオまたはオーディオファイルの音量を下げ得る。
なぜなら、制御回路334が第2ユーザを目覚めさせることを試みる時、ユーザ308は既に目覚めていて、妨げられないからである。
インタフェースは、以下を含み得るが、これらに限定されない:
i)睡眠の中断(例えば、睡眠途中の頻繁なベッド退出や長時間のベッド離脱)、過度の動きや落ち着きのなさ、入眠のための通常より長い時間、十分な安らかな睡眠が取れない、増大された睡眠負債、等の睡眠の質に悪影響を与える睡眠要因を特定すること。
ii)ユーザが入眠の困難または睡眠維持の困難を有するか否かを検出すること。
iii)睡眠段階、心拍数、心拍数の変動、呼吸数、及び、動き、における変化等、生体特徴(バイオメトリクス)及び睡眠健康要因の変化を検出すること。
iv)睡眠者の過去の履歴に関して、睡眠パラメータまたは健康パラメータの異常な変化を検出すること。
v)鼾、無呼吸、運動障害、心拍数障害、痛み、ストレス、歯ぎしり、等の睡眠障害及び健康障害を検出すること。
v)睡眠者の睡眠及び健康に関する洞察(パーソナライズされた層)、同じ年齢、性別、体重の睡眠者等の同様の人口統計に対する比較(比較可能な層)、及び、同じ都市、州、国の睡眠者等の地理的データに関する洞察(人口的な(母集団的な)層)、を提供すること。
vi)ユーザデータ(アラーム及びカレンダー)にアクセスして、最適な睡眠持続時間と最適な睡眠段階とに基づいて目覚ましアラームを調整すること。
vii)就寝の最適な時間、睡眠を開始する最適な位置、最適な睡眠持続時間、等の睡眠強化のヒントを推奨すること。
及び/または、
viii)最適なマットレスの硬さ(睡眠ナンバー設定を使用して調整)、最適なベッド温度、最適な寝室温度など、最適なベッド及び寝室の環境パラメータを推奨すること。
このAI分析の結果を使用して、装置1902は、睡眠を強化するために、ベッドまたは寝室の特徴部に自動的な変更を加えるように構成され得る。
これは、以下のメッセージを含み得るが、これらに限定されない:
i)「あなたは、月間平均よりも、xパーセントよく良く眠りました。あなたは、安らかな夜の睡眠をとりました。一貫したルーチンを持つことは、あなたの体内時計を調整することを助け、あなたの睡眠を更に改善するでしょう。」
ii)「十分に安らかな睡眠をとらなかったので、あなたの睡眠スコアは、あなたの週平均より低かったです。体と脳を回復させるためには、少なくとも7時間の睡眠が必要です。」
iii)「あなたの睡眠は、一晩中中断されました。完全な回復を得るために、あなたの体が睡眠段階を進む機会を得るよう、睡眠の中断を最小限に抑えるように努めてください。」
iv)「入眠するまでにより長い時間がかかって、十分な睡眠が取れなかったことがわかりました。体と脳を回復させるには、一貫した睡眠ルーチンをとって少なくとも7時間の安らかな睡眠をとるように努めてください。」
v)「過去1か月間、あなたの目標より、一貫して睡眠が少なくなっています。あなたの睡眠の目標を調整し、7時間以上の一貫した睡眠を守ることをお勧めします。」
vi)「あなたは、平日、常に午前6時に目覚めることがわかりました。良好な夜の睡眠を得るために、午後10時までに就寝できるように、あなたのルーチンを調整してください。」
vii)「冬、あなたの睡眠が比較的安らかでないことがわかりました。より快適で回復力のある睡眠のために、ベッドの硬さの設定を下げるように努めてください。」
及び/または、
viii)「あなたは、カリフォルニアのあなたの年齢の他の女性の睡眠者よりも、よく眠っています。深いレム睡眠と安らかな睡眠を最大化できるように、昨夜の睡眠中、あなたのベッド温度を調整しました。」
i)大規模なセットの事前に分類されたデータの取得、または、大規模なセットのデータのアノテーション(の注釈付け)、
ii)1または複数の特徴部の生成、
iii)前記特徴部の組み合わせまたは削減、
iii)前記特徴部の処理、
及び/または、
iv)分類器または回帰器の訓練
を含み得る。試験は、事前に分類されたデータのサブセットを使用したモデルの試験を含み得る。
i)バンドパスフィルタ等のデジタルフィルタ、
ii)時系列分析方法、
iii)モデルベース方法、
iv)独立成分分析(ICA)等のソース分離動作、
v)ウェーブレット変換、スペクトル分析動作、
vi)トレンド除去分析動作、
vii)パターンマッチング動作、
viii)閾値ベース分析動作、
ix)代理インデックスを計算するための線形または非線形の補間動作、
及び/または、
x)機械学習動作。
プロセス2100に応答して装置1920によってなされるクライアント動作は、ベッドシステムまたは寝室環境の調整可能な特徴部への調整を含み得る。
また、クラウドは、データを準備し得て(2214)、データを装置1902に送信し得て(2216)、データをUI1906に送信し得る(2218)。
また、クラウドは、データを準備し得て(2214)、データを装置1902に送信し得て(2216)、データをUI1906に送信し得る(2218)。
i)アラーム、カレンダーイベント、個人の病歴、投薬情報、等のユーザデータ、
ii)温度読取値、湿度、空気の質、運動、歩数、カロリー、体重、音、光、等のセンサデータや、ユーザの電話との相互動作や、CPAP、PPG、SP02、血圧、血糖値などの健康関連データ、
iii)天気、月の満ち欠け、湿度、暑さ指数、風、地震活動、病気の流行、等の地理的データ、
を含む。
Claims (15)
- マットレスを有するヘッドと、
前記ベッド上で眠るユーザの睡眠読取値を感知するように構成されたセンサと、
前記睡眠読取値をクラウドサービスに転送するように構成されたオートメーションコントローラと、
前記ユーザの睡眠環境への調整を生成するために、前記睡眠読取値を傾向データと比較するように構成された、前記クラウドサービスを提供するハードウェアと、
を備えたことを特徴とするシステム。 - 前記クラウドサービスは、更に、前記オートメーションコントローラに前記調整を転送するように構成されている
ことを特徴とする請求項1に記載のシステム。 - 前記オートメーションコントローラは、更に、前記調整の受信に応答して、前記ユーザがベッド内にいるか否か、を判定するように構成されている
ことを特徴とする請求項2に記載のシステム。 - 前記ユーザがベッド内にいないという判定の後、前記調整に基づいて、GUIを介して前記ユーザに情報を提供する
ことを特徴とする請求項3に記載のシステム。 - 前記ユーザがベッド内にいるという判定の後、前記調整に従って、オートメーションをして、前記ユーザの睡眠環境に影響を及ぼさせる
