CN112534842B - 使用分布式计算网络的边缘节点的压缩感测系统和方法 - Google Patents

使用分布式计算网络的边缘节点的压缩感测系统和方法 Download PDF

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CN112534842B
CN112534842B CN201980052244.5A CN201980052244A CN112534842B CN 112534842 B CN112534842 B CN 112534842B CN 201980052244 A CN201980052244 A CN 201980052244A CN 112534842 B CN112534842 B CN 112534842B
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data signal
signal
compressed data
edge node
downsampling
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CN112534842A (zh
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O·P·奥拉莱耶
A·莫蒂
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Signify Holding BV
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    • H—ELECTRICITY
    • H03—ELECTRONIC CIRCUITRY
    • H03M—CODING; DECODING; CODE CONVERSION IN GENERAL
    • H03M7/00—Conversion 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
    • H03M7/30—Compression; Expansion; Suppression of unnecessary data, e.g. redundancy reduction
    • H03M7/3059—Digital compression and data reduction techniques where the original information is represented by a subset or similar information, e.g. lossy compression
    • H03M7/3062—Compressive sampling or sensing
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
    • H04W4/18—Information 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
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F7/00—Methods or arrangements for processing data by operating upon the order or content of the data handled
    • G06F7/58—Random or pseudo-random number generators
    • G06F7/588—Random number generators, i.e. based on natural stochastic processes
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00—Network arrangements or protocols for supporting network services or applications
    • H04L67/01—Protocols
    • H04L67/10—Protocols in which an application is distributed across nodes in the network
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04Q—SELECTING
    • H04Q9/00—Arrangements 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
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
    • H04W4/30—Services specially adapted for particular environments, situations or purposes
    • H04W4/38—Services 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)
CN201980052244.5A 2018-08-07 2019-07-31 使用分布式计算网络的边缘节点的压缩感测系统和方法 Active CN112534842B (zh)

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US201862715472P 2018-08-07 2018-08-07
US62/715472 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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CN112534842B true CN112534842B (zh) 2024-05-28

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EP (1) EP3834441B1 (https=)
JP (1) JP7413352B2 (https=)
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WO (1) WO2020030488A1 (https=)

Families Citing this family (2)

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Publication number Priority date Publication date Assignee Title
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 (16)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1185060A (zh) * 1996-12-11 1998-06-17 惠普公司 压缩电子墨迹的方法和装置
WO2004102949A1 (en) * 2003-05-13 2004-11-25 Medical Insight A/S Method and system for remote and adaptive visualization of graphical image data
CN101401434A (zh) * 2006-03-14 2009-04-01 佳能株式会社 用于改变视频图像序列的时间频率的方法和装置
US7930436B1 (en) * 2009-03-09 2011-04-19 Znosko Dmitry Y System and method for dynamically adjusting data compression parameters
EP2369748A1 (en) * 2010-03-22 2011-09-28 General Electric Company Dynamically configurable sensor chassis
CN102340667A (zh) * 2011-09-16 2012-02-01 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
JP2012124899A (ja) * 2010-12-06 2012-06-28 Korea Electronics Telecommun デジタルビデオ送信装置及び方法、デジタルビデオ受信装置及び方法、デジタルビデオ送受信システム
CN102821303A (zh) * 2012-08-31 2012-12-12 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
CN102833000A (zh) * 2012-08-14 2012-12-19 电信科学技术研究院 一种数据传输方法及设备
CN103347268A (zh) * 2013-06-05 2013-10-09 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
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
CN105120469A (zh) * 2015-07-06 2015-12-02 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
CN105676222A (zh) * 2015-10-30 2016-06-15 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
WO2017007546A1 (en) * 2015-07-03 2017-01-12 Intel Corporation Apparatus and method for data compression in a wearable device
CN107409152A (zh) * 2015-03-12 2017-11-28 英特尔公司 用于压缩通过网络接收的数据的方法和装置
CN108141244A (zh) * 2015-10-21 2018-06-08 通用电气照明解决方案有限责任公司 用于通过通信网络的数据压缩的系统和方法

Family Cites Families (11)

* 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
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
US9294113B2 (en) * 2011-07-05 2016-03-22 Massachusetts Institute Of Technology Energy-efficient time-stampless adaptive nonuniform sampling
JP5670860B2 (ja) 2011-10-25 2015-02-18 日本電信電話株式会社 信号処理システム及び信号処理方法
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
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 (16)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1185060A (zh) * 1996-12-11 1998-06-17 惠普公司 压缩电子墨迹的方法和装置
WO2004102949A1 (en) * 2003-05-13 2004-11-25 Medical Insight A/S Method and system for remote and adaptive visualization of graphical image data
CN101401434A (zh) * 2006-03-14 2009-04-01 佳能株式会社 用于改变视频图像序列的时间频率的方法和装置
US7930436B1 (en) * 2009-03-09 2011-04-19 Znosko Dmitry Y System and method for dynamically adjusting data compression parameters
EP2369748A1 (en) * 2010-03-22 2011-09-28 General Electric Company Dynamically configurable sensor chassis
JP2012124899A (ja) * 2010-12-06 2012-06-28 Korea Electronics Telecommun デジタルビデオ送信装置及び方法、デジタルビデオ受信装置及び方法、デジタルビデオ送受信システム
CN102340667A (zh) * 2011-09-16 2012-02-01 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
CN102833000A (zh) * 2012-08-14 2012-12-19 电信科学技术研究院 一种数据传输方法及设备
CN102821303A (zh) * 2012-08-31 2012-12-12 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
CN103347268A (zh) * 2013-06-05 2013-10-09 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
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
CN107409152A (zh) * 2015-03-12 2017-11-28 英特尔公司 用于压缩通过网络接收的数据的方法和装置
WO2017007546A1 (en) * 2015-07-03 2017-01-12 Intel Corporation Apparatus and method for data compression in a wearable device
CN105120469A (zh) * 2015-07-06 2015-12-02 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
CN108141244A (zh) * 2015-10-21 2018-06-08 通用电气照明解决方案有限责任公司 用于通过通信网络的数据压缩的系统和方法
CN105676222A (zh) * 2015-10-30 2016-06-15 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

Non-Patent Citations (5)

* Cited by examiner, † Cited by third party
Title
Mehmet Yamaç,Can Altay,Bülent Sankur.Optimal quantization for distributed compressive sensing.2017 25th Signal Processing and Communications Applications Conference (SIU).2017,全文. *
一种基于时空相关性和异常检测的改进WSN节能策略;万叶晶;叶继华;江爱文;;传感技术学报(第08期);全文 *
基于动态数据压缩的能量采集无线传感网络数据收集优化;谢小军;于浩;陶磊;张信明;;计算机应用(第08期);全文 *
基于提升格式的实时数据压缩和重构算法;闫常友, 杨奇逊, 刘万顺;中国电机工程学报(第09期);全文 *
气象数据网格中大量小文件传输优化;曹浩;硕士电子期刊;全文 *

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US20210314001A1 (en) 2021-10-07
US11496150B2 (en) 2022-11-08
JP2021533667A (ja) 2021-12-02
WO2020030488A1 (en) 2020-02-13
JP7413352B2 (ja) 2024-01-15
EP3834441B1 (en) 2023-10-04
CN112534842A (zh) 2021-03-19
EP3834441A1 (en) 2021-06-16

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