Receiver with high performance channel estimation
View Patent ↗The invention relates to a method and apparatus for use in the channel estimating in a manner which reduces Bit Error Rate (BER) and/or Mean Square Error (MSE) and allows the channel estimation to be performed in an efficient manner but with reduced complexity. The method utilizes two phases, the first of which includes locating an optimum regularization parameters range from an initially larger range; and a second phase of obtaining optimum channel estimates from a Tikhonov regularized least squares solution using the optimum regularization parameters range located from the first phase.
1. A method of channel estimation comprising:
a first phase of locating an optimum regularisation parameters range from an initially larger range; and
a second phase of obtaining optimum channel estimates from a Tikhonov regularized least squares solution using the optimum regularisation parameters range located from the first phase.
2. A method according to claim 1 wherein the Tikhonov regularized least squares solution is used for the next Orthogonal Frequency Division Multiplexing (OFDM) blocks.
3. A method according to claim 2 wherein the Tikhonov regularised least squares solution is used for the next OFDM blocks only if a channel impulse response length remains unchanged.
4. A method according to claim 3 wherein an estimate of the channel impulse response length is 16 or 18.
5. A method according to claim 1 wherein in the first phase, the optimum regularization parameter range is estimated from the initially larger range.
6. A method according to claim 1 wherein in the second phase the optimum regularization parameter range from the first phase is used in the computation of the best channel estimate by singular value decomposition (SVD) implemented Tikhonov regularised least square solution (LS_TikSVD).
7. A method according to claim 6 wherein a modified LS channel estimation is provided by applying singular value decomposition implementation of Tikhonov regularization.
8. A method according to claim 1 wherein the optimum regularisation parameters range is unchanged while a channel tap length is constant.
9. A method according to claim 1 wherein performance increases are achieved in either or both of the mean square error (MSE) of channel estimation and/or bit error rate (BER) performance of a system in comparison to a conventional Least Square (LS) channel estimator.
10. A method according to claim 1 wherein a linear problem is solved using an LS_TikSVD algorithm.
11. A method according to claim 10 wherein a Tikhonov Filtering method with respect to the LS_TikSVD algorithm is performed.
12. A method according to claim 1 wherein the method of channel estimation is utilised by a broadcast data receiver.
13. A method according to claim 12 wherein the broadcast data receiver is provided to receive broadcast digital data fro one or more digital data transmitting locations and processing at least selected portions of said received digital data in response to a user request to generate video and/or audio and/or auxiliary services therefrom.