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基于体感网与边缘计算的高空作业智能防护系统研究 被引量:1
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作者 潘巧 方百里 +2 位作者 李瀚儒 孙广通 叶翔 《自动化与信息工程》 2023年第6期15-21,共7页
随着我国高空项目建设(高压电线铺设和维护、超高层建筑建设等)需求的快速增长,高空作业防护信息化、智能化水平低的问题愈发凸显。该文围绕高空作业人员安全防护场景,利用体感网随时随地感知的特点,以及边缘计算就近提供服务的技术优势... 随着我国高空项目建设(高压电线铺设和维护、超高层建筑建设等)需求的快速增长,高空作业防护信息化、智能化水平低的问题愈发凸显。该文围绕高空作业人员安全防护场景,利用体感网随时随地感知的特点,以及边缘计算就近提供服务的技术优势,设计高空作业智能防护系统。重点设计了可充气的智能安全服、智能安全帽、智能安全扣,并针对高空作业人员定位与管理的需求,提出一种改进的PGSA-PSO定位算法。该系统有助于促进我国高空作业防护工作的进一步发展与提升。 展开更多
关键词 体感网 边缘计算 高空作业 智能防护系统 智能安全服 智能安全帽 智能安全扣
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基于体感网的可穿戴运动监测系统 被引量:7
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作者 汪丰 高帅锋 薛诗静 《电子产品世界》 2015年第1期64-67,71,共5页
可穿戴运动监测系统可方便地实现人体的运动姿态检测以及运动功能评估。本系统采用高集成度惯性传感器及近距离无线通信技术构建体感网,同步采集人体多个部位加速度和角速度信号,实现可穿戴的多节点运动监测。系统可应用于与人体运动功... 可穿戴运动监测系统可方便地实现人体的运动姿态检测以及运动功能评估。本系统采用高集成度惯性传感器及近距离无线通信技术构建体感网,同步采集人体多个部位加速度和角速度信号,实现可穿戴的多节点运动监测。系统可应用于与人体运动功能相关的研究,如帕金森病人运动功能评估等。 展开更多
关键词 可穿戴设备 体感网 惯性传 加速度信号
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基于体感网的健康监测系统研究 被引量:2
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作者 张博文 金新政 《智慧健康》 2016年第9期52-56,共5页
近年来体感网的出现与运用为打破传统健康监测模式提供了契机,为了对该领域进行探究,本文首先解读了体感网的概念与内涵,构建了体感网系统三层架构模型,在此基础上阐明了系统内层级间的作用与关系,指出实现该领域真正嵌入当下医疗服务... 近年来体感网的出现与运用为打破传统健康监测模式提供了契机,为了对该领域进行探究,本文首先解读了体感网的概念与内涵,构建了体感网系统三层架构模型,在此基础上阐明了系统内层级间的作用与关系,指出实现该领域真正嵌入当下医疗服务模式所面临的挑战。 展开更多
关键词 体感网 健康监测 系统架构
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基于体感网的脉搏振动觉恐惧情绪识别研究 被引量:2
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作者 鲍军荣 李坚 +3 位作者 杨彦明 寿小云 边大龙 谢黎 《心理技术与应用》 2014年第3期13-15,共3页
在智能系统、人机交互系统和对人自身的认识中,情绪识别担负着越来越重要的角色。恐惧情绪是人的一种基本情绪,恐惧情绪识别的方法多种多样,如人脸情绪识别、语音情绪识别、人体姿态情绪识别和人体生理信号情绪识别等。本文提出了使用... 在智能系统、人机交互系统和对人自身的认识中,情绪识别担负着越来越重要的角色。恐惧情绪是人的一种基本情绪,恐惧情绪识别的方法多种多样,如人脸情绪识别、语音情绪识别、人体姿态情绪识别和人体生理信号情绪识别等。本文提出了使用体感网感知人的生理参数,采集尺脉位置的心跳脉搏振动觉信息,再通过小波分析获得情绪识别需要的特征组合,实现恐惧情绪与非恐惧情绪识别的方法。本文通过原型实验,结合人体皮肤电阻的同步恐惧情绪识别和主观恐惧体验的报告,验证了恐惧体验识别的可靠性。 展开更多
关键词 恐惧情绪 情绪识别 体感网 脉搏信息 脉搏振动觉
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无线脉搏波测量及性别区分——基于在体传感网的多点测量应用 被引量:3
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作者 张伟 颜仕星 李国正 《计算机工程与应用》 CSCD 北大核心 2010年第35期231-234,共4页
人体脉搏波中包含着丰富的生理病理信息,在中国传统医学中深受重视。基于脉搏波测量传感器和在体传感器网络通信技术,设计并实现了一种无线脉搏波测量装置,使测量过程更加方便灵活,并能远程进行。在实测数据的基础上,引入多种时频特征... 人体脉搏波中包含着丰富的生理病理信息,在中国传统医学中深受重视。基于脉搏波测量传感器和在体传感器网络通信技术,设计并实现了一种无线脉搏波测量装置,使测量过程更加方便灵活,并能远程进行。在实测数据的基础上,引入多种时频特征提取方法和支持向量机进行了男女性别区分的探索,频域特征准确率为56%,时域特征作用不明显。实验结果支持了中医界对切脉判定性别的说法,并说明频域特征对性别区分是有一定启示作用的。 展开更多
关键词 中医信息化 脉搏波测量 时频特征提取 性别区分
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基于体感网的人体运动监测动作识别研究 被引量:2
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作者 梁园 《自动化与仪器仪表》 2016年第10期219-220,共2页
分析了基于体感网的动作识别过程,包括数据采集、数据预处理、数据的窗口分割、特征提取和选择、分类和识别过程,并以人体步态分析为例,验证了体感网识别的精确性。
关键词 体感网 步态分析
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基于体感网的远程医疗监护系统的设计 被引量:1
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作者 任静 嵇子航 《网络安全技术与应用》 2015年第3期47-48,共2页
