An energy harvesting wearable ring platform for gesture

15
An Energy Harvesting Wearable Ring Platform for Gesture Input on Surfaces B00902069 傅傅
  • Upload

    -
  • Category

    Software

  • view

    35
  • download

    3

Transcript of An energy harvesting wearable ring platform for gesture

Page 1: An energy harvesting wearable ring platform for gesture

An Energy Harvesting Wearable Ring Platform for Gesture Input on Surfaces

B00902069 傅蕎

Page 2: An energy harvesting wearable ring platform for gesture

2

Problem

• To interact with mobile devices on-the-go• Glasses, wrist band, watch not good• User have to practice• Environment limits• Too heavy processing, power hungry

Page 3: An energy harvesting wearable ring platform for gesture

3

Related work

Page 4: An energy harvesting wearable ring platform for gesture

4

Ring!!

• Wearable• Detect finger motion on

arbitrary surfaces• Transmit wirelessly• Identify 23 gestures• No explicit user training• Energy harvesting from

NFC-enabled phone• 10 hr 2Hz interaction

Page 5: An energy harvesting wearable ring platform for gesture

5

Design

Page 6: An energy harvesting wearable ring platform for gesture

6

Gestures

Page 7: An energy harvesting wearable ring platform for gesture

7

Surface detection

• Arbitrary, un-instrumented surfaces• Pressured-based touch detection• Audio-based motion detection

Page 8: An energy harvesting wearable ring platform for gesture

8

Surface detection - touch

• Pressured-based• When touch or curl,

stiffen and move laterally• Force sensing resistor

on inner wall of ring• Consume less power

Page 9: An energy harvesting wearable ring platform for gesture

9

Surface detection - motion

• Audio-based• Friction between fingers and surfaces• Function of finger motion speed,

and properties of the surface• Noise• Use band-pass filter

• They use common office paper

Page 10: An energy harvesting wearable ring platform for gesture

10

Gesture classification

Page 11: An energy harvesting wearable ring platform for gesture

11

Energy harvesting

• 10mAh battery capacity• NFC-enabled phone• RFID is a type of NFC

• Coil loop around ring band• Maximize the size

• Position C best• Over 5% capacity is available

Page 12: An energy harvesting wearable ring platform for gesture

12

Evaluation

• SVM• More data, more accurate

Page 13: An energy harvesting wearable ring platform for gesture

13

Future work

• Wireless transmission no detect or recover frompacket loss or error• Improve classification accuracy• Improve noise resilience• Larger variety of surfaces• Lack of feedback• Larger amount of training data

Page 14: An energy harvesting wearable ring platform for gesture

14

Question?

Page 15: An energy harvesting wearable ring platform for gesture

15

Thanks!:D