Optimal prediction tool for wireless LAN using genetic algorithm and neural network concept

Shih An Chen; Yang Han Lee; Rainfield Y. Yen; Yu Jie Zheng; Chih Hui Ko; Shiann Tsong Sheu; Meng Hong Chen

doi:10.1109/APCC.1999.825020

Optimal prediction tool for wireless LAN using genetic algorithm and neural network concept

Shih An Chen, Yang Han Lee, Rainfield Y. Yen, Yu Jie Zheng, Chih Hui Ko, Shiann Tsong Sheu, Meng Hong Chen

Department of Communication Engineering

Research output: Contribution to conference › Paper › peer-review

6 Scopus citations

Abstract

A novel wireless LAN prediction tool using a genetic algorithm and a neural network has been implemented and tested. This prediction tool uses measurement and calibration data to increase the accuracy of signal strength prediction. Moreover, we utilize the genetic algorithm to calculate the environment parameter to shorten the prediction time and simplify the prediction process. In our method, we only use wireless LAN cards and notebooks to complete the prediction work without using any complex equipment.

Original language	English
Pages	786-789
Number of pages	4
DOIs	https://doi.org/10.1109/APCC.1999.825020
State	Published - 1998
Event	5th Asia-Pacific Conference Communications and 4th Optoloelectronics Communications Conference, APCC/OECC 1999 - Beijing, China Duration: 18 Oct 1999 → 22 Oct 1999

Conference

Conference	5th Asia-Pacific Conference Communications and 4th Optoloelectronics Communications Conference, APCC/OECC 1999
Country/Territory	China
City	Beijing
Period	18/10/99 → 22/10/99

Keywords

Genetic algorithm
Neural network
Prediction tool
Wireless lan

Access to Document

10.1109/APCC.1999.825020

Cite this

Chen, S. A., Lee, Y. H., Yen, R. Y., Zheng, Y. J., Ko, C. H., Sheu, S. T., & Chen, M. H. (1998). Optimal prediction tool for wireless LAN using genetic algorithm and neural network concept. 786-789. Paper presented at 5th Asia-Pacific Conference Communications and 4th Optoloelectronics Communications Conference, APCC/OECC 1999, Beijing, China. https://doi.org/10.1109/APCC.1999.825020

@conference{a9ef9108239d4da6a56243ecc6c979cd,

title = "Optimal prediction tool for wireless LAN using genetic algorithm and neural network concept",

abstract = "A novel wireless LAN prediction tool using a genetic algorithm and a neural network has been implemented and tested. This prediction tool uses measurement and calibration data to increase the accuracy of signal strength prediction. Moreover, we utilize the genetic algorithm to calculate the environment parameter to shorten the prediction time and simplify the prediction process. In our method, we only use wireless LAN cards and notebooks to complete the prediction work without using any complex equipment.",

keywords = "Genetic algorithm, Neural network, Prediction tool, Wireless lan",

author = "Chen, {Shih An} and Lee, {Yang Han} and Yen, {Rainfield Y.} and Zheng, {Yu Jie} and Ko, {Chih Hui} and Sheu, {Shiann Tsong} and Chen, {Meng Hong}",

note = "Publisher Copyright: {\textcopyright} 1999 China Inst. Of Communications.; 5th Asia-Pacific Conference Communications and 4th Optoloelectronics Communications Conference, APCC/OECC 1999 ; Conference date: 18-10-1999 Through 22-10-1999",

year = "1998",

doi = "10.1109/APCC.1999.825020",

language = "???core.languages.en_GB???",

pages = "786--789",

}

Chen, SA, Lee, YH, Yen, RY, Zheng, YJ, Ko, CH, Sheu, ST & Chen, MH 1998, 'Optimal prediction tool for wireless LAN using genetic algorithm and neural network concept', Paper presented at 5th Asia-Pacific Conference Communications and 4th Optoloelectronics Communications Conference, APCC/OECC 1999, Beijing, China, 18/10/99 - 22/10/99 pp. 786-789. https://doi.org/10.1109/APCC.1999.825020

Optimal prediction tool for wireless LAN using genetic algorithm and neural network concept. / Chen, Shih An; Lee, Yang Han; Yen, Rainfield Y. et al.
1998. 786-789 Paper presented at 5th Asia-Pacific Conference Communications and 4th Optoloelectronics Communications Conference, APCC/OECC 1999, Beijing, China.

Research output: Contribution to conference › Paper › peer-review

TY - CONF

T1 - Optimal prediction tool for wireless LAN using genetic algorithm and neural network concept

AU - Chen, Shih An

AU - Lee, Yang Han

AU - Yen, Rainfield Y.

AU - Zheng, Yu Jie

AU - Ko, Chih Hui

AU - Sheu, Shiann Tsong

AU - Chen, Meng Hong

PY - 1998

Y1 - 1998

N2 - A novel wireless LAN prediction tool using a genetic algorithm and a neural network has been implemented and tested. This prediction tool uses measurement and calibration data to increase the accuracy of signal strength prediction. Moreover, we utilize the genetic algorithm to calculate the environment parameter to shorten the prediction time and simplify the prediction process. In our method, we only use wireless LAN cards and notebooks to complete the prediction work without using any complex equipment.

AB - A novel wireless LAN prediction tool using a genetic algorithm and a neural network has been implemented and tested. This prediction tool uses measurement and calibration data to increase the accuracy of signal strength prediction. Moreover, we utilize the genetic algorithm to calculate the environment parameter to shorten the prediction time and simplify the prediction process. In our method, we only use wireless LAN cards and notebooks to complete the prediction work without using any complex equipment.

KW - Genetic algorithm

KW - Neural network

KW - Prediction tool

KW - Wireless lan

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T2 - 5th Asia-Pacific Conference Communications and 4th Optoloelectronics Communications Conference, APCC/OECC 1999

Y2 - 18 October 1999 through 22 October 1999

ER -

Optimal prediction tool for wireless LAN using genetic algorithm and neural network concept

Abstract

Conference

Keywords

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