ことを特徴とする請求項3に記載のシステム。 - 前記ユーザがベッド内にいるという判定の後、前記調整に従って、ユーザデータへの変更をもたらす
ことを特徴とする請求項3に記載のシステム。 - 請求項1乃至6のいずれかに記載のシステム、によって実行される方法。
- 機械をして請求項7に記載の方法を実行させるための命令、を含むコンピュータ可読媒体。
- マットレスを有するヘッドと、
前記ベッド上で眠るユーザの睡眠読取値を感知するように構成されたセンサと、
前記睡眠読取値をクラウドサービスに転送し、前記クラウドサービスから前記ユーザの睡眠環境を修正するための命令を受信する、ように構成されたオートメーションコントローラと、
前記ユーザのためにパーソナライズされる前記ユーザの睡眠環境への調整を生成するために、前記ユーザの睡眠の履歴感知から生成されるパーソナライズされた傾向データと前記睡眠読取値を比較するように構成された、前記クラウドサービスを提供するハードウェアと、
を備えたことを特徴とするシステム。 - 前記ベッド上で眠るユーザの睡眠読取値を感知するように構成された前記センサは、前記ベッドと一体的であり、
当該システムは、更に、
ユーザからのデータ入力を受容するように構成されたユーザインタフェース(UI)を表示するように構成されたインタフェース装置と、
履歴ユーザ睡眠データを記憶するデータ記憶部と、
前記ベッドと一体的ではなく、前記ユーザの睡眠環境の要素を周辺データとして感知するように構成された、周辺センサと、
を備えたことを特徴とする請求項9に記載のシステム。 - 前記クラウドサービスを提供する前記ハードウェアは、更に、
前記データ入力、前記履歴ユーザ睡眠データ、及び、前記周辺データ、を調整の生成の際に組み込む
ように構成されている
ことを特徴とする請求項10に記載のシステム。 - 前記オートメーションコントローラは、ベッドコントローラ、ポンプコントローラ、及び、音声起動ホームオートメーションコントローラ、からなる群の1つである
ことを特徴とする請求項10に記載のシステム。 - 前記調整は、前記ベッド及び周辺装置からなる群の1つのための機械可読命令を含む
ことを特徴とする請求項10に記載のシステム。 - 前記調整は、前記ユーザへの人間が読むことができる提案を含む
ことを特徴とする請求項10に記載のシステム。 - マットレスを有するヘッドと、
前記ベッド上で眠るユーザの睡眠読取値を感知するように構成されたセンサと、
前記睡眠読取値をクラウドサービスに転送し、前記ユーザの前記睡眠読取値の関数として生成されるパーソナライズされた推奨事項を含む前記ユーザへの人間が読むことができる提案を供給する命令を前記クラウドサービスから受信し、パーソナライズされた推奨事項を含む人間が読むことができる前記提案が前記ユーザに供給されるようにする、ように構成されたオートメーションコントローラと、
を備えたことを特徴とするシステム。
Applications Claiming Priority (3)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US201862786799P | 2018-12-31 | 2018-12-31 | |
US62/786,799 | 2018-12-31 | ||
PCT/US2019/068982 WO2020142452A1 (en) | 2018-12-31 | 2019-12-30 | Home automation with features to improve sleep |
Publications (1)
Publication Number | Publication Date |
---|---|
JP2022515942A true JP2022515942A (ja) | 2022-02-24 |
Family
ID=69191303
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
JP2020568343A Pending JP2022515942A (ja) | 2018-12-31 | 2019-12-30 | 睡眠を改善するための特徴を有するホームオートメーション |
Country Status (7)
Country | Link |
---|---|
US (2) | US11690461B2 (ja) |
EP (1) | EP3905927B1 (ja) |
JP (1) | JP2022515942A (ja) |
CN (1) | CN112312801B (ja) |
AU (1) | AU2019418599A1 (ja) |
CA (1) | CA3103532A1 (ja) |
WO (1) | WO2020142452A1 (ja) |
Families Citing this family (20)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US8332975B2 (en) | 2009-08-31 | 2012-12-18 | Gentherm Incorporated | Climate-controlled topper member for medical beds |
CN112236054A (zh) | 2018-11-14 | 2021-01-15 | 数眠公司 | 使用力传感器来确定睡眠参数 |
AU2019444064A1 (en) | 2019-04-08 | 2020-12-03 | Sleep Number Corporation | Bed having environmental sensing and control features |
AU2019441040A1 (en) | 2019-04-16 | 2020-11-26 | Sleep Number Corporation | Pillow with wireless charging |
KR20190114925A (ko) * | 2019-09-19 | 2019-10-10 | 엘지전자 주식회사 | 소리 신호 분류를 이용한 인공지능장치 및 그 방법 |
JP7406337B2 (ja) * | 2019-10-11 | 2023-12-27 | パラマウントベッド株式会社 | 制御装置 |
US11813075B2 (en) * | 2020-01-24 | 2023-11-14 | Hb Innovations, Inc. | Combinational output sleep system |
