JP7413352B2 - 分散コンピューティングネットワークのエッジノードを使用した圧縮センシングシステム及び方法 - Google Patents

分散コンピューティングネットワークのエッジノードを使用した圧縮センシングシステム及び方法 Download PDF

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JP7413352B2
JP7413352B2 JP2021506533A JP2021506533A JP7413352B2 JP 7413352 B2 JP7413352 B2 JP 7413352B2 JP 2021506533 A JP2021506533 A JP 2021506533A JP 2021506533 A JP2021506533 A JP 2021506533A JP 7413352 B2 JP7413352 B2 JP 7413352B2
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data signal
signal
compressed data
raw data
node
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オライタン フィリップ オラレイエ
アビシェーク ムルティー
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    • HELECTRICITY
    • H03ELECTRONIC CIRCUITRY
    • H03MCODING; DECODING; CODE CONVERSION IN GENERAL
    • H03M7/00Conversion of a code where information is represented by a given sequence or number of digits to a code where the same, similar or subset of information is represented by a different sequence or number of digits
    • H03M7/30Compression; Expansion; Suppression of unnecessary data, e.g. redundancy reduction
    • H03M7/3059Digital compression and data reduction techniques where the original information is represented by a subset or similar information, e.g. lossy compression
    • H03M7/3062Compressive sampling or sensing
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W4/00Services specially adapted for wireless communication networks; Facilities therefor
    • H04W4/18Information format or content conversion, e.g. adaptation by the network of the transmitted or received information for the purpose of wireless delivery to users or terminals
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F7/00Methods or arrangements for processing data by operating upon the order or content of the data handled
    • G06F7/58Random or pseudo-random number generators
    • G06F7/588Random number generators, i.e. based on natural stochastic processes
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00Network arrangements or protocols for supporting network services or applications
    • H04L67/01Protocols
    • H04L67/10Protocols in which an application is distributed across nodes in the network
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04QSELECTING
    • H04Q9/00Arrangements in telecontrol or telemetry systems for selectively calling a substation from a main station, in which substation desired apparatus is selected for applying a control signal thereto or for obtaining measured values therefrom
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W4/00Services specially adapted for wireless communication networks; Facilities therefor
    • H04W4/30Services specially adapted for particular environments, situations or purposes
    • H04W4/38Services specially adapted for particular environments, situations or purposes for collecting sensor information

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • Mathematical Optimization (AREA)
  • Pure & Applied Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Mobile Radio Communication Systems (AREA)
  • Arrangements For Transmission Of Measured Signals (AREA)
  • Compression, Expansion, Code Conversion, And Decoders (AREA)
JP2021506533A 2018-08-07 2019-07-31 分散コンピューティングネットワークのエッジノードを使用した圧縮センシングシステム及び方法 Active JP7413352B2 (ja)

Applications Claiming Priority (5)

Application Number Priority Date Filing Date Title
US201862715472P 2018-08-07 2018-08-07
US62/715,472 2018-08-07
EP18190723.9 2018-08-24
EP18190723 2018-08-24
PCT/EP2019/070592 WO2020030488A1 (en) 2018-08-07 2019-07-31 Compressive sensing systems and methods using edge nodes of distributed computing networks

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JP2021533667A JP2021533667A (ja) 2021-12-02
JP2021533667A5 JP2021533667A5 (https=) 2022-08-08
JP7413352B2 true JP7413352B2 (ja) 2024-01-15

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US (1) US11496150B2 (https=)
EP (1) EP3834441B1 (https=)
JP (1) JP7413352B2 (https=)
CN (1) CN112534842B (https=)
WO (1) WO2020030488A1 (https=)

Families Citing this family (2)

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CN113641684B (zh) * 2021-10-18 2022-01-25 上海英哈科技有限公司 物联网大数据处理装置及方法
CN118118553B (zh) * 2024-04-30 2024-08-20 南京中科智慧生态科技有限公司 基于边缘计算的智能传感器数据缓存方法及系统

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20110231155A1 (en) 2010-03-22 2011-09-22 General Electric Company Dynamically configurable sensor chassis
JP2013093707A (ja) 2011-10-25 2013-05-16 Nippon Telegr & Teleph Corp <Ntt> 信号処理システム及び信号処理方法
WO2017007546A1 (en) 2015-07-03 2017-01-12 Intel Corporation Apparatus and method for data compression in a wearable device

