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 |
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Pages | 786-789 |
Number of pages | 4 |
DOIs | |
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 |
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Country/Territory | China |
City | Beijing |
Period | 18/10/99 → 22/10/99 |
Keywords
- Genetic algorithm
- Neural network
- Prediction tool
- Wireless lan