本文研究并设计了一套基于体感网的远程医疗监护系统,系统由生理信号监测节点、通信网络及远程医疗监护系统组成。可穿戴式的生理信号监测节点负责采集人体的心电、血氧及体动信号,信号经Zig Bee及RS485通信网络传输至远程医疗监护系统... 本文研究并设计了一套基于体感网的远程医疗监护系统,系统由生理信号监测节点、通信网络及远程医疗监护系统组成。可穿戴式的生理信号监测节点负责采集人体的心电、血氧及体动信号,信号经Zig Bee及RS485通信网络传输至远程医疗监护系统平台。在对数据的处理过程中,采用提高有效负载数据比例及多线程的方法,降低误包率,提高有效采样频率。设计了基于几何特征的波峰识别算法计算心率、血氧饱和度值。经测试表明系统具有较高的采样质量,稳定性强,可以实现生理参数采集、传输、存储、监测及预警功能,对居家健康监测及缓解医疗资源紧张问题有重要的意义。 展开更多
关键词 体感网 远程医疗监护系统 生理信号监测 多线程
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面向普适健康服务的无线体域传感网
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作者 陆希玉 苏厉 +1 位作者 金德鹏 曾烈光 《传感器与微系统》 CSCD 北大核心 2013年第4期113-115,118,共4页
面向普适健康服务的无线体域传感网要求网络满足高速、低功耗的要求。通过采用超宽带技术,结合普适健康服务业务需求,构建了高速、低功耗的无线体域传感网。该网络能够支持多种传感器同时检测,通过高速物理层接口,做到生理信息的及时传... 面向普适健康服务的无线体域传感网要求网络满足高速、低功耗的要求。通过采用超宽带技术,结合普适健康服务业务需求,构建了高速、低功耗的无线体域传感网。该网络能够支持多种传感器同时检测,通过高速物理层接口,做到生理信息的及时传输。实际原型系统测试表明:该原型系统能够支持10个以上节点,在3 m范围内提供100 Mbps的网络速率,并且发送节点平均功耗小于10 mW。 展开更多
关键词 无线通信 超宽带 无线域传
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中国文化背景下网络游戏的发展方向
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作者 闫欢 于延 +1 位作者 张润哲 朱玥玓 《黑龙江科学》 2015年第2期55-55,57,共2页
中国网络游戏历经了从代理到自主研发的过程,标志着越来越多的中国文化元素能够在网络游戏中体现。网络游戏的文化内容呈现形式极其丰富,融合了文学、美术、戏剧、音乐、电影、舞蹈等艺术表现形式。网络游戏作为文化传播的载体,其游戏... 中国网络游戏历经了从代理到自主研发的过程,标志着越来越多的中国文化元素能够在网络游戏中体现。网络游戏的文化内容呈现形式极其丰富,融合了文学、美术、戏剧、音乐、电影、舞蹈等艺术表现形式。网络游戏作为文化传播的载体,其游戏文化内涵则显示的是中国文化所追求的内容,能够直接表达出当代世界观和价值观。 展开更多
关键词 络游戏 中国文化 体感网
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基于HMMs和SVM的人体日常动作序列分割识别研究 被引量:4
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作者 武东辉 王哲龙 陈野 《大连理工大学学报》 EI CAS CSCD 北大核心 2015年第4期411-416,共6页
随着微机电系统(MEMS)研究的精细化,人体传感器网络(简称体感网)技术在医疗监护领域有了长足发展,而人体动作分析与识别是体感网中富有挑战性的研究课题.采用动态隐马尔可夫模型(HMMs)方法对基于用体感网技术的人体动作序列进行了分割,... 随着微机电系统(MEMS)研究的精细化,人体传感器网络(简称体感网)技术在医疗监护领域有了长足发展,而人体动作分析与识别是体感网中富有挑战性的研究课题.采用动态隐马尔可夫模型(HMMs)方法对基于用体感网技术的人体动作序列进行了分割,并且对分割精准度进行了度量分析.从实验结果可以看到,动态HMMs方法优于LIR和Top-Down方法,其分割精准度达到了80%以上.对分割后的数据提取均值、方差等特征,采用支持向量机(SVM)方法分类识别的结果表明所提分割方法具有良好的稳健性,平均识别准确率在89%左右,与手动分割接近. 展开更多
关键词 隐马尔可夫模型(HMMs) 支持向量机(SVM) 动作识别 体感网(BSN)
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基于BSN识别双人交互动作方法的研究 被引量:3
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作者 陈野 王哲龙 武东辉 《计算机工程与应用》 CSCD 2014年第13期1-5,20,共6页
基于体感网对人体动作进行识别的很多研究都是针对单人动作,很少有研究讨论双人交互动作的识别。针对双人交互动作中两人肢体行为的特点,提出了一种隐马尔可夫模型和马尔可夫逻辑网相结合的方法。其中,单人原子行为通过建立隐马尔可夫... 基于体感网对人体动作进行识别的很多研究都是针对单人动作,很少有研究讨论双人交互动作的识别。针对双人交互动作中两人肢体行为的特点,提出了一种隐马尔可夫模型和马尔可夫逻辑网相结合的方法。其中,单人原子行为通过建立隐马尔可夫模型来进行识别,在两人交互行为的语义建模中,建立一阶逻辑知识库,并通过训练马尔可夫逻辑网来最终实现两人交互行为的决策。实验结果表明,与基于特征层数据融合的一些方法相比,该方法获得了更高的识别精度,能够有效地识别出双人交互动作。 展开更多
关键词 体感网 双人交互动作 隐马尔可夫模型 数据融合 一阶逻辑 马尔可夫逻辑
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The Study of Farmland Information Management System based on Wireless Sensor Networks 被引量:2
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作者 余华 吕宁波 《Agricultural Science & Technology》 CAS 2010年第7期183-185,188,共4页
