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Patent US5818876A successfully refreshed from Google Patents.
US5818876A
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Method and apparatus of adaptive maximum likelihood sequence estimation using a variable convergence step size
Assignee: Motorola Solutions Inc
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Filing: 1993-02-01
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Granted: 1998-10-06
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Expires: 2013-02-01
Abstract
Abstract A method is provided of updating an estimated channel impulse response of a maximum likelihood sequence estimator within a radio receiver (12 and 13). The method includes the steps of computing a rate of change of a channel impulse response from a current estimated channel impulse response and a previous estimated channel impulse response, selecting an update step size as a function of the rate of change of the estimated channel impulse response, and updating the estimated channel impulse response of the maximum likelihood sequence estimator based upon the selected step size. Apparatus is also provided of practicing the method in receiving and decoding a signal.
Inventors
- 👤 Robert Tristan Love
Bibliographic Details
Application Number
—
Jurisdiction
US
Data Source
google_patents
Last Synchronized
2026-10-29 13:33
CPC Classifications
H; H03; H03D; H03D1/00; H04; H04L; H04L25/00; H04L25/02; H04L25/0202; H04L25/0224; H04L25/0228; H04L25/023; H04L25/0236; H04L25/03; H04L25/03006; H04L25/03178; H04L25/03248; H04L25/03292; H04L7/00; H04L7/04; H04L7/041; H04L7/042; H04L7/08
Claims Analysis
Total Claims: 12
Claim 1
Independent Claim
122 words
An apparatus for updating an estimated channel impulse response of a maximum likelihood sequence estimator within a radio receiver using adaptive channel estimation comprising: means for computing a rate of change of a channel impulse response from a current estimated channel impulse response and a previous estimated channel impulse response; means for comparing the rate of change of the channel impulse response slope with a threshold and selecting a first update step size when the channel impulse slope does not exceed the threshold and a second update step size when the rate of change of the channel impulse response exceeds the threshold; means for updating the estimated channel impulse response of the maximum likelihood sequence estimator based upon the selected step size.
Claim 2
Independent Claim
122 words
An apparatus for updating an estimated channel impulse response of a maximum likelihood sequence estimator within a radio receiver using adaptive channel estimation comprising: means for computing a rate of change of a channel impulse response from a current estimated channel impulse response and a previous estimated channel impulse response; means for comparing the rate of change of the channel impulse response slope with a threshold and selecting a first update step size when the channel impulse slope does not exceed the threshold and a second update step size when the rate of change of the channel impulse response exceeds the threshold; means for updating the estimated channel impulse response of the maximum likelihood sequence estimator based upon the selected step size.
Claim 3
Dependent Claim
25 words
The apparatus of claim 1 further comprising means for exponentially smoothing the rate of change of the channel impulse response before comparing with the threshold.
Claim 4
Dependent Claim
25 words
The apparatus of claim 1 further comprising means for updating the estimated channel impulse response after each symbol output from the maximum likelihood sequence estimator.
Claim 5
Independent Claim
173 words
A method of updating an estimated channel impulse response of a maximum likelihood sequence estimator within a radio receiver, the method comprising the steps of: receiving a first symbol within the radio receiver; estimating, within the radio receiver, a channel impulse response of the first symbol within a maximum likelihood sequence estimator based on a first step size; receiving a second symbol within the radio receiver; estimating, within the radio receiver, a channel impulse response of the second symbol within a maximum likelihood sequence estimator based on the first step size; calculating a change in channel impulse response between the first and the second estimations of channel impulse responses to create a change in channel impulse response; updating, within the receiver, the first step size to create a second step size based on the change in channel impulse response; receiving a third symbol within the radio receiver; and estimating, within the radio receiver, a channel impulse response of the third symbol within a maximum likelihood sequence estimator based on a second step size.
Claim 6
Independent Claim
173 words
A method of updating an estimated channel impulse response of a maximum likelihood sequence estimator within a radio receiver, the method comprising the steps of: receiving a first symbol within the radio receiver; estimating, within the radio receiver, a channel impulse response of the first symbol within a maximum likelihood sequence estimator based on a first step size; receiving a second symbol within the radio receiver; estimating, within the radio receiver, a channel impulse response of the second symbol within a maximum likelihood sequence estimator based on the first step size; calculating a change in channel impulse response between the first and the second estimations of channel impulse responses to create a change in channel impulse response; updating, within the receiver, the first step size to create a second step size based on the change in channel impulse response; receiving a third symbol within the radio receiver; and estimating, within the radio receiver, a channel impulse response of the third symbol within a maximum likelihood sequence estimator based on a second step size.
