ESTIMATION OF MOBILITY FOR NETWORK PLANNING BASED ON HIGHWAY MAPS AND TRAFFIC DATA

Patent №

US 6,141,552

Granted

2000-10-31

Filed 1997

Owner

NORTHERN TELECOM

+1 more

Lab

AI components

1

ml

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

08971441

The mobility of mobile subscribers within a wireless digital communications system is estimated based on highway maps and traffic data. Cells within the network are modelled as nodes connected by edges where neighboring cells are connected by roads. Each edge has two edge weight components representing traffic flow from one cell to the other and vice versa. The edge weight components are calculated from terrain factors based on the size or capacity of the roads connecting the two cells and the total traffic within the subject cell, which information may be obtained from commercial geographic databases and/or government agencies. The resulting edge weight represents an expected number of handoffs between the two cells. The problem of partitioning cells among available switches within the network is thus reduced to the purely mathematical problem of minimizing the total edge weights of edges intersected by the partition boundaries. Existing mathematical optimization techniques for optimizing node-edge systems may therefore be applied to reduce the total number of expected inter-switch handoffs as mobile subscribers pass from cell to cell within the network.

AI classification

Machine learning0.78
AI hardware0.06
Knowledge representation0.02
Vision0.00
Natural language0.00
Speech0.00
Planning0.00
Evolutionary computation0.00

Ownership

NORTHERN TELECOM

assignment · 88990734

NORTEL NETWORKS CORPORATION

assignment · 108060757

Assignors

SENDONARIS, ANDREW, CHEN, HONGYI, JAIN, NIKHIL, MADHAVAPEDDY, SESHAGRI, SUBRAMANIAM, SAIRAM

On an employer assignment, the assignors are typically the inventors.

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