Family Cites Families (24)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4546342A (en) 1983-12-14 1985-10-08 Digital Recording Research Limited Partnership Data compression method and apparatus
JP3141450B2 (ja) 1991-09-30 2001-03-05 ソニー株式会社 オーディオ信号処理方法
GB9625661D0 (en) * 1996-12-11 1997-01-29 Hewlett Packard Co A method and apparatus for compression of electronic ink
EP1634438A1 (en) * 2003-05-13 2006-03-15 Medical Insight A/S Method and system for remote and adaptive visualization of graphical image data
FR2898757A1 (fr) * 2006-03-14 2007-09-21 Canon Kk Procede et dispositif d'adaptation d'une frequence temporelle d'une sequence d'images video
US7558685B2 (en) * 2006-11-29 2009-07-07 Samplify Systems, Inc. Frequency resolution using compression
US7554467B2 (en) * 2007-07-31 2009-06-30 Novell, Inc. Network content in dictionary-based (DE)compression
US7930436B1 (en) * 2009-03-09 2011-04-19 Znosko Dmitry Y System and method for dynamically adjusting data compression parameters
KR20120062551A (ko) * 2010-12-06 2012-06-14 한국전자통신연구원 디지털 비디오 송신 장치 및 방법, 디지털 비디오 수신 장치 및 방법, 디지털 비디오 송수신 시스템
US9294113B2 (en) * 2011-07-05 2016-03-22 Massachusetts Institute Of Technology Energy-efficient time-stampless adaptive nonuniform sampling
CN102340667B (zh) * 2011-09-16 2013-06-12 沈阳航空航天大学 一种面向无线多媒体传感器网络的分布式图像传输方法
CN102833000B (zh) * 2012-08-14 2015-06-17 电信科学技术研究院 一种数据传输方法及设备
CN102821303B (zh) * 2012-08-31 2016-06-29 哈尔滨工程大学 一种像素级视频信息网络实时分级压缩传输方法
CN103347268B (zh) * 2013-06-05 2016-03-30 杭州电子科技大学 认知传感器网络中基于能量有效性观测的自适应压缩重构方法
US9788721B2 (en) * 2014-07-22 2017-10-17 Biobit, Inc. Low-power activity monitoring
KR20170046760A (ko) 2014-09-04 2017-05-02 피씨엠에스 홀딩스, 인크. 컨텍스트 이벤트 검출에 기초한 센서 노드 로컬리제이션 및 센서 네트워크 조직화를 위한 시스템 및 방법
CN104598735A (zh) * 2015-01-23 2015-05-06 四川大学 基于l1同伦恢复算法的时变同伦算法
US10015272B2 (en) * 2015-03-12 2018-07-03 Intel Corporation Method and apparatus for compaction of data received over a network
CN105120469B (zh) * 2015-07-06 2016-09-07 湘潭大学 基于压缩感知的质量可伸缩低信息密度数据收集方法
US9496894B1 (en) * 2015-10-21 2016-11-15 GE Lighting Solutions, LLC System and method for data compression over a communication network
CN105676222B (zh) * 2015-10-30 2018-09-21 中国人民解放军空军工程大学 一种合成孔径雷达数据自适应压缩与快速重构方法
WO2017114579A1 (en) * 2015-12-30 2017-07-06 Teraki Gmbh Method and system for obtaining and storing sensor data
US10435869B2 (en) * 2016-12-22 2019-10-08 Navilas Solutions, Inc. Spatial-temporal compression of sensing data for sensor network
US10149131B2 (en) * 2017-01-24 2018-12-04 Intel Corporation Compressive sensing for power efficient data aggregation in a wireless sensor network

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20110231155A1 (en) 2010-03-22 2011-09-22 General Electric Company Dynamically configurable sensor chassis
JP2013093707A (ja) 2011-10-25 2013-05-16 Nippon Telegr & Teleph Corp <Ntt> 信号処理システム及び信号処理方法
WO2017007546A1 (en) 2015-07-03 2017-01-12 Intel Corporation Apparatus and method for data compression in a wearable device

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US20210314001A1 (en) 2021-10-07
US11496150B2 (en) 2022-11-08
JP2021533667A (ja) 2021-12-02
WO2020030488A1 (en) 2020-02-13
EP3834441B1 (en) 2023-10-04
CN112534842A (zh) 2021-03-19
EP3834441A1 (en) 2021-06-16
CN112534842B (zh) 2024-05-28

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