US5754945A
Expired / Lapsed
US
⏱️ 0.0 years remaining
Fuzzy logic control of cellular handoff
Assignee: Apple Inc
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Filing: 1996-01-18
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Granted: 1998-05-19
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Expires: 2016-01-18
Abstract
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.
Inventors
- 👤 Jing-Yue Lin
- 👤 Chang-Gang Zhang
- 👤 Hong Zhao
Bibliographic Details
Application Number
—
Jurisdiction
US
Data Source
google_patents
Last Synchronized
2026-10-27 15:27
CPC Classifications
H; H04; H04W; H04W36/00; H04W36/0005; H04W36/0083; H04W36/0085; H04W36/0055; H04W36/0079
Claims Analysis
Total Claims: 23
Claim 1
Independent Claim
144 words
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.
Claim 2
Independent Claim
144 words
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.
Claim 3
Dependent Claim
57 words
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.
Claim 4
Dependent Claim
93 words
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.
Claim 5
Dependent Claim
36 words
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.
Claim 6
Dependent Claim
53 words
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.
Claim 7
Dependent Claim
47 words
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.
Claim 8
Dependent Claim
45 words
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.
Claim 9
Dependent Claim
48 words
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.
Claim 10
Dependent Claim
65 words
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.
Claim 11
Dependent Claim
36 words
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.
Claim 12
Dependent Claim
65 words
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.
Claim 13
Dependent Claim
36 words
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.
Claim 14
Independent Claim
212 words
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.
Claim 15
Independent Claim
212 words
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.
Claim 16
Dependent Claim
37 words
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.
Claim 17
Dependent Claim
42 words
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.
Claim 18
Dependent Claim
47 words
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.
Claim 19
Dependent Claim
76 words
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.
Claim 20
Dependent Claim
47 words
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.
Claim 21
Independent Claim
218 words
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.
Claim 22
Independent Claim
218 words
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.
Claim 23
Dependent Claim
47 words
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.
References Cited (Backward Citations)
USPTO Annuity & Maintenance Windows
| Annuity Stage | Window Opens | Payment Deadline | Surcharge Period Until | Estimated Fee | Status |
|---|---|---|---|---|---|
| 3.5 Years (Year 4) | 2001-05-18 | 2001-11-17 | 2002-05-19 | $2000.00 | Window Closed / Lapsed |
| 7.5 Years (Year 8) | 2005-05-18 | 2005-11-17 | 2006-05-19 | $3760.00 | Window Closed / Lapsed |
| 11.5 Years (Year 12) | 2009-05-18 | 2009-11-17 | 2010-05-19 | $7700.00 | Window Closed / Lapsed |