DocumentCode :
375575
Title :
Optimize CDMA system capacity with location
Author :
Lee, David J Y ; Lee, William C Y
Volume :
1
fYear :
2001
fDate :
2001
Firstpage :
17
Abstract :
The introduction of location technology shifts the paradigm of network engineering. It opens the door for providing a revolutionary approach for network engineering. An algorithm is discussed in this paper on a revolutionary way of combining parameters made available through location technology and currently available system parameters for future network engineering and operation. The "continuous" snapshots of the network can be parsed and intelligently stored into the network performance data warehouse as images. These images can be analyzed off-line to select certain "troubled" instances of the network (this can be site specific). These instances can, then, be analyzed through simulation and/or engineer intervention. And optimized solution can be developed. These "troubled" instances and associated solutions can be fedback into the "virtual network engineer" simulated by the AI engine to increase its knowledge base. Later, the intelligent pseudo "network engineer" can identify "troubled" network instances and compare with the existing images and associated solution in the data warehouse. The existing solution then can be applied to perform real time automated network engineering. This is done through image processing by selecting the most similar network instance and associated solution. By saving more and more "troubled" instances and developed associated solutions, the "virtual network engineer" increases its knowledge bases and becomes more and more "intelligent" and can handle future "troubled" instances based on the "experience". For example, the dynamic power allocation and individual specific dedicated dynamic SHO thresholds for each mobile can be combined to efficiently engineer the network performance once the mobile location and associated network characteristics can be identified
Keywords :
cellular radio; code division multiple access; data warehouses; mobile radio; telecommunication computing; telecommunication network management; AI engine; CDMA system capacity optimization; E911 location technology; cellular network operation; data warehouse; dynamic power allocation; image processing; mobile location; network engineering; network performance; real time automated network engineering; troubled instances; virtual network engineer; Analytical models; Artificial intelligence; Data engineering; Data warehouses; Engines; Image analysis; Intelligent networks; Knowledge engineering; Multiaccess communication; Power engineering and energy;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Communications, Computers and signal Processing, 2001. PACRIM. 2001 IEEE Pacific Rim Conference on
Conference_Location :
Victoria, BC
Print_ISBN :
0-7803-7080-5
Type :
conf
DOI :
10.1109/PACRIM.2001.953512
Filename :
953512
Link To Document :
بازگشت