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Structured Sparse Coding With the Group Log-regularizer for Key Frame Extraction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 10, 页码: 1818-1830
作者:  Zhenni Li;  Yujie Li;  Benying Tan;  Shuxue Ding;  Shengli Xie
Adobe PDF(23281Kb)  |  收藏  |  浏览/下载:135/22  |  提交时间:2022/09/08
Difference of convex algorithm (DCA)  group log-regularizer  key frame extraction  structured sparse coding  
Development and Control of Underwater Gliding Robots: A Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 9, 页码: 1543-1560
作者:  Jian Wang;  Zhengxing Wu;  Huijie Dong;  Min Tan;  Junzhi Yu
Adobe PDF(11298Kb)  |  收藏  |  浏览/下载:300/159  |  提交时间:2022/08/19
Buoyancy driven  motion control  oceanic applications  system development  underwater gliding robots  
Complex-Valued Neural Networks: A Comprehensive Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1406-1426
作者:  ChiYan Lee;  Hideyuki Hasegawa;  Shangce Gao
Adobe PDF(1612Kb)  |  收藏  |  浏览/下载:197/44  |  提交时间:2022/08/01
Complex activation function  complex backpropagation algorithm  complex-valued learning algorithm  complex-valued neural network  deep learning  
Visuals to Text: A Comprehensive Review on Automatic Image Captioning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1339-1365
作者:  Yue Ming;  Nannan Hu;  Chunxiao Fan;  Fan Feng;  Jiangwan Zhou;  Hui Yu
Adobe PDF(56128Kb)  |  收藏  |  浏览/下载:163/21  |  提交时间:2022/08/01
Artificial intelligence  attention mechanism  encoder-decoder framework  image captioning  multi-modal understanding  training strategies  
A Primal-Dual SGD Algorithm for Distributed Nonconvex Optimization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 5, 页码: 812-833
作者:  Xinlei Yi;  Shengjun Zhang;  Tao Yang;  Tianyou Chai;  Karl Henrik Johansson
Adobe PDF(2533Kb)  |  收藏  |  浏览/下载:187/53  |  提交时间:2022/04/24
Distributed nonconvex optimization  linear speedup  Polyak-Łojasiewicz (P-Ł) condition  primal-dual algorithm  stochastic gradient descent  
On the System Performance of Mobile Edge Computing in an Uplink NOMA WSN With a Multiantenna Access Point Over Nakagami-m Fading 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 4, 页码: 668-685
作者:  Van-Truong Truong, Van Nhan Vo, Dac-Binh Ha, Chakchai So-In
Adobe PDF(3896Kb)  |  收藏  |  浏览/下载:154/51  |  提交时间:2022/03/09
Mobile edge computing (MEC),Nakagami-m fading,offloading,selection combining (SC)/maximal ratio combining (MRC),successful computation probability (SCP),uplink nonorthogonal multiple access (NOMA),wireless sensor networks (WSNs)