학술논문

Flicker-Free Spatial-PSK Modulation for Vehicular Image-Sensor Systems Based on Neural Networks
Document Type
Academic Journal
Source
한국통신학회논문지. 2016-08 41(8):843-850
Subject
Optical Wireless Communications
OWC
Image Sensor Communications
ISC
IEEE 802.15.7r1Task Group
TG7r1
Image sensors compatibility
Frame rate variation
Flicker-free modulation
Global shutter
Rolling shutter
2-PSK
S2-PSK
Neural Network
Language
Korean
ISSN
1226-4717
2287-3880
Abstract
This paper introduces a novel modulation scheme for vehicular communication in taking advantage of existing LED lights available on a car. Our proposed 2-Phase Shift Keying (2-PSK) is a spatial modulation approach in which a pair of LED light sources in a car (either rear LEDs or front LEDs) is used as a transmitter. A typical camera (i.e. low frame rate at no greater than 30fps) that either a global shutter camera or a rolling shutter camera can be used as a receiver. The modulation scheme is a part of our Image Sensor Communication proposal submitted to IEEE 802.15.7r1 (TG7r1) recently. Also, a neural network approach is applied to improve the performance of LEDs detection and decoding under the noisy situation. Later, some analysis and experiment results are presented to indicate the performance of our system

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