To satisfy the need of good quality and high yield primary production,the farmland information management system based on wireless Sensor Network has been proposed.We give priority to analyzing the basic function of t... To satisfy the need of good quality and high yield primary production,the farmland information management system based on wireless Sensor Network has been proposed.We give priority to analyzing the basic function of the system,building the systematic structure of applied system and network system,and implementing the energy control and safety design of system.The system can reduce manpower operation and the error of manual measuration in the course of practical production,reduce the cost of agricultural production,and realize automatization of agricultural production to the largest extent to provide an effective way to realize good quality and high yield primary production,which has an important realistic meaning. 展开更多
关键词 Wireless Sensor Network System structure Energy control System safety
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AUTHENTICATED SYMMETRIC-KEY ESTABLISHMENT FOR MEDICAL BODY SENSOR NETWORKS 被引量:6
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作者 Bao Shudi Poon Carmen C.Y. +1 位作者 Shen Lianfeng Zha.ng Yuanting 《Journal of Electronics(China)》 2007年第3期421-427,共7页
This study concerns security issues of the emerging Wireless Body Sensor Network (WBSN) formed by biomedical sensors worn on or implanted in the human body for mobile healthcare appli-cations. A novel authenticated sy... This study concerns security issues of the emerging Wireless Body Sensor Network (WBSN) formed by biomedical sensors worn on or implanted in the human body for mobile healthcare appli-cations. A novel authenticated symmetric-key establishment scheme is proposed for WBSN,which fully exploits the physiological features obtained by network entities via the body channel available in WBSN but not other wireless networks. The self-defined Intrinsic Shared Secret (ISS) is used to replace the pre-deployment of secrets among network entities,which thus eliminates centralized services or au-thorities essential in existing protocols,and resolves the key transport problem in the pure symmet-ric-key cryptosystem for WBSN as well. The security properties of the proposed scheme are demon-strated in terms of its attack complexity and the types of attacks it can resist. Besides,the scheme can be implemented under a light-weight way in WBSN systems. Due to the importance of the ISS concept,the analysis on using false acceptance/false rejection method to evaluate the performance of ISS for its usage in the scheme is also demonstrated. 展开更多
关键词 Wireless Body Sensor Network (WBSN) Network security Authenticated key estab-lishment Physiological feature
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Design of Wireless Multi-media Sensor Network for Precision Agriculture
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作者 尹首一 刘雷波 +2 位作者 周韧研 孙忠富 魏少军 《China Communications》 SCIE CSCD 2013年第2期71-88,共18页
