WIRELESS COMMUNICATION SYSTEM MODELING
First Claim
1. A method for modeling communication connections in a multi-channel wireless communication system, comprising:
- identifying a first parameter and a first operational characteristic of interest of a first one of the communication connections in the multi-channel wireless communication system, wherein the first parameter is associated with a configuration of the multi-channel wireless communication system, and wherein the first operational characteristic of interest is associated with the first parameter;
activating the first one of the communication connections based on the first parameter;
collecting data associated with the first parameter and the first operational characteristic of interest for the first one of the communication connections when active within a specified time period;
applying a statistical technique to the collected data to establish a model for characterizing a second one of the communication connections; and
validating the model to determine whether a difference between a prediction value of the first operational characteristic derived from the model and an actual value of the first operational characteristic is within a predetermined range of values.
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Accused Products
Abstract
Techniques are generally described related to modeling a wireless communication system that includes multiple communication connections. Example systems, apparatuses, methods and processes may include one or more of identifying a first parameter and a first operational characteristic of interest of a first one of the communication connections, activating the first one of the communication connections based on the first parameter, collecting data associated with the first parameter and the first operational characteristic of interest when the first one of the communication connections is active; applying a statistical technique to the collected data to establish a model, and validating the model.
16 Citations
23 Claims
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1. A method for modeling communication connections in a multi-channel wireless communication system, comprising:
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identifying a first parameter and a first operational characteristic of interest of a first one of the communication connections in the multi-channel wireless communication system, wherein the first parameter is associated with a configuration of the multi-channel wireless communication system, and wherein the first operational characteristic of interest is associated with the first parameter; activating the first one of the communication connections based on the first parameter; collecting data associated with the first parameter and the first operational characteristic of interest for the first one of the communication connections when active within a specified time period; applying a statistical technique to the collected data to establish a model for characterizing a second one of the communication connections; and validating the model to determine whether a difference between a prediction value of the first operational characteristic derived from the model and an actual value of the first operational characteristic is within a predetermined range of values. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9)
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10. A computing device for characterizing communication connections in a multi-channel wireless communication system, comprising:
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a memory; and a processing unit arranged to interface with the memory, wherein the processing unit is configured to; collect a limited set of data associated with a selected one of the communication connections in the multi-channel wireless communication system when the selected one of the communication connections is active; store the limited set of data in the memory; apply a dimensional reduction technique to the stored limited set of data to determine a combination of a first value for a first set of collected data and a second value for a second set of collected data that yields a first desirable value for a third set of collected data; apply a first statistical technique to the combination and the third set of collected data to establish a first model; and examine the first statistical technique to determine whether one or more types of statistical techniques have been applied. - View Dependent Claims (11, 12, 13, 14, 15, 16)
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17. A computer-readable medium containing a sequence of instructions associated with a multi-channel wireless communication system with communication connections, which when executed by a computing device, causes the computing device to:
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identify a type of data to be collected in a first one of the communication connections in the multi-channel wireless communication system; collect a first set of data, and a second set of data in the first one of the communication connections in the multi-channel wireless communication system within a first time period when the first one of the communication connections is active, wherein the first set of data has a first dimension; transform the first set of data to a third set of data, wherein the third set of data has a second dimension and the second dimension is less than the first dimension; apply statistical technique to the second set of data and the third set of data to establish a model to characterize a second one of the communication connections of the multi-channel wireless communication system; and validate the model to determine whether the model is appropriate to characterize the second one of the communication connections. - View Dependent Claims (18, 19, 20, 21, 22, 23)
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Specification