Continuous sequential scatterer estimation

A method implemented by a wireless receiver of tracking scatterer parameters used to determine channel estimates for a wireless channel, the method comprising:

• determining a first set of scatterer parameters based on one or more sets of signal samples received during one or more previous time intervals, wherein the first set of scatterer parameters comprises:
• a set of unequally-spaced path delays,
• a corresponding set of unequally-spaced rates of change, and
• a corresponding set of complex scattering coefficients, and wherein each scattering coefficient corresponds to a scattering object;
• receiving signal samples over said wireless channel during a subsequent time interval;
• estimating a channel frequency response for said subsequent time interval wherein estimating the channel frequency response for the subsequent time interval further comprises:
• determining a predicted set of scatterer parameters for the subsequent time interval based on the first set of scatterer parameters;
• and
• predicting a set of channel frequency responses for the subsequent time interval based on the predicted set of scatterer parameters;
• determining an observed set of channel frequency responses based on the new signal samples received during the subsequent time interval;
• comparing the predicted set of channel frequency responses with the observed set of channel frequency responses to determine a prediction error;
• and
• correcting the predicted set of channel frequency responses to reduce the prediction error and
• updating one or more of the scatterer parameters in the first set based on the estimated channel frequency response to determine an updated set of scatterer parameters for the subsequent time interval wherein determining the updated set of scatterer parameters comprises determining the updated set of scatterer parameters based on the corrected set of channel frequency responses;
• and
• tracking scattering objects within the wireless channel by replacing scatterer parameters corresponding to increasingly distant scattering objects in the first or updated sets of scatterer parameters with scatterer parameters corresponding to increasingly closer scattering objects.

A wireless receiver configured to track scatterer parameters used to determine channel estimates for a wireless channel, the wireless receiver comprising a channel processor configured to:

• determine a first set of scatterer parameters based on one or more sets of signal samples received during one or more previous time intervals, wherein the first set of scatterer parameters comprises:
• a set of unequally-spaced path delays;
• a corresponding set of unequally-spaced rates of change, wherein the rate of change comprises a Doppler frequency;
• and
• a corresponding set of complex scattering coefficients, and wherein each scattering coefficient corresponds to a scattering object;
• estimate a channel frequency response for a subsequent time interval;
• and
• update one or more of the scatterer parameters in the first set based on the estimated channel frequency response to determine an updated set of scatterer parameters for the subsequent time interval
• wherein the channel processor is configured to determine the first set of scatterer parameters by:
• determining a first set of noise whitened channel frequency responses based on the one or more sets of signal samples received during a first evaluation period comprising one or more previous time intervals;
• and
• determining the first set of scatterer parameters for the first evaluation period based on the first set of noise whitened channel frequency responses, wherein elements of the first set of scatterer parameters comprise a Doppler spectrum for each of the unequally spaced path delays, and wherein each Doppler spectrum comprises a plurality of scattering coefficients and associated unequally spaced Doppler frequencies associated with corresponding scattering objects;
• wherein the channel processor is configured to estimate the channel frequency response for the subsequent time interval by:
• determining a second set of noise whitened channel frequency responses based on signal samples received during the subsequent time interval;
• and
• determining an updated set of noise whitened channel frequency responses based on the first and second sets of noise whitened channel frequency responses;
• and
• wherein updating one or more scatterer parameters in the first set comprises updating the first set of scatterer parameters based on the updated set of noise whitened channel frequency responses to determine the updated set of scatterer parameters.

A wireless receiver configured to track scatterer parameters used to determine channel estimates for a wireless channel, the wireless receiver comprising a channel processor configured to:

• determine a first set of scatterer parameters based on one or more sets of signal samples received during one or more previous time intervals, wherein the first set of scatterer parameters comprises:
• a set of unequally-spaced path delays;
• a corresponding set of unequally-spaced rates of change;
• and
• a corresponding set of complex scattering coefficients, and wherein each scattering coefficient corresponds to a scattering object;
• estimate a channel frequency response for a subsequent time interval, wherein the channel processor is configured to estimate the channel frequency response for the subsequent time interval by:
• determining a predicted set of scatterer parameters for the subsequent time interval based on the first set of scatterer parameters;
• and
• predicting a set of channel frequency responses for the subsequent time interval based on the predicted set of scatterer parameters;
• and
• update one or more of the scatterer parameters in the first set based on the estimated channel frequency response to determine an updated set of scatterer parameters for the subsequent time interval, wherein the channel processor is further configured to estimate the channel frequency response for the subsequent time interval by:
• determining an observed set of channel frequency responses based on the new signal samples received during the subsequent time interval;
• comparing the predicted set of channel frequency responses with the observed set of channel frequency responses to determine a prediction error;
• and
• correcting the predicted set of channel frequency responses to reduce the prediction error wherein the channel processor is configured to determine the updated set of scatterer parameters based on the corrected set of channel frequency responses;
• and
• wherein the channel processor is further configured to track scattering objects within the wireless channel by replacing scatterer parameters corresponding to increasingly distant scattering objects in the first or updated sets of scatterer parameters with scatterer parameters corresponding to increasingly closer scattering objects.