First Demonstration Of 512Color Shift Keying Signal Demodulation Using Neural Equalization For Optical Camera Communication

• doi: 10.1364/OFC.2023.Th3H.7
• title: First Demonstration of 512-Color Shift Keying Signal Demodulation Using Neural Equalization for Optical Camera Communication
• publisher: IEEE
• isbn: 979-8-3503-1229-4
• issn:
• rank: 2495
• access_type: LOCKED
• content_type: Conferences
• abstract: This paper experimentally demonstrates 512 color shift keying (CSK) signal transmission for optical camera communication (OCC). We achieved error-free operation with a CMOS image sensor module and a multi-label classification neural network-based equalizer.
• article_number: 10116869
• pdf_url: https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10116869
• html_url: https://ieeexplore.ieee.org/document/10116869/
• abstract_url: https://ieeexplore.ieee.org/document/10116869/
• publication_title: 2023 Optical Fiber Communications Conference and Exhibition (OFC)
• conference_location: San Diego, CA, USA
• conference_dates: 5-9 March 2023
• publication_number: 10115459
• is_number: 10115461
• publication_year: 2023
• publication_date: 5-9 March 2023
• start_page: 1
• end_page: 3
• citing_paper_count: 2
• citing_patent_count: 0
• download_count: 141
• insert_date: 20230519
• index_terms:
  • ieee_terms:
    • Optical fibers
    • Optical fiber sensors
    • Optical computing
    • CMOS image sensors
    • Optical imaging
    • Cameras
    • Adaptive optics
  • dynamic_index_terms:
    • Optical Camera Communication
    • Image Sensor
    • Camera Sensor
    • Shift Keying
    • Raw Data
    • Neural Network
    • Data Rate
    • Data Evaluation
    • Posterior Probability
    • Posterior Distribution
    • Likelihood Ratio Test
    • Log-likelihood Ratio
    • Color Space
    • Color Components
    • Transmission Distance
    • Optical Lens
    • Optical Lenses
    • Low-density Parity-check
• isbn_formats:
  • format: Print on Demand(PoD) ISBN, value: 979-8-3503-1229-4, isbnType: New-2005
• authors:
  • Author Name: Yukito Onodera
    Affiliation: Graduate School of Engineering, Tokyo University of Agriculture and Technology, Tokyo, Japan
    Author URL: https://ieeexplore.ieee.org/author/37088831467
    ID: 37088831467
    Order: 1
    Author Affiliations:
    • Graduate School of Engineering, Tokyo University of Agriculture and Technology, Tokyo, Japan
  • Author Name: Daisuke Hisano
    Affiliation: Graduate School of Engineering, Osaka University, Osaka, Japan
    Author URL: https://ieeexplore.ieee.org/author/37085804159
    ID: 37085804159
    Order: 2
    Author Affiliations:
    • Graduate School of Engineering, Osaka University, Osaka, Japan
  • Author Name: Kazuki Maruta
    Affiliation: Faculty of Engineering, Tokyo University of Science, Tokyo, Japan
    Author URL: https://ieeexplore.ieee.org/author/37410520800
    ID: 37410520800
    Order: 3
    Author Affiliations:
    • Faculty of Engineering, Tokyo University of Science, Tokyo, Japan
  • Author Name: Yu Nakayama
    Affiliation: Graduate School of Engineering, Tokyo University of Agriculture and Technology, Tokyo, Japan
    Author URL: https://ieeexplore.ieee.org/author/38235523000
    ID: 38235523000
    Order: 4
    Author Affiliations:
    • Graduate School of Engineering, Tokyo University of Agriculture and Technology, Tokyo, Japan

Image Sensor

• sensor_type: CMOS
• resolution: 12-bit
• dynamic_range: N/A
• pixel_size: N/A
• dark_current: N/A

Optical Data

• focal_length: 50 mm
• aperture: N/A
• field_of_view: N/A
• distortion: N/A

Performance Metrics

• frame_rate: N/A
• signal_to_noise_ratio: N/A
• sensitivity: N/A
• shutter_speed: N/A
• power_consumption: N/A
• noise: N/A

Applications & Benefits

• cell_imaging: N/A
• benefits: Enables digital imaging in a variety of applications such as smartphones, medical devices, and automotive systems.

Supporting Organizations

• supported_by: Sony Semiconductor Solutions Corporation, JST Presto Grant Number JPMJPR2137, and JST START Project Promotion Type (Supporting Small Business Innovation Research (SBIR) Phase 1), Grant Number JPMJST2260, Japan.

Manuscript Details

• publication_date: 5-9 March 2023

Relevancy Score

• score: 9
• missing_fields:
  • fill factor
  • quantum efficiency
  • power consumption
  • readout speed
  • temporal noise
  • fixed-pattern noise
  • analog-to-digital conversion techniques
  • microlenses
  • on-chip color filters
  • global or rolling shutters
  • backside illumination

Processed JSON Filename

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