Disclosed is an improved approach for a training approach to implement DFE for an electronic circuit. The inventive concept is particularity suitable to address, for example, circuits that implement high speed parallel data transmission protocols, such as GDDR6, that are used for graphics applications. The training scheme uses minimal hardware when compared to existing schemes by reusing calibration receiver in auto zeroing receiver as error receiver. Further it works for closed eyes by running the algorithm multiple times with gradual increase in complexity of training pattern, where DFE coefficients from previous iteration is used for the current iteration, thereby gradually opening the eye.

An apparatus includes a decision feedback equalizer configured to receive a parallel signal generated based on a first clock. The decision feedback equalizer includes a first equalization block configured to receive a first symbol of a first set of parallel symbols provided by the parallel signal during a first clock cycle of the first clock. A decision feedback equalization is performed by the first equalization block to the first symbol to provide a first decision to a second equalization block. The second equalization block is configured to receive a second symbol of the first set of parallel symbols and perform a decision feedback equalization to the second symbol using the first decision received from the first equalization block to provide a second decision during the first clock cycle.

A method comprises receiving an input signal at an input of a receiver and retrieving a data sample signal and an error sample signal from the input signal. The method also comprises applying an adaptive procedure to generate a feedback code using the data sample signal and the error sample signal for feeding back into a decision feedback equalization (DFE) module. Further, it comprises converting the feedback code into a corresponding voltage value and assigning the corresponding voltage value as a tap weight for the DFE module. Finally, it comprises generating an edge sample signal by applying DFE to the input signal using the DFE module, wherein the DFE is based on the tap weight.

In some examples, a time-based equalizer can be configured to receive an input signal from a channel. The input signal can be distorted by previously received input signals transmitted over the channel. The time-based equalizer can be configured to compensate for distortions in the input signal caused by at least one previously received input signal to provide an ISI compensated input signal. The time-based equalizer can be configured to compensate for the distortions by edge time shifting respective edges of the input signal in time over a time interval for detecting the input signal to new edge time locations based on a feedback signal and edge movement signals. The feedback signal can be generated based on at least one previously received input signal.

An equalizer circuit includes: an addition circuit configured to add an input signal and a compensation signal; a comparison circuit configured to compare an output signal of the addition circuit; a plurality of first latch circuits configured to hold an output signal of the comparison circuit, the plurality of first latch circuits being connected in cascade; a selection circuit configured to select and output one of output signals of the comparison circuit and the plurality of first latch circuits; a second latch circuit configured to hold an output signal of the selection circuit; and a digital analog conversion circuit configured to generate the compensation signal, based on an output signal of the second latch circuit.

An equalizer circuit includes: an addition circuit configured to add an input signal and a compensation signal; a comparison circuit configured to compare an output signal of the addition circuit; a plurality of first latch circuits configured to hold an output signal of the comparison circuit, the plurality of first latch circuits being connected in cascade; a selection circuit configured to select and output one of output signals of the comparison circuit and the plurality of first latch circuits; a second latch circuit configured to hold an output signal of the selection circuit; and a digital analog conversion circuit configured to generate the compensation signal, based on an output signal of the second latch circuit.

A Continuous Time Linear Equalizer (CTLE) and a method of operating a CTLE in a receiver for a Pulse Amplitude Modulation (PAM) signal are disclosed. The method includes initiating equalization using an initial equalization setting that is optimized to meet a first objective and responsive to a determination, shifting to a final equalization setting that is optimized to meet a second objective.

A data stream processing device including a first tapped delay line which outputs data values received via a first data input on N first taps, wherein N is two or more; a second tapped data delay line which outputs data values received via a second data input on N second taps; a first processing unit including N first delayed data inputs and which generates a first data output based on the N first delayed data inputs; a second processing unit including N second delayed data inputs and which generates a second data output based on the N second delayed data inputs; and control circuitry including a mode selection input, and which is coupled to in response to the mode selection input receiving a signal indicating a first mode, simultaneously couple each of the first taps to a respective one of the first delayed data inputs and couple each of the second taps to a respective one of the second delayed data inputs, and in response to the mode select input not receiving a signal indicating the first mode, simultaneously couple one of the first taps to one of the second delayed data inputs and couple one of the second taps to one of the first data inputs.

A Continuous Time Linear Equalizer (CTLE) and a method of operating a CTLE in a receiver for a Pulse Amplitude Modulation (PAM) signal are disclosed. The method includes initiating equalization using an initial equalization setting that is optimized to meet a first objective and responsive to a determination, shifting to a final equalization setting that is optimized to meet a second objective.

Disclosed are a communication apparatus and a communication method capable of improving transmitting/receiving frequency efficiency of a satellite signal per bandwidth or spectral efficiency (S.E) per bandwidth by removing and improving a distortion or inter-symbol interference for applying a minimum-mean square error (MMSE) equalizer required to detect a frame synchronization and a modulation code rate in a satellite service for satellite broadcasting or communication under the variable coding and modulation (VCM) or adaptive coding and modulation (ACM) environment.