System and method for adaptively predicting radio wave propagation

• US 6,640,089 B1
• Filed: 11/13/2000
• Issued: 10/28/2003
• Est. Priority Date: 11/13/2000
• Status: Expired due to Fees

• Current Assignee: Verizon Patent and Licensing Incorporated (Verizon Communications Inc.)
• Original Assignee: Verizon Laboratories Incorporated (Verizon Communications Inc.)
• Inventors: Kanaan, Muzaffer, Vicharelli, Pablo A., Boyer, Pete A.
• Primary Examiner(s): Trost, William
• Assistant Examiner(s): Tran, Congvan
• Application Number:
  US09/711,722
• Time in Patent Office: 1,079 Days
• Field of Search: 455/66.3, 455/67.16, 455/67.11, 455/422.1, 455/423, 455/446, 455/447, 455/524, 455/561, 455/449, 455/456, 342/359, 342/360, 702/127, 702/159, 324/326, 324/532, 324/335
• US Class Current: 455/67.16
• CPC Class Codes: H04B 17/3913 Predictive models, e.g. based on neural network models
• CPC Class Codes: H04W 16/18 Network planning tools

Abstract

A computing system (36) provides a network designer with a mechanism for adaptively predicting the propagation of a radio wave (22) along radials (24) emanating from a base station (26) in a wireless communication environment (20). The computing system (36) includes executable code in the form of a propagation prediction process (58, 130). The propagation prediction process (58, 130) selects segments (78) of a selected one of the radials (24) on a per segment basis and ascertains a propagation environment (28, 30, 32, 34) through which the selected segment (78) traverses. The process (58, 130) chooses, in response to a switching parameter (88, 90, 92), a propagation model (62, 64, 66, 68) from a collection of propagation models (60) that is best suited for predicting the propagation of the radio wave (22) at the selected segment (78).

Claims

1. A computer-based method for predicting radio wave propagation along a radial emanating from a base station comprising:

selecting one segment from a plurality of segments describing said radial;

ascertaining a propagation environment through which said one segment traverses, said propagation environment being one of a first propagation environment and a second propagation environment;

obtaining a switching parameter relative to said second propagation environment;

utilizing a first propagation model to predict said radio wave propagation at said one segment when said switching parameter fails to exceed a threshold; and

employing a second propagation model to predict said radio wave propagation at said one segment when said switching parameter exceeds said threshold.

2. A computer-based method as claimed in claim 1 wherein prior to said selecting operation said method further comprises partitioning said radial into said plurality of segments, each of said segments having a common length.

3. A computer-based method as claimed in claim 1 wherein:

said ascertaining operation identifies said first propagation environment as a clutter-based environment and said second propagation environment as a flat-earth environment;

said utilizing operation utilizes a clutter-based land propagation model for said first propagation model; and

said employing operation employs a flat-earth propagation model for said second propagation model.

4. A computer-based method as claimed in claim 1 wherein said obtaining operation comprises:

computing a length of said radial from said base station through said one segment; and

determining said switching parameter to be a proportion of said length through which said radial traverses said second propagation environment.

5. A computer-based method as claimed in claim 4 wherein:

said computing operation includes summing a total quantity of said segments between said base station through said one segment; and

said determining operation includes;

identifying a portion of said segments traversing said second propagation environment from said total quantity; and

computing a ratio of said portion to said total quantity to obtain said switching parameter.

6. A computer-based method as claimed in claim 1 further comprising defining said threshold to be a value at which said second propagation environment exerts a greater influence on said radio wave propagation than said first propagation environment.

7. A computer-based method as claimed in claim 6 wherein:

said second propagation environment is a flat-earth environment; and

said defining operation defines said value to be a proportion of a quantity of said segments along a length of said radial traversing said flat-earth environment relative to a total quantity of said segments along said length.

8. A computer-based method as claimed in claim 6 wherein:

said second propagation environment is a rugged-terrain environment; and

said defining operation defines said value to be an effective antenna height.

