2019 2nd World Symposium on Communication Engineering (WSCE)最新文献_第2页

Convolutional Neural Network-Based Polar Decoding 基于卷积神经网络的极坐标解码

2019 2nd World Symposium on Communication Engineering (WSCE) Pub Date : 2019-12-01 DOI: 10.1109/WSCE49000.2019.9040920

Yue Qin, Feng Liu

{"title":"Convolutional Neural Network-Based Polar Decoding","authors":"Yue Qin, Feng Liu","doi":"10.1109/WSCE49000.2019.9040920","DOIUrl":"https://doi.org/10.1109/WSCE49000.2019.9040920","url":null,"abstract":"In this work, we extend the capability of convolutional neural network (CNN) to polar code decoding. Previous work has shown that a multi-layer perceptron (MLP), which is a basic form of deep neural network (DNN), can achieve high decoding accuracy and speed for polar code when the block length is very short. However, its performance drops drastically for longer codes, due to the bulky network structure. In this work, we design and implement a CNN for polar decoding. In order to improve the decoding accuracy, we introduce auxiliary labels into CNN output based on the encoding structure of polar code. In addition, we propose to prune the CNN to preserve the decoding accuracy of wider network while reducing the computation and the parameters. With these two innovations, the decoding accuracy of original CNN can be improved. We carry out extensive simulations to compare our designed CNN decoder with MLP decoder. Results show that when the code length is 64, our model is 60 times smaller than the MLP decoder, and the accuracy of our model increases with model size, while MLP reaches saturation. Additional results show that our proposed method outperforms original CNN with regard to the BER performance under marginal parameter increase.","PeriodicalId":153298,"journal":{"name":"2019 2nd World Symposium on Communication Engineering (WSCE)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128114270","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 3

GSM-Based Automobile Ignition Stopping and GPS Tracking with Thief Image Capturing 基于gsm的汽车点火停止和GPS跟踪与盗贼图像捕获

2019 2nd World Symposium on Communication Engineering (WSCE) Pub Date : 2019-12-01 DOI: 10.1109/WSCE49000.2019.9041055

Kristine Joyce P. Ortiz, Mark Nethaniel T. Calicdan, Romel P. Oña, Ronnier Franz H. Torres

{"title":"GSM-Based Automobile Ignition Stopping and GPS Tracking with Thief Image Capturing","authors":"Kristine Joyce P. Ortiz, Mark Nethaniel T. Calicdan, Romel P. Oña, Ronnier Franz H. Torres","doi":"10.1109/WSCE49000.2019.9041055","DOIUrl":"https://doi.org/10.1109/WSCE49000.2019.9041055","url":null,"abstract":"With the rapid increase of the development of the national economy, automobiles have increased greatly as a necessity. Investing in a vehicle perhaps is one of the largest investments of a person. Almost 84% of car owners in the National Capital Region experience car theft according to the PNP Highway Patrol Group. This paper presents the process of improving the existing anti-theft technology that is being implemented in an automobile car. Existing technology this day for anti-theft system lack some features for tracking and stopping the vehicle efficiently and vehicles can be engaged easily by a method used by the thieves called hot wiring. The objective of the study was to design a prototype that has the capability to stop the engine of the car once the thief runs it and the car reaches full stop. The system was controlled by the Arduino that was first programmed so even if the user was awake or asleep it performed the security measures. A relay was installed in the ignition of the car for prevention of the hotwiring method. A tracking device was used to inform the user and to the authorities telling the exact location of the car from the start location to the last where the car stops through latitude and longitude coordinates. For thief identification, images were captured by the camera. The camera started capturing once the car ran and until the user retrieved the car. Alarm was also connected to the Arduino that was sounded continuously once the car runs. Another sensor was used in order to read the speed of the automobile. Tests were conducted for the effectivity and reliability of the system. From the tracking, image capturing, and relay response, all tests resulted in 100% reliability. The system responded correctly based on different testing conducted. The results showed that the system was working properly and in safe condition.","PeriodicalId":153298,"journal":{"name":"2019 2nd World Symposium on Communication Engineering (WSCE)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133673495","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 4

Systolic Lidar-based Fuzzy Logic System for border Monitoring using FPGA 基于FPGA的收缩激光雷达模糊边界监控系统

2019 2nd World Symposium on Communication Engineering (WSCE) Pub Date : 2019-12-01 DOI: 10.1109/WSCE49000.2019.9040982

Hossam O. Ahmed

引用次数: 6

Design of Second Order Lowpass and Bandpass Filter Using Single VDDDA and Its Modification as Sinusoidal Oscillator 单VDDDA二阶低通带通滤波器的设计及其改进型正弦振荡器

2019 2nd World Symposium on Communication Engineering (WSCE) Pub Date : 2019-12-01 DOI: 10.1109/WSCE49000.2019.9041006

Worawut Kulapong, Surapong Siripongdee, W. Jaikla

{"title":"Design of Second Order Lowpass and Bandpass Filter Using Single VDDDA and Its Modification as Sinusoidal Oscillator","authors":"Worawut Kulapong, Surapong Siripongdee, W. Jaikla","doi":"10.1109/WSCE49000.2019.9041006","DOIUrl":"https://doi.org/10.1109/WSCE49000.2019.9041006","url":null,"abstract":"This paper introduces an electronically controllable voltage mode analog biquad filter which is designed based on the series resistor-inductor-capacitor (RLC) topology. The proposed second order filter employs one active device, voltage differencing differential difference amplifier (VDDDA) and three passive elements (one resistor and two grounded capacitors). The natural frequency $(omega_{0})$ is controlled electronically as well as quality factor (Q) by changing the bias current. Two filter responses, lowpass (LP) and bandpass (BP) functions with unity voltage gain are simultaneously achieved. The proposed voltage-mode biquad filter consists of two input voltage nodes with high impedance. These input voltages are employed to select the inverting or non-inverting filter response. The sinusoidal oscillator is realized by slight modification of the proposed voltage-mode biquad filter. The sinusoidal voltage output node is low impedance. With this configuration, the proposed sinusoidal oscillator can be connected to other circuits without requirement of the additional buffer devices. The proposed filter and sinusoidal oscillator employ a few in number of the passive and active devices (also with grounded capacitors). The proposed circuits are interesting for monolithic integrated circuit (IC) realization. Pspice simulation program and TSMC 0. 18m CMOS process parameters with ± 0.9V are employed to verify the functionality of the presented biquad filter and sinusoidal generator.","PeriodicalId":153298,"journal":{"name":"2019 2nd World Symposium on Communication Engineering (WSCE)","volume":"149 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133317704","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 5

Distributed Wireless Power Transfer Based on Bayesian-Optimized Control 基于贝叶斯优化控制的分布式无线电力传输

2019 2nd World Symposium on Communication Engineering (WSCE) Pub Date : 2019-12-01 DOI: 10.1109/WSCE49000.2019.9041071

M. Fujii

引用次数: 1

WSCE 2019 Preface

2019 2nd World Symposium on Communication Engineering (WSCE) Pub Date : 2019-12-01 DOI: 10.1109/wsce49000.2019.9041029

引用次数: 0

Compact Trapezoidal-Shaped Monopole-Like Slot UWB Antenna for WBAN Applications 用于WBAN应用的紧凑梯形单极槽超宽带天线

2019 2nd World Symposium on Communication Engineering (WSCE) Pub Date : 2019-12-01 DOI: 10.1109/WSCE49000.2019.9040983

M. Cho, S. S. Tiang, W. H. Lim, M. Mokayef

引用次数: 0

Message Authentication Scheme for ad hoc Networks with Homomorphic Hash Function 具有同态哈希函数的ad hoc网络消息认证方案

2019 2nd World Symposium on Communication Engineering (WSCE) Pub Date : 2019-12-01 DOI: 10.1109/WSCE49000.2019.9040951

Seiya Matsunaga, Naotoshi Adachi

引用次数: 3

A Hierarchical Beam Search Algorithm with BetterPerformance for Millimeter-Wave Communication 一种性能较好的毫米波通信分层波束搜索算法

2019 2nd World Symposium on Communication Engineering (WSCE) Pub Date : 2019-12-01 DOI: 10.1109/WSCE49000.2019.9041150

Lin Yang, Si-Yuan Ma, Hongyu Yang, Hongcheng Tan

引用次数: 2

A Research on Spectrum Defragmentation Algorithms in Elastic Optical Network 弹性光网络中频谱碎片整理算法研究

2019 2nd World Symposium on Communication Engineering (WSCE) Pub Date : 2019-12-01 DOI: 10.1109/WSCE49000.2019.9041017

Yihan Wang

引用次数: 3