Fuzzy logic control of cellular handoff

• US 5,754,945 A
• Filed: 01/18/1996
• Issued: 05/19/1998
• Est. Priority Date: 01/18/1996
• Status: Expired due to Term

• Current Assignee: Apple Inc.
• Original Assignee: Northern Telecom Limited (Nortel Networks Corporation)
• Inventors: Lin, Jing-Yue, Zhang, Chang-Gang, Zhao, Hong
• Primary Examiner(s): Eisenzopf, Reinhard J.
• Assistant Examiner(s): LE, THANH C
• Application Number:
  US08/588,174
• Time in Patent Office: 852 Days
• Field of Search: 455/33.1, 455/33.2, 455/33.4, 455/34.1, 455/34.2, 455/53.1, 455/54.1, 455/54.2, 455/56.1, 455/52, 455/63, 455/67.1, 455/67.3, 455/67.6, 379/59, 379/60, 395/900
• US Class Current: 455/436
• CPC Class Codes: H04W 36/0079 in case of hand-off failure or rejection
• CPC Class Codes: H04W 36/0085 Hand-off measurements

Abstract

In a cellular radio communications system, handoff of a mobile terminal from a serving base station to an adjacent base station is performed using two separate fuzzy logic procedures for handoff triggering and handoff targeting. For triggering, inputs to the fuzzy logic procedure are the signal strength for communications with the serving base station, a time since a failure to complete execution of a handoff, and, for mobile-assisted handoff (MAHO), signal strengths of communications between the mobile terminal and each of the adjacent base stations. If handoff is triggered, then handoff targeting is performed at a central unit. For targeting, inputs to the fuzzy logic procedure are the monitored signal strengths between the mobile terminal and each of the adjacent base stations, supplied either from the mobile terminal using MAHO or from the base stations, and the current loads of the adjacent base stations. The targeting determines preferences for handoff of the mobile terminal to the different adjacent base stations, handoff then being executed in accordance with these preferences.

Claims

1. A method of controlling handoff in a cellular radio communications system, comprising the steps of:

monitoring parameters for use in determining handoffs;

in a handoff triggering step, applying fuzzy logic procedures to at least one monitored parameter to selectively determine a trigger for handoff of a mobile terminal from a serving base station, via which the mobile terminal is communicating, to another base station from among a plurality of adjacent base stations;

in a handoff targeting step separate from the handoff triggering step and responsive to the handoff trigger, applying fuzzy logic procedures to at least one monitored parameter to determine preferences for handoff of the mobile terminal to different ones of said plurality of adjacent base stations; and

executing handoff of the mobile terminal from the serving base station to one of said plurality of adjacent base stations in accordance with said preferences.

2. A method as claimed in claim 1 wherein the handoff triggering step is performed at the serving base station and the handoff targeting step is performed at a central unit common to a plurality of base stations, the method further including the step of communicating the handoff trigger from the serving base station to the central unit.

3. A method as claimed in claim 2 wherein the monitored parameters include a received signal strength monitored at the mobile terminal for each of said plurality of adjacent base stations, the method further including the steps of communicating the monitored received signal strengths from the mobile terminal to the serving base station and, in the event of a handoff trigger, communicating the monitored signal strengths from the base station to the central unit, wherein the communicated received signal strengths are used as parameters for the fuzzy logic procedures in the handoff targeting step.

4. A method as claimed in claim 3 wherein a current load of each of said plurality of adjacent base stations is also used as a parameter for the fuzzy logic procedures in the handoff targeting step.

5. A method as claimed in claim 3 wherein the monitored received signal strengths, communicated from the mobile terminal to the serving base station, and a monitored signal strength of communications between the mobile terminal and the serving base station, are used as parameters for the fuzzy logic procedures in the handoff triggering step.

6. A method as claimed in claim 4 wherein the monitored parameters further include a time since a failure to complete execution of a handoff of the mobile terminal, and the time is also used as a parameter for the fuzzy logic procedures in the handoff triggering step.

7. A method as claimed in claim 1 wherein the monitored parameters include a time since a failure to complete execution of a handoff of the mobile terminal, and the time is used as a parameter for the fuzzy logic procedures in the handoff triggering step.

8. A method as claimed in claim 7 wherein the monitored parameters further include a signal strength of communications between the mobile terminal and the serving base station, and the monitored signal strength is also used as a parameter for the fuzzy logic procedures in the handoff triggering step.

