Research on System Architecture Based on Deep Learning
Convolutional Neural Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 514
Caijuan Chen, and Ying Tong
Research on the Development and Application of Unmanned
Aerial Vehicles . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 523
Kai Qiu, Chifei Zhou, Yijing Liu, Lanlan Gao, Xianzhou Dong,
and Jiang Cao
Recent Development of Commercial Satellite Communications
Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 531
Jinhui Huang, and Jiang Cao
Feature-Aware Adaptive Denoiser-Selection for Compressed Image
Reconstruction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 537
Mengke Ma, Dongqing Li, Shaohua Wu, and Qinyu Zhang
AI-Assisted Complex Wireless Network Evaluation Using Dynamic
Ranking Scheme . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 546
Yuan Gao, Jiang Cao, Weigui Zhou, Chao Qing, Hong Ao, Su Hu,
Junsong Yin, ShuangShuang Wang, Xiangyang Li, and Haosen Yu
Re-sculpturing Semantic Web of Things as a Strategy for Internet
of Things’ Intrinsic Contradiction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 554
Jingmin An, Guanyu Li, Bo Ning, Wei Jiang, and Yunhao Sun
The Precise Location Method for Initial Target Based on Fused
Information . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 563
Yan Junhua, Xu Zhenyu, Zhang Yin, Yang Yong, and Su Kai
CMnet: A Compact Model for License Plate Detection . . . . . . . . . . . . . 576
Yao Cheng, Xin Zhou, and Bo Ning
Parallelization of Preprocessing for Automatic Detection
of Pulmonary Nodules in 3D CT Images . . . . . . . . . . . . . . . . . . . . . . . . 584
Junpeng Weng, Yu Tang, and Di Lin
Predicting the Trajectory Tracking Control of Unmanned Surface
Vehicle Based on Deep Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 591
Wenli Sun, and Xu Gao
Coordinated Learning for Lane Changing Based on Coordination
Graph and Reinforcement Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . 599
Hao Zuo, Huaiwei Si, Nan Ding, Xin Wang, and Guozhen Tan
Pretreatment Method of Deep Learning Method for Target Detection
in Sea Clutter . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 608
Yanan Xu, Ningbo Liu, Hao Ding, Yonghua Xue, and Jian Guan
x
Contents
Convolutional Neural Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 514
Caijuan Chen, and Ying Tong
Research on the Development and Application of Unmanned
Aerial Vehicles . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 523
Kai Qiu, Chifei Zhou, Yijing Liu, Lanlan Gao, Xianzhou Dong,
and Jiang Cao
Recent Development of Commercial Satellite Communications
Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 531
Jinhui Huang, and Jiang Cao
Feature-Aware Adaptive Denoiser-Selection for Compressed Image
Reconstruction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 537
Mengke Ma, Dongqing Li, Shaohua Wu, and Qinyu Zhang
AI-Assisted Complex Wireless Network Evaluation Using Dynamic
Ranking Scheme . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 546
Yuan Gao, Jiang Cao, Weigui Zhou, Chao Qing, Hong Ao, Su Hu,
Junsong Yin, ShuangShuang Wang, Xiangyang Li, and Haosen Yu
Re-sculpturing Semantic Web of Things as a Strategy for Internet
of Things’ Intrinsic Contradiction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 554
Jingmin An, Guanyu Li, Bo Ning, Wei Jiang, and Yunhao Sun
The Precise Location Method for Initial Target Based on Fused
Information . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 563
Yan Junhua, Xu Zhenyu, Zhang Yin, Yang Yong, and Su Kai
CMnet: A Compact Model for License Plate Detection . . . . . . . . . . . . . 576
Yao Cheng, Xin Zhou, and Bo Ning
Parallelization of Preprocessing for Automatic Detection
of Pulmonary Nodules in 3D CT Images . . . . . . . . . . . . . . . . . . . . . . . . 584
Junpeng Weng, Yu Tang, and Di Lin
Predicting the Trajectory Tracking Control of Unmanned Surface
Vehicle Based on Deep Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 591
Wenli Sun, and Xu Gao
Coordinated Learning for Lane Changing Based on Coordination
Graph and Reinforcement Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . 599
Hao Zuo, Huaiwei Si, Nan Ding, Xin Wang, and Guozhen Tan
Pretreatment Method of Deep Learning Method for Target Detection
in Sea Clutter . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 608
Yanan Xu, Ningbo Liu, Hao Ding, Yonghua Xue, and Jian Guan
x
Contents