Abstract: Improved techniques for concurrent channel equalization and far-end crosstalk channel compensation (e.g., estimation and/or cancellation) in a multicarrier data transmission system are disclosed. The improved techniques can produce coefficients for an electronic fitter that provide channel equalization and for an electronic filter that provides cancellation of the far-end crosstalk. These coefficients can be initially trained and then subsequently updated during data transmission. Optionally, common coefficient determination resources can be utilized for both far-end crosstalk and near-end crosstalk purposes. These improved techniques are particularly suitable for use with a digital multicarrier communication system having multiple-input multiple-output systems.

Abstract: Improved techniques for concurrent channel equalization and far-end crosstalk channel compensation (e.g., estimation and/or cancellation) in a multicarrier data transmission system are disclosed. The improved techniques can produce coefficients for an electronic filter that provide channel equalization and for an electronic filter that provides cancellation of the far-end crosstalk. These coefficients can be initially trained and then subsequently updated during data transmission. Optionally, common coefficient determination resources can be utilized for both far-end crosstalk and near-end crosstalk purposes. These improved techniques are particularly suitable for use with a digital multicarrier communication system having multiple-input multiple-output systems.

Abstract: A signal transmission system assigns portions of an image or other type of signal to packets so as to provide an approximate equalization of the signal energy across the packets. As a result, the quality of a reconstructed signal in the presence of a given amount of packet loss is substantially the same regardless of the particular packets which are lost. In one possible implementation, the signal is separated into subbands using a cosine-modulated orthonormal filter bank. The subbands are then assigned to packets in accordance with an energy equalization algorithm such that the cumulative energies of the packets are approximately equal. In another implementation, an image signal is scrambled such that pixels in the image are mapped to different spatial positions, thereby producing a whitened image. The whitened image is then separated into subbands, and the subbands are assigned deterministically to the packets. Similar whitening techniques can be also used with non-image signals.

Abstract: The invention provides improved processing of image data and other types of signal data by representing the signal data in such a way that, when separated into packets, all packets are of approximately the same importance. As a result, if some of the packets are, for example, randomly lost in a lossy packet network, the resulting degradation in a reconstructed version of the signal is substantially uniform regardless of which packets are lost. A given image or other signal may be separated into packets using an energy equalization process, a signal whitening process, or other suitable technique. The invention may be utilized in conjunction with data transmission over a wide variety of lossy packet networks, and may be used with raw or compressed image data, as well as video, audio, speech and other types of signal data. Moreover, the invention can be used to facilitate the processing of signal data in multiresolution storage applications.