CN115397311A (zh) | 2020-04-01 | 2022-11-25 | Udp实验公司 | 语音控制的健康监测系统和方法 |
US20210375278A1 (en) * | 2020-06-02 | 2021-12-02 | Universal Electronics Inc. | System and method for providing a health care related service |
JP7457625B2 (ja) * | 2020-10-07 | 2024-03-28 | パラマウントベッド株式会社 | ベッドシステム |
EP3985680A1 (en) * | 2020-10-13 | 2022-04-20 | Koninklijke Philips N.V. | System and method for personalization of sleep restriction therapy |
CN116325020A (zh) * | 2020-10-30 | 2023-06-23 | 数眠公司 | 具有用于跟踪睡眠者心率变异性的控制器的床 |
WO2022177896A1 (en) * | 2021-02-16 | 2022-08-25 | Sleep Number Corporation | Bed having features for sensing sleeper pressure and generating estimates of brain activity |
CN112998672A (zh) * | 2021-03-25 | 2021-06-22 | 苏州沪应通智能科技有限公司 | 带有心脏冲击扫描传感器的智能床垫 |
EP4315347A1 (en) * | 2021-03-26 | 2024-02-07 | Sleep Number Corporation | Sleep system with features for personalized sleep recommendations |
CN113050428B (zh) * | 2021-03-26 | 2021-12-07 | 清华大学 | 基于时变内模的位置主元轮廓跟踪算法 |
EP4329563A1 (en) * | 2021-04-29 | 2024-03-06 | Sleep Number Corporation | Mattress adjustment based on user sleep states |
US20230218225A1 (en) * | 2022-01-11 | 2023-07-13 | Sleep Number Corporation | Centralized hub device for determining and displaying health-related metrics |
US20240016301A1 (en) * | 2022-07-18 | 2024-01-18 | Sleep Number Corporation | Bed with pressure correcting features |
CN116392083B (zh) * | 2023-06-01 | 2023-08-29 | 安徽星辰智跃科技有限责任公司 | 基于局部变换的睡眠趋稳性量化及调节方法、系统和装置 |
Family Cites Families (108)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US4829616A (en) | 1985-10-25 | 1989-05-16 | Walker Robert A | Air control system for air bed |
US4897890A (en) | 1983-01-05 | 1990-02-06 | Walker Robert A | Air control system for air bed |
USD300194S (en) | 1984-10-12 | 1989-03-14 | Walker Robert A | Air mattress |
US4788729A (en) | 1985-04-14 | 1988-12-06 | Walker Robert A | Air mattress with audible pressure relief valve |
CA1277783C (en) | 1986-01-21 | 1990-12-11 | Robert A. Walker | Air mattress with filler check valve assembly |
USD313973S (en) | 1988-12-30 | 1991-01-22 | Walker Robert A | Hand-held control unit for the operation of an inflatable air mattress |
US4908895A (en) | 1989-03-20 | 1990-03-20 | Walker Robert A | Air mattress |
US4991244A (en) | 1990-01-05 | 1991-02-12 | Walker Robert A | Border for air bed |
US5144706A (en) | 1990-12-03 | 1992-09-08 | Walker Robert A | Bed foundation |
US5170522A (en) | 1991-12-16 | 1992-12-15 | Select Comfort Corporation | Air adjustable bed |
US5564140A (en) | 1994-07-22 | 1996-10-15 | Select Comfort Corporation | Frame assembly for supporting a mattress |
USD368475S (en) | 1994-11-01 | 1996-04-02 | Select Comfort Corporation | Hand held remote control unit |
US5509154A (en) | 1994-11-01 | 1996-04-23 | Select Comfort Corporation | Air control system for an air bed |
