Method and apparatus for pilot estimation using a prediction error method with a kalman filter and a gauss-newton algorithm

    公开(公告)号:AU2003245408A8

    公开(公告)日:2003-12-22

    申请号:AU2003245408

    申请日:2003-06-05

    Applicant: QUALCOMM INC

    Abstract: A system is disclosed for use in a wireless communication system to provide an estimated pilot signal. The system includes a receiver and a front-end processing and despreading component in electronic communication with the receiver for despreading a CDMA signal. A pilot estimation component is in electronic communication with the front-end processing and despreading component for estimating an original pilot signal using a Kalman filter to produce a pilot estimate. A demodulation component is in electronic communication with the pilot estimation component and the front-end processing and despreading component for providing demodulated data symbols. The Kalman filter is configured by an offline system identification process that calculates parameters using a prediction error method and a Gauss-Newton algorithm and generates state estimates using the Kalman filter. The calculating and generating are iteratively performed to train the Kalman filter for real-time operation.

    3.
    发明专利
    未知

    公开(公告)号:BRPI0408266A

    公开(公告)日:2006-03-07

    申请号:BRPI0408266

    申请日:2004-03-11

    Applicant: QUALCOMM INC

    Abstract: A system is disclosed for use in a wireless communication system to provide an estimated pilot signal. The system includes a receiver and a front-end processing and despreading component in electronic communication with the receiver for despreading a CDMA signal. A pilot estimation component is in electronic communication with the front-end processing and despreading component for estimating an original pilot signal using a pilot estimator that includes more than one filter and that includes a switching method for using the more than one filter. The switching method uses a prediction error. A demodulation component is in electronic communication with the pilot estimation component and the front-end processing and despreading component for providing demodulated data symbols.

    METHOD AND APPARATUS FOR PILOT SIGNAL ESTIMATION USING KALMAN FILTERING

    公开(公告)号:AU2003251413A1

    公开(公告)日:2003-12-22

    申请号:AU2003251413

    申请日:2003-06-05

    Applicant: QUALCOMM INC

    Abstract: A system is disclosed for use in a wireless communication system to provide an estimated pilot signal. The system includes a receiver and a front-end processing and despreading component in electronic communication with the receiver for despreading a CDMA signal. A pilot estimation component is in electronic communication with the front-end processing and despreading component for estimating an original pilot signal using a Kalman filter to produce a pilot estimate. A demodulation component is in electronic communication with the pilot estimation component and the front-end processing and despreading component for providing demodulated data symbols. The Kalman filter is configured by an offline system identification process that calculates parameters using a maximum likelihood parameter estimation and generates state estimates using the Kalman filter. The calculating and generating are iteratively performed to train the Kalman filter for real-time operation.

    METHOD AND APPARATUS FOR PILOT ESTIMATION USING A PREDICTION ERROR METHOD WITH A KALMAN FILTER AND PSEUDO-LINEAR REGRESSION

    公开(公告)号:AU2003251412A1

    公开(公告)日:2003-12-22

    申请号:AU2003251412

    申请日:2003-06-05

    Applicant: QUALCOMM INC

    Abstract: A system is disclosed for use in a wireless communication system to provide an estimated pilot signal. The system includes a receiver and a front-end processing and despreading component in electronic communication with the receiver for despreading a CDMA signal. A pilot estimation component is in electronic communication with the front-end processing and despreading component for estimating an original pilot signal using a Kalman filter to produce a pilot estimate. A demodulation component is in electronic communication with the pilot estimation component and the front-end processing and despreading component for providing demodulated data symbols. The Kalman filter is configured by an offline system identification process that calculates parameters using a prediction error method and pseudo linear regression and generates state estimates using the Kalman filter. The calculating and generating are iteratively performed to train the Kalman filter for real-time operation.

    METHOD AND APPARATUS FOR PILOT ESTIMATION USING A PREDICTION ERROR METHOD WITH A KALMAN FILTER AND A GAUSS-NEWTON ALGORITHM

    公开(公告)号:AU2003245408A1

    公开(公告)日:2003-12-22

    申请号:AU2003245408

    申请日:2003-06-05

    Applicant: QUALCOMM INC

    Abstract: A system is disclosed for use in a wireless communication system to provide an estimated pilot signal. The system includes a receiver and a front-end processing and despreading component in electronic communication with the receiver for despreading a CDMA signal. A pilot estimation component is in electronic communication with the front-end processing and despreading component for estimating an original pilot signal using a Kalman filter to produce a pilot estimate. A demodulation component is in electronic communication with the pilot estimation component and the front-end processing and despreading component for providing demodulated data symbols. The Kalman filter is configured by an offline system identification process that calculates parameters using a prediction error method and a Gauss-Newton algorithm and generates state estimates using the Kalman filter. The calculating and generating are iteratively performed to train the Kalman filter for real-time operation.

Patent Agency Ranking