9. A computer-based method as claimed in claim 1 wherein said switching parameter is a first switching parameter, said threshold is a first threshold, and said method further comprises:

determining said propagation environment through which said one segment traverses is a third propagation environment;

obtaining a second switching parameter relative to said third propagation environment; and

employing a third propagation model to predict said radio wave propagation at said one segment when said second switching parameter exceeds a second threshold.

10. A computer-based method as claimed in claim 1 wherein said utilizing operation utilizes said first propagation model to predict said radio wave propagation when said second switching parameter fails to exceed said second threshold.

11. A computer-based method as claimed in claim 1 wherein said method is performed for each of said segments of said plurality of segments in a consecutive segment order from said base station.

12. A computer-based method as claimed in claim 1 further comprising:

defining a plurality of radials emanating from said base station, said radial being one of said plurality of radials; and

performing said operations for each of said radials to predict said radio wave propagation along said each radial.

13. A computing system for predicting radio wave propagation from a base station, said computing system comprising:

a processor;

a computer-readable storage medium; and

executable code recorded on said computer-readable storage medium for instructing said processor to perform operations comprising;

defining a plurality of radials emanating from said base station;

for each of said radials, selecting one segment from a plurality of segments describing said radial;

ascertaining a propagation environment through which said one segment traverses, said propagation environment being one of a clutter-based environment and a flat-earth environment;

obtaining a switching parameter relative to said flat-earth environment;

utilizing a clutter-based land propagation model to predict said radio wave propagation at said one segment when said switching parameter fails to exceed a threshold; and

employing a flat-earth propagation model to predict said radio wave propagation at said one segment when said switching parameter exceeds said threshold.

14. A computing system as claimed in claim 13 wherein said selecting, ascertaining, and obtaining operations are performed for each of said segments of said plurality of segments in a consecutive segment order from said base station.

15. A computing system as claimed in claim 13 wherein said executable code further instructs said processor to define a value of said threshold to be a proportion of a quantity of said segments along a length of said radial traversing said flat-earth environment relative to a total quantity of said segments along said length.

16. A computer-readable storage medium containing executable code for instructing a processor to choose one of a first propagation model and a second propagation model for predicting radio wave propagation along a radial emanating from a base station, said executable code instructing said processor to perform operations comprising:

selecting one segment from a plurality of segments describing said radial;

ascertaining a propagation environment through which said one segment traverses, said propagation environment being one of a first propagation environment and a second propagation environment;

defining a threshold at which said second propagation environment exerts a greater influence on said radio wave propagation than said first propagation environment;

obtaining a switching parameter relative to said second propagation environment;

choosing said first propagation model to predict said radio wave propagation at said one segment when said switching parameter fails to exceed said threshold; and

choosing said second propagation model to predict said radio wave propagation at said one segment when said switching parameter exceeds said threshold.

17. A computer-readable storage medium as claimed in claim 16 wherein said executable code instructs said processor to perform a further operation prior to said selecting operation comprising partitioning said radial into said plurality of segments, each of said segments having a common length.

18. A computer-readable storage medium as claimed in claim 16 wherein said executable code instructs said processor to perform further operations comprising:

computing a length of said radial from said base station through said one segment;

determining a proportion of said length through which said radial traverses said second propagation environment to obtain said switching parameter.

19. A computer-readable storage medium as claimed in claim 16 wherein said switching parameter is a first switching parameter, said threshold is a first threshold, and said executable code instructs said processor to perform further operations comprising:

determining said propagation environment through which said one segment traverses is a third propagation environment;

obtaining a second switching parameter relative to said third propagation environment; and

choosing a third propagation model to predict said radio wave propagation at said one segment when said second switching parameter exceeds a second threshold.

20. A computer-readable storage medium as claimed in claim 19 wherein said executable code instructs said processor to perform further operations comprising:

employing said second propagation model to predict said radio wave propagation at said one segment when said first switching parameter exceeds said first threshold;

employing said third propagation model to predict said radio wave propagation at said one segment when said second switching parameter exceeds said second threshold; and

utilizing said first propagation model to predict said radio wave propagation when said first switching parameter fails to exceed said first threshold and when said second switching parameter fails to exceed said second threshold.