To satisfy the needs of modem pre-cision agriculture, a Precision Agriculture Sensing System (PASS) is designed, which is based on wireless multimedia sensor network. Both hardware and software of PASS are tai-lored... To satisfy the needs of modem pre-cision agriculture, a Precision Agriculture Sensing System (PASS) is designed, which is based on wireless multimedia sensor network. Both hardware and software of PASS are tai-lored for sensing in wide farmland without human supervision. A dedicated single-chip sensor node platform is designed specially for wireless multi-media sensor network. To guarantee the bulky data transmission, a bit-map index reliable data transmission mecha-nism is proposed. And a battery-array switch-ing system is design to power the sensor node to elongate the lifetime. The effectiveness and performance of PASS have been evaluated through comprehensive experiments and large-scale real-life deployment. 展开更多
关键词 wireless sensor network low-power design reliable transmission pre-cision agriculture
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Gene-Ontology Analysis on the Differentially Expressed Genes in Maize (Zea mays L.) Ear Rot 被引量:2
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作者 Guang-Sheng Yuan Jian Gao Zhi-Ming Zhang Juan Du Gui-Qing Mu Guang-Tang Pan 《Journal of Life Sciences》 2013年第3期219-226,共8页
To better know FM (Fusarium moniliforme) induced genes in maize ear rot, GO (gene ontology) method was performed to analyze detail physiological functions in the defensive response after pathogen infection. This g... To better know FM (Fusarium moniliforme) induced genes in maize ear rot, GO (gene ontology) method was performed to analyze detail physiological functions in the defensive response after pathogen infection. This gene annotation system was widely used to investigate large numbers of genes involving in real active role or regulator in cell response. First of all, differentially expressed genes were isolated by using genechip platform at 96 h post-inoculation with FM in maize inbred Bt-1. In total, 482 differentially expressed unique genes were screened out in inbred Bt-1 when compared to mock-inoculated bract tissues. Then, each gene was annotated to define functional class by GO method. Finally, these large FM-responsive genes with significant differentially change were sorted into cellular component, molecular function and biological process with complicated network by molecular annotation system. The demonstrated information in the GO analysis could provide another view for understanding the molecular mechanism and indicate a deeply complicated network with gene function underlying disease development in the host tissue. The findings in this study provide important bases to probe the molecular processes, the alteration of metabolism and the immune mechanism upon the FM infection in maize. 展开更多
关键词 Ear rot GENECHIP Fusarium moniliforme gene ontology Zea mays.