US5642546A (en) | 1995-09-19 | 1997-07-01 | Select Comfort Corporation | Inflatable mattress with improved border support wall |
US5904172A (en) | 1997-07-28 | 1999-05-18 | Select Comfort Corporation | Valve enclosure assembly |
US6202239B1 (en) | 1998-02-25 | 2001-03-20 | Select Comfort Corp. | Multi-zone support |
JP2002505898A (ja) | 1998-03-11 | 2002-02-26 | スリープ・テック・インコーポレーテッド | エアマットレスを備えたソファベッド |
US6397419B1 (en) | 1999-03-10 | 2002-06-04 | Select Comfort Corporation | System and method for sleep surface adjustment |
US20020069462A1 (en) | 2000-07-07 | 2002-06-13 | Gaboury James D. | Bed foundation |
US6883191B2 (en) | 2000-07-07 | 2005-04-26 | Select Comfort Corporation | Leg and bracket assembly for a bed foundation |
US6686711B2 (en) | 2000-11-15 | 2004-02-03 | Comfortaire Corporation | Air mattress control system and method |
DE60228832D1 (de) | 2001-06-07 | 2008-10-23 | Select Comfort Corp | Interaktives luftbett |
US6708357B2 (en) | 2002-01-14 | 2004-03-23 | Select Comfort Corporation | Corner piece for a soft-sided mattress |
US6804848B1 (en) | 2003-03-14 | 2004-10-19 | Comfortaire Corporation | High-profile mattress having an upper low-profile module with an air posturizing sleep surface |
USD502929S1 (en) | 2004-03-02 | 2005-03-15 | Select Comfort Corporation | Remote control |
US7865988B2 (en) | 2004-03-16 | 2011-01-11 | Select Comfort Corporation | Sleeping surface having two longitudinally connected bladders with a support member |
US7322356B2 (en) | 2005-02-24 | 2008-01-29 | Restore Medical, Inc. | Combination sleep apnea treatment |
US20080077020A1 (en) | 2006-09-22 | 2008-03-27 | Bam Labs, Inc. | Method and apparatus for monitoring vital signs remotely |
US20100170043A1 (en) | 2009-01-06 | 2010-07-08 | Bam Labs, Inc. | Apparatus for monitoring vital signs |
US20110144455A1 (en) | 2007-08-31 | 2011-06-16 | Bam Labs, Inc. | Systems and methods for monitoring a subject at rest |
US8572778B2 (en) * | 2007-03-30 | 2013-11-05 | Hill-Rom Services, Inc. | User interface for hospital bed |
AU2007353871B2 (en) | 2007-05-24 | 2013-12-19 | Sleep Number Corporation | System and method for detecting a leak in an air bed |
CA2720467C (en) | 2008-04-04 | 2013-12-10 | Select Comfort Corporation | System and method for improved pressure adjustment |
US8444558B2 (en) | 2009-01-07 | 2013-05-21 | Bam Labs, Inc. | Apparatus for monitoring vital signs having fluid bladder beneath padding |
US8348840B2 (en) | 2010-02-04 | 2013-01-08 | Robert Bosch Gmbh | Device and method to monitor, assess and improve quality of sleep |
US8672853B2 (en) | 2010-06-15 | 2014-03-18 | Bam Labs, Inc. | Pressure sensor for monitoring a subject and pressure sensor with inflatable bladder |
US9459597B2 (en) | 2012-03-06 | 2016-10-04 | DPTechnologies, Inc. | Method and apparatus to provide an improved sleep experience by selecting an optimal next sleep state for a user |
