Method and apparatus to reduce multipath effects on radio link control measurements

• US 20050239410A1
• Filed: 04/27/2004
• Published: 10/27/2005
• Est. Priority Date: 04/27/2004
• Status: Active Grant

• Current Assignee: Unwired Planet LLC (JP Morgan Chase & Co)
• Original Assignee: Telefonaktiebolaget LM Ericsson
• Inventors: Rochester, Lloyd Richard III
• Granted Patent: US 7,616,927 B2
• Time in Patent Office: Days
• US Class Current: 455/67.110
• CPC Class Codes: H04B 17/26 using historical data, averaging values or statistics
• CPC Class Codes: H04B 17/309 Measuring or estimating channel quality parameters
• CPC Class Codes: H04B 17/318 Received signal strength
• CPC Class Codes: H04B 17/364 Delay profiles
• CPC Class Codes: H04B 17/382 for resource allocation, admission control or handover

Abstract

One or more median filter circuits are used to filter radio link control measurements corresponding to one or more radio link parameters of interest, such as received signal quality or round trip delay measurements, such as might be used by a base station to trigger mobile station handoff. As such measurements are particularly susceptible to measurement outliers arising from rapid but short-lived changes in radio link propagation paths, for example, the application of median filtering to such measurements is particularly advantageous. That is, by operation of median filtering, which is a non-linear filtering process, outliers in a stream of control measurements, such as are caused by instantaneous changes in channel fading or other propagation phenomena, are discarded rather than averaged in with the other measurements. Non-linear filtering as implemented by exemplary median filtering does not impair or otherwise limit the bandwidth of the underlying control measurements.

Claims

1. A method of processing radio link control measurements for controlling a radio link in a wireless communication network, the method comprising:

determining successive measurement values for a control parameter of the radio link;

passing the measurement values through a filter circuit comprising an N-point median filter to obtain filtered control values, where N is an integer number; and

controlling the radio link based on the filtered control values.

2. The method of claim 1, wherein passing the measurement values through a filter circuit comprising an N-point median filter to obtain filtered control values comprises outputting median samples from the N-point median filter responsive to inputting the successive ones of the measurement values to the N-point median filter, and filtering the median samples via a linear filter to obtain the filtered control values.

3. The method of claim 2, wherein the linear filter comprises a low-pass filter such that the filtered control values comprise low-pass filtered median samples from the N-point median filter.

4. The method of claim 2, further comprising selectively re-initializing the linear filter based on evaluating member samples in the N-point median filter.

5. The method of claim 4, wherein selectively re-initializing the linear filter based on evaluating member samples in the N-point median filter comprises obtaining a first sum by summing the member samples above the median sample, obtaining a second sum by summing the member samples below the median sample, and re-initializing the second filter to the median sample if a difference between the first and second sums exceeds a defined difference threshold.

6. The method of claim 2, further comprising evaluating a number of consecutive median samples output by the median filter to detect a change in median sample values, comparing that change to a defined difference threshold and, if the change exceeds the defined difference threshold, re-initializing the linear filter.

7. The method of claim 1, wherein passing the measurement values through a filter circuit comprising an N-point median filter to obtain filtered control values comprises providing new measurement values to the N-point median filter at a desired measurement update rate, adding each of the new measurement values to the N-point median filter as a rank ordered sample, and outputting a median one of the rank ordered samples as a new median sample.

8. The method of claim 1, wherein the radio link communicatively couples a base station and a remote mobile station, and wherein determining successive measurement values for a control parameter of the radio link comprises determining round trip delay values for the radio link at the base station.

9. The method of claim 8, wherein determining round trip delay values for the radio link at the base station comprises determining earliest pseudo-noise code offsets for mobile station signals received at the base station.

10. The method of claim 9, wherein controlling the radio link based on the filtered control values comprises controlling hard handoff triggering based on filtered control values corresponding to the earliest pseudo-noise code offsets.

11. The method of claim 9, further comprising configuring N to be in a numeric range of about 5 to about 11 where the round trip delay values are determined about every 10 to 20 milliseconds.

12. The method of claim 1, further comprising varying a magnitude of N as a function of radio link conditions.

13. The method of claim 12, wherein varying a magnitude of N as a function of radio link conditions comprises one or more of varying N as a function of round trip delay value statistics and varying N as a function of received signal quality for mobile station signals received at the base station.

14. The method of claim 1, wherein the radio link communicatively couples a base station and a remote mobile station, and wherein determining successive measurement values for a control parameter of the radio link comprises determining received signal quality measurements for mobile station signals received at the base station.

15. The method of claim 14, wherein determining received signal quality measurements for mobile station signals received at the base station comprises at least one of determining a received signal-to-noise ratio for the mobile station signals received at the base station, and determining a frame error rate for the mobile station signals received at the base station.

16. The method of claim 14, wherein controlling the radio link based on the filtered control values comprises controlling reverse link power commands being generated by the base station for the mobile station as a function of filtered control values corresponding to the received signal quality measurements.

17. The method of claim 14, wherein controlling the radio link based on the filtered control values comprises controlling a reverse link data rate of the mobile station as a function of filtered control values corresponding to the received signal quality measurements.

18. The method of claim 1, further comprising adapting the value of N as a function of the duration of transient events in the measurement values.

19. The method of claim 18, wherein adapting the value of N as a function of the duration of transient events in the measurement values comprises increasing the value of N if longer duration transients are observed in association with the measurement values, and decreasing the value of N if shorter duration transients are observed.