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A low-cost compact AES architecture for wireless sensor network
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作者 易立华 Zou Xuecheng Liu Zhenglin Dan Yongping Zou Wanghui 《High Technology Letters》 EI CAS 2010年第2期184-188,共5页
The implementation of small size cryptography algorithm is a critical problem for wireless sensor network. A low cost compact intellectual property (IP) core of the entire advanced encryption standard (AES) algori... The implementation of small size cryptography algorithm is a critical problem for wireless sensor network. A low cost compact intellectual property (IP) core of the entire advanced encryption standard (AES) algorithm for wireless sensor network is presented in this paper. A compact encryption and decryption system using only four sharing S-Boxes is obtained, employing sharing between the encryption and decryption processes. Our design proposes use of composite field data path for the SubBytes and InvSubBytes transformations. With an implementation of the AES block cipher with Virtex Ⅱ Pro FPGA using0.13μm and 90nm process technology, our area optimized consumes 16.8k equivalent gates. The speed of this implementation is also reduced to 0.45Gbits/s. Compared with previous implementations, our design achieves significant low-cost area with acceptable throughput. 展开更多
关键词 advanced encryption standard (AES) S-Boxes key expansion implement
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ENERGY EFFICIENT DISTRIBUTED STEGANOGRAPHY FOR SECURE COMMUNICATION IN WIRELESS MULTIMEDIA SENSOR NETWORKS 被引量:1
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作者 Lin Qiaomin Wang Ruchuan +1 位作者 Ye Ning Wang Zhongqin 《Journal of Electronics(China)》 2013年第1期9-16,共8页
A secure communication mechanism is necessary in the applications of Wireless Multimedia Sensor Networks (WMSNs), which is more vulnerable to security attacks due to the presence of multimedia data. Additionally, give... A secure communication mechanism is necessary in the applications of Wireless Multimedia Sensor Networks (WMSNs), which is more vulnerable to security attacks due to the presence of multimedia data. Additionally, given the limited technological resources (in term of energy, computation, bandwidth, and storage) of sensor nodes, security and privacy policies have to be combined with energy-aware algorithms and distributed processing of multimedia contents in WMSNs. To solve these problems in this paper, an energy efficient distributed steganography scheme, which combines steganography technique with the concept of distributed computing, is proposed for secure communication in WMSNs. The simulation results show that the proposed method can achieve considerable energy efficiency while assuring the communication security simultaneously. 展开更多
关键词 Discrete Wavelet Transform (DWT) Distributed steganography Energy efficiency Perfect hash Wireless Multimedia Sensor Networks (WMSNs)
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The Design & Implementation of Multimedia Sensor Node and the Building of Multimedia Network in Smart Home
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作者 Chao DENG 《International Journal of Technology Management》 2013年第2期8-10,共3页
With the requirements of multimedia service increasing in people' s life, sensor modules such as microphone, camera are added in the smart home' s sensor network, and the acquisition and processing of a large amount... With the requirements of multimedia service increasing in people' s life, sensor modules such as microphone, camera are added in the smart home' s sensor network, and the acquisition and processing of a large amount of information media such as audio, image and video is becoming a significant characteristics of smart home. The paper focuses on solving the following technical problems: the building of Zigbee multimedia network, the Design and selection of multimedia sensor node. These provide the basic network platform and the core technical support for the building of smart home. 展开更多
关键词 Smart Home Zigbee Network Multimedia Sensor Node Charge Coupled Device SCCB Bus