US8966689B2 (en) | 2012-11-19 | 2015-03-03 | Select Comfort Corporation | Multi-zone fluid chamber and mattress system |
US9131781B2 (en) | 2012-12-27 | 2015-09-15 | Select Comfort Corporation | Distribution pad for a temperature control system |
NZ712388A (en) | 2013-03-11 | 2016-12-23 | Select Comfort Corp | Switching means for an adjustable foundation system |
US20140250597A1 (en) | 2013-03-11 | 2014-09-11 | Select Comfort Corporation | Adjustable bed foundation system with built-in self-test |
EP2967228B1 (en) | 2013-03-14 | 2018-03-07 | Select Comfort Corporation | Inflatable air mattress autofill and off bed pressure adjustment |
AU2014228312B2 (en) | 2013-03-14 | 2016-10-27 | Sleep Number Corporation | Inflatable air mattress system with detection techniques |
USD737250S1 (en) | 2013-03-14 | 2015-08-25 | Select Comfort Corporation | Remote control |
EP2967230B1 (en) | 2013-03-14 | 2019-05-08 | Select Comfort Corporation | Method and system for an inflatable air mattress system architecture |
US8984687B2 (en) * | 2013-03-14 | 2015-03-24 | Select Comfort Corporation | Partner snore feature for adjustable bed foundation |
CN109288502B (zh) | 2013-03-14 | 2022-06-21 | 数眠公司 | 充气式空气床垫打鼾检测和响应 |
USD698338S1 (en) | 2013-03-14 | 2014-01-28 | Select Comfort Corporation | Remote control |
US8893339B2 (en) | 2013-03-14 | 2014-11-25 | Select Comfort Corporation | System and method for adjusting settings of a bed with a remote control |
US10182661B2 (en) | 2013-03-14 | 2019-01-22 | Sleep Number Corporation and Select Comfort Retail Corporation | Inflatable air mattress alert and monitoring system |
EP2967227B1 (en) | 2013-03-14 | 2018-03-07 | Select Comfort Corporation | Inflatable air mattress sleep environment adjustment and suggestions |
WO2014151733A1 (en) | 2013-03-14 | 2014-09-25 | Nunn Rob | Inflatable air mattress with light and voice controls |
USD691118S1 (en) | 2013-03-14 | 2013-10-08 | Select Comfort Corporation | Remote control |
USD697874S1 (en) | 2013-03-15 | 2014-01-21 | Select Comfort Corporation | Remote control |
US20150007393A1 (en) | 2013-07-02 | 2015-01-08 | Select Comfort Corporation | Controller for multi-zone fluid chamber mattress system |
US9445751B2 (en) | 2013-07-18 | 2016-09-20 | Sleepiq Labs, Inc. | Device and method of monitoring a position and predicting an exit of a subject on or from a substrate |
USD701536S1 (en) | 2013-07-26 | 2014-03-25 | Select Comfort Corporation | Air pump |
US9501065B2 (en) * | 2013-09-25 | 2016-11-22 | Dennis M. Boyd | Displays for, and controller with displays for air mattresses |
CA2836431C (en) | 2013-12-16 | 2018-02-20 | Blue Ocean Laboratories, Inc. | A sleep system for obtaining sleep information |
US10674832B2 (en) | 2013-12-30 | 2020-06-09 | Sleep Number Corporation | Inflatable air mattress with integrated control |
EP3089623B1 (en) | 2013-12-30 | 2019-02-20 | Select Comfort Corporation | Inflatable air mattress with integrated control |
