A Survey of OTFS-Based Index Modulation Techniques: Challenges, Benefits, and Future Directions for 6G and Beyond

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Main Authors: Ozden, Burak Ahmet, Aydin, Erdogan, Aslandogan, Emir, Ilhan, Haci, Basar, Ertugrul, Wen, Miaowen, Di Renzo, Marco, Poor, Vincent
Format: Preprint
Published: 2025
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author Ozden, Burak Ahmet
Aydin, Erdogan
Aslandogan, Emir
Ilhan, Haci
Basar, Ertugrul
Wen, Miaowen
Di Renzo, Marco
Poor, Vincent
author_facet Ozden, Burak Ahmet
Aydin, Erdogan
Aslandogan, Emir
Ilhan, Haci
Basar, Ertugrul
Wen, Miaowen
Di Renzo, Marco
Poor, Vincent
contents Orthogonal time frequency space (OTFS) is a two-dimensional modulation technique that uses the delay-Doppler (DD) domain and is a candidate for providing robust, high-capacity wireless communications for envisioned 6G and beyond networks. The OTFS technique maps data to the DD domain instead of the traditional time-frequency domain, enabling it to fully utilize channel diversity and transform fast time-varying channels into nearly static channels. Index modulation (IM) is a communication paradigm that conveys information not only through conventional modulation symbols but also by encoding data bits in the indices of the selected communication resources to improve error performance, spectral efficiency, and energy efficiency. In this survey, a comprehensive review of work on OTFS-based wireless communication systems is presented. In particular, the existing OTFS-IM schemes are reviewed and systematically categorized according to their system architectures, detection methods, and performance aspects such as capacity, peak-to-average power ratio, diversity, complexity, imperfect channel state information, spectral efficiency, and outage probability. Furthermore, the operating principles and system models of OTFS-IM variants-including OTFS-based space shift keying, OTFS-based spatial modulation, OTFS-based quadrature spatial modulation, OTFS-based media-based modulation, and OTFS-based code index modulation-are described, followed by a comparative performance analysis in terms of computational complexity, error performance, capacity, energy saving, spectral efficiency, and throughput. Finally, the challenges, benefits, and future directions for OTFS-IM systems are discussed, covering key aspects such as complexity, efficiency, latency, channel estimation, hardware constraints, synchronization, security, and potential integration with other advanced wireless communication techniques.
format Preprint
id arxiv_https___arxiv_org_abs_2510_20265
institution arXiv
publishDate 2025
record_format arxiv
spellingShingle A Survey of OTFS-Based Index Modulation Techniques: Challenges, Benefits, and Future Directions for 6G and Beyond
Ozden, Burak Ahmet
Aydin, Erdogan
Aslandogan, Emir
Ilhan, Haci
Basar, Ertugrul
Wen, Miaowen
Di Renzo, Marco
Poor, Vincent
Signal Processing
Orthogonal time frequency space (OTFS) is a two-dimensional modulation technique that uses the delay-Doppler (DD) domain and is a candidate for providing robust, high-capacity wireless communications for envisioned 6G and beyond networks. The OTFS technique maps data to the DD domain instead of the traditional time-frequency domain, enabling it to fully utilize channel diversity and transform fast time-varying channels into nearly static channels. Index modulation (IM) is a communication paradigm that conveys information not only through conventional modulation symbols but also by encoding data bits in the indices of the selected communication resources to improve error performance, spectral efficiency, and energy efficiency. In this survey, a comprehensive review of work on OTFS-based wireless communication systems is presented. In particular, the existing OTFS-IM schemes are reviewed and systematically categorized according to their system architectures, detection methods, and performance aspects such as capacity, peak-to-average power ratio, diversity, complexity, imperfect channel state information, spectral efficiency, and outage probability. Furthermore, the operating principles and system models of OTFS-IM variants-including OTFS-based space shift keying, OTFS-based spatial modulation, OTFS-based quadrature spatial modulation, OTFS-based media-based modulation, and OTFS-based code index modulation-are described, followed by a comparative performance analysis in terms of computational complexity, error performance, capacity, energy saving, spectral efficiency, and throughput. Finally, the challenges, benefits, and future directions for OTFS-IM systems are discussed, covering key aspects such as complexity, efficiency, latency, channel estimation, hardware constraints, synchronization, security, and potential integration with other advanced wireless communication techniques.
title A Survey of OTFS-Based Index Modulation Techniques: Challenges, Benefits, and Future Directions for 6G and Beyond
topic Signal Processing
url https://arxiv.org/abs/2510.20265