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Generation Y and Online Advertising: Perceptions and Preferences of Social Media Networking Sites (SMNSs)
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作者 Bellarmine A. Ezumah 《Journalism and Mass Communication》 2013年第6期343-350,共8页
Because most people consider advertising as an irritant and a distraction and would avoid it, should there be an alternative, advertising agencies strive to utilize the interactive, demassifying, and asynchronous qual... Because most people consider advertising as an irritant and a distraction and would avoid it, should there be an alternative, advertising agencies strive to utilize the interactive, demassifying, and asynchronous qualities of newer technologies to create an appealing advertisement. The current study investigates whether college students' attitudes toward advertising on traditional media are different when online advertising is used, especially on Social Media Networking Sites (SMNSs). Employing the concept of reciprocity (of replicating offline attitudes online) and the flow theory that relates one's concentration on an activity and its impact on other occurrences happening around him/her, 287 college students responded to a questionnaire on their perceptions of online advertising, their preferred SMNS, and the SMNS on which they would consider viewing an advertising message. The results showed that 57.8% of the participants avoid online advertising at all costs, which is similar to their offline perception of advertising. Some 42.2% reported that they may consider viewing online advertising if the attributes of relevance, interest, creativity, and interactivity are present, as in viral advertisement. In addition, among the four SMNSs reviewed--Facebook, MySpace, Twitter, and Linkedln--a majority of students indicated that Facebook is their preferred site for online advertising because it allows for creativity and they consider those messages credible, especially if their Facebook friends tagged, liked, or shared the advertisement. 展开更多
关键词 online advertising FACEBOOK TWITTER Linkedln Generation Y
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A time domain multiple-CFOs and CIRs estimation algorithm over wireless multimedia sensor networks
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作者 姜建 《High Technology Letters》 EI CAS 2009年第3期294-300,共7页
Channel parameters estimation in an orthogonal for the receiver station is a multi-dimensional (MD) frequency division multiple access (OFDMA) system optimization problem, because every user node has a separate lo... Channel parameters estimation in an orthogonal for the receiver station is a multi-dimensional (MD) frequency division multiple access (OFDMA) system optimization problem, because every user node has a separate local oscillator and every transmitter to receiver link has individual carrier frequency offset (CFO) and channel impulse response (CIR) parameters. In order to reduce the computational complexity for MD optimization, a time domain CFOs and CIRs estimation algorithm over the OFDMA based wireless multimedia sensor networks (WMSN) is proposed in this paper. In this algorithm, the receiver station can decouple the signal from every node by correlation based on specially designed training sequences, so that the MD optimization problem is simplified to an 1-D optimal problem. It is proved that the multiple CFOs can be identified from the correlation result using the phase shift of the consecutive training se- quences. Based on the CFOs estimation result, the CIRs can then he estimated according to the minimum mean square error (MMSE) criterion. The theoretic analysis and simulation results show that the proposed algorithm can effectively decouple the signal from different user nodes and the bit error rate (BER) per- formance curves are close to the ideal estimation when the user number is not large. 展开更多
关键词 wireless multimedia sensor networks (WMSN) orthogonal frequency division multiple access (OFDMA) multiple carrier frequency offsets (CFOs) multiple channel impulse responses (CIRs) minimum mean square error (MMSE)
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