9. A method as claimed in claim 7 wherein the step of monitoring parameters comprises monitoring, in response to a handoff trigger being determined in the handoff triggering step, a signal strength of communications between the mobile terminal and each of said plurality of adjacent base stations, wherein the monitored signal strengths are used as parameters for the fuzzy logic procedures in the handoff targeting step.

10. A method as claimed in claim 9 wherein a current load of each of said plurality of adjacent base stations is also used as a parameter for the fuzzy logic procedures in the handoff targeting step.

11. A method as claimed in claim 1 wherein the step of monitoring parameters comprises monitoring, in response to a handoff trigger being determined in the handoff triggering step, a signal strength of communications between the mobile terminal and each of said plurality of adjacent base stations, wherein the monitored signal strengths are used as parameters for the fuzzy logic procedures in the handoff targeting step.

12. A method as claimed in claim 9 wherein a current load of each of said plurality of adjacent base stations is also used as a parameter for the fuzzy logic procedures in the handoff targeting step.

13. A method of controlling handoff of a mobile terminal from a serving base station, via which the mobile terminal is communicating, to another base station from among a plurality of adjacent base stations, in a cellular radio communications system, comprising the steps of:

monitoring signal strength of communications between the mobile terminal and the serving base station;

in a handoff triggering step, applying fuzzy logic procedures to at least one parameter comprising the monitored signal strength to selectively determine a handoff trigger;

monitoring signal strengths of communications between the mobile terminal and each of said plurality of adjacent base stations;

monitoring a current load of each of said plurality of adjacent base stations;

in a handoff targeting step separate from the handoff triggering step and responsive to the handoff trigger, applying fuzzy logic procedures to parameters including the monitored signal strengths between the mobile terminal and each of said plurality of adjacent base stations and the current load of each of said plurality of adjacent base stations to determine preferences for handoff of the mobile terminal to different ones of said plurality of adjacent base stations; and

executing handoff of the mobile terminal from the serving base station to one of said plurality of adjacent base stations in accordance with said preferences.

14. A method as claimed in claim 13 wherein the steps of monitoring signal strengths comprise monitoring signal strengths received by the mobile terminal from the serving base station and each of the plurality of adjacent base stations.

15. A method as claimed in claim 14 wherein parameters to which the fuzzy logic procedures in the handoff triggering step are applied include the monitored signal strengths of communications between the mobile terminal and each of said plurality of adjacent base stations.

16. A method as claimed in claim 15 and further including the step of monitoring a time since a failure to complete execution of a handoff of the mobile terminal, wherein parameters to which the fuzzy logic procedures in the handoff triggering step are applied include said time.

17. A method as claimed in claim 15 wherein the handoff triggering step is performed at the serving base station or the mobile terminal and the handoff targeting step is performed at a central unit common to a plurality of base stations, the method further including the step of communicating the handoff trigger and the monitored signal strengths of communications between the mobile terminal and each of said plurality of adjacent base stations to the central unit.

18. A method as claimed in claim 13 and further including the step of monitoring a time since a failure to complete execution of a handoff of the mobile terminal, wherein parameters to which the fuzzy logic procedures in the handoff triggering step are applied include said time.

19. A method of controlling handoff of a mobile terminal from a serving base station, via which the mobile terminal is communicating, to another base station from among a plurality of adjacent base stations, in a cellular radio communications system, comprising the steps of:

monitoring signal strength of communications between the mobile terminal and the serving base station;

in a handoff triggering step, applying fuzzy logic procedures to at least one parameter comprising the monitored signal strength to selectively determine a handoff trigger;

in response to the handoff trigger, monitoring signal strengths of communications between the mobile terminal and each of said plurality of adjacent base stations;

monitoring a current load of each of said plurality of adjacent base stations;

in a handoff targeting step separate from the handoff triggering step and responsive to the handoff trigger, applying fuzzy logic procedures to parameters including the monitored signal strengths between the mobile terminal and each of said plurality of adjacent base stations and the current load of each of said plurality of adjacent base stations to determine preferences for handoff of the mobile terminal to different ones of said plurality of adjacent base stations; and

executing handoff of the mobile terminal from the serving base station to one of said plurality of adjacent base stations in accordance with said preferences.

20. A method as claimed in claim 19 and further including the step of monitoring a time since a failure to complete execution of a handoff of the mobile terminal, wherein parameters to which the fuzzy logic procedures in the handoff triggering step are applied include said time.