Claim 7
Dependent Claim
37 words
The method of claim 4 further comprising the step of exponentially smoothing the change in channel impulse response and updating the first step size to create a second step size based on the changed channel impulse response.
Claim 8
Independent Claim
205 words
A method of updating an estimated channel impulse response of a maximum likelihood sequence estimator within a radio receiver, the method comprising the steps of: receiving a first symbol within the radio receiver; estimating, within the radio receiver, a channel impulse response of the first symbol within a maximum likelihood sequence estimator based on a first step size; receiving a second symbol within the radio receiver; estimating, within the radio receiver, a channel impulse response of the second symbol within a maximum likelihood sequence estimator based on the first step size; calculating a change in channel impulse response between the first and the second estimations of channel impulse responses; updating, within the receiver, the first step size to create a second step size based on the change in channel impulse response, wherein the second step size does not exceed a first bound when the rate of change does not exceed a threshold, and the second step size does not exceed a second bound when the rate of change exceeds the threshold; receiving a third symbol within the radio receiver; and estimating, within the radio receiver, a channel impulse response of the third symbol within a maximum likelihood sequence estimator based on a second step size.
Claim 9
Independent Claim
205 words
A method of updating an estimated channel impulse response of a maximum likelihood sequence estimator within a radio receiver, the method comprising the steps of: receiving a first symbol within the radio receiver; estimating, within the radio receiver, a channel impulse response of the first symbol within a maximum likelihood sequence estimator based on a first step size; receiving a second symbol within the radio receiver; estimating, within the radio receiver, a channel impulse response of the second symbol within a maximum likelihood sequence estimator based on the first step size; calculating a change in channel impulse response between the first and the second estimations of channel impulse responses; updating, within the receiver, the first step size to create a second step size based on the change in channel impulse response, wherein the second step size does not exceed a first bound when the rate of change does not exceed a threshold, and the second step size does not exceed a second bound when the rate of change exceeds the threshold; receiving a third symbol within the radio receiver; and estimating, within the radio receiver, a channel impulse response of the third symbol within a maximum likelihood sequence estimator based on a second step size.
Claim 10
Dependent Claim
37 words
The method of claim 6 further comprising the step of exponentially smoothing the change in channel impulse response and updating the first step size to create a second step size based on the changed channel impulse response.
Claim 11
Independent Claim
175 words
A method of updating an estimated channel impulse response of a maximum likelihood sequence estimator within a radio receiver, the method comprising the steps of: receiving a first symbol within the radio receiver; estimating, within the radio receiver, a channel impulse response of the first symbol within a maximum likelihood sequence estimator based on a first step size; receiving a second symbol within the radio receiver; estimating, within the radio receiver, a channel impulse response of the second symbol within a maximum likelihood sequence estimator based on the first step size; calculating a change in channel impulse response between the first and the second estimations of channel impulse responses; exponentially smoothing the change in channel impulse response; updating, within the receiver, the first step size to create a second step size based on the exponentially smoothed change in channel impulse response; receiving a third symbol within the radio receiver; and estimating, within the radio receiver, a channel impulse response of the third symbol within a maximum likelihood sequence estimator based on a second step size.
Claim 12
Independent Claim
175 words
A method of updating an estimated channel impulse response of a maximum likelihood sequence estimator within a radio receiver, the method comprising the steps of: receiving a first symbol within the radio receiver; estimating, within the radio receiver, a channel impulse response of the first symbol within a maximum likelihood sequence estimator based on a first step size; receiving a second symbol within the radio receiver; estimating, within the radio receiver, a channel impulse response of the second symbol within a maximum likelihood sequence estimator based on the first step size; calculating a change in channel impulse response between the first and the second estimations of channel impulse responses; exponentially smoothing the change in channel impulse response; updating, within the receiver, the first step size to create a second step size based on the exponentially smoothed change in channel impulse response; receiving a third symbol within the radio receiver; and estimating, within the radio receiver, a channel impulse response of the third symbol within a maximum likelihood sequence estimator based on a second step size.
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) | 2001-10-05 | 2002-04-06 | 2002-10-06 | $2000.00 | Window Closed / Lapsed |
| 7.5 Years (Year 8) | 2005-10-05 | 2006-04-06 | 2006-10-06 | $3760.00 | Window Closed / Lapsed |
| 11.5 Years (Year 12) | 2009-10-05 | 2010-04-06 | 2010-10-06 | $7700.00 | Window Closed / Lapsed |