US10285508B2 (en) | 2014-01-02 | 2019-05-14 | Sleep Number Corporation | Adjustable bed system with split head and split foot configuration |
US8973183B1 (en) | 2014-01-02 | 2015-03-10 | Select Comfort Corporation | Sheet for a split-top adjustable bed |
US10750875B2 (en) | 2014-01-02 | 2020-08-25 | Sleep Number Corporation | Adjustable bed system having split-head and joined foot configuration |
US20150182418A1 (en) | 2014-01-02 | 2015-07-02 | Select Comfort Corporation | Massage furniture item and method of operation |
US20150190072A1 (en) * | 2014-01-07 | 2015-07-09 | JayBird LLC | Systems and methods for displaying and interacting with data from an activity monitoring device |
US10143312B2 (en) | 2014-04-15 | 2018-12-04 | Sleep Number Corporation | Adjustable bed system |
US10448749B2 (en) | 2014-10-10 | 2019-10-22 | Sleep Number Corporation | Bed having logic controller |
US10342358B1 (en) | 2014-10-16 | 2019-07-09 | Sleep Number Corporation | Bed with integrated components and features |
US10092242B2 (en) * | 2015-01-05 | 2018-10-09 | Sleep Number Corporation | Bed with user occupancy tracking |
JP6568359B2 (ja) * | 2015-01-13 | 2019-08-28 | 昭和電工株式会社 | ベッド用在床状況検知装置及びベッドの在床状況検知方法 |
US10764079B2 (en) | 2015-02-09 | 2020-09-01 | Vivint, Inc. | System and methods for correlating sleep data to security and/or automation system operations |
US10441087B2 (en) | 2015-02-24 | 2019-10-15 | Sleep Number Corporation | Mattress with adjustable firmness |
US20160367039A1 (en) | 2015-06-16 | 2016-12-22 | Sleepiq Labs Inc. | Device and Method of Automated Substrate Control and Non-Intrusive Subject Monitoring |
US20160345832A1 (en) * | 2015-05-25 | 2016-12-01 | Wearless Tech Inc | System and method for monitoring biological status through contactless sensing |
US9924813B1 (en) | 2015-05-29 | 2018-03-27 | Sleep Number Corporation | Bed sheet system |
EP3316738A4 (en) | 2015-07-02 | 2018-06-13 | Select Comfort Corporation | Automation for improved sleep quality |
US10149549B2 (en) | 2015-08-06 | 2018-12-11 | Sleep Number Corporation | Diagnostics of bed and bedroom environment |
CN204812985U (zh) | 2015-08-11 | 2015-12-02 | 喜临门家具股份有限公司 | 一种带隐藏式感应带的床垫 |
US20170135881A1 (en) * | 2015-11-16 | 2017-05-18 | Eight Sleep Inc. | Adjustable bedframe and operating methods |
US10539170B2 (en) | 2015-12-31 | 2020-01-21 | Sleep Number Corporation | Foundation and frame for bed |
US10561253B2 (en) | 2016-07-29 | 2020-02-18 | Bryte, Inc. | Adaptive sleep system using data analytics and learning techniques to improve individual sleep conditions |
USD812393S1 (en) | 2016-09-15 | 2018-03-13 | Sleep Number Corporation | Bed |
US10993546B2 (en) | 2016-10-28 | 2021-05-04 | Sleep Number Corporation | Noise reducing plunger |
US10888173B2 (en) | 2016-10-28 | 2021-01-12 | Sleep Number Corporation | Air controller with vibration isolators |