20. A method of reducing multipath effects on radio link control measurements comprising:

determining control measurements based on periodically measuring one or more parameters of a radio link communicatively coupling a mobile station to a base station in a wireless communication network;

time qualifying divergent control measurements by passing the control measurements through a filter that comprises an N-point median filter to thereby obtain filtered control measurements based on median sample outputs from the N-point median filter; and

controlling the radio link based on the filtered control measurements such that non-persistent divergent control measurements caused by multipath effects effectively are ignored.

21. The method of claim 20, wherein the filter further comprises a linear filter subsequent to the N-point median filter, and further comprising passing the median sample outputs through the linear filter to obtain the filtered control measurements.

22. The method of claim 21, further comprising configuring the linear filter either as an Infinite Impulse Response low-pass filter, or as a Finite Impulse Response low-pass filter.

23. The method of claim 21, further comprising periodically evaluating sample members of the N-point median filter and selectively re-initializing the linear filter responsive to that evaluation.

24. The method of claim 23, wherein periodically evaluating sample members of the N-point median filter and selectively re-initializing the linear filter responsive to that evaluation comprises, at a desired interval, determining a first sum by adding sample members above the median sample, determining a second sum by adding sample members below the media sample, and re-initializing the linear filter to a value of the median sample if a difference between the first and second sums exceeds a pre-defined difference threshold.

25. The method of claim 21, further comprising tracking differences between consecutive median samples output by the median filter, or between groups of said consecutive median samples, and re-initializing the linear filter if any such difference exceeds a defined difference threshold.

26. The method of claim 20, wherein determining control measurements based on periodically measuring one or more parameters of a radio link communicatively coupling a mobile station to a base station in a wireless communication network comprises periodically determining round trip delay values for communications between the base station and the mobile station based on periodically measuring an earliest pseudo-noise code offset of mobile station signals received at the base station.

27. The method of claim 26, wherein controlling the radio link based on the filtered control measurements comprises selectively triggering hard handoff of the mobile station based on filtered control measurements corresponding to the periodically measured earliest pseudo-noise code offsets.

28. The method of claim 20, wherein determining control measurements based on periodically measuring one or more parameters of a radio link communicatively coupling a mobile station to a base station in a wireless communication network comprises periodically determining a received signal quality measurement for mobile station signals received at the base station.

29. The method of claim 28, wherein controlling the radio link based on the filtered control measurements comprises controlling one or more of a reverse link data rate and a reverse link transmit power as a function of filtered control measurements corresponding to the periodically determined received signal quality measurement.

30. The method of claim 20, further comprising adapting the value of N based on monitoring the duration of transient events in the control measurements.

31. The method of claim 30, wherein monitoring the duration of transient events in the control measurements comprises one of monitoring samples in the median filter, monitoring the control measurements input to the median filter, or monitoring median samples output by the median filter.

32. A base station for use in a wireless communication network comprising:

one or more processing circuits configured to determine successive measurement values for a control parameter of a radio link communicatively coupling the base station to a remote mobile station, obtain filtered control values by passing the measurement values through an N-point median filter, where N is an integer number, and control the radio link responsive to evaluation of the filtered control values.

33. The base station of claim 32, wherein the base station comprises a radio base station supporting the radio link, and including the one or more processing circuits, and further comprises a base station controller configured to receive the filtered control values from the radio base station, evaluate the filtered control values, and transmit radio link control commands to the radio base station for controlling the radio link responsive to the evaluation of the filtered control values.

34. The base station of claim 32, wherein the base station comprises a radio base station that includes the one or more processing circuits.

35. The base station of claim 32, wherein the one or more processing circuits comprise a measurement circuit configured to determine the successive measurement values and a filtering circuit comprising the N-point median filter to generate the filtered control values.

36. The base station of claim 35, wherein the filtering circuit further comprises a linear filter to obtain the filtered control values based on filtering median samples output from the N-point median filter, and wherein the N-point median filter is configured to output the median samples responsive to receiving successive ones of the measurement values.

37. The base station system of claim 36, wherein the linear filter comprises a low-pass filter such that the filtered control values comprise low-pass filtered median samples from the N-point median filter.

38. The base station of claim 37, wherein the filtering circuit is configured to selectively re-initialize the linear filter based on evaluating member samples in the N-point median filter.

39. The base station of claim 38, wherein the filtering circuit is configured to selectively re-initialize the linear filter based on obtaining a first sum by summing the member samples above the median sample, obtaining a second sum by summing the member samples below the median sample, and re-initializing the second filter to the median sample if a difference between the first and second sums exceeds a defined difference threshold.

40. The base station of claim 35, wherein the filtering circuit is configured to selectively re-initialize the linear by detecting a substantial change in the median samples output by the median filter, and re-initializing one or more filter coefficients of the linear filter based on the change in median samples.

41. The base station of claim 35, wherein the measurement circuit is configured to determine the successive measurement values as round trip delay values for the radio link at the base station.

42. The base station of claim 41, wherein the measurement circuit is configured to determine the round trip delay values based on identifying earliest pseudo-noise code offsets for mobile station signals received at the base station.

43. The base station of claim 35, wherein the measurement circuit is configured to determine the successive measurement values as signal quality measurements for mobile station signal received at the base station.

44. The base station of claim 32, wherein the base station is configured to adapt the value N based on monitoring the durations of control measurement transients, such that the value of N generally is increased if longer transients are detected, and generally is decreased if shorter transients are detected.