US 12,627,548 B2Granted

Receiver for and method of receiving symbols over time varying channels with doppler spread

AssigneesContinental Automotive Technologies GmbH, Nanyang Technological University

InventorsYujie Liu, David González González, Yong Liang Guan

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Abstract

A near-optimal Karhunen-Loeve basis expansion modeling (KL-BEM) orthogonal time frequency space (OTFS) receiver with superimposed pilots has been proposed for high-mobility communications with Doppler spread channel. First, an initial KL-BEM channel estimation is conducted by superimposed pilots, followed by the removal of superimposed pilots from the received OTFS signal and equalisation by message passing (MP) algorithm. After that, the detected data symbols are utilized as pseudo pilots along with the superimposed pilots to refine both KL-BEM channel estimation and equalisation in an iterative manner. Simulation results confirm the superior performance of the proposed KL-BEM OTFS receiver over the prior art in terms of the mean-square-error (MSE) of channel estimation and bit error rate (BER). It also has a close BER performance to the BER lower bound obtained by assuming perfect channel estimation. It contributes to high spectral efficiency and fast convergence performance.

Claims13

Dependent claims

A receiver for an orthogonal time frequency space (OTFS) transmission system comprising a first receiver-side transformation unit and a second receiver-side transformation unit, a Karhunen-Loeve Basis Expansion Modeling (KL-BEM) channel estimation unit, a pilot removal unit, and an equaliser unit, wherein the receiver is adapted to receive, at an input of the first receiver-side transformation unit, a time-domain signal representing a communication frame comprising data signals and pilots superimposed thereon, transmitted over a communication channel, wherein the first receiver-side transformation unit is adapted to output a two-dimensional representation of the received communication frame in the time-frequency domain, wherein the output of the first receiver-side transformation unit is provided to an input of the second receiver-side transformation unit, which outputs a two-dimensional representation of the received communication frame comprising data signals and superimposed pilots in the delay-Doppler domain, wherein the output of the second receiver-side transformation unit is connected to a first input of the Karhunen-Loeve Basis Expansion Modeling (KL-BEM) channel estimation unit, which receives, at a second input, a signal (xp) representing the superimposed pilots, and which outputs an estimation (Ĥti) of the time-domain channel matrix, wherein the output of the KL-BEM estimation unit, along with the output of the second receiver-side transformation unit, is connected to respective inputs of the pilot removal unit, which is adapted to remove the superimposed pilots from the received signal (y) output from the second receiver-side transformation unit, and which outputs a signal representing an estimation of the only the data comprised in the received two-dimensional transmission frame in the delay-Doppler domain, wherein the output of the pilot removal unit is connected to the equaliser unit, which is adapted to output an estimated set of data signals ({circumflex over (x)}di), wherein the output of the equaliser unit is fed back to a third input of the KL-BEM channel estimation unit, wherein the receiver is adapted to iteratively repeat the channel estimation in the KL-BEM channel estimation unit, which is further adapted to, in the iterations, determine further estimations (Ĥti≥1) of the time-domain channel matrix based on the received signal (y) output from the second receiver-side transformation unit, the signal (xp) representing the superimposed pilots, and the previously estimated set of data signals ({circumflex over (x)}di), to remove the superimposed pilots from the received signal (y) output from the second receiver-side transformation unit in the pilot removal unit, and to estimate a set of data signals ({circumflex over (x)}di≥1) in the equaliser unit, until a termination criterion is met.

A method of receiving a binary data sequence over an orthogonal time frequency space (OTFS) communication channel susceptive to doubly-selective fading, comprising:

receiving, over the communication channel, a continuous time-domain signal representing a communication frame comprising data signals and pilots superimposed thereon,
transforming, in a first receiver-side transformation unit, the continuous time-domain signal representing the communication frame into a two-dimensional arrangement of information symbols in the time-frequency domain that is available at an output of the first receiver-side transformation unit,
transforming, in a second receiver-side transformation unit, the two-dimensional arrangement of information symbols comprising pilot and data signals in the time-frequency domain into a two-dimensional communication frame comprising data signals and superimposed pilots, in the delay-Doppler domain, that is available at an output of the second receiver-side transformation unit,
i) providing the signal output from the second receiver-side transformation unit and a signal (xp) representing the superimposed pilots to a Karhunen-Loeve Basis Expansion Modeling (KL-BEM) channel estimation unit, for obtaining an estimation of the time-domain channel matrix (Ĥti) at an output of the KL-BEM channel estimation unit,
ii) providing the estimation of the time-domain channel matrix (Ĥti) as well as the signal output from the second receiver-side transformation unit to a pilot removal unit, for removing the superimposed pilots from the received signal (y) output from the second receiver-side transformation unit,
iii) providing the signal output from pilot removal unit to an equaliser unit, for obtaining an estimated set ({circumflex over (x)}di) of data signals at an output of the equaliser unit,
iv) checking if a termination criterion is met, and
if the termination criterion is not met,
v) providing the previously estimated set ({circumflex over (x)}di) of data signals to the KL-BEM channel estimation unit and repeating steps i) to iv),
or, if the termination criterion is met,
outputting the previously estimated set (xd′) of data signals to a demapper, for obtaining binary data transmitted in the received communication frame.

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Dependencies are inferred from the claim text.