US10575654B2 (en) | 2016-10-28 | 2020-03-03 | Sleep Number Corporation | Air manifold |
US10827846B2 (en) * | 2016-10-28 | 2020-11-10 | Sleep Number Corporation | Bed with foot warming system |
US10677232B2 (en) | 2016-10-28 | 2020-06-09 | Sleep Number Corporation | Pump with vibration isolators |
US20190314192A1 (en) * | 2016-10-31 | 2019-10-17 | Mc10, Inc. | Closed Loop Respiratory Monitoring System For Sleep Quality Characterization |
US11140999B2 (en) | 2016-11-09 | 2021-10-12 | Select Comfort Corporation | Bed with magnetic couplers |
US20180125259A1 (en) | 2016-11-09 | 2018-05-10 | Select Comfort Corporation | Bed With Magnetic Couplers |
USD809843S1 (en) | 2016-11-09 | 2018-02-13 | Sleep Number Corporation | Bed foundation |
CN107028427B (zh) | 2017-06-08 | 2020-02-21 | 翼猫科技发展(上海)有限公司 | 新型的自动智能调节的睡眠系统的传感方法 |
US10772438B2 (en) | 2017-08-23 | 2020-09-15 | Sleep Number Corporation | Air system for a bed |
WO2019133661A1 (en) | 2017-12-28 | 2019-07-04 | Sleep Number Corporation | Bed having snore control based on partner response |
CN111712161B (zh) | 2017-12-28 | 2023-04-25 | 数眠公司 | 具有确定两个睡眠者的打鼾和呼吸参数的传感器特征的床 |
CN111770706B (zh) | 2017-12-28 | 2023-06-02 | 数眠公司 | 具有打鼾检测特征的床 |
US11737938B2 (en) | 2017-12-28 | 2023-08-29 | Sleep Number Corporation | Snore sensing bed |
US11571346B2 (en) | 2017-12-28 | 2023-02-07 | Sleep Number Corporation | Bed having rollover identifying feature |
US20190201267A1 (en) | 2017-12-28 | 2019-07-04 | Sleep Number Corporation | Bed having sensor fusing features useful for determining snore and breathing parameters |
US10957335B2 (en) | 2017-12-28 | 2021-03-23 | Sleep Number Corporation | Home automation having user privacy protections |
CA3087336A1 (en) | 2017-12-28 | 2019-07-04 | Sleep Number Corporation | Bed having sleep stage detecting feature |
CA3087787A1 (en) | 2017-12-28 | 2019-07-04 | Sleep Number Corporation | Bed having presence detecting feature |
US20190205931A1 (en) * | 2018-01-03 | 2019-07-04 | Judy Shapiro | Content-centric digital acquisition systems and methods |
EP3735156A1 (en) | 2018-01-05 | 2020-11-11 | Sleep Number Corporation | Bed having physiological event detecting feature |
CN112839566A (zh) | 2018-03-07 | 2021-05-25 | 数眠公司 | 基于家庭的压力测试 |
US11797838B2 (en) * | 2018-03-13 | 2023-10-24 | Pinterest, Inc. | Efficient convolutional network for recommender systems |
CN108420228A (zh) | 2018-04-13 | 2018-08-21 | 浙江想能云软件股份有限公司 | 一种睡眠状态监测的智能软硬可调床垫及其监测方法 |
-
2019
- 2019-12-30 CN CN201980041858.3A patent/CN112312801B/zh active Active
- 2019-12-30 CA CA3103532A patent/CA3103532A1/en active Pending
- 2019-12-30 JP JP2020568343A patent/JP2022515942A/ja active Pending
- 2019-12-30 AU AU2019418599A patent/AU2019418599A1/en active Pending
- 2019-12-30 EP EP19842735.3A patent/EP3905927B1/en active Active
- 2019-12-30 WO PCT/US2019/068982 patent/WO2020142452A1/en unknown
