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检索条件"机构=Signal Processing and Embedded Systems"
99 条 记 录,以下是1-10 订阅
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Software Implementation and Performance of a Computational Complexity Reduced Belief Propagation Polar Code Decoder
Software Implementation and Performance of a Computational C...
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2023 International Conference on Electrical, Computer, Communications and Mechatronics Engineering, ICECCME 2023
作者: Van Den Brink, Arvid B. Meteer, Oǧuz Bekooij, Marco J.G. University of Twente Department of Computer Architectures for Embedded Systems Enschede Netherlands Nxp Semiconductors Department of Embedded Software and Signal Processing Eindhoven Netherlands
The belief propagation algorithm is one of the preferred algorithms for a polar code based decoder that can potentially achieve the lowest latency. Although belief propagation polar code algorithms have the ability fo... 详细信息
来源: 评论
Fusion Model Using a Neural Network and MLE for a Single Snapshot DOA Estimation with Imperfection Mitigation
Fusion Model Using a Neural Network and MLE for a Single Sna...
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2023 IEEE International Radar Conference, RADAR 2023
作者: De Oliveira, Marcio L. Lima Bekooij, Marco J. G. University of Twente Computer Architecture for Embedded Systems Enschede Netherlands University of Twente Department of Embedded Software and Signal Processing Nxp Semiconductors Eindhoven Netherlands
In this paper, we discuss the fusion of deep neural networks with the Maximum Likelihood Estimation (MLE) algorithm for estimating both the Direction Of Arrival (DOA) of MIMO radars and the number of sources for a sin... 详细信息
来源: 评论
Association of Camera and Radar Detections Using Neural Networks
Association of Camera and Radar Detections Using Neural Netw...
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IEEE National Conference on Radar
作者: Konstantinos Fatseas Marco J.G. Bekooij Computer Architectures for Embedded Systems University of Twente Enschede The Netherlands Embedded Software and Signal Processing NXP Semiconductors Eindhoven The Netherlands
Automotive radar and camera fusion relies on linear point transformations from one sensor's coordinate system to the other. However, these transformations cannot handle non-linear dynamics and are susceptible to s...
来源: 评论
Weakly Supervised Semantic Segmentation for Range-Doppler Maps  18
Weakly Supervised Semantic Segmentation for Range-Doppler Ma...
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18th European Radar Conference, EuRAD 2021
作者: Fatseas, Konstantinos Bekooij, Marco J.G. University of Twente Department of Computer Architectures for Embedded Systems Netherlands NXP Semiconductors Department of Embedded Software and Signal Processing Netherlands
Deep convolutional neural networks (DCNNs) have been successfully applied for object detection and semantic segmentation of radar range-Doppler (RD) maps. However, training a DCNN requires many annotated examples that... 详细信息
来源: 评论
Software Implementation and Performance of a Computational Complexity Reduced Belief Propagation Polar Code Decoder
Software Implementation and Performance of a Computational C...
收藏 引用
Electrical, Computer, Communications and Mechatronics Engineering (ICECCME), International Conference on
作者: Arvid B. Van Den Brink Oğuz Meteer Marco J.G. Bekooij Department of Computer Architectures for Embedded Systems University of Twente Enschede The Netherlands Department of Embedded Software and Signal Processing NXP Semiconductors Eindhoven The Netherlands
The belief propagation algorithm is one of the preferred algorithms for a polar code based decoder that can potentially achieve the lowest latency. Although belief propagation polar code algorithms have the ability fo...
来源: 评论
Fusion Model Using a Neural Network and MLE for a Single Snapshot DOA Estimation with Imperfection Mitigation
Fusion Model Using a Neural Network and MLE for a Single Sna...
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IEEE International Conference on Radar
作者: Marcio L. Lima De Oliveira Marco J. G. Bekooij Computer Architecture for Embedded Systems University of Twente Enschede The Netherlands Department of Embedded Software and Signal Processing NXP Semiconductors University of Twente Eindhoven The Netherlands
In this paper, we discuss the fusion of deep neural networks with the Maximum Likelihood Estimation (MLE) algorithm for estimating both the Direction Of Arrival (DOA) of MIMO radars and the number of sources for a sin...
来源: 评论
A Panchromatic Image-based Spectral Imagery Super Resolution Algorithm
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Chinese Journal of Electronics 2023年 第4期20卷 617-620页
作者: WANG Suyu ZHUO Li LI Xiaoguang Signal and Information Processing Laboratory Beijing University of Technology Beijing China Embedded Software and Systems Institute Beijing University of Technology Beijing China
A panchromatic image based spectral imagery super resolution algorithm is proposed to resolve the problem of remote sensing image resolution enhancement in this paper. A simple gray scale mapping method is first prese... 详细信息
来源: 评论
Challenges Using FPGA Clusters for Distributed CNN Training
Challenges Using FPGA Clusters for Distributed CNN Training
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International Conference on Field Programmable Logic and Applications
作者: Philipp Kreowsky Justin Knapheide Benno Stabernack Fraunhofer Institute for Telecommunications Heinrich Hertz Institute Berlin Germany Embedded Systems Architectures for Signal Processing University of Potsdam Potsdam Germany
While FPGAs are well-established in the field of CNN inference, there is a lack of research regarding CNN training. To mitigate this, we develop an easy-to-use framework for CNN training on network-attached FPGA clust...
来源: 评论
Demonstrating NADA: A Workflow for Distributed CNN Training on FPGA Clusters
Demonstrating NADA: A Workflow for Distributed CNN Training ...
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International Conference on Field Programmable Logic and Applications
作者: Justin Knapheide Philipp Kreowsky Benno Stabernack Fraunhofer Institute for Telecommunications Heinrich Hertz Institute Berlin Germany University of Potsdam Embedded Systems Architectures for Signal Processing Potsdam Germany
We introduce our Network Attached Deep learning Accelerator called NADA, which consists of a novel and flexible HW/SW framework for efficient training of deep neural networks on FPGA clusters. NADA is centered around ...
来源: 评论
Energy-Efficient Radix-4 Belief Propagation Polar Code Decoding Using an Efficient Sign-Magnitude Adder and Clock Gating
Energy-Efficient Radix-4 Belief Propagation Polar Code Decod...
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Euromicro Symposium on Digital System Design
作者: Oğuz Meteer Arvid Van Den Brink Marco J.G. Bekooij Department of Computer Architectures for Embedded Systems University of Twente Enschede The Netherlands Department of Embedded Software and Signal Processing NXP Semiconductors Eindhoven The Netherlands
Polar encoding is the first information coding method that has been proven to achieve channel capacity for binary-input discrete memoryless channels. Since its introduction, much research has been done on improving de... 详细信息
来源: 评论