TY - GEN
T1 - Low-power radio-optical beacons for in-view recognition
AU - Ashok, Ashwin
AU - Xu, Chenren
AU - Vu, Tam
AU - Gruteser, Marco
AU - Howard, Richard
AU - Zhang, Yanyong
AU - Mandayam, Narayan
AU - Yuan, Wenjia
AU - Dana, Kristin
N1 - Publisher Copyright:
© 2015 IEEE.
PY - 2016/1/25
Y1 - 2016/1/25
N2 - Object recognition on wearable devices using computer vision is too energy intensive and challenging when objects are similar looking, while low-power active radio frequency identification (RFID) systems suffer from imprecise orientation (angle and distance) estimates. To address this challenge, this paper presents a novel radio-optical based recognition system where a radio-optical transmitter, or tag, that emits a beacon whose infra-red (IR) signal strength is used for accurate relative orientation tracking of tagged objects at a wearable radio-optical receiver. A low-power radio link that conveys identity is used to reduce the battery drain by synchronizing the radio-optical transmitter and receiver so that extremely short optical pulses are sufficient for precise orientation estimation. Through extensive experiments with our prototype we show that our system can achieve orientation estimates with 1-2° accuracy and within 40cm ranging error, with a maximum range of 9m in typical indoor use cases. With a tag battery power consumption of 86μW, t h e radio-optical tags show potential to achieve about half a decade lifetimes.
AB - Object recognition on wearable devices using computer vision is too energy intensive and challenging when objects are similar looking, while low-power active radio frequency identification (RFID) systems suffer from imprecise orientation (angle and distance) estimates. To address this challenge, this paper presents a novel radio-optical based recognition system where a radio-optical transmitter, or tag, that emits a beacon whose infra-red (IR) signal strength is used for accurate relative orientation tracking of tagged objects at a wearable radio-optical receiver. A low-power radio link that conveys identity is used to reduce the battery drain by synchronizing the radio-optical transmitter and receiver so that extremely short optical pulses are sufficient for precise orientation estimation. Through extensive experiments with our prototype we show that our system can achieve orientation estimates with 1-2° accuracy and within 40cm ranging error, with a maximum range of 9m in typical indoor use cases. With a tag battery power consumption of 86μW, t h e radio-optical tags show potential to achieve about half a decade lifetimes.
UR - http://www.scopus.com/inward/record.url?scp=84964475893&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84964475893&partnerID=8YFLogxK
U2 - 10.1109/VTCFall.2015.7391018
DO - 10.1109/VTCFall.2015.7391018
M3 - Conference contribution
AN - SCOPUS:84964475893
T3 - 2015 IEEE 82nd Vehicular Technology Conference, VTC Fall 2015 - Proceedings
BT - 2015 IEEE 82nd Vehicular Technology Conference, VTC Fall 2015 - Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 82nd IEEE Vehicular Technology Conference, VTC Fall 2015
Y2 - 6 September 2015 through 9 September 2015
ER -