- 2019-12-30 US US16/730,464 patent/US11690461B2/en active Active
-
2023
- 2023-05-19 US US18/199,750 patent/US20230404282A1/en active Pending
Also Published As
Publication number | Publication date |
---|---|
US20230404282A1 (en) | 2023-12-21 |
EP3905927C0 (en) | 2023-08-02 |
EP3905927A1 (en) | 2021-11-10 |
WO2020142452A1 (en) | 2020-07-09 |
EP3905927B1 (en) | 2023-08-02 |
US11690461B2 (en) | 2023-07-04 |
CN112312801B (zh) | 2023-09-15 |
US20200205580A1 (en) | 2020-07-02 |
CN112312801A (zh) | 2021-02-02 |
CA3103532A1 (en) | 2020-07-09 |
AU2019418599A1 (en) | 2020-11-26 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
EP3905927B1 (en) | Home automation with features to improve sleep | |
JP7465808B2 (ja) | 睡眠段階検知特徴部を備えたベッド | |
JP7344879B2 (ja) | パートナーの応答に基づく鼾制御を備えたベッド | |
US20190201267A1 (en) | Bed having sensor fusing features useful for determining snore and breathing parameters | |
US11399636B2 (en) | Bed having environmental sensing and control features | |
JP2022530846A (ja) | 睡眠中の睡眠者の体の熱調節を改善するための特徴を有するベッド | |
JP2023516405A (ja) | ユーザ状況感知特徴部を有するベッド | |
JP2022541118A (ja) | 睡眠現象の長期間の検知 | |
JP2024514461A (ja) | パーソナライズされた睡眠推奨事項のための特徴を有するベッド | |
JP2023550897A (ja) | 睡眠者の心拍変動を追跡するためのコントローラを有するベッド | |
US20220386947A1 (en) | Determining real-time sleep states using machine learning techniques | |
US20220395233A1 (en) | Bed having features for determination of respiratory disease classification | |
US20220175600A1 (en) | Bed having features for automatic sensing of illness states | |
US20230190183A1 (en) | Sleep system with features for personalized daytime alertness quantification | |
US20230414178A1 (en) | Bed having features for automatic sensing of illness states such as post-acute sequalae of covid-19 (pasc or long covid) |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
A621 | Written request for application examination |
Free format text: JAPANESE INTERMEDIATE CODE: A621 Effective date: 20230104 |
|
A521 | Request for written amendment filed |
Free format text: JAPANESE INTERMEDIATE CODE: A523 Effective date: 20230110 |
|
A131 | Notification of reasons for refusal |
Free format text: JAPANESE INTERMEDIATE CODE: A131 Effective date: 20230626 |
|
A521 | Request for written amendment filed |
Free format text: JAPANESE INTERMEDIATE CODE: A523 Effective date: 20230925 |
|
A02 | Decision of refusal |
Free format text: JAPANESE INTERMEDIATE CODE: A02 Effective date: 20231019 |
|
A521 | Request for written amendment filed |
Free format text: JAPANESE INTERMEDIATE CODE: A523 Effective date: 20240219 |
|
A911 | Transfer to examiner for re-examination before appeal (zenchi) |
Free format text: JAPANESE INTERMEDIATE CODE: A911 Effective date: 20240419 |
|
A912 | Re-examination (zenchi) completed and case transferred to appeal board |
Free format text: JAPANESE INTERMEDIATE CODE: A912 Effective date: 20240510 |