Presentation 2015-03-04
Implementation of Proactive Routing Control Based Human Blockage Prediction Using RGB-D Cameras for mmWave Communications
Yuta OGUMA, Ryohei ARAI, Takayuki NISHIO, Koji YAMAMOTO, Masahiro MORIKURA,
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Abstract(in English) In millimeter-wave (mmWave) communications, a frame loss rate increases and throughput is decreased sharply when a pedestrian blocks a line-of-sight path. Such serious human blockage does not occur in microwave communications. To solve this problem, reactive communication controls based on communication quality such as received signal strength indicator and frame loss rate have been studied, but it is difficult to avoid a period in which the human blockage degrades throughput until after the operation of reactive control has been completed. This paper proposes a proactive routing control scheme for mmWave communications based on human blockage prediction using RGB-D cameras. We build a testbed using IEEE 802.11ad based WLAN devices, and implement the proposed scheme on the testbed. Our experimental results show that the proactive traffic control schemes reduce the duration in which human blockage degrades throughput performance.
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Keyword(in English) mm Wave communication / IEEE 802.11ad / human blockage / routing control / RGB-D camera / WLAN
Paper # RCS2014-311
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Committee RCS
Conference Date 2015/2/25(1days)
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Registration To Radio Communication Systems (RCS)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Implementation of Proactive Routing Control Based Human Blockage Prediction Using RGB-D Cameras for mmWave Communications
Sub Title (in English)
Keyword(1) mm Wave communication
Keyword(2) IEEE 802.11ad
Keyword(3) human blockage
Keyword(4) routing control
Keyword(5) RGB-D camera
Keyword(6) WLAN
1st Author's Name Yuta OGUMA
1st Author's Affiliation Faculty of Engineering, Kyoto University()
2nd Author's Name Ryohei ARAI
2nd Author's Affiliation Graduate School of Informatics, Kyoto University
3rd Author's Name Takayuki NISHIO
3rd Author's Affiliation Graduate School of Informatics, Kyoto University
4th Author's Name Koji YAMAMOTO
4th Author's Affiliation Graduate School of Informatics, Kyoto University
5th Author's Name Masahiro MORIKURA
5th Author's Affiliation Graduate School of Informatics, Kyoto University
Date 2015-03-04
Paper # RCS2014-311
Volume (vol) vol.114
Number (no) 490
Page pp.pp.-
#Pages 5
Date of Issue