| Presentation | 2016-11-04 A Study on Computational Cost Reduction Using Differential Evolution for Signal Demodulation Method Based on Pseudo-Captured Image in Image-Sensor-Based Visible Light Communication Shintaro Arai, Haruna Matsushita, Yuki Ohira, Tomohiro Yendo, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper focuses on an image-sensor-based visible light communication system using LED (transmitter) and an image sensor (receiver). In this system, the communication capability depends on the quality of images that LED transmitter is captured by the sensor. Generally, captured images blur because of defocusing. Due to the degradation of the image quality by this factor, the receiver suffers from the inability to detect correct LED luminance values and demodulation of data. To overcome this problem, our previous study proposed a signal demodulation method based on pseudo-captured images, which are imitations of blinking patterns of the LED transmitter, and confirmed that this method's resistance to the blurring of image is high. However, this method requires high computational cost by increasing the number of LEDs. This paper proposes a novel computational cost reduction method using a differential evolution, which is one of swarm intelligence techniques, for the signal demodulation method and evaluates its performance. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Visible Light Communication / Image-Sensor-Based Visible Light Communication / LED / Image Sensor / Differential Evolution |
| Paper # | CCS2016-35 |
| Date of Issue | 2016-10-28 (CCS) |
| Conference Information | |
| Committee | CCS |
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| Conference Date | 2016/11/4(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kyoto Sangyo Univ. (Musubiwaza Bldg.) |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Interaction and Communication, etc. |
| Chair | Yasuhiro Tsubo(Ritsumeikan Univ.) |
| Vice Chair | Naoki Wakamiya(Osaka Univ.) / Mikio Hasegawa(Tokyo Univ. of Science) |
| Secretary | Naoki Wakamiya(Kyoto Sangyo Univ.) / Mikio Hasegawa(Osaka Univ.) |
| Assistant | Takayuki Kimura(Nippon Inst. of Tech.) / Song-Ju Kim(NIMS) / Ryo Takahashi(Kyoto Univ.) / Hidehiro Nakano(Tokyo City Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Complex Communication Sciences |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Study on Computational Cost Reduction Using Differential Evolution for Signal Demodulation Method Based on Pseudo-Captured Image in Image-Sensor-Based Visible Light Communication |
| Sub Title (in English) | |
| Keyword(1) | Visible Light Communication |
| Keyword(2) | Image-Sensor-Based Visible Light Communication |
| Keyword(3) | LED |
| Keyword(4) | Image Sensor |
| Keyword(5) | Differential Evolution |
| 1st Author's Name | Shintaro Arai |
| 1st Author's Affiliation | Okayama University of Science(Okayama Univ. of Sci.) |
| 2nd Author's Name | Haruna Matsushita |
| 2nd Author's Affiliation | Kagawa University(Kagawa Univ.) |
| 3rd Author's Name | Yuki Ohira |
| 3rd Author's Affiliation | Nagaoka University of Technology(Nagaoka Univ. of Tech.) |
| 4th Author's Name | Tomohiro Yendo |
| 4th Author's Affiliation | Nagaoka University of Technology(Nagaoka Univ. of Tech.) |
| Date | 2016-11-04 |
| Paper # | CCS2016-35 |
| Volume (vol) | vol.116 |
| Number (no) | CCS-285 |
| Page | pp.pp.25-30(CCS), |
| #Pages | 6 |
| Date of Issue | 2016-10-28 (CCS) |