APPARATUS AND METHOD FOR ESTIMATING RANGE OF WI-FI DEVICE BASED ON LEARNING

Provided is a device for estimating a location of a learning-based Wi-Fi terminal. The device includes: a data manager for collecting and processing RTT-based range measurement data from a terminal to an AP from the terminal; and an artificial intelligence learner which generates a prediction model...

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Bibliographische Detailangaben
Hauptverfasser:	PARK HEA SOOK, CHUNG BYUNG CHANG, JUNG BOO GEUM, KIM BYEONG SIK, LEE HYUNG KYU, KIM KI WON, YIM JIN HYUK, LEE JONG KUK, YOO YOON SIK, JEON KI CHEOL
Format:	Patent
Sprache:	eng ; kor
Schlagworte:	ANALOGOUS ARRANGEMENTS USING OTHER WAVES CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES ELECTRIC DIGITAL DATA PROCESSING LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION ORRERADIATION OF RADIO WAVES MEASURING PHYSICS RADIO DIRECTION-FINDING RADIO NAVIGATION TESTING
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Beschreibung
Zusammenfassung:	Provided is a device for estimating a location of a learning-based Wi-Fi terminal. The device includes: a data manager for collecting and processing RTT-based range measurement data from a terminal to an AP from the terminal; and an artificial intelligence learner which generates a prediction model by performing learning based on the range measurement data based on a predetermined learning model, and outputs a new prediction value by inputting the newly collected range measurement data into the generated prediction model. 학습 기반 와이파이 단말의 위치 추정 장치가 제공된다. 상기 장치는 단말에서 AP까지의 RTT 기반의 범위 측정 데이터를 단말로부터 수집 및 가공하는 데이터 관리기와, 상기 범위 측정 데이터를 소정의 학습 모델에 기반하여 학습을 수행하여 예측 모델을 생성하고, 신규 수집된 범위 측정 데이터를 상기 생성된 예측 모델에 입력하여 새로운 예측값을 출력하는 인공지능 학습기를 포함한다.