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Low complexity LMMSE Receiver for OTFS

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TLDR
This work investigates a low complexity linear minimum mean square error receiver which exploits sparsity and quasi-banded structure of matrices involved in the demodulation process which results in a log-linear order of complexity without any performance degradation of BER.
Abstract
Orthogonal time frequency space modulation is a two dimensional (2D) delay-Doppler domain waveform. It uses inverse symplectic Fourier transform (ISFFT) to spread the signal in time-frequency domain. To extract diversity gain from 2D spreaded signal, advanced receivers are required. In this work, we investigate a low complexity linear minimum mean square error receiver which exploits sparsity and quasi-banded structure of matrices involved in the demodulation process which results in a log-linear order of complexity without any performance degradation of BER.

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Citations
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Journal ArticleDOI

A New Path Division Multiple Access for the Massive MIMO-OTFS Networks

TL;DR: A new path division multiple access (PDMA) for both uplink (UL) and downlink (DL) massive multiple-input multiple-output network over a high mobility scenario, where the orthogonal time frequency space (OTFS) is adopted.
ReportDOI

Fast Algorithms for Signal Processing

TL;DR: Research in the area of matrix-based signal processing included matric theory, numerical and parallel computing, signal processing and a Very Large Scale Integration implementation.
Journal ArticleDOI

Low-Complexity Symbol Detection and Interference Cancellation for OTFS System

TL;DR: This study indicates that the widespread IDI incurs a computational burden for the element-wise detector like the message passing in the state-of-the-art works, and proposes a block-wise OTFS receiver by exploiting the structure and characteristics of the O TFS transmission matrix.
Journal ArticleDOI

OTFS-SCMA: A Code-Domain NOMA Approach for Orthogonal Time Frequency Space Modulation

TL;DR: A single-phase detector based on a message-passing algorithm (MPA) to detect multiple users’ symbols for the uplink of the OTFS system is proposed and an algorithm is proposed to devise an optimal codeword allocation scheme.
Journal ArticleDOI

OTFS Signaling for Uplink NOMA of Heterogeneous Mobility Users

TL;DR: This work develops an efficient iterative turbo receiver based on the principle of successive interference cancellation (SIC) to overcome the co-channel interference (CCI) and proposes two turbo detector algorithms: orthogonal approximate message passing with linear minimum mean squared error (OAMP-LMMSE) and Gaussian approximate message passed with expectation propagation (GAMP-EP).
References
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Journal ArticleDOI

Interference Cancellation and Iterative Detection for Orthogonal Time Frequency Space Modulation

TL;DR: This paper derives the explicit input–output relation describing OTFS modulation and demodulation (mod/demod) and analyzes the cases of ideal pulse-shaping waveforms that satisfy the bi-orthogonality conditions and those which do not.
Proceedings ArticleDOI

Orthogonal Time Frequency Space Modulation

TL;DR: Results show that even at very high Dopplers (500 km#x002F;h), OTFS approaches channel capacity through linear scaling of throughput with the MIMO order, whereas the performance of OFDM under typical design parameters breaks down completely.
Journal ArticleDOI

Performance Analysis of ZF and MMSE Equalizers for MIMO Systems: An In-Depth Study of the High SNR Regime

TL;DR: An in-depth analysis of the zero forcing (ZF) and minimum mean squared error (MMSE) equalizers applied to wireless multiinput multioutput (MIMO) systems with no fewer receive than transmit antennas reveals several new and surprising analytical results.
Journal ArticleDOI

Practical Pulse-Shaping Waveforms for Reduced-Cyclic-Prefix OTFS

TL;DR: The OTFS input–output relation has a simple sparse structure that enables one to use low-complexity detection algorithms and the reduction of out-of-band power may introduce nonuniform channel gains for the transmitted symbols, thus impairing the overall error performance.
Posted Content

OTFS: A New Generation of Modulation Addressing the Challenges of 5G.

TL;DR: A new 2D modulation scheme referred to as OTFS (Orthogonal Time Frequency & Space) that multiplexes information QAM symbols over new class of carrier waveforms that correspond to localized pulses in a signal representation called the delay-Doppler representation, which constitutes a far reaching generalization of conventional time and frequency modulations.
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