Research and Implementation for PGS Based On BP Neural Network

被引：0

作者：

Sun, Yong ^{[1
]}

Liao, Lili

Wang, Jian

Zhang, Shukuei ^{[1
]}

Zhang, Maoqing

机构：

[1] Soochow Univ, Inst Comp Sci & Technol, Suzhou 215006, Jiangsu, Peoples R China

来源：

CJCM: 5TH CHINA-JAPAN CONFERENCE ON MECHATRONICS 2008 | 2008年

关键词：

Parking Guidance System (PGS); neural network; forecasting;

D O I：

暂无

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

This paper researches prediction problems of Parking Occupancy Rate (POR) for city Parking Guidance System (PGS). First, gives the POR model based on BP Neural Network, and then adding the self-adaptable study rate adjustable methods and the dynamic redeployment function in base BP Neural Network to optimize it in aspect of enhance the efficiency, reduce training process and improving BP convergence. At last, make an compare for vary BP methods.

引用

页码：171 / 175

页数：5

共 50 条

[1] Research and Implementation of Intrusion Detection Algorithm Based on BP Neural Network
Wu, Zhenzhen
PROCEEDINGS OF THE 2015 CONFERENCE ON INFORMATIZATION IN EDUCATION, MANAGEMENT AND BUSINESS, 2015, 20 : 228 - 232
[2] Research on Optimization and Implementation of BP Neural Network Algorithm
Peng Wen-yi
2014 7TH INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTATION TECHNOLOGY AND AUTOMATION (ICICTA), 2014, : 106 - 109
[3] Research on Iris Recognition Based on the BP Neural Network
Dai, Fengzhi
Fan, Li
Yu, Chunyu
Liu, Bo
PROCEEDINGS OF INTERNATIONAL CONFERENCE ON ARTIFICIAL LIFE AND ROBOTICS (ICAROB2015), 2015, : 178 - 182
[4] Research of character recognition based on BP neural network
Zhu, Fang
Ding, Lei
2016 INTERNATIONAL CONFERENCE ON NETWORK AND INFORMATION SYSTEMS FOR COMPUTERS (ICNISC), 2016, : 312 - 316
[5] Research on Pattern Recognition Based on BP Neural Network
Wang, Yonglin
Liu, Yan
Che, Shengbing
ADVANCED RESEARCH ON MATERIAL ENGINEERING, CHEMISTRY AND BIOINFORMATICS, PTS 1 AND 2 (MECB 2011), 2011, 282-283 : 161 - +
[6] Research on Intrusion Detection Based on BP Neural Network
Chen, Haonan
Liu, Yiyang
Zhao, Jianming
Liu, Xianda
2021 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS AND COMPUTER ENGINEERING (ICCECE), 2021, : 79 - 82
[7] Research of Camera Calibration Based on BP Neural Network
Guo, Yongning
Huang, Lihua
EMERGING COMPUTATION AND INFORMATION TECHNOLOGIES FOR EDUCATION, 2012, 146 : 433 - +
[8] Agent Cooperation Research Based on BP Neural Network
Wang Ya-li
Tian Xi-ping
Tang Hui-feng
Li Lu
ICICTA: 2009 SECOND INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTATION TECHNOLOGY AND AUTOMATION, VOL III, PROCEEDINGS, 2009, : 1027 - +
[9] Research on Inventory Forecasting Based on BP Neural network
Gu, Lichuan
Han, Yueyue
Wang, Chengji
Shu, Guiyang
Feng, Juanjuan
Wang, Chao
2017 IEEE SMARTWORLD, UBIQUITOUS INTELLIGENCE & COMPUTING, ADVANCED & TRUSTED COMPUTED, SCALABLE COMPUTING & COMMUNICATIONS, CLOUD & BIG DATA COMPUTING, INTERNET OF PEOPLE AND SMART CITY INNOVATION (SMARTWORLD/SCALCOM/UIC/ATC/CBDCOM/IOP/SCI), 2017,
[10] Design and implementation of wireless sensor network nodes based on BP neural network
Department of Computer Science and Technology, Henan Mechanical and Electrical Engineering College, Henan Xinxiang, China
J. Chem. Pharm. Res., 6 (965-969):

